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& Sam, Nitram Ssah, simon nippard, Are Kjetil Nordgård, Jordan, Ken Kilfedder, victoria clifford, gquint21, lleision, Ben Parkinson, Mack, Tudor, bbi Price, lukazzz, polleke, Tim Davies, Kevin Makice, Stella, Bob Leviton, Sophia Papelias, Nick Parnell, Luiz Pimentel, Jang-Ho Bae, Per Hultqvi at Machtus, Christopher Lewin, Chris Schuchter, Rafi, James Mason, Ciaran Jones, wilian, Scott Diede, atina, John, Clemmo, Daniel from Brazil, p Jimmy Carter, Joshua Salazar, Les, Jayce, adam, Matt Newman, Susan Hampshaw, Adrian Thomas, jb, Kim, Jo Forrest, susan m, Yuracc, Dr L. R. G ville Stiles, Fred Hopper, Amanda Dalton, Herb Martin, brendanj o byrne, Will, Matthew Powell, AstroSan, ford prefect, Samuel Clarke Thomas, , Mr Kirkness, Martin Neubert, Adrian Taylor, fred, David Barchard, veenstra, Frances Day, Jo Nichols, Martin E., Kang-Shian Pan, pianotuner, Eri wilkinson-adams family, madison, hash, John, Indra, A P Scarlett, fran, Kathryn Wherry, siouxzsioux, Nermeen, Aaron Rose, Dave.Event.Horizon, ey mariano, Michael Sedelke, ArnLind, Old Fordy, Thomas Smyth, kristina keith, Tara M, Jeremy Templeton, Helena Sheikh, Milo Garland, Todd O Yasic- Naumenko, Nils Friedrich, David Mansfield, Peter R B Harris, Luigi Thirty, Marcelo Fracalossi de Moraes, Wesley Kitikonti, Laurie Walker, T om, dudi, Marjorie Bateman, Laura Gardner, Tom Henry, Dippy, rkarine, mossy wicklow, Eric Scheidly, jt41, Andre Straker, Alan, turbomzi, Walt O Harvey, Jon Troyer, Ford Watson, GS186, Pam Smith, Mira, Christine D. Dynarski, dug mcdowell, Thom Schiavone, djatno4, tim kent, Lewis Carrin zi, Seth, LHerbosa, csteel85, StephenWD, Tim Hyatt, MikeT, yohobobdayle, Vickipoo, Florian Jürgens, Guadalupe Camacho, Bill Smith, Errone er, Heather Mee Pankl Livingston, Cosme, Pavel Garrido del Angel, john mckim, JohnnyCashed, Rosemary Brown, Abraham, Tucker, Enrico Mole ol, M McCarthy, Bill Stauffer, Scotlander, Wolound, Edwood Walker, ChrisM, Roanna Winter, Cos Ray, B.L., Daniel McMillan, Ian P Mead, sherif Christopher Wright, William Lancashire, Alexandre Conde, grizzlyuk, Adam Howard, John Richards, oldinvisible, Dawn Grove, Edward Vos, claire cCormick, martin burridge, J. F. Doberski, Tomasz Adamowski, Dennis Beckers, david, SalaSSin, Alejandro Alvarez, surf girl, Jan, Georgina Blair, urgatis, Karen G Castle, Lee Richards, Riccardo Campana, Andy Lowe, maria, Mateusz Stepien, Wayne Livick, Shibi, Michael Cronin, Pablo De Ca Mary Jo Singleton, Dyfed Henry Jones, orange peel, Isaac Lozano, kls, G R Jordan, Karen Nicoll, kevin, Uhlik Zsuzsa, terry and clare, Jimmy Goon ay, Taylor Jacovich, Joshua R. Anderson, Neil Anderson, zhao, ibkhazem, Brett Greer, ricky nicholls, James, Richard Apsimon, PGS, Manuel Florid nchez, Alastair, Tony, Neil, Veikko Norrman, Uendrik, Robbie Harrison, James Edgson, Robert Gilbert, Sean Meesenburg, David White, thegreenq Megan, Tom, Keith Shiels, ocbXL, Peter E C Wasmuth, Ann Applegate, Hugh Gilhespie, Axiom, Rebecca, Ueli Weilenmann, Dan Wall, Frank John obert Openshaw, Alex, megan, Phillip Doehle, Becky Ericson, Tom McCutcheon, LACRA, rachelle, Maciej Luzniak POLAND, whuy, pat lucas, Chr Stephen Dean, Sebastian Schmitt, jacqui round, mr.dav, Dave Shave-Wall, R. A. Staniforth, Michel Lacoursiere, Chris Wyeth, Mike Silverman, Am arol Fleetwood, michael murphy, Rupert Hull, Verna Enebo, Snajper88, A.J. Werner, Thomas Neal, Pam Perry, Judith Bombach, Angela, lia_hno3 Wood, Becky, Mark Miller, Christian Kuhn, Danielle...08, Rachel Parker, Pete.Ellis4, Barbara Tratsaert, Sean Backs, Seamus Ryan, Staroamer, John d Hawkes, Larry, Ashkaughn, RKD, Charles H, Georg Auernhammer, Alan Dutton, Paul Babbitt, Jude, A Kybird, robertsr, Matt Waskett, Ian Moffat obRob, Gerhard Muigg, Chris Toll, Linda Pendleton, Keyna, Frances Roundtree, Jane Dunn, Brian Fell, Bradley J. Dibble, Adam n Nate, Shug, Bail allan, Steven Charlton, liam t, mandy, Miroslav Oborny, mandy hart, Rita Booker, Charles Lee, Victor Lewis, mick murphy, STS301, SMC, Christin Westmoreland, Malvika, Clin Anthony, mark white, ScienceWeb, Stacey N H, Kayleigh Shaw, Steve D, eureka488, Peter, Juksti, Octavio Malvacc Ron Millard, The Radcliffs, hiya guy, JerryBee, samwagstaff, Lee, pippafarm, Radu Bogoevici, lunarpapa, Keith Deeley, Jamie T., Timothy Swiney, , Marc Swanson, Wayne M. 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Mustafa, twinkle, Israel Lidsky, SparkyLyons, Ana Stip n Scott-Wilson, Inkeri Kokko, Tony Curtis, Jens Wiegand, J A Ws freind, Andy Doig, Joe Vaughn, Rebecca Scott, mdematte, Paul Schrupp, Sara Ow broid, joe mcnichol, Mike Ward, Michael, happy222, Lee Chapman, Tsanco Tsanev, Graham Else, Matthew Brooke, Faith, Dr John Theodoridis, B Numbers, Nicholas Hyde, skylyre, lenny p, Mark S. Fletcher, Chris Triantafyllou, eric lacoste, Niklas Wiman, James Casey, warhazard, Debra Sloa P. 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A. Mou�za, hubris, Roger Smith (Pembrokeshire), Jeanniej, Darren, Mr.G, Parisstargazer, Buylov AV, mikebstreet, Ralph, Rafal z Tczewa Wright, Thea Abbott, deadme4t, Alice Capper, Kimberly Portillo, oaktree, Karensa, Rick Sirl, Ron Pastore, Richard Fennings, Jan Wolters, Gert Ved ey, Amelia Flux, Paul Crowther, Carla Rodrigues, Sally Gatehouse, Ren, graham, Rocker Gary Lamb, Trent J, Jonathan K L Barratt CEng CPhys, Par cott Hare, Alessandro Bettin, chris allison, STARRYEYED, shane xx, Tom Ligda, Karl Ceulemans, John, Mike, Liberatus, Lukewarm, Christoffer Nøk atthews, Hannah Modley, Zenmax, J.P. Kraus, Tom Cooney, ningnongs, Dimitri, Richard Walker, neospace, Burt, Bruna Tom, Nihlatlab, martin195 ve pilkington, Colin Oswell-Woods, Janet Cook, Gordon Lee, N. 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Macgregor, Martín Savoretti, Neil Sheppard, soe26, JULIUSMAG eek, Luke E A Neale, Jake Brotter, Dave Sharpe, Bryan Acomb, Kaj, Alan J Kenney, Mike Higgins, Simon Jones, robertooo, Chris, Brian Beedie, Dr. trogeek.mike, Tim Parenti, Zach K., Daniel W, happy2, Simon, raymond, Michael Erison, sue shackley, Camille Quignon, iainharkins, John Bagsh GO, Pie Man, VCarrillo, Emile R.J. Alleman, Julia Silge, jusandmick, Marco Rava, Sue MacDonald, gordon parker, Heather, Lesslie Lara, InQ Laing Tominaga, Evert Jakob, Nigel Sexton, sprspr, franckblondelle, Kate, CSandL, otto krag, Andrew Cheek, Dewayne Highfill, Brent Nordquist, Robyn LEWELLYN, Stephen, Karen Martuscello, malick elias, Bill Mason, Torsten, Mark Garwell, Claire Poore, Peter Sim, Alex, Dante Massaro, SteveF, Te Registering Researchers in Authority Files

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  • mistlolita, Paul A. Thomas, Cristovao Jacques, Mike Bermingham, Theodore J. Celaya Sr., Nathan, Marek Kajtek, Øystein Haarklau Johansen, Caner Unal, Gemma Danks, Tom Harvey, John Baird, Daniel R. Limbaga, Joey Edwards, Dalys, Charlotte Romana Harrison, Voltaire Paragas, greathead, John Hartle, David Dyer-Bennet, niedzwiedz, Florent Rostagni, tom urch, johnny magee, Richard, Paul, Don Leonard, Joseph Hall, Laura Beckstead, Megan Bates, Simon Bowyer, Janusz, David & Sam, Nitram Ssah, simon nippard, Are Kjetil Nordgård, Jordan, Ken Kilfedder, victoria clifford, gquint21, lleision, Ben Parkinson, Mack, Tudor, Marfanuk, Matt, Chet Frame, Ahuezo, Gary Ulaner, Cathy Bialas, Joshua Honig, Ben Wildeboer, colin warrack, Dirsch, JillyB, Chris Leverett, Anne-Marie Watters, David M. Higgins, Gabbi Price, lukazzz, polleke, Tim Davies, Kevin Makice, Stella, Bob Leviton, Sophia Papelias, Nick Parnell, Luiz Pimentel, Jang-Ho Bae, Per Hultqvist, bob hill, Vicki Wolfe, Jorg Donde, Buzz Lightyear, Glorious Heavens, tfermino, mars, Liz, mark gillespie, Mike Lemon, Katherine Leadbetter, alexonfire, James Cervantes, Simon Hems, Nat Machtus, Christopher Lewin, Chris Schuchter, Rafi, James Mason, Ciaran Jones, wilian, Scott Diede, atina, John, Clemmo, Daniel from Brazil, philc, Nick Mascoli, Martin Neylon, JimmyG, Luc Hendriks, Janice G, Marsia Bealby BA (Hons) MA Ph.D Student (University of Birmingham), Ekkehard Pummer, Dafsd, Tom Charles, kofax, Jimmy Carter, Joshua Salazar, Les, Jayce, adam, Matt Newman, Susan Hampshaw, Adrian Thomas, jb, Kim, Jo Forrest, susan m, Yuracc, Dr L. R. Gibbons, Kevin Eaves, Zywy, Martyn J Green, DB Dehnel, red, moutaz, Steve McClure, Silvia, ginny, tony parsons, Astrogeek, James Currie, Duane Large, Mladen Jevtic, Sandra Birnie, Dr. Neville Stiles, Fred Hopper, Amanda Dalton, Herb Martin, brendanj o byrne, Will, Matthew Powell, AstroSan, ford prefect, Samuel Clarke Thomas, David Evans, pinkster101, cal robo, Rich Jeong, geltsdale, Paula Jakobs, Sally Roberts, Jim Fitch, jimbo, terence haley, Tim Hammer, dxliu, Steve Cliff, Roger Conover, c. rounds, NIck1988, Mr Kirkness, Martin Neubert, Adrian Taylor, fred, David Barchard, veenstra, Frances Day, Jo Nichols, Martin E., Kang-Shian Pan, pianotuner, Eric Arturo Martinez Maass, Christopher, darthvid, James Nethercott, Jim, twyly, Ric Ramsaroop, ZedBee, Michael Raggatt, David M Chapman BSc (Hons) PGCE, Gallagher09, Trevor Best, wilkinson-adams family, madison, hash, John, Indra, A P Scarlett, fran, Kathryn Wherry, siouxzsioux, Nermeen, Aaron Rose, Dave.Event.Horizon, tvman, AKC, Bruno, Peter Heywood, Louis Harris, MariaD, Brian Young, leah bretherton, Benjamin Newman, Rita Tojeiro, Ivan, wendys, tess1967, mark, Tim Williams, David Pearson, joey mariano, Michael Sedelke, ArnLind, Old Fordy, Thomas Smyth, kristina keith, Tara M, Jeremy Templeton, Helena Sheikh, Milo Garland, Todd Osborne, Sue Duncan, Jayney, Jules White, Jakob van Bethlehem, kirkdude, Lee Sailor, geomac, arthurm, Slothrob, Toeknee H., Price Court, jason, Farmyard, Oliver Jacques, Yaroslav -Yasic- Naumenko, Nils Friedrich, David Mansfield, Peter R B Harris, Luigi Thirty, Marcelo Fracalossi de Moraes, Wesley Kitikonti, Laurie Walker, Terry Byatt, M. Booth, danielpier, R L Ward, Chris Bolam, Andy Laws, elliot hollamby, Samuel Mark Wilson, mitnick, Bob Britton, mackenzie, Paul Killpack, Robert, Eli L, Alp, victoria, Tom, dudi, Marjorie Bateman, Laura Gardner, Tom Henry, Dippy, rkarine, mossy wicklow, Eric Scheidly, jt41, Andre Straker, Alan, turbomzi, Walt Oberheu, Sludge McBain, D.Robson, chrisl, kingmagic, Nessy, Sam Ley, Christian Trella, Bill Moore, swsuxx, Rob Chisholm (UK), GreenGalaxy, Paul Liddement, Rob Seal, Timopod, Brian J Harvey, Jon Troyer, Ford Watson, GS186, Pam Smith, Mira, Christine D. Dynarski, dug mcdowell, Thom Schiavone, djatno4, tim kent, Lewis Carrington, JohnMeers, Eddie Toros, lizbethw, gene graham, Adam Velasco, Richard Hardgrave, Brian Callahan, Louise Baker, B Parr, method7, yoland, Noelani Ernst, Maryellen, Sathesh, Lizi, Seth, LHerbosa, csteel85, StephenWD, Tim Hyatt, MikeT, yohobobdayle, Vickipoo, Florian Jürgens, Guadalupe Camacho, Bill Smith, ErroneousBee, Adric Waterhouse, Jesse F Jenkins Jr, AnttiK, Terri Ann Guingab, Dayani, Marc van Gemert, IVAN BAILEY, carabby, Iain H, moir-balboa, Mary Zhou, Charlie, roger peppe, Karl Mashiter, Heather Mee Pankl Livingston, Cosme, Pavel Garrido del Angel, john mckim, JohnnyCashed, Rosemary Brown, Abraham, Tucker, Enrico Molero, Brittany Kay Dowdy, Monika Bieszka, John T. Kunz, pandadoo, Gerry Aarts, Richard Fletcher, Benjamin Dougherty, matt waters, DemonGroover, Jim Coyne, Andy Wilkins, Jim in Bristol, M McCarthy, Bill Stauffer, Scotlander, Wolfhound, Edwood Walker, ChrisM, Roanna Winter, Cos Ray, B.L., Daniel McMillan, Ian P Mead, sherif latif, Susan Melia, Sophie Wilkie, Michal Kusiak, ATB84, Adam Nowland, Jo Joyner, Simon Van Hear, JAT Observatory, Christopher JOHN, Anthony Falsetti, Nelson Wells, kari, M Simpkin, Christopher Wright, William Lancashire, Alexandre Conde, grizzlyuk, Adam Howard, John Richards, oldinvisible, Dawn Grove, Edward Vos, claire fehrs, LouiseM, Andrew Jones, B. Miles, Jacob LaBelle, Barry Cowan, Johan Welgemoed, Ugne, Lynz, alexia, Jassim Raja, Ian Rowlinson, skateboard, smikes666, spacemanxian, Josh McCormick, martin burridge, J. F. 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Gossman, sam fellows, tonykane, Cami Ryan Scott-Wilson, Inkeri Kokko, Tony Curtis, Jens Wiegand, J A Ws freind, Andy Doig, Joe Vaughn, Rebecca Scott, mdematte, Paul Schrupp, Sara Owen, Michael Derek Barnett, Jason, I.R. van de Stadt, Mike Keogh, Gisselle M Hertler, Barry Fitz-Gerald, S Biddle, Amanda Tricker, ray, Nick Gibson, LEONARD DARANJO, PetrM, M Savana, Libroid, joe mcnichol, Mike Ward, Michael, happy222, Lee Chapman, Tsanco Tsanev, Graham Else, Matthew Brooke, Faith, Dr John Theodoridis, Brian Nakatsuji, alex wood, justin, Mark Beach, Iwona Malkowska, Ned Dunkley, Leonard Mitchell, Jules F, Christine Smith, Mark Quail, William R. Guice, marcos, Pippa, Diana Fagg, Bobby Numbers, Nicholas Hyde, skylyre, lenny p, Mark S. Fletcher, Chris Triantafyllou, eric lacoste, Niklas Wiman, James Casey, warhazard, Debra Sloan, RAINEFAMILY, Mike Belcher, Curlyratbag, Andrew Dagley, conor, Frances Horney, ragandboned, Michael Underwood, emaxfield91, Nico Hamann, speedoflight, Hannah Rule, John P. Buckley, Kim Pembleton, bartosz, sparkyprebs, Kevin Molloy, Ed Buttery, Elspeth Mitchell, Andrew Rae, Zooot, Lee, Dr. Bob Wenn, John Carruthers, nwhiting, Rob Carter, Antonio Torres Raposo, Robert Hurley, powerspade, Niamh Wynne, Eloise Bright, Chris Hughes, T.CRONIN, Mayor Awesome, clive m, bazzarelli, Thomas Chaplin, DOUG STANLEY, Holly, goidaho, little explores, Cees Wille, julie robson, Joyce O-Dwyer, david130653, Ben Laurence, Funz, Helena Lijnema, James Mitchell Jr., IndigoAtlantic, Druiwen meregyfu, maher barzaq, Jesus Barragan, Gemma Szostak, Cliff Barragry, brad, Jason Messinger, Dudemeister, Kuraisha Wahid, Chris Peak, Robert Scotland, Hans J Brentley, Terri, Paul Breitner, ridaka, Alina, Phillips-Laird, bsl, matt w, Paige Bailey, Jon Crane, Cris, bardomatrix, Andrew Bartholomew, Andy Wilson, Alice Hendriks-Boshoff, Sam Ouimet, Ben Stearns, Jesse Reyes, ian, PifPof, Daniel Z Eggleton, Peter Davis, Roy, Phil, dodgeparker, musicezee, kate morrell, Claus, Juliet, Tricia, JD Paul, Peter Flory, Ray Whitfield, Eduardo Vinicius Correa, Mark Watson, OrangeGoblin, keith sweeney, nanao, squirrel1, Henry Robertson, Shaun Robinson, ronys, Jyde, A Marsh, Agnieszka Zuk, jake, Dave, Amplex, Pigface, Andriy Bereben, paola perez, Jerome Jones, Angela Lauder, samuel rutherford, James Hepworth, Giselle de Grandis, Josh Elster, Simon Kidner, Gordon George Wilmot, Paul Anstee, Hani, Sohil Pandya, Patrick Gleeson, gary wilson, djh1man, Marie Wallace, Paul Stoker, caelan g, Angie Smallwood, Michael C Avery, dave wilkinson, Eve Robey, Molly, Melinda J Hansen, John Roden, Tony Marsella, ian baxter, steve hogan, Simon Rockett, tim naylor (UoW), Dante M Valdez Jr., Leon Morrisl, Valerie Lewis, Joel Graham, Felix, Sandy Allen, Raymond Benham, Mateus Ferreira, jku45, Trevor Rudge, Geert Coelmont, John Mayes, Andrzej, Cyla, Greg Allen, Beulah, David Thomas, Michael Blasi, Sean Carley, bhosford, Carrie, kenwilliam, Matthias Poguntke, John Rummel, Tony Richardson, H Dennison, Thomas McFeely, Anton Bader, i am the best, Katherine Gauer, Griffin Y Anderson, Andrew drake, Julie Drummond, Tom Jackson, Tiffany Ann Funk, Josh Haines, Christian Schmidt, daniel mena, elyse, Patricia Kirby Farmer, Gary B. Swift, LEONARDO DUNLEY, dbwvw, Dave, Wapya, Ian Goddard, Rob Loewen, Peter Smith, Scot Beachell, Kathleen \”Kathee\” L Smith, Andy Brown, Randy, Jeremy Reid, arquirizo, Tony Eales, Barry Peter Simcock, Sjoerd, Andrea Zabiello, saabbhoy, Brian W, Dee Farrow, Mark Case Sr, Elisabeth Baeten, Markus Lörken, JAMIE H, Christopher Blount, Matthew Burnett, Harry Brinkworth, Pengoow, fluff, Adrian Rogers, Jason1974, Keith Hardy, john glennon, matt, Josh Dalling, Paul T, DEBS, Daniel Stannard, James Donivan, conor, Benjamin T Milnes, Les Jones, Russell Jeffcoat, JuzaDee, stevem columbia, peter quayle, ronnie h, Juno, Patrick Mahoney, Vicki Geddes, Ivor, Tiff Kirby, Sarjsmith, GeeGee, Wenda, Luke Andrew, Mike Addington, Peter Kelly, H Luscombe, june anderson, Laura Siena, Thom, lynkeus, Wilde, Lesley, Heinrich Rautenbach, Josh, George Dudley Warbeck, galaxia, fredkent, pink bubble, waleed sleam, Karen Ryan, Adam Rousell, Marius Fudeus, mrazek2002, Fernando Kosh, Matt Stonier, j Atherton, Jen, bigdaveuk, Ariel, Eilidh Shrimpton, Roland Johnson, Keith Hopper, Clara Keegan, MD, fernando_brazil, Gregg Beckett, Patrick Campbell, Donny, Martin Adams, Steve Dewey, Andrew Lavelle, Christopher Howarth, Terence Bertie, jkolhoff, sajeed, Michael Pearce, KINTUPS, K.Ruppe, Anthony Lazzaro, Gemini, John McMillan, Mike Calder, Will Robinson, wendy downes, Michael John Evans, fabio.cavale, bethsen, sophia, Andre Cyriax, Hugh O-Neill, George Z, Michael Leko, Asger Cronberg Ipsen, Chris Snape, Clipper, Jojo, Stephen Lee, Pedro G G Coelho, XF, Sarah Raby-Buck, Odyseus 2, Craig Marshall, Luciano, Superdale, Thorsten Fuehring, spock, R�my J. A. Mou�za, hubris, Roger Smith (Pembrokeshire), Jeanniej, Darren, Mr.G, Parisstargazer, Buylov AV, mikebstreet, Ralph, Rafal z Tczewa POLSKA, Wesley Womack, Wendy Kimberley, Eli Good, Kmuzu, Steve Walker, Jonathan, Luciana Vialli, Scott, NYcityWoman, Jonathon Hodges, Mark Whitaker, Corbin Morgan, Jay, Elaine Wright, Thea Abbott, deadme4t, Alice Capper, Kimberly Portillo, oaktree, Karensa, Rick Sirl, Ron Pastore, Richard Fennings, Jan Wolters, Gert Vedel, Philip G. Swan, MiniHannah, asurething, charles, Johnny, Lisa A Ruthig, Matt Briggs, Ryan R-C, Jonathan G Keeling, lorinda, tm04zy, Yves Paquette, space boys, John D Mahoney, Amelia Flux, Paul Crowther, Carla Rodrigues, Sally Gatehouse, Ren, graham, Rocker Gary Lamb, Trent J, Jonathan K L Barratt CEng CPhys, Parshati Patel, dani, Primrose71, Mateusz Wojtaszek, Érico Henrique, Ambyr Lix, Claire Metcalfe, Joshua du Plooy, Gary Green, Stefanos, Blain, S. Tirado-Padilla, Will, Joan Brady, Scott Hare, Alessandro Bettin, chris allison, STARRYEYED, shane xx, Tom Ligda, Karl Ceulemans, John, Mike, Liberatus, Lukewarm, Christoffer Nøkleholm, Levi Dopierala, Markus Wurzer, claire, Pieter van den Akker, John ST, Emily Tatlow, SamBen Weissman, gogzter, Matthew Stitt, Matt Robbins, Ludwika Orlowska-Kowal, Dan Matthews, Hannah Modley, Zenmax, J.P. Kraus, Tom Cooney, ningnongs, Dimitri, Richard Walker, neospace, Burt, Bruna Tom, Nihlatlab, martin1951, Renan, Matthew Ramsey, Alysia, Chett Mitchell, Christopher C. Dombrowski, Betty Morgan, glynn, ellice, josie, Frank Z, spacekitty, Charlotte Ashby, Roger Wibberley, Grace Housden, dave pilkington, Colin Oswell-Woods, Janet Cook, Gordon Lee, N. Woytek, Andy Burns, Mark Gill, nassi, PAM REDFORD, RichP, adxz, jbseok, Kai_Domroese, Supernova Zappa, Antonio R, Divyansh Awasthi, Lochana Pahalawatte, jacob nielsen, LucasAndDaddy, Ian Buckley, mike, Devon Stargazer, William Gough, Mark Bingham, Guilherme Grassmann, Cal C, Gary Furphy, John INgham, CPhoenix, kmack, Kaija Lindstr, Stephen Lawson, Ottogalactyc, Anne DePrez, David Nicholls, Jason Maguire, Tristan Cockerill, Jared L. Carrasco, MWander, MargieD2, Joe Smyth, Andre Zeemering, Arnoud de Bruijn, Bozo, Jo Mason, James W Morris, Darby Odum, Adele Cochrane, J, Maksim Manakov, Hullman, John Glass, James Henry, wojciech kuczynski, andrew gladstone, Michael Fridman, Mirela Balan, Eve, S Richards, Rod Lake, Brian M, Stuart Montgomery, Judith Barnett, Edmund Mende, Adrian P, Graham Jackson, Chloe 6, Frank Bullock, Dianne, madison, Michele kirwan, Matthew Berry, Gene Feierstein, Bill, Henrik Johnson, Matthew T McCluskey, Jason D Ross, Dave McGinlay, carneiro, HILS, christopher, David Banks, Gerben Koelewijn, Kevin Campbell, A Tierney, Ralph L., tom weaver, Jess A, Russell K Johansen, John Lowe, Nelly Sabatier, Chris C, D Albano, LooneyWinters, Jo D, Gary Mason, Ramses Sanchez, GeoCam, Rhys Jenkins, Will Fox, Christianna Barnard, lucy briand, Mike Uyl, onastar, Kees Taal, David, Emily Collins, Sam Lehman, JohnS, DAVE JAMES, Renato Filipe Vidal Santos, Kieran Collins, Nita Wallace, A. Grant jr., Milaina Nicholas, Sam, Bob McMullan, Matt, Will Dixon, Robbie Rae, Sean Hamashige, Erik Hopper, Ashley M, Jhonti, Mindy, himself, K.Frusch, blaise, John Graham, olenqap, Munro, Craig W. Macgregor, Martín Savoretti, Neil Sheppard, soe26, JULIUSMAGNUS, Richard W. Kromer, jgregor9, markkelleher, Ed_Jackson, Jack Kerwin, susan legg, Joel Ingulsrud, findo, Ali, 2ndaorta, Adam Smiley, mae basye, Jeremy91, Dr Bill Samson, Jason Week, Luke E A Neale, Jake Brotter, Dave Sharpe, Bryan Acomb, Kaj, Alan J Kenney, Mike Higgins, Simon Jones, robertooo, Chris, Brian Beedie, Dr. Beebe, Ana Croft, A.McLeod, David Baker, Dan Hoying, fotoepic, justin allbee, Kevin Dietz, Stuart Darby, frank quietly, minimicnol, Chen zhenyu, Ian, Samantha Palmer, semisaj, astrogeek.mike, Tim Parenti, Zach K., Daniel W, happy2, Simon, raymond, Michael Erison, sue shackley, Camille Quignon, iainharkins, John Bagshaw, Louisa, S.Cooper, Tim Lilligan, HarryM, Alex K., skyscraper, dreikanter, Teo, Mark Kotwicz, peter gillatt, Sophie, Mervyn King, Ian Kovich, Lawrence Kellerman, tim rogers, Andy W, tet, GO, Pie Man, VCarrillo, Emile R.J. Alleman, Julia Silge, jusandmick, Marco Rava, Sue MacDonald, gordon parker, Heather, Lesslie Lara, InQ Laing, rinkydinkpantha, george sylvester, Tom Downes, Polly M. Wilson, Haas, Pierre DUNAND, Joo H. Yoon, Sam, Vassilis Sakellariou, Dr. Luis Guimaraes, Natalie S. Bjorge, Nick Wood, Lance Tominaga, Evert Jakob, Nigel Sexton, sprspr, franckblondelle, Kate, CSandL, otto krag, Andrew Cheek, Dewayne Highfill, Brent Nordquist, Robyn Eaton, Michael Sterry, Tom Ryan, Ann Parker, Anita Cantrell, James Burgess, rashid, Rafael L. Vranizan, carrie lewis, Wayland Dong, Kristin Pitts, supmah5, Andrew Swingle, Catfly, Ashey LLEWELLYN, Stephen, Karen Martuscello, malick elias, Bill Mason, Torsten, Mark Garwell, Claire Poore, Peter Sim, Alex, Dante Massaro, SteveF, Teachers, Chris Pearson, Andreas Gabriel, Ian Sheldon, Paul Gorry, latifa, josh, Brooke Lunderville, Martin Cooper, rgreedy, Damon B Close, Antron, anne corrance monk, Jim Leonard, Travis Jordan, David Wilkinson, titti, jeff, Christopher Fulmer, James Mattingly, schreck, Mischa, Jonny A, ian french, Nick Nicoll, Brandon Brooks, j arnold, Cat Jones, Jim Gantzer, matti rannik, Dr Gordon Burton, Devon O-Shaughnessy, Oded Shimon, spacehopper, Sotonalf, Derek Gallagher, greg bulmer, dave b, Andy Smith, McKenna Princing, Cliff Leat, Jon Ziman-Bright, Henrik Berg, Nikazzi, f5vkd, Ryan, Paul Butterworth, Collin Hazlett, Michelle Williams, Matthew Almond, Jay SUllivan, colomba

    Registering Researchers in Authority Files

  • Registering Researchers in Authority Files #oclcresearch #rrafreport

    Karen Smith-Yoshimura, OCLC Research Micah Altman, Massachusetts Institute of Technology Michael Conlon, University of Florida Ana Lupe Cristán, Library of Congress Laura Dawson, Bowker Joanne Dunham, University of Leicester Thom Hickey, OCLC Research Daniel Hook, Symplectic Limited Wolfram Horstmann, University of Oxford Andrew MacEwan, British Library Philip Schreur, Stanford University Laura Smart, California Institute of Technology Melanie Wacker, Columbia University Saskia Woutersen, University of Amsterdam

  • © 2014 OCLC Online Computer Library Center, Inc. This work is licensed under a Creative Commons Attribution 3.0 Unported License. http://creativecommons.org/licenses/by/3.0/

    October 2014

    OCLC Research Dublin, Ohio 43017 USA www.oclc.org

    ISBN: 1-55653-488-4 (978-1-55653-488-1) OCLC Control Number: 893635903

    Please direct correspondence and feedback to: Karen Smith-Yoshimura Program Officer [email protected]

    Suggested citation: Smith-Yoshimura, Karen; Micah Altman; Michael Conlon; Ana Lupe Cristán; Laura Dawson; Joanne Dunham; Thom Hickey; Daniel Hook; Wolfram Horstmann; Andrew MacEwan; Philip Schreur; Laura Smart; Melanie Wacker; and Saskia Woutersen. 2014. Registering Researchers in Authority Files. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-a4.pdf.

  • Contents Acknowledgments ........................................................................................ 5 

    OCLC Research Registering Researchers in Authority Files Task Group ......................... 6 

    Introduction ............................................................................................... 7 

    Recommendations ....................................................................................... 9 

    Recommended Practices for Researchers ....................................................... 11 

    Recommended Practices for Librarians/University Administrators ......................... 11 

    Recommended Practices for Funders ............................................................ 12 

    Recommended Practices for Identity Management Systems/Aggregators ................. 12 

    Methodology ............................................................................................ 13 

    Challenges .............................................................................................. 14 

    Landscape Overview ................................................................................... 15 

    Changes in the Field ................................................................................... 20 

    Functional Requirements by Stakeholder .......................................................... 21 

    Emerging Trends ....................................................................................... 22 

    Opportunities ........................................................................................... 24 

    Supplementary Data ................................................................................... 26 

    Image Attribution ...................................................................................... 27 

    Notes ..................................................................................................... 27 

  • Tables Table 1. Comparison of name authorities and researcher ID systems .......................... 9 

    Table 2. Stakeholders and needs ................................................................... 10 

    Table 3. Scope and size of authority hubs and ID hubs profiled ............................... 17 

    Table 4. Scope and size of research information management and researcher profile systems profiled ............................................................................ 18 

  • 5

    Acknowledgments

    The authors wish to thank Amanda Hill (University of Manchester) for her contributions to the use-case scenarios and profiles supplements to this report and to the following reviewers for their expertise and time: Linda Barnhart (University of California, San Diego), Christopher Brown (Jisc), Ricky Erway (OCLC Research), Janifer Gatenby (OCLC), Peter Gorman (University of Wisconsin-Madison), Stephen Hearn (University of Minnesota), Constance Malpas (OCLC Research), Merrilee Proffitt (OCLC Research), Verena Weigert (Jisc). Special thanks to JD Shipengrover (OCLC Research) for designing our Researcher ID Information Flow diagram. We’d also like to thank Sloan Galaxy Zoo whose Mergers Author Poster image appears on the cover of this report. (See the Image Attribution section at the end of this report for additional image details.)

  • 6

    OCLC Research Registering Researchers in Authority Files Task Group

    Micah Altman, Massachusetts Institute of Technology Michael Conlon, University of Florida Ana Lupa Cristan, Library of Congress Laura Dawson, Bowker Joanne Dunham, University of Leicester Thom Hickey, OCLC Research Daniel Hook, Symplectic Limited Wolfram Horstmann, University of Oxford Andrew MacEwan, British Library Philip Schreur, Stanford University Laura Smart, California Institute of Technology Karen Smith-Yoshimura, OCLC Research Melanie Wacker, Columbia University Saskia Woutersen, University of Amsterdam

  • 7

    Introduction

    Registering researchers in some type of authority file or identifier (ID) system has become more compelling as both institutions and researchers recognize the need to compile their scholarly output. This need to uniquely identify researchers and correctly associate them with their scholarly output has given rise to bibliometrics and its extension, altmetrics—the attempt to measure the impact of a work as it is reflected by mentions in social networks and news media. University ranking tables rely in part on how often the works produced by the institutions’ researchers are cited in professional and academic journals. Open Access mandates and funding reporting requirements represent other inducements to track an institution’s scholarly output. These drivers present institutions with a challenge: how can they accurately measure and reflect the entire scholarly output of all their researchers? Information about a specific researcher may be represented in multiple databases, with only a subset interoperating with each other.

    Scholarly output impacts the reputation and ranking of the institution. Three global university rankings of particular interest to research institutions—Times Higher Education World University Rankings, Academic Ranking of World Universities and QS Top Universities—all use citations as a factor in determining rankings.1 Notes QS, “Citations . . . are the best understood and most widely accepted measure of research strength.”2 To better track researcher outputs, publishers have introduced a variety of ID schemes to support name disambiguation. Libraries have also made significant investment in disambiguating author names through name authority files. Authority files create a unique ID for a given entity represented by a text string constructed according to a specific rule set. Their focus is on the monographic literature; journal articles and other scholarly outputs are typically not represented.

    Over the past two years the Registering Researchers in Authority Files Task Group has examined a range of researcher registration and profiling services. A number of approaches to providing authoritative researcher IDs have emerged, but they tend to be limited by discipline, affiliation, or publisher. The Task Group developed use cases and functional requirements for researcher ID management systems and then compared the functional requirements against a sample of currently available systems to identify gaps, challenges and opportunities. A key objective of this work was to understand how the various types of researcher ID schemes can be leveraged to support improved discoverability of research output for individual authors and institutions.

  • Registering Researchers in Authority Files

    8

    A registration file and an authority file may serve two distinct functions. A registration file strives to create a unique ID for a given entity. An authority file, while doing the same, may impose additional constraints such as formulating the text string associated with the entity according to specific rule sets (e.g., Resource Description and Access or RDA)3.

    Library name authority files manage identities in library catalogs to enable users to easily and quickly find all the known works—individual monographic publications such as books, musical scores, sound recordings, etc.—associated with a given person. Authority records are created to control the names of authors or creators of works and names that are subjects of works, such as biographies, as they are recorded in library catalogs. Librarians record as many names by which an identity is known in an authority record together with other differentiating information. Traditionally a library authority record contains sufficient information to uniquely identify the name in a library’s catalog. To that end, it will likely contain more differentiating information such as dates of birth, known affiliations, etc. in records for common names than in records for unusual names. The goal is to ensure that an author search on the catalog will retrieve all and only those works associated with that author. Since libraries usually share an authority file, such as the international Library of Congress/Name Authority Cooperative Program (LC/NACO)4 Name Authority File, an authority record may have to uniquely identify a name in the context of hundreds of libraries’ catalogs representing millions of works and millions of authors.

    A name ID is meant to uniquely identify a person, who may share the same name with others or may have variant forms of the name appearing in publications. Traditional library practice is to select a “preferred name form” that is used in the library’s catalog. This preferred name form may differ from one community and language to another. For example, “Confucius” is used in Anglo-American communities and “孔子” in Chinese, Japanese and Korean communities. The potential to link between different authority files which may have very different preferred forms for the same name has been demonstrated by the Virtual International Authority File (VIAF)5, a compilation of name authority files from dozens of different countries and agencies. It uses the differentiating data contained in library authority records and the associated works they are linked to in library catalog records to cluster the authority records together and then assigns that cluster a unique ID.

    Table 1 compares some key attributes of name authority files and researcher ID systems.

  • Registering Researchers in Authority Files

    9

    Table 1. Comparison of name authorities and researcher ID systems

    Key Characteristics Traditional Name Authorities Researcher ID Systems

    Primary Stakeholders Libraries Publishers, researchers, funders, libraries

    Internal Standardization/Integration

    Standardized and well integrated within libraries but new models are emerging

    Fragmented. Some well-integrated communities of practice

    Structural Organization Primarily top-down, careful controlled entry from participating organizations

    Varies: top down, bottom-up, middle out; often individual contributors

    External Integration Very limited: High barriers to entry, few simple API’s

    Varies, but more open. Some services offer simple open API’s; integration with web 2.0 protocols (e.g. OpenId)

    Works Covered Primarily books and other works traditionally catalogued by libraries

    Journal articles; grants; datasets

    People Covered Authors and people written about represented in library catalogs

    Authors of research articles, fundees, members of research institutions—international

    Key Function Persistent and unambiguous ID with a preferred label for the community served

    Persistent and unambiguous ID for an individual contributor

    Recommendations

    Our recommendations and the functional requirements for registering researchers vary across different stakeholder communities. From 18 use-case scenarios6 we identified six primary stakeholders: researcher, funder, university administrator, librarian, identity management system and aggregator (including publishers). More than one stakeholder may share the same requirement (e.g., a librarian and an identity management system may both need to disambiguate names.) Stakeholder needs are summarized in table 2.

  • Registering Researchers in Authority Files

    10

    Table 2. Stakeholders and needs

    Key Characteristics Traditional Name Authorities

    Researcher

    Disseminate research Compile all publications and other scholarly output Find collaborators Ensure network presence is correct Retrieve others’ scholarly output to track a given discipline

    Funder Track funded research outputs

    University Administrator Collate intellectual output of their researchers to fulfill funder or national mandates or internal reporting requirements

    Librarian Disambiguate names

    Identity Management System

    Associate metadata and output with researcher Disambiguate names Link researcher's multiple IDs Disseminate IDs

    Aggregator (includes publishers)

    Associate metadata and output with researcher Collate intellectual output of each researcher Disambiguate names Link researcher's multiple IDs Track history of researcher's affiliations Track and communicate updates

    Adoption of researcher IDs has been rapid within scholarly publishing. Funders and commercial publishers have seen clear benefits in adopting researcher IDs. We believe that it is equally important for universities, research institutions and libraries to recognize that authors are not strings and need to have persistent IDs to link them to their scholarly output. It is likely that measuring and reporting this output will be more complex in an environment of multiple ID systems.

    The criteria for selecting which of the various IDs to use will depend on the stakeholder. Among the factors to be considered is to select the ID system which attracts the “critical mass” representing one’s peers. National or funding mandates may also influence one’s choice. The earlier in the career an ID is used in association with a researcher’s scholarly output, the less likely misattribution will occur—especially for common names—and the more likely the scholarly output associated with a researcher will be comprehensive and accurate. University administrators and librarians can also play an important role by disseminating information about their researchers. All stakeholders are encouraged to be as open as possible with their IDs and associated attributes (in the absence of data protections or other legal concerns) so that these IDs can be reused in other contexts and in other systems. Key recommendations for each stakeholder follow.

  • Registering Researchers in Authority Files

    11

    Recommended Practices for Researchers

    The task group’s review of the use cases, landscape and trends show increasing importance of modes of scholarly communication that go beyond books and even beyond articles to include many other diverse forms and formats.7 Unique, persistent IDs are needed to increase the likelihood that all researchers’ output is represented and that this output is attributed to the correct individual researcher and the researcher’s institution. Accurate affiliation is critical to both accurately compile scholarly output in all formats and for others to form an assessment of the trustworthiness or authority of research output.

    Obtain a persistent ID before submitting any output. Ask your librarian or university administrator if you are unsure which IDs are most suitable or don’t know how to get one.

    Disseminate your persistent IDs on all external communications—faculty profiles, email signature, professional networks, LinkedIn, or anywhere you communicate with your peers.

    Include the ISNI of your organization(s) and funders in the research output that you submit. Search www.isni.org. If your organization does not have an ISNI, it can request one through an ISNI Registration Agency.8

    Resolve errors in your metadata (affiliations, attributions, etc.) or if you’re represented in the same system more than once. Consider reporting them to your librarian or university administrator if you cannot correct the errors yourself.

    Recommended Practices for Librarians/University Administrators

    As a result of the task group’s landscape review, we see that with the increasing adoption of researcher IDs by both publishers and funders, research institutions also need to implement unique IDs for their researchers. These IDs will facilitate aggregating and tracking researcher output to meet funder requirements and to contribute to institutional assessments. Unique, persistent IDs are crucial to validate that the output is indeed done by the individual researcher under the auspices of the institution.

    Assign persistent IDs to authors if they don’t already have them. This includes authors of electronic dissertations in institutional repositories and papers or datasets uploaded to research websites.

    Retain traditional IDs (e.g., name authority file and VIAF IDs) as they are well supported.

  • Registering Researchers in Authority Files

    12

    Ensure that the ISNI or other ID for your organization is accurate and well maintained, and promote its use.

    Integrate researchers’ external IDs within library applications and services as appropriate.

    Advocate the benefits and reasons for researchers to register, use and diffuse their IDs.

    Find out from your identity management system provider or aggregator how to report errors.

    Provide guidance and training materials on why using persistent IDs is important, conveying good practices for how to get them, where to include them and how to report errors.

    Recommended Practices for Funders

    As a result of our landscape review, the task group notes the increasing pressure on funders to show the impact of the research they fund, and with that comes the requirement to track many types of research output. Given the myriad of new output types, unique, persistent IDs are key in making this type of tracking efficient, cost-effective and scalable. As the funding landscape becomes more diverse and complex, funders must disambiguate both funded researchers and those applying for funding. To meet stakeholder expectations, funders need to take advantage of the significant changes in the infrastructure, including the increased adoption of IDs by publishers, aggregators and research institutions.

    Encourage researchers who receive grants to obtain a persistent, standard name ID and use it systematically when research outputs are disseminated.

    Embed IDs in grant submission systems and workflows.

    Declare a persistent public ID for the organization administrating the funds.

    Recommended Practices for Identity Management Systems/Aggregators

    Our examination of use cases, tracing of information flow and mapping profile characteristics to functional requirements revealed a number of gaps and led the task group to recommend the following:

    Design your system so each data element is tagged with provenance information. This information is important for your system users to assess the

  • Registering Researchers in Authority Files

    13

    “trustworthiness” of the information displayed, especially when you have similar information from multiple sources. You’ll need this information to pass on error reports or corrections.

    Establish maintenance mechanisms to:

    o Correct information about a researcher.

    o Merge identities representing the same person.

    o Split entities representing different researchers.

    Establish protocols to communicate changes and corrections to the original source

    Create framework to identify and handle privacy and rights issues. Be willing to share information for matching information between different systems even if the information is not displayed (such as birth dates, provided this does not violate legal requirements and agreements).

    Support batch searching and updating. Enable organizations to export thousands of names at a time to obtain IDs.

    Address interoperability of standards for both formats and data elements.

    Include the IDs used in other systems.

    Link researcher IDs to the institutions or agencies they are affiliated with.

    Methodology

    The OCLC Research Registering Researchers in Authority Files Task Group comprises specialists from the Netherlands, United Kingdom and the United States with different perspectives: researcher, librarian, publisher, ORCID or ISNI Board member, LC/NACO contributors, Program for Cooperative Cataloging, VIAF, VIVO, a Research Information Management System (Symplectic) and a national researcher system. The group communicated through conference calls, email and shared documents and ideas using a web-based project management and collaboration tool.

    For this work, we defined researcher as “anyone who produces or is in the process of producing scholarly output.” By “registering” we mean assigning a persistent ID—a unique reference to a single individual that does not change over time or between systems—usually with some attributes such as discipline, institutional affiliation, or titles of the individual’s publications.

  • Registering Researchers in Authority Files

    14

    The group developed 18 use-case scenarios around six types of actors. The group derived a set of functional requirements from the use-case scenarios. We augmented a list of 100 research networking/ID management systems compiled by Dr. Michael Conlon and selected 20 systems to profile based on two criteria:

    1. The system had to have significant uptake or “mind-share” by researchers.

    2. The system had to represent researchers with a persistent, unique and publicly accessible URI.

    We wanted a representative sample of different researcher information/ID systems. For some system types we profiled only one system to represent a category. We mapped each profile to the functional requirements and identified functional requirements not met and overlaps. We diagramed the relationships among the systems. We solicited external feedback on our use-case scenarios, research networking systems characteristics profiles, functional requirements, and a researcher ID information flow diagram as “work in progress” in July 2013.

    From this research, we identified changes in the field, emerging trends, opportunities and recommendations targeted for each stakeholder. This report summarizes the results of our research; all our research is available as supplementary datasets listed at the end of this document.

    Challenges

    We identified several key challenges associated with disambiguating researcher identities:

    A scholar may be published under many names variations. Abbreviated given names used in journal articles are generally absent from national authority files and authors that publish only in journal articles may not be represented in authority files at all. Middle names or initials may be used inconsistently. If a scholar’s work is translated, the transliteration of the scholar’s name in non-Latin scripts— such as Arabic, Chinese, Cyrillic, Hebrew, Japanese katakana, Korean hangul, or any of the Indic scripts— makes it difficult to rely on text string matching to determine if two authors represent the same person or not.

    Multiple people can share the same name, requiring additional attributes or metadata to distinguish them, such as discipline or research topics, institutional affiliations, or links to publications. This is particularly true for Chinese names, where 87% of the population in China shares just 100 family names (compared to the United States where 90% of the population uses 151,671 family names). 270 million Chinese have the family name of Li, Wang or Zhang, not including all the overseas Chinese.9

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    Some researchers already have multiple profiles or IDs, which may not be linked. A researcher may have profiles or IDs in systems such as Academia.edu, Google Scholar, ISNI (International Standard Name ID), Mendeley, Microsoft Academic, ORCID (Open Researcher and Contributor ID), ReseachGate, Scopus, VIAF (Virtual International Authority File), and VIVO as well as be represented in the institution’s research information management system. The scholar’s web presence may thus be fragmented. Sometimes scholars deliberately maintain distinct identities when publishing in different subject areas or writing under pseudonyms. Privacy control is an additional layer of complexity to consider when developing mechanisms for associating IDs.

    Information related to a researcher or the researcher’s scholarly output that is updated in one system may not be reflected in other systems that include the researcher’s work.

    Standards among different ID systems for both formats and data elements are often not interoperable.

    Landscape Overview

    Researcher IDs are used in a variety of systems at different scales—institutional, disciplinary, national, international and webscale. The total number of researchers worldwide was estimated to be about nine million in 2012.10 No one system includes all of them, and it can be difficult to determine how many active, professional researchers are represented. The current researcher ID information flow represents a complex ecosystem, as illustrated in figure 1.

    The 20 systems we profiled that met our selection criteria fell into 10 categories or types:

    Authority hubs, providing a centralized location of authority records for multiple institutions (6): Digital Author ID (DAI) in The Netherlands; Lattes Platform in Brazil; LC/NACO Authority File; Names Project in the United Kingdom; ResearcherID; Virtual International Authority File (VIAF)

    Research information management systems (sometimes known as CRIS in the context of European systems), storing and managing data about research conducted at an institution and integrating it with data from external sources: Symplectic

    ID hubs, providing a centralized registry of IDs (2): International Standard Name ID (ISNI); Open Researcher and Contributor ID (ORCID)

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    National research portals, providing access to all research data stored in a nation’s network of repositories: National Academic Research and Collaborations Information System (NARCIS) in The Netherlands

    Online encyclopedias, providing information divided into articles which includes references to the works by scholars and articles about individual scholars: Wikipedia

    Reference management systems, helping scholars organize their research, collaborate with others, and discover the latest research: Mendeley

    Research and collaboration hubs, providing a centralized portal where scholars in a particular discipline can work together: nanoHUB

    Researcher profile systems, facilitating professional networking among scholars (5): Community of Scholars; Google Scholar; LinkedIn; SciENcv; VIVO

    Subject author ID systems, linking registered scholars with the records about the works they have written: AuthorClaim

    Subject repositories, facilitating scholarly exchanges within a discipline-based centralized repository in a particular field: arXiv

    Each profile includes: URL for the site; year started; purpose; description; scope; sources; content; size; who it is used by; public functions; restricted functions; which other research network or ID systems it interoperates with; overlaps with other systems; whether it supports linked data; access methods; metadata schema; licenses; fees; responsible agency; and references.11 Some of the information was not available publicly, and where possible we interviewed the system’s developers to provide as complete a profile as possible.

    Comparisons were more meaningful where we had profiled more than one system within a category. For example, the comparison of just the scope and size of authority hubs and ID hubs illustrates a key difference between those that focus only on researchers and those that are very broad, with millions of people represented, in which the number of professional, active researchers cannot be ascertained. The Lattes Platform is the largest of the researcher-only databases profiled; it includes Brazilian researchers in all disciplines plus those outside Brazil who work with them.

    A link to the spreadsheet compiling all the characteristics of all the research networking systems profiles is included in the list of supplementary data.

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    Table 3. Scope and size of authority hubs and ID hubs profiled

    Hub Scope Size (as of Aug 2014)

    Digital Author ID Researchers in all Dutch research information management systems & library catalogs 66K researchers

    Lattes Platform Brazilian researchers and research institutions 2M researchers

    4K institutions

    ISNI

    Data from libraries, open source resource files, commercial aggregators, rights management organizations. Includes performers, artists, producers, publishers

    8M names total

    830K researchers*

    LC/NACO Authority File Persons, organizations, conferences, place names, works 9M names total

    ? researchers

    ORCID Individual researchers plus data from CrossRef/Scopus, institutions, publishers Over 800K registrants

    ResearcherID Researchers in any field, in any country 350K researchers

    VIAF Library authority files for persons, organizations, conferences, place names, works 30M people

    ? researchers

    * These numbers are for assigned ISNIs; total number of names in the ISNI database is 18.7 million of which 1.8

    million are researchers.

    These authority and ID hubs overlap to varying degrees. For example, ISNI is a VIAF contributor, and has loaded and matched records from the Dutch DAI. LC/NACO Authority File records occasionally include ISNI or ORCID IDs and are also contributed to VIAF. There are some key differences in approaches. For example, ISNI consolidates data from multiple databases while ORCID receives only the data from individual or institutional registrations.

    Systems characterized as research information management systems and researcher profile systems similarly include those that focus only on researchers, while those like Google Scholar, ResearchGate and LinkedIn serve millions of people with an unknown percentage representing professional, active researchers.

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    Table 4. Scope and size of research information management and researcher profile systems profiled

    Profile System Scope Size (as of Aug 2014)

    Symplectic Elements

    Institutional data sources plus article & citation, reference databases, bibliographies. author names, IDs, affiliations, bibliography, grants, professional activities, educational history, employment history, teaching activities, etc.

    Over 100K researchers

    Community of Scholars Researcher-created profiles plus more than 70 article and citation databases Over 3M profiles

    Google Scholar Authors of publications in commercial, institutional, and web sources indexed by Google Scholar

    Millions Unknown “verified”

    research profiles

    LinkedIn International user base; profiles created by individuals and organizations Over 300M members ? researchers

    SciENcv National Institutes of Health pilot to link researchers to their grants and output; data from federal and non-federal sources; embedding ORCIDS

    100K researchers

    VIVO

    Sources: funding agencies, institutions, scholar self-reports, open source and publisher data. Profiles include all scholarly output and research, teaching, service activities.

    Over 100K researchers

    Research information management systems like Symplectic pull information from a variety of bibliographic and bibliometric databases such as ArXiv, CiNii, CrossRef, DBLP, figshare, Google Books, Mendeley, ORCID, PubMed, RePEc, SciVal, Scopus and Web of Science. Community of Scholars includes content from over 70 ProQuest and CSA proprietary databases and other certain verified publications such as ABI/INFORM, ERIC and PubMed; information is also pulled from the scholar's personal and institutional websites, if it exists. SciENcv’s beta release provides a shared, voluntary researcher profile system for individuals who receive or are associated with research investments from federal agencies. By embedding ORCID IDs in the grant application workflow, SciENcv can help funders and administrators better track research and understand the impact of the National Institutes of Health’s funding.

    The same information about a specific researcher may be represented in multiple databases, and only a subset interoperates with each other. Figure 1 depicts the flow of information describing researchers and identified researcher outputs such as publications among classes of actors and systems. Each category of actor is depicted with an icon and a caption. An arrow going from one entity to another is used to indicate that information flows from one entity to the other.

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    Specific entities (Crossref, ISNI, VIAF, ORCID) are indicated with bold text; all other entities represent a category of entity within the general types—public aggregator, internal aggregator or public view. The presence or absence of arrows is based on analyzing the detailed research networking systems characteristics profiles12. Arrows are shown in the diagram wherever there is at least one pair of profiled entities of those categories transmitting information.

    Figure 1: Researcher ID information flow13

    The researcher ID information flow diagram reveals several patterns:

    1. Information flow is quite complex overall, especially between public aggregators and private aggregators.

    2. Most of the information flow is one way—there are few automatic or systematic channels for corrections or annotations at later stages to flow back up to public aggregator sources, or to the actors providing them. ISNI—which focuses on managing links between member ID systems and databases—is an exception. It tracks all sources, and corrections are fed back to the source as they are made. The interoperability flows between ISNI and ISNI registration agencies, and between ISNI and VIAF, are indicated in the diagram by bidirectional arrows.

    OCLC Research Registering Researchers in Authority Files Task Group. 2014.

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    3. Many actors are contributing to multiple public views of Researcher ID information.

    4. Information provided by the same class of actor may flow through multiple (possible concurrent) paths to internal aggregator systems and public views—suggesting the potential for duplication and inconsistency.

    5. Individual categories of public views seldom represent more than one type of internal aggregator.

    A key question is how corrections or updates can be communicated between systems. Researchers are frustrated when they see errors in their profile, works incorrectly assigned to them or works missing. Even if the information is corrected in the local instance, it often is not reflected in the aggregated databases or hubs.

    Changes in the Field

    Since the task group started its work in September 2012, we have seen a number of changes in the field; both in the organizations involved with researcher IDs and the increased adoption of researcher IDs. Some of the key changes include:

    The Names Project ended in July 2013. Its deliverables are available for re-use and the results of the project live on in the form of ISNI IDs for UK researchers.14

    Elsevier acquired Atira (a Research Information Management System) and Mendeley.

    Thomson Reuters acquired AVEDAS, the supplier of CONVERIS, another Research Information Management System.

    Elsevier and University College London launched the “UCL Big Data Institute” (building on Elsevier’s acquisition of Mendeley), a new innovation lab to “ tackle the challenges researchers face as they seek to forecast trends, synthesize information from thousands of research papers, and show the potential societal impact of their research so it will be eligible for funding.”15

    ISNI continues to increase the number of researchers represented, now including identities from 12 research-based sources as of January 2014: American Musicological Society, AuthorClaim, British Library Theses, Digital Author IDs (DAI, Dutch), Jisc Names (UK), Modern Languages Association, OCLC Theses, ORCID and DataCite Interoperability Network (ODIN), Proquest Theses, RePec, Scholar Universe and Electronic Tables of Contents (ZETOC).16

    ISNI officially submitted a “notice of inquiry” to the United States Copyright Office to make ISNI part of the author’s process of obtaining copyright.17

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    More research sites are using or experimenting with ORCID to identify their researchers, including PubMed, nanoHUB and SciENcv.

    Wikipedia has been adding ISNIs, ORCIDs and VIAFs via an “authority control template”18; ISNIs and VIAFs have been added to Wikidata (structured data shared by Wikimedia projects including Wikipedia, Wikivoyage and Wikisource).19

    The Library of Congress’ Bibliographic Framework Initiative has proposed linking local authority files to external authority sources as its model for the future.20

    VIVO and Harvard’s Profiles Research Networking Software (using VIVO format) has become more widespread, with more than 100 institutions in the United States plus universities in Australia and China.21

    Google added Thomson Reuters Web of Science citation links to Google Scholar results pages for Web of Science subscribers.22

    ÜberWizard launched the “ÜberWizard for ORCID” to help researchers easily add their grants from multiple funders into their ORCID record.23

    Functional Requirements by Stakeholder

    Working from the set of stakeholder needs, the Task Group identified corresponding functional requirements for research networking systems supporting different communities (The full set is in the Functional Requirements supplementary data spreadsheet.24)

    For researchers and university administrators

    Link multiple IDs a researcher might have to collate output.

    Associate metadata with a researcher’s ID that resolves to the researcher’s intellectual output.

    Verify that a researcher and his or her scholarly output is correctly represented.

    Register a researcher who does not yet have a persistent ID.

    For funders and university administrators

    Link metadata for a researcher’s and institution’s output to grant funder’s data.

    For librarians

    Create consistent and robust metadata through manual or automatic means.

    Associate metadata for a researcher’s output with the correct ID.

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    Disambiguate similar results.

    Merge entities that represent the same researcher and split entities that represent different researchers.

    For aggregators and identity management systems

    Make pre-existing authoritative institutional IDs in systems (such as email, Single-Sign-On, Finance or Human Resources) interoperable with external systems such as ISNI, ORCID or VIAF.

    Link a researcher’s multiple IDs.

    Determine whether an aggregated identity record represents a single identity.

    Affiliate a researcher with multiple departments, institutions, disciplines.

    Track history of a researcher’s various affiliations over time.

    Merge entities representing the same researcher & split entities representing different researchers.

    Communicate information to other systems.

    Tag each data element with its source or provenance.

    Support batch searching and updating.

    Support Unicode to record researchers’ names and citations in other languages and writing systems.

    None of the systems profiled met all of the functional requirements. Please refer to the supplementary dataset 25 which maps each of the 20 profiled systems to the full set of functional requirements to determine which type of system might be most appropriate for your needs.

    Emerging Trends This field is changing so quickly that it is hard to tell whether a couple of examples represent isolated occurrences or indications of an emerging trend. The task group has identified the following as broad emerging trends:

    The need for persistent IDs for researchers has become widespread and there is increasing use of both ISNI and ORCID IDs to disambiguate names. More broadly, Wikipedia, search engines such as Google and the open web community have been investing efforts into disambiguating names. More researchers have multiple IDs in multiple systems.

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    Open data or public access mandates are increasing, with the call that publicly-funded research be accessible to all. This will also increase the demand for researchers to have—and use—persistent IDs

    Registration files are being used more than authority files to identify researchers. Recognizing that there is no one central authority file, the Program for Cooperative Cataloging is considering changes to include references to researcher ID systems in the LC/NACO Authority File.26 National programs have emerged to register all their researchers, such as the Dutch Digital Author Identification (DAI) system and the Lattes Platform in Brazil. The Portuguese national funder FCT requires ORCIDs for its national evaluation system27; all Dutch researchers with DAIs also have ISNIs.28

    Universities are assigning IDs to researchers. Some approaches which we have noted:

    o Assigning ORCIDs to authors when submitting electronic dissertations in institutional repositories. (Harvard)29

    o Automatically generating preliminary authority records from publisher files (Harvard pilot).30

    o Assigning ISNI IDs to all university researchers (LaTrobe)31

    o Streamlining ORCID implementations and developing models for effective adoption—Jisc and ARMA (Association of Research Managers and Administrators) launched a pilot with eight UK higher education institutions.32

    Publishers are among the early adopters of ORCIDs (ACM, Elsevier, PLOS, Springer, Taylor & Francis, Thomson Reuters, Wiley) and ISNI (Bowker and Ringgold are ISNI registration agencies; MacMillan’s Digital Science is an ISNI member). Publishers have started to mark up their websites in schema.org, allowing more linking between library and non-library domains.33

    More machine processing is surfacing the need for further standardization of both formats and data elements in the metadata about researchers. Interoperability between systems is increasing:

    o ISNIs may be automatically added to LC/NACO authority records.

    o ISNI and VIAF have established interoperability procedures.

    o ORCID and ISNI are coordinating their services. ORCID now includes organization IDs to be cross-walked with their ISNI organization IDs.34 The ORCID and ISNI boards recently signed a Memorandum of Understanding

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    defining forms of interoperation, investigating synergies and differences between their systems, and how to share or link IDs. ORCID has released a beta lookup system to search and retrieve ISNI IDs while inside ORCID.35

    o Academic open source environments have started to integrate researchers’ IDs into their platforms, such as the ORCID Adoption and Integration (A&I) Program.36

    o More research information management systems are integrating with VIVO or other profiling systems. Two widely used profile systems are VIVO and Harvard’s Profiles Research Networking Software.37

    More metadata formats can represent researchers and their output, including: MARC, XML, MODS, MADS, ZThes, Common European Research Information Format (CERIF), VIVO RDF. Most if not all research information management systems in the United Kingdom are CERIF-compliant. More organizations and universities are joining the Consortia Advancing Standards in Research Administration Information (CASRAI) to jointly develop a common data dictionary and advance best practices for data exchange and reuse.38

    Opportunities

    The desire to compile and present to the Internet community the complete and accurate output of a scholar or an institution offers new opportunities. Use of IDs rather than text strings to represent a researcher could enable a more comprehensive compilation of the researcher’s work. New researcher ID systems are including many authors who have not been represented in authority files. The widespread use of persistent IDs could provide the means to link and integrate all scholarly output, including those in non-traditional forms such as datasets, e-prints, presentations, survey results and social media like blogs.

    The changing landscape opens the opportunity to reconsider the role of authorities in an ecosystem of registered IDs. Universities may wish to consider automatically registering researchers and assigning persistent IDs beginning with the university’s local faculty files. This is an opportunity to shift to a more “dynamic” way of establishing authority headings. Rather than waiting until sufficient information is available to create a national authority heading, librarians could generate a stub with an ID that others could augment or match and merge with other metadata.

    Batch-querying ID databases would allow more linking of a researcher’s multiple IDs. We believe it’s unlikely that there will ever be one, comprehensive source for all researchers, so the ability to communicate information among systems becomes crucial.

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    We think there is a huge opportunity for third-party reconciliation or resolution services to provide linking among different ID systems rather than have each organization attempting to construct such a linking system on its own. Coordinated with researcher ID systems, authority files and the catalogs with which they are associated represent a rich resource of curated data that can support data linking and semantic web applications. These connections can improve sharing of research outputs, collaboration and new research discoveries.

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    Supplementary Data This report summarizes the results of the research conducted by the OCLC Research Registering Researchers in Authority Files Task Group in 2012-2014. Details of this research are in the following supplementary data sets:

    Supplement A: Use Cases – The 18 use-case scenarios the task group developed around different stakeholders: researcher, funder, university administrator, librarian, identity management system and aggregator (including publishers). http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-a.pdf.

    Supplement B: Research Networking Systems Characteristics Profiles – The 20 research networking systems the task group characterized. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-b.pdf.

    Supplement C: Excel Workbook – This Excel file consists of four worksheets that contain data considered or derived by the OCLC Research Registering Researchers in Authority Files Task Group. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-c.xlsx.

    Worksheet 1: Research Networking Systems (candidates considered) – This worksheet contains the list of 100 research networking and ID systems the task group considered, with the ones selected for profiling highlighted. The Registering Researchers in Authority Files Task Group augmented a list originally provided by task group member Dr. Michael Conlon.

    Worksheet 2: Functional Requirements (derived from 18 use-case scenarios) – This worksheet contains the 48 functional requirements the Registering Researchers in Authority Files Task Group derived from the use-case scenarios and their associated stakeholders.

    Worksheet 3: Profiles (compilation of research networking systems characteristics profiles—overview) – This worksheet contains all 20 research networking systems’ profiles for easy comparison.

    Worksheet 4: Systems Mapped to FRs –This worksheet contains each of the 20 research networking systems profiled and mapped to the functional requirements.

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    Image Attribution

    Cover: Galaxy Zoo. 2007. Mergers Author Poster. Licensed under CC-BY-NC-ND 2.0. http://zooniverse-resources.s3.amazonaws.com/advent-calendar-2010/MergersPoster_5000.jpg.

    Notes

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    1. Times Higher Education World University Rankings: http://www.timeshighereducation.co.uk/world-university-rankings/ Academic Ranking of World Universities: http://www.shanghairanking.com/ QS Top Universities: http://www.topuniversities.com/

    2. See QS (Quacquarelli Symonds Limited). 2013. “Citations per Faculty.” Intelligence Unit. http://www.iu.qs.com/university-rankings/rankings-indicators/methodology-citations-per-faculty/. Citations representing “research influence” is listed as part of the Times Higher Education’s World University Rankings 2013-2014 methodology (captured as the author saw it on 8 September 2014 at http://oc.lc/the2013-2014methodology); Academic Ranking of World Universities’ methodology includes highly cited researchers and articles indexed in major citation indices (captured as the author saw it on 8 September 2014 at http://oc.lc/arw2014methodology).

    3. http://www.rda-jsc.org/rda.html 4. http://www.loc.gov/aba/pcc/naco/index.html. 5. http://viaf.org. 6. See OCLC Research Registering Researchers in Authority Files Task Group. 2014. Supplement A:

    Use Cases. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-a.pdf.

    7. For a conceptual framework of the nature and scope of the evolving scholarly record driving the evolution of scholarship, see: Lavoie, Brian F., Eric Childress, Ricky Erway, Ixchel M. Faniel, Constance Malpas, Jennifer Schaffner, and Titia van der Werf. 2014. The Evolving Scholarly Record. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-evolving-scholarly-record-2014.pdf.

    8. ISNI Registration Agencies are listed at: http://isni.org/do-you-have-an-isni. 9. Fish, Isaac Stone. 2013. “Why Do So Many Chinese People Share the Same Name?” Passport

    (blog). Foreign Policy. 26 April. http://blog.foreignpolicy.com/posts/2013/04/26/why_do_so_many_chinese_people_share_the_same_name.

    10. The nine million researchers worldwide figure is extrapolated from the World Bank’s 2013 figure of 1,271 researchers (full-time equivalents) per million inhabitants (https://web.archive.org/web/20140225192253/http://wdi.worldbank.org/table/5.13) and a 2012 world population of 7.046 billion (https://web.archive.org/web/20140225193314/http://wdi.worldbank.org/table/2.1). The World Bank’s definition of researcher: “Professionals engaged in the conception or creation of new knowledge, products, processes, methods, or systems and in the management of the projects concerned. Postgraduate PhD students (ISCED97 level 6) engaged in R&D are included.”

    11. See OCLC Research Registering Researchers in Authority Files Task Group. 2014. Supplement B: Research Networking Systems Characteristics Profiles. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-b.pdf.

    12. See OCLC Research Registering Researchers in Authority Files Task Group. 2014. Supplement C: Excel Workbook. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-supplement-c.xlsx.

    13. This image is available as a PowerPoint slide with notes. See: OCLC Research Registering Researchers in Authority Files Task Group. 2014. Researcher ID Information Flow. PowerPoint slide. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014-rid-info-flow-slide.pptx

    14. Names Project deliverables are documented here: http://namesproject.wordpress.com/. 15. Kisjes, Iris. 2014. “University College London and Elsevier launch UCL Big Data Institute.”

    Editors’ Update. Elsevier. 6 January. http://editorsupdate.elsevier.com/short-communications/university-college-london-and-elsevier-launch-ucl-big-data-institute/.

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    16. For a current list of ISNI’s research-based sources, see: http://www.isni.org/content/data-

    contributors. 17. ISNI International Agency. 2013. “The ISNI International Agency Recommends the use of the

    International Standard Name Identifier (ISNI) within the Copyright Office’s Systems.” Response to Library of Congress “Notice of Inquiry Docket 2013-2” dated 20 May. http://www.isni.org/filedepot_download/58/336.

    18. The authority control template used in English-language Wikipedia at https://en.wikipedia.org/wiki/Template:Authority_control has been adapted by other Wikipedia sites but not all.

    19. See, for example, the “Statements” on the Wikidata page for Noam Chomsky at http://www.wikidata.org/wiki/Q9049. (Captured as the author saw it on 23 September 2014 at http://oc.lc/chomsky).

    20. BIBFRAME.ORG. 2013. “On BIBFRAME Authority.” 15 August 2013 http://bibframe.org/documentation/bibframe-authority/.

    21. See http://profiles.catalyst.harvard.edu/?pg=community and https://wiki.duraspace.org/display/VIVO/The+VIVO+Wiki. (Captured as the author saw them on 8 September 2014 at http://oc.lc/prns and http://oc.lc/vivo respectively.)

    22. Cornell University Library. 2013. “Web of Science & Google Scholar Announce New Partnership” In Albert R. Mann Library News. Posted 16 December 2013. http://mannlib.cornell.edu/news/web-science-google-scholar-announce-new-partnership.

    23. Über Research. 2014. “ÜberWizard for ORCID Launched—Supporting Researchers in Adding Grants from Various Funders to their ORCID Records with a Free and Open Tool.” Posted 3 March 2014. http://www.uberresearch.com/uberwizard-for-orcid-launched-supporting-researchers-in-adding-grants-from-various-funders-to-their-orcid-records-with-a-free-and-open-tool/.

    24. Refer to “Worksheet 1. Functional Requirements” in OCLC Research Registering Researchers in Authority Files Task Group. 2014. Supplement C: Excel Workbook. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014d.xlxs.

    25. Refer to “Worksheet 4. Systems Mapped to FRs” in OCLC Research Registering Researchers in Authority Files Task Group. 2014. Supplement C: Excel Workbook. Dublin, Ohio: OCLC Research. http://www.oclc.org/content/dam/research/publications/library/2014/oclcresearch-registering-researchers-2014d.xlxs.

    26. Library of Congress. 2014. Descriptive Cataloging Manual: Z1: Name and Series Authority Records. Field 024: Other Standard Number. Washington, D.C.: Cataloging Distribution Service, Library of Congress. http://www.loc.gov/catdir/cpso/dcmz1.pdf.

    27. De Castro, Pablo. 2014. “Building Pioneering Functionality around ORCID Integration: FCT and Portugal” GrandIR Blog. Posted 18 February (00:25). http://grandirblog.blogspot.com/2014/02/building-pioneering-functionality.html.

    28. SURF (Collaborative organization for ICT in Dutch higher education and research) defines DAIs at http://www.surf.nl/en/themes/research/research-information/digital-author-identifier-dai/digital-author-identifier-dai.html. DAI is listed among ISNI’s data contributors at http://www.isni.org/content/data-contributors.

    29. “ETDs @Harvard” http://www.hsph.harvard.edu/registrar/etds-harvard/. 30. Christine Fernsebner Eslao gave a presentation on Harvard’s “OAQ: Identifying Authors through

    Publisher-Collected Metadata” at the American Libraries Association annual meeting 3 July 2014: http://ala14.ala.org/files/ala14/Eslao_oaq%2020140628_1.pdf.

    31. “Peak Global Researcher Identifier Group Welcomes LaTrobe University as a Member and Data Contributor.” LDawson’s blog. http://isni.org/content/peak-global-researcher-identifier-group-welcomes-la-trobe-university-member-and-data-contrib. Sadler, Roderick and Simon Huggard. 2014. “International Standard Name Identifier (ISNI) Identifiers for One University’s Researchers: What, Why, How.” Paper presented at eResearch Australiasia Conference, Melbourne, Australia, October 2014. http://eresearchau.files.wordpress.com/2014/07/eresau2014_submission_34.pdf.

    32. Jisc-ARMA ORCID pilot project is described at: http://www.jisc.ac.uk/fundingopportunities/funding_calls/2014/03/orcid.aspx.

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    The eight higher education institutions selected are listed at: http://orcidpilot.jiscinvolve.org/wp/hei-based-projects/.

    33. See for example the source code for Elsevier’s website, where the schema.org tag for “CreativeWork” is used: view-source:http://www.journals.elsevier.com/accounting-organizations-and-society.

    34. http://support.orcid.org/knowledgebase/articles/276884. 35. MacEwin, Andrew, and Laure Haak. 2014. “ISNI and ORCID sign Memo of Understanding.”

    LDawson’s blog. ISNI. January. http://www.isni.org/content/isni-and-orcid-sign-memo-understanding.

    36. https://orcid.org/content/adoption-and-integration-program. 37. From VIVO Project Director Layne Johnson correspondence 21 August 2014: “Some VIVO leaders

    estimate that there are at least 150 installations worldwide.” For Profiles RNS, see: http://profiles.catalyst.harvard.edu/?pg=community.

    38. The list of international research organizations collaborating with CASRAI has expanded beyond Canada to include Avedas, Jisc, EuroCRIS, Symplectic and VIVO. http://casrai.org/program/organizations.

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