mapstory and placing evolving social network graphs in cartesian space through time

Upload: mapstory

Post on 03-Jun-2018

215 views

Category:

Documents


0 download

TRANSCRIPT

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    1/9

    !"#$%&'( "*+ ,-"./*0 12&-2/*0 $&./"- 34%5&'6

    7'"#89 /* :"'%49/"* $#".4 ;8'&

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    2/9

    S, *.( 6(E&., +* F.A(#,+0.A +3( +(5C*#0? 0,C(2+, *@ +3(,( 0,,*2&0+&*.,4 *.( &, 06?( +*

    A(+(#5&.( 0 +&5(?&.( *# 3&,+*#B *@ 0 C(#,*.T, ?&@(4 +3( C#*E#(,,&*. *@ 0. (/(.+4 *# +3(

    (/*?F+&*. *@ 0 C?02($ UF#+3(#5*#(4 *.( 6(2*5(, 6(++(# 06?( +* 0.+&2&C0+( +3( .(H+

    02+&*., 0,,*2&0+(A D&+3 0 C(#,*.4 C?02(4 *# (/(.+$ UF#+3(#5*#(4 022*F.+&.E @*# +(5C*#0?

    230.E(, 0.A (/*?F+&*. &, 2#&+&20? @*# +3&, #(,(0#23$ U*# &.,+0.2(4 D( 5&E3+ 0,,F5( +30+ 0.

    0.2(,+*# 5*/(A 6(20F,( 3( D0, ,3*D. ?&/&.E &. %0A&,*. M*F.+B4 L(*#E&0 &. =VW< 6F+ &.G?6(#+ M*F.+B4 L(*#E&0 &. =V:

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    3/9

    A/0?@4.%E,''%( 24'9?@4.%ED99&./"%/&* A'"=45&'69C

    -. 5*,+ (H&,+&.E &.@*#50+&*. ,B,+(5,4 +3( (5C30,&, &, *. A(@&.&.E *6J(2+, 0.A 0,,&E.&.E

    /0?F(, +* C#*C(#+&(, *@ +30+ *6J(2+$ Y3&?( +3&, 0CC#*023 50B ,((5 ?*E&20? *. +3( ,F#@02(4

    +3(#( 0#( ,(/(#0? .(E0+&/( 2*.,(bF(.2(, D&+3 +3&, 0CC#*0234 &.2?FA&.E\ N=O &+ A*(, .*+

    ,20?( D(?? +* 0 5F?+&8F,(#4 5F?+&80.0?B,+ (./*.5(.+4 N9O &+ A*(, .*+ (0,&?B ,FCC*#+

    0,,&E.&.E ?(/(?, *@ 2*.@&A(.2( .*# C#*/&A( ?&.'&.E +* ,FCC*#+&.E (/&A(.2(4 NcO &+ A*(, .*+

    #(0A&?B 0??*D @*# +3( A*2F5(.+&.E *@ A&,0E#((5(.+, 6(+D((. /0#&*F, #(,(0#23(#,4 NWO &+&, .*+ D(??8,F&+(A @*# ,FCC*#+&.E 2#*DA ,*F#2&.E *@ &.@*#50+&*.4 0.A N:O &+ C?02(, E#(0+(#

    A(50.A *. ,*@+D0#( #(bF(A +* 5&.( &.@*#50+&*. 0.A #(?0+&*.,3&C, *F+ *@ 0 D&A(

    /0#&(+B *@ *6J(2+ 5*A(?,$

    UF#+3(#5*#(4 0. *6J(2+8C#*C(#+B @#05(D*#' C?02(, +** 5F23 (5C30,&, *. +3( *6J(2+ *@

    &.+(#(,+ 0.A .*+ *. &+, 0,,*2&0+&*. D&+3 +3( C(*C?(4 C?02(,4 0.A (./*.5(.+ 0#*F.A &+$

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    4/9

    X*D(/(#4 +3( 5*,+ 230??(.E&.E C#*6?(5, &. E(.(0?*EB 0.A &.A((A /0#&*F, @*#5, *@

    &./(,+&E0+&*.,4 0#( +BC&20??B .*+ ,*?/(A 6B @*2F,&.E *. +3( C(#,*. *@ &.+(#(,+4 6F+ #0+3(#

    6B &A(.+&@B&.E 0.A @&.A&.E #(?0+&*.,3&C, +* +3( 2*55F.&+B 0.A (/(.+, ,F##*F.A&.E +3(

    C(#,*. *@ &.+(#(,+$ -. E(.(0?*E&20? ,+FA&(,4 @*# &.,+0.2(4 D( @&.A +30+ ,(/(#0? @05&?&(,

    *@+(. &55&E#0+(A 0.A 5&E#0+(A 0, 0 E#*FC4 50##&(A *.( 0.*+3(#4 6*FE3+ ?0.A .(H+ +*

    *.( 0.*+3(# 0.A @#*5 *.( 0.*+3(#4 0.A +BC&20??B ,(#/(A 0, D&+.(,,(, *. (023 *+3(#T,?(E0? A*2F5(.+,$ -+ &, *@+(. +3#*FE3 @*??*D&.E +3( 5*/(5(.+ 0.A 02+&*., *@ +3*,(

    0,,*2&0+(, +30+ D( 0#( 06?( +* @&.A 5&,,&.E &.@*#50+&*. 06*F+ *F# C(#,*. *@ &.+(#(,+$ I3(

    ,05( 20. 6( ,0&A @*# &.+(??&E(.2( E0+3(#&.E 0.A 2#&5&.0? &./(,+&E0+&*.4 &A(.+&@B 0.A

    F.A(#,+0.A +3( 2*55F.&+B 0#*F.A +3( C(#,*. *@ &.+(#(,+ 0.A B*F 6(E&. +* F.A(#,+0.A

    +3( C(#,*. *@ &.+(#(,+$ I3&, +BC( *@ #(,(0#23 0.A 0.0?B,&, &, /(#B D(?? ,FCC*#+(A 6B 0.

    *6J(2+80,,*2&0+&*. @#05(D*#'$

    -. 0AA&+&*.4 C#*C(#+&(, A*.T+ +BC&20??B 20##B &.A&20+&*., *@ bF0?&+B4 ,F23 0, +3( ?(/(? *@

    2*.@&A(.2( +30+ 0 C0#+&2F?0# C#*C(#+B /0?F( &, 2*##(2+ N($E$ 3*D 5F23 A* B*F 6(?&(/( +30+

    3( &, +3( @0+3(# +* +3&, C(#,*.dO$ Q*# A* C#*C(#+&(, +(.A +* 20##B C#*/(.0.2( ,FCC*#+&.E3*D +30+ C#*C(#+B /0?F( D0, A(#&/(A4 .*# ?&.', +* 0?? +3( ,*F#2(, *@ (/&A(.2( F,(A &.

    +3(,( A(2&,&*.,$ Q*# A* +3(B (0,&?B ,FCC*#+ 5F?+&C?(4 0?+(#0+&/( /0?F(, @*# 0 E&/(.

    C#*C(#+B D&+3 #(0A&?B 0/0&?06?( (/&A(.2( @*# (023 0?+(#.0+( /0?F($ Y3&?( 0 C#*C(# A(,&E.

    *@ 0 5*#( #*6F,+ *6J(2+8C#*C(#+B @#05(D*#' 2*F?A &5C#*/( ,*5( *@ +3(,( 230??(.E(,4 0

    5*#( @?(H&6?( 0.A (@@&2&(.+ ,*?F+&*. &, 6(,+ A(?&/(#(A D&+3 0 @#05(D*#' +30+ C?02(,

    E#(0+(# (5C30,&, *. A(+(#5&.&.E 0,,*2&0+&*., 6(+D((. *6J(2+, 0.A ,+*#(, +3*,(

    0,,*2&0+&*., 0, 022(,,&6?( *6J(2+, &. +3( *D. #&E3+$

    -. 0AA&+&*. +* E&/&.E (H05C?(, *@ /0#&*F, *6J(2+ +BC(, D&+3&. +3( C#*C*,(A @#05(D*#'4

    U&E = 0?,* &??F,+#0+(, +3( &5C*#+0.2( *@ 0 D(??8A(,&E.(A 0,,*2&0+&*. 5*A(? +30+ 6&.A,

    +3(,( *6J(2+, +*E(+3(#$ I3( &A(0? 0,,*2&0+&*. 5*A(? D*F?A &.2?FA( +&5( C#*C(#+&(, N($E$+&5( &.,+0.2( *# #0.E(O4 0, D(?? 0, *.?&.( ?&.', 6(+D((. +3( +D* *6J(2+, 0.A 0 A(@&.&+&*.

    *@ +3( #*?(, *@ +3*,( ?&.', N($E$ Z@0+3(#[ 0.A Z,*.[O$ UF#+3(#5*#(4 +3( &A(0? 0,,*2&0+&*.

    *6J(2+ D*F?A C#*/&A( 0 ,F6J(2+&/( *# *6J(2+&/( 5(0,F#( *@ +3( 2*.@&A(.2( &. +3( /0?&A&+B

    *@ +30+ 0,,*2&0+&*. 0.A D*F?A C#*/&A( ?&.', +* +3( (/&A(.2( +30+ ,FCC*#+, *# #(@F+(, +3&,

    0,,*2&0+&*.$

    I3( '(B A&@@(#(.2( C(#30C, @#*5 +#0A&+&*.0? *6J(2+8C#*C(#+B 0CC#*023(, &, +30+ +3(

    @*2F, &, QKI *. 0,,&E.&.E C#*C(#+&(, +* +3( K6J(2+, N3(#( 2?0,,&@&(A 0, a(*C?(4 a?02(,4

    G/(.+,4 I**?,4 0.A a#*AF2+,O 6F+ &. A&,2*/(#&.E 0.A F.A(#,+0.A&.E +3( 0,,*2&0+&*.,

    6(+D((. /0#&*F, K6J(2+, 0.A +3F, 6(&.E 06?( +* 5&.( +3(,( C#*C(#+&(, 60,(A *. +3(,(0,,*2&0+&*.,$ -. ,F550#B4 +3( 50&. 230#02+(#&,+&2, *@ +3&, 0CC#*023 0#(\

    &.@*#50+&*. 20##&(A 6B +3( K6J(2+, &, 5&.&50?

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    5/9

    5*,+ &.@*#50+&*. &, &. +3( S,,*2&0+&*., +3( 0,,*2&0+&*. A0+0 ,(#/&2( &, +3( '(B +* 5&.&.E .(D 0,,*2&0+&*., 0.A +3F,

    A(+(#5&.&.E '.*D?(AE( 06*F+ +3( *6J(2+,

    +&5( +0EE&.E &, *@ F+5*,+ &5C*#+0.2( @*# 0?? K6J(2+, 0.A S,,*2&0+&*., +3( S,,*2&0+&*. 5*A(? ,3*F?A 6( /(#B #*6F,+4 ,FCC*#+&.E\

    o +&5(o #(@(#(.2( +* ,*F#2( 0.A +0#E(+ *6J(2+,o 2?0,,&@&20+&*. *@ #(?0+&*.,3&C N($E$ Z@0+3(#K@[4 Z0++(.A(A[4 Z?*20+&*.K@[Oo (/&A(.2( @*# +3( #(?0+&*.,3&C N*@+(. 0 #(@(#(.2( +* 0 a#*AF2+Oo 0 bF0.+&@&20+&*. *@ 2*.@&A(.2( &. +3( A(+(#5&.(A 0,,*2&0+&*.

    I3&, &, 0 5&.*# C0#0A&E5 ,3&@+ D&+3 50J*# 2*.,(bF(.2(,$ I3&, &, C0#+&2F?0#?B +#F( D&+3

    #(E0#A +* ,*@+D0#( #(bF(A +* ,FCC*#+ #(,(0#23 0.A 0.0?B,&, 60,(A *. 0?? *@ +3(,(C*+(.+&0? #(?0+&*.,3&C,$ Y( D&,34 @*# &.,+0.2(4 +* @&.A 0?? C*+(.+&0? 2*..(2+&*., *@ 0

    C0#+&2F?0# &.A&/&AF0? C(#,*. +* 0?? 0.B C(*C?(4 0.B (/(.+ N($E$ 60++?(4 6+34 A(0+34

    50##&0E(4 ?0D ,F&+4 2*./(#,0+&*.4 CF#230,(4 (+2$O4 0.B C#*AF2+ N($E$ 2(.,F,4 A((A4

    A*2F5(.+4 A*2F5(.+,4 "QS +(,+4 @05&?B +#((4 &50E(4 (+2$O4 0.B +**? N($E$ 20#4 6*0+4

    2*5CF+(#4 0.2&(.+ 0#+&@02+4 (+2$O4 0.A *@ 2*F#,(4 0.B C?02( N($E$ 3*F,(4 60.' 022*F.+4

    @0#54 -a 0AA#(,,4 ,+*#(4 (+2$O$

    -. 0. *6J(2+8C#*C(#+B @#05(D*#'4 +3&, D*F?A #(bF( ,*@+D0#( 20C06?( *@ C0#,&.E 0.A

    5&.&.E (023 *@ +3(,( /0#&*F, *6J(2+ +BC(, 0.A ,F6+BC(,4 ?**'&.E @*# C*,,&6?( 5(.+&*., *@

    +3&, C(#,*.$ K.( 50J*# 0A/0.+0E( *@ +3( *6J(2+80,,*2&0+&*. 0CC#*023 &, +30+ &.,+(0A *@

    .((A&.E +* C0#,( 0?? *6J(2+ 5*A(?, &. +3( @#05(D*#'4 ,*@+D0#( D*F?A *.?B .((A, +* 6(06?( +* C0#,( +3( S,,*2&0+&*. *6J(2+$ I3( C(#,*. *@ &.+(#(,+ D*F?A 6( 0,,*2&0+(A D&+3 0

    F.&bF( -"4 0.A +3( ,*@+D0#( D*F?A *.?B .((A +* ,(0#23 0?? 0,,*2&0+&*., @*# 0 #(@(#(.2( +*

    +30+ -"$ >&5&?0#?B4 2#*,, #(@(#(.2(, *@ +30+ C(#,*. +* 0.B *+3(# *6J(2+ NC(#,*.4 C?02(4

    (/(.+4 +**?4 *# C#*AF2+O D*F?A ,&5C?B &./*?/( ,(0#23&.E 0,,*2&0+&*., @*# 0.B 0,,*2&0+&*.

    6(+D((. +3*,( +D* N*# 5*#(O -",$

    I3&,4 2*56&.(A D&+3 +3( 06&?&+B +* ,FCC*#+ 2*.@&A(.2( A(,&E.0+&*.,4 ?&.', +* (/&A(.2( *#

    C#*/(.0.2(4 0.A (0,( *@ 2#(0+&.E .(D 0,,*2&0+&*.,4 C#*/&A(, ,&E.&@&20.+ 6(.(@&+,$ %0'&.E

    ,F23 20C06&?&+&(, 0/0&?06?( +3#*FE3 ,+0.A0#A (.2*A&.E, 0.A ,+0.A0#A D(6 ,(#/&2(,4 ,F23

    0, +3*,( C#*/&A(A 6B +3( KC(. L(*,C0+&0? M*.,*#+&F54 (,+06?&,3(, 0 C*D(#@F?@#05(D*#' @*# ,FCC*#+&.E 0.B #(,(0#23 0.A 0.0?B,&, &. E(.(0?*EB4 3&,+*#B4 2#&5&.0?

    &./(,+&E0+&*.4 0.A &.+(??&E(.2($

    ;4.8*/."- :&*9/+4'"%/&*9

    I3( C#*C*,(A @#05(D*#' D&?? 6( 6F&?+ *. *C(.8,*F#2( D(6 ,(#/&2( &.+(#@02(, 0.A

    (.2*A&.E, @#*5 KC(. L(*,C0+&0? M*.,*#+&F5 NKLMO$ I3( &.@*#50+&*. D&?? 6( C#*/&A(A

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    6/9

    +3#*FE3 *C(. ,+0.A0#A (.2*A&.E, ,F23 0, +3( L(*E#0C3B %0#'FC `0.EF0E( NL%`O4

    _(B3*?( %0#'FC `0.EF0E( N_%`O4 >(.,*# %*A(? `0.EF0E( N>(.,*#%`O4 K6,(#/0+&*., e

    %(0,F#(5(.+, NKe%O4 0.A 50A( 0/0&?06?( +3#*FE3 *C(.8,+0.A0#A D(6 ,(#/&2(

    &.+(#@02(,4 ,F23 0, Y(6 U(0+F#( >(#/&2( NYU>O 0.A >(.,*# K6,(#/0+&*. >(#/&2( N>K>O$

    I3(,( 0#( 0?? *C(. ,+0.A0#A, A(/(?*C(A D&+3&. +3( KLM 0.A ,FCC*#+(A +3#*FE3 0 /0#&(+B

    *@ 0CC?&20+&*. 0.A ,(#/(#8,&A( ,*@+D0#($

    -. C0#+&2F?0#4 D( C#*C*,( +* &5C?(5(.+ +3&, @#05(D*#' F,&.E +3( D&A(?B8F,(A 0.A D(??8

    ,FCC*#+(A KC(.L(* >F&+( 0.A D&?? 2*??06*#0+( D&+3 +3( KC(.L(* 2*55F.&+B *. +3(

    %0C>+*#B 6F&?A *@ +3( 2*5C*.(.+,$ X*D(/(#4 6(20F,( *@ +3( F,( *@ *C(. ,+0.A0#A,4

    +3( @#05(D*#' D*F?A .*+ 6( ?&5&+(A +* +3&, C0#+&2F?0# &5C?(5(.+0+&*. 0.A D*F?A &.A((A

    F+&?&P( *+3(# &5C?(5(.+0+&*., *@ KLM D(6 ,(#/&2(, 0.A D*F?A 6( 022(,,&6?( +* 0.B *+3(#

    2?&(.+ 0CC?&20+&*., 6F&?+ *. KLM ,+0.A0#A,$

    I3( */(#0?? C#*J(2+ E*0?, &.2?FA(\

    M#(0+( C#*C(# A0+0 5*A(?, 0.A ,23(50 @*# K6J(2+, M#(0+( 0 C#*C(# A0+0 5*A(? 0.A ,23(50 @*# S,,*2&0+&*., M#(0+( 0 ,(+ *@ 0,,*2&0+&*. #F?(, 6(+D((. *6J(2+, "(/(?*C (0,&?B 2*.@&EF#(A D(6 ,(#/&2(, a*CF?0+( +3(,( ,(#/&2(, D&+3 0 D&A( /0#&(+B *@ +(,+ A0+0 "(/(?*C 5&.&.E (.E&.(, @*# 0.0?BP&.E 0.A A(#&/&.E S,,*2&0+&*., "(/(?*C 0CC?&20+&*., 0.A D(6 &.+(#@02(, @*# 50CC&.E .(D 0,,*2&0+&*., 0.A

    A&,C?0B&.E #(,F?+, &. A&@@(#(.+ /&(D,

    I3(,( 0#( A&,2F,,(A &. 5*#( A(+0&? 6(?*D$

    :'4"%4#'' +"%" =&+4-9 "*+ 9.84=" F&' >?@4.%9C %*A(?, @*# (023 *6J(2+ +BC( 0.A

    ,F6+BC( D&?? 6( A(/(?*C(A &. f.&/(#,0? %*A(? `0.EF0E( Nf%`O D3&23 D&?? 6( F,(A +*

    0F+*50+&20??B E(.(#0+( 0CC#*C#&0+( g%` ,23(50$ I3(,( 5*A(?, 6B A(,&E. D&?? 6( ?&E3+8

    D(&E3+ 0.A 5&.&50? N,&.2( 5*,+ &.@*#50+&*. &, 20##&(A 6B 0,,*2&0+&*.,$ %*#( #*6F,+

    5*A(?, 0.A ,23(50 50B 6( A(/(?*C(A +* ,FCC*#+ #(C*#+, E(.(#0+(A *.8A(50.A @#*5

    +3( S,,*2&0+&*. %&.&.E ,*@+D0#($

    :'4"%4" #'' +"%" =&+4- "*+ 9.84=" F&' D99&./"%/&*9C I3( S,,*2&0+&*. 5*A(? &, '(B+* +3&, @#05(D*#' 6F+ &+ D&?? 6( ,&5C?( 0.A 2*.2&,($ S ,&.E?( S,,*2&0+&*. 5*A(? D&??

    ,FCC*#+ 0?? 0,,*2&0+&*.,4 0.A D&?? &.2?FA( +&5(4 #(?0+&*.,3&C A(@&.&+&*.,4 2*.@&A(.2( ?(/(?,4

    0.A ?&.', +* (/&A(.2( 0.A C#*/(.0.2( +* ,FCC*#+ *# #(@F+( +3( 0,,*2&0+&*.$

    :'4"%4 " 94% &F "99&./"%/&* '

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    7/9

    @*# 2#(0+&.E .(D 0,,*2&0+&*.,$ G023 #F?( D*F?A ?&,+ +3( 0??*D06?( *6J(2+ +BC(, 0.A

    ,F6+BC(, *@ +3( ,F6J(2+ 0.A C#(A&20+( 0.A +3( #(?0+&*.,3&C 6(+D((. +3(5 NQ*+(\ 0.

    0,+(#&,' @*# +3( K6J(2+ +BC( *# ,F6+BC( &.A&20+(, Z0.B[ +BC( *# ,F6+BC( 20. 6(

    ,F6,+&+F+(AO$ U*# (H05C?(4 0 /(#B ,50?? ,F6,(+ *@ +3( 0,,*2&0+&*. #F?(, 5&E3+ &.2?FA(\

    $

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    8/9

    &.@*#50+&*. D&?? 6( &.,(#+(A &.+* +3( D(6 ,(#/&2(, 6B F,(#, AF#&.E +3( 02+ *@ #(,(0#23

    0.A 0.0?B,&,$

    U*# +3( E(.(0?*EB #(,(0#23 +(,+ 6(A A(,2#&6(A 6(?*D4 +3&, &.@*#50+&*. &, (HC(2+(A +*

    &.2?FA( +&5(8+0EE(A E(*,C0+&0? @(0+F#(, &.2?FA&.E C*?&+&20? 6*F.A0#&(, N+(##&+*#&(,4

    ,+0+(,4 2*F.+&(,4 5&?&+0#B A&,+#&2+,4 (+2$O4 /&??0E( 0.A 2&+B4 +#0.,C*#+0+&*. #*F+(, N+#0&?,4#*0A,4 +#0&. +#02',4 ,3&CC&.E #*F+(,4 (+2$O4 0, D(?? 0, C0#2(?, 0.A ?*+, @*F.A &. A((A,$

    X*D(/(#4 0AA&+&*.0? A0+0 D&?? &.2?FA( 2(.,F,(,4 +0H #(2*#A,4 23F#23 #(2*#A,4 A((A,4 ?(E0?

    20,( #(C*#+4 ?(++(#,4 C&2+F#(,4 D&??,4 0.A 0 3*,+ *@ *+3(# A0+0 +BC&20??B F,(A &. E(.(0?*EB

    #(,(0#23$ >*5( *@ +3(,( A0+0 D&?? 0E0&. 6( (.+(#(A 6B +3( #(,(0#23(#4 D3&?( *+3(# A0+0

    50B 6( 5&.(A @#*5 ?0#E(# A0+060,( ,F23 0, +3( CF6?&2?B 0/0&?06?( `)> U05&?B >(0#23

    A0+0$ -. 0AA&+&*.4 @05&?B +#(( #(2*#A, 0.A 0,,*2&0+&*., D&?? 6( &.E(,+(A @#*5 (H&,+&.E

    LG"MK% @&?(, @#*5 /0#&*F, #(,(0#23(#T, +#((, 0, D(?? 0, 0AA(A AB.05&20??B 0, C0#+ *@

    +3( +(,+ 6(A$

    G424- =/*/*0 4*0/*49 F&' "*"-(H/*0 "*+ +4'/2/*0 D99&./"%/&*9C I3( C*D(# *@ ,F23 0

    @#05(D*#' 2*5(, @#*5 +3( 06&?&+B +* 5*#( (0,&?B A(/(?*C 0.A 0CC?B ,*@+D0#( +* 5&.(0,,*2&0+&*. A0+04 +* A(#&/( .(D 0,,*2&0+&*., 0.A +* C#(A&2+ 02+&*., 0.A +#(.A, 60,(A *.

    +3(,( 0,,*2&0+&*.,$ I3&, ,*@+D0#( D&?? #0.E( @#*5 ,&5C?( ,(0#23 @*# C0#+&2F?0# *6J(2+ -",4

    +* 0,,*2&0+&*., A(#&/(A @#*5 &.@(#(.2(, 6(+D((. A&@@(#(.+ 0,,*2&0+&*.,4 +* 5*#(

    2*5C?(H 5&.&.E (.E&.(, +30+ A&,2*/(# #(?0+&*.,3&C 60,(A *. &.@(#(.2( *# 0#( 06?( +*

    C#(A&2+ @F+F#( 6(30/&*# *# A(2+&*.,$

    G424- "##-/."%/&*9 "*+ 54? /*%4'F".49 F&' ="##/*0 *45 "99&./"%/&*9 "*+ +/9#-"(/*0

    '49 U05&?B >(0#23 A0+060,(4 +* &./(,+&E0+( +3( C*,,&6&?&+B *@ &.E(,+&.E 0 ?0#E(#

    ,F6,(+ *@ +3( A0+0 &.+* +3( @#05(D*#' @*# +(,+&.E ,20?06&?&+B 0.A /(#,0+&?&+B$

    -. 0AA&+&*.4 *+3(# +(,+ 6(A, 2*F?A &.2?FA( #(,(0#23 &.+* 3&,+*#&20? (/(.+,4 ,F23 0, +3(

    `(H&.E+*.iM*.2*#A ,'&,34 0 A&,0,+(# (/(.+4 *# +3( (/*?F+&*. *@ 0 2&+B *# /&??0E($ -. 0

    5*#( ,(2F#( (./*.5(.+4 0 +(,+ 6(A 2*F?A 0?,* 6( 2*.,+#F(A &./*?/&.E 0. &.+(??&E(.2(8

    60,(A #(,(0#23 0.A 0.0?B,&, E*0?4 ,F23 0, 2*F.+(#8&.,F#E(.2B4 5&,,&*. C?0..&.E4 *#

    ?*20+&.E 0 C(#,*. *@ &.+(#(,+$

  • 8/12/2019 MapStory and Placing Evolving Social Network Graphs in Cartesian Space Through Time

    9/9

    :&*.-