2014 ieee/wic/acm international joint conferences on web ...toc.proceedings.com/24112webtoc.pdf2014...
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IEEE Catalog Number: ISBN:
CFP14WEB-POD 978-1-4799-4142-1
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI 2014) and Intelligent Agent Technologies (IAT 2014)
Warsaw, Poland 11-14 August 2014
Volume 1 Pages 1-465
1/3
2014 IEEE/WIC/ACMInternational Joint
Conferences on WebIntelligence (WI)
and Intelligent AgentTechnologies (IAT)
WI-IAT 2014Table of Contents
Volume - 1
WI 2014 Preface - I.................................................................................................................................xi
WI 2014 Conference Committee - I ....................................................................................................xiii
WI 2014 Program Committee Chairs - I.............................................................................................xiv
WI 2014 Program Committee Members - I.........................................................................................xv
WI 2014 Non-Program Committee
Reviewers - I ........................................................................................................................................xxi
2014 IEEE/WIC/ACM International Conference on WebIntelligence - I
Regular Contributions
Foundations of Web IntelligenceQuantum Cognition .................................................................................................................................1
Arun K. Majumdar and John F. Sowa
Structural Vulnerability Analysis of Overlapping Communities in ComplexNetworks .................................................................................................................................................5
Md Abdul Alim, Nam P. Nguyen, Thang N. Dinh, and My T. Thai
Cloud Application Development Methodology ......................................................................................13Hind Benfenatki, Catarina Ferreira Da Silva, Aïcha-Nabila Benharkat,and Parisa Ghodous
v
Multi-agent Information Diffusion Model for Twitter ..............................................................................21Keisuke Ikeda, Yoshiyuki Okada, Fujio Toriumi, Takeshi Sakaki,Kazuhiro Kazama, Itsuki Noda, Kosuke Shinoda, Hirohiko Suwa,and Satoshi Kurihara
Adaptive Landmark Selection Strategies for Fast Shortest PathComputation in Large Real-World Graphs ...........................................................................................27
Frank W. Takes and Walter A. Kosters
Enumerating Communities for a Deeper Understanding of CommunityFinding ..................................................................................................................................................35
Zachary Kurmas, Hugh McGuire, Jerry Scripps, and Christian Trefftz
Big Data - Characterizing an Emerging Research Field Using Topic Models ......................................43Thomas Hansmann and Peter Niemeyer
Efficient Spatio-textual Similarity Join Using MapReduce ....................................................................52Yu Zhang, Youzhong Ma, and Xiaofeng Meng
Semantic Aspects of Web IntelligenceAspect-Based Similar Entity Search in Semantic Knowledge Graphswith Diversity-Awareness and Relaxation ............................................................................................60
Steffen Metzger, Ralf Schenkel, and Marcin Sydow
Learning Concise Pattern for Interlinking with Extended Version Space .............................................70Zhengjie Fan, Jérôme Euzenat, and François Scharffe
SORM: A Social Opinion Relevance Model .........................................................................................78Allan Diego Silva Lima and Jaime Simão Sichman
Collecting Conceptualized Relations from Terabytes of Web Textsfor Understanding Unknown Terms ......................................................................................................86
Masumi Shirakawa, Kotaro Nakayama, Eiji Aramaki, Takahiro Hara,and Shojiro Nishio
Person Identification between Different Online Social Networks ..........................................................94Cheng-Ta Chung, Chia-Jui Lin, Chih-Hung Lin, and Pu-Jen Cheng
Obtaining Technology Insights from Large and Heterogeneous DocumentCollections ..........................................................................................................................................102
Lipika Dey, Diwakar Mahajan, and Hemant Gupta
A New Sentence Similarity Method Based on a Three-Layer SentenceRepresentation ...................................................................................................................................110
Rafael Ferreira, Rafael Dueire Lins, Fred Freitas, Bruno Avila,Steven J. Simske, and Marcelo Riss
Multi-feature and DAG-Based Multi-tree Matching Algorithm for AutomaticWeb Data Mining ................................................................................................................................118
Shengsheng Shi, Chengfei Liu, Chunfeng Yuan, and Yihua Huang
vi
A Comparison of Mobile Rule Engines for Reasoning on Semantic WebBased Health Data ..............................................................................................................................126
William Van Woensel, Newres Al Haider, Patrice C. Roy,Ahmad Marwan Ahmad, and Syed S.R. Abidi
Locality-Sensitive Hashing for Massive String-Based Ontology Matching .........................................134Michael Cochez
World Wide Wisdom WebSemantic Heuristic Search in Collaborative Networks: Measuresand Contexts .......................................................................................................................................141
Valentina Franzoni, Marco Mencacci, Paolo Mengoni, and Alfredo Milani
An Approach for Learning and Construction of Expressive Ontologyfrom Text in Natural Language ...........................................................................................................149
Ryan Ribeiro De Azevedo, Fred Freitas, Rodrigo G.C. Rocha,José Antônio Alves De Menezes, Cleyton Mário De Oliveira Rodrigues,and Gabriel De F.P. e Silva
Mining Twitter Data with Resource Constraints ..................................................................................157George Valkanas, Ioannis Katakis, Dimitrios Gunopulos, and Antony Stefanidis
Conjunctive Query Programming: A Paradigm for Knowledge Engineeringof Optimization Problems in the Semantic Web .................................................................................165
Thomas Fischer
Recommender SystemsFinding the Needle in the Haystack: Identifying Business Communitiesin Internet Traffic .................................................................................................................................175
Stefan Weigert, Matti A. Hiltunen, and Christof Fetzer
NCDREC: A Decomposability Inspired Framework for Top-NRecommendation ................................................................................................................................183
Athanasios N. Nikolakopoulos and John D. Garofalakis
Optimizing Personalized Ranking in Recommender Systems with MetadataAwareness ..........................................................................................................................................191
Marcelo G. Manzato, Marcos A. Domingues, and Solange O. Rezende
Improving Personalized Ranking in Recommender Systemswith Multimodal Interactions ...............................................................................................................198
Arthur F. Da Costa, Marcos A. Domingues, Solange O. Rezende,and Marcelo G. Manzato
A Link Prediction Approach for Item Recommendation with ComplexNumber ...............................................................................................................................................205
Feng Xie, Zhen Chen, Jiaxing Shang, Xiaoping Feng, Wenliang Huang,and Jun Li
SemanticSVD++: Incorporating Semantic Taste Evolution for PredictingRatings ................................................................................................................................................213
Matthew Rowe
vii
Propagating Users' Similarity towards Improving Recommender Systems ........................................221Anna Satsiou and Leandros Tassiulas
Online Recommender System for Radio Station Hosting: ExperimentalResults Revisited ................................................................................................................................229
Dmitry I. Ignatov, Sergrey Nikolenko, Taimuraz Abaev,and Natalia Konstantinova
Fuzziness and Ontology in Personalization of Selection Processes inthe Semantic Web ..............................................................................................................................237
Marek Z. Reformat, Cuong Ly, and Petr Musilek
Information RetrievalSentence-Based Plot Classification for Online Review Comments ....................................................245
Hidenari Iwai, Yoshinori Hijikata, Kaori Ikeda, and Shogo Nishida
Summarizing Search Results with Community-Based Question Answering ......................................254Chung-Lun Chiang, Shih-Ying Chen, and Pu-Jen Cheng
Lazy Walks Versus Walks with Backstep: Flavor of PageRank .........................................................262Mieczysław A. Kłopotek, Sławomir T. Wierzchoń, Krzysztof Ciesielski,Dariusz Czerski, and Michał Dramiński
A Machine Learning Approach to SPARQL Query Performance Prediction ......................................266Rakebul Hasan and Fabien Gandon
Improving Biodiversity Data Retrieval through Semantic Searchand Ontologies ....................................................................................................................................274
Flor K. Amanqui, Kleberson J. Serique, Silvio D. Cardoso,José L. Dos Santos, Andrea Albuquerque, and Dilvan A. Moreira
Online Retweet Recommendation with Item Count Limits .................................................................282Xiaoqi Zhao and Keishi Tajima
Extracting Attributes and Synonymous Attributes from OnlineEncyclopedias .....................................................................................................................................290
Qian Liu, Dayong Wu, Yue Liu, and Xueqi Cheng
Credibility Microscope: Relating Web Page Credibility Evaluations to TheirTextual Content ..................................................................................................................................297
Wojciech Jaworski, Emilia Rejmund, and Adam Wierzbicki
Harnessing Social Signals to Enhance a Search ...............................................................................303Ismail Badache and Mohand Boughanem
Relevant Sources of Information Are Not Necessarily Popular Ones ................................................310Romain Noel, Alexandre Pauchet, Bruno Grilheres, Nicolas Malandain,Laurent Vercouter, and Stephan Brunessaux
viii
Workshops
Web Personalization, Recommender Systems, and SocialMediaHybrid Algorithm for Precise Recommendation from Almost Infinite Setof Websites .........................................................................................................................................318
Dominik Deja, Radosaw Nielek, Xiu Lin, and Adam Wierzbicki
Combining Query Terms Extension and Weight Correlative for ExpertFinding ................................................................................................................................................323
Chen-Tao Chuang, Kai-Hsiang Yang, Yu-Li Lin, and Jenq-Haur Wang
Recommender System for Crowdsourcing Platform Witology ............................................................327Dmitry I. Ignatov, Alexandra Kaminskaya, Natalia Konstantinova,and Andrey Konstantinov
Feature Selection and Term Weighting ..............................................................................................336Abdulmohsen Algarni and Nasser Tairan
Improving Collaborative Filtering Based Recommenders Using TopicModelling ............................................................................................................................................340
Jobin Wilson, Santanu Chaudhury, and Brejesh Lall
Dynamic Learning of Keyword-Based Preferences for NewsRecommendation ................................................................................................................................347
Antonio Moreno, Lucas Marin, David Isern, and David Perelló
Link Prediction Based on Multi-steps Resource Allocation ................................................................355Zhifeng Wu and Yaohui Li
Fuzzy Subjective Sentiment Phrases: A Context Sensitiveand Self-Maintaining Sentiment Lexicon ............................................................................................361
Seyed Ali Bahrainian, Marcus Liwicki, and Andreas Dengel
Social Web IntelligenceOn the Effectiveness of Emergent Task Allocation of Virtual ProgrammerTeams .................................................................................................................................................369
Oskar Jarczyk, Błażej Gruszka, Leszek Bukowski, and Adam Wierzbicki
Identification of Opinion Leaders Based on User Clustering and SentimentAnalysis ..............................................................................................................................................377
Jiangjiao Duan, Jianping Zeng, and Banghui Luo
Indirect Keyword Recommendation ....................................................................................................384André Sabino, Armanda Rodrigues, Miguel Goulão, and João Gouveia
Tweet Sentiment Analytics with Context Sensitive Tone-Word Lexicon ............................................392Amal Babour and Javed I. Khan
ix
Knowledge Discovery in OntologiesAn Ontology for Guiding Performance Testing ...................................................................................400
Artur Freitas and Renata Vieira
Ontology as a Base for State Space of Expert Systems ....................................................................408Boris Bučko, Michal Joštiak, Vladimír Smatanik, and Katarína Zábovská
Learning of Legal Ontology Supporting the User Queries Satisfaction ..............................................414Imen Bouaziz Mezghanni and Faiez Gargouri
Multi-agent Based System for Multilingual Ontologies Maintenance ..................................................419Saeed Albukhitan and Tarek Helmy
An Approach to Join Ontologies and Their Reuse in the Constructionof Application Ontologies ....................................................................................................................424
Fhillipi Silva and Rosario Girardi
Interpreting Discovered Patterns in Terms of Ontology Concepts .....................................................432Md Abul Bashar, Yuefeng Li, Yan Shen, and Mubarak Albathan
Detecting and Correlating Video-Based Event Patterns: An Ontology DrivenApproach ............................................................................................................................................438
Nisha Pahal, Santanu Chaudhury, Vishwanath Gaur, Brejesh Lall,and Anupama Mallik
Natural Language Processing and Ontology EngineeringMapping Word Senses of Middle Ancient Chinese to WordNet .........................................................446
Yingjie Zhang, Bin Li, Xiaoyu Wang, Xueyang Liu, and Jiajun Chen
Application of TextRank Algorithm for Credibility Assessment ...........................................................451Bartomiej Balcerzak, Wojciech Jaworski, and Adam Wierzbicki
Integrating Pinyin to Improve Spelling Errors Detection for ChineseLanguage ............................................................................................................................................455
Peng Jin, Xingyuan Chen, Zhaoyi Guo, and Pengyuan Liu
Exploratory Study of Relationships among Statement Credibility, Context,and Semantic Similarity ......................................................................................................................459
Emilia Rejmund, Wojciech Jaworski, and Adam Wierzbicki
WI 2014 Author Index .......................................................................................................................463
x
IEEE Catalog Number: ISBN:
CFP14WEB-POD 978-1-4799-4142-1
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI 2014) and Intelligent Agent Technologies (IAT 2014)
Warsaw, Poland 11-14 August 2014
Volume 2 Pages 1-528
2/3
2014 IEEE/WIC/ACMInternational Joint
Conferences on WebIntelligence (WI)
and Intelligent AgentTechnologies (IAT)
WI-IAT 2014Table of Contents
Volume - 2
WI 2014 Preface - II................................................................................................................................xi
WI 2014 Conference Committee - II ...................................................................................................xiii
WI 2014 Program Committee Chairs - II............................................................................................xiv
WI 2014 Program Committee Members - II........................................................................................xv
WI 2014 Non-Program Committee
Reviewers - II .......................................................................................................................................xxi
2014 IEEE/WIC/ACM International Conference on WebIntelligence - II
Regular Contributions
Web MiningGeoEcho: Inferring User Interests from Geotag Reports in Network Traffic ..........................................1
Ning Xia, Stanislav Miskovic, Mario Baldi, Aleksandar Kuzmanovic,and Antonio Nucci
A Dynamic Approach to the Website Boundary Detection Problem UsingRandom Walks .......................................................................................................................................9
Ayesh Alshukri and Frans Coenen
Ranking of Coordinate Terms and Hypernyms Using a Hypernym-HyponymDictionary ..............................................................................................................................................15
Kosetsu Tsukuda, Hiroaki Ohshima, and Katsumi Tanaka
v
Semantic Similarity Measurements for Multi-lingual Short Texts UsingWikipedia ..............................................................................................................................................22
Tatsuya Nakamura, Masumi Shirakawa, Takahiro Hara, and Shojiro Nishio
Using Extended Random Set to Find Specific Patterns .......................................................................30Mubarak Albathan, Yuefeng Li, and Yue Xu
A POI Categorization by Composition of Onomastic and ContextualInformation ............................................................................................................................................38
Su Jeong Choi, Hyun-Je Song, Seong-Bae Park, and Sang-Jo Lee
Parallel Community Detection for Cross-Document Coreference ........................................................46Fatemeh Rahimian, Sarunas Girdzijauskas, and Seif Haridi
Implicitly Learning a User Interest Profile for Personalization of Web SearchUsing Collaborative Filtering .................................................................................................................54
Ashish Nanda, Rohit Omanwar, and Bharat Deshpande
DiscWord: Learning Discriminative Topics ...........................................................................................63Yu Jiang, Xian Li, and Weiyi Meng
Opinion MiningEvaluating Feature Sets and Classifiers for Sentiment Analysis of FinancialNews .....................................................................................................................................................71
Pål-Christian S. Njølstad, Lars S. Høysæter, Wei Wei, and Jon Atle Gulla
Make It Possible: Multilingual Sentiment Analysis without Much PriorKnowledge ............................................................................................................................................79
Zheng Lin, Xiaolong Jin, Xueke Xu, Yuanzhuo Wang, Songbo Tan,and Xueqi Cheng
Web-Based Analysis of Chinese Discourse Markers for Opinion Mining .............................................87Hen-Hsen Huang, Chi-Hsin Yu, Tai-Wei Chang, Cong-Kai Lin,and Hsin-Hsi Chen
Transfer Learning for Emotional Polarity Classification ........................................................................94Quang-Hong Vuong and Atsuhiro Takasu
Multilingual Sentiment Analysis Using Emoticons and Keywords ......................................................102Georgios S. Solakidis, Konstantinos N. Vavliakis, and Pericles A. Mitkas
A Statistical and Evolutionary Approach to Sentiment Analysis .........................................................110Jonnathan Carvalho, Adriana Prado, and Alexandre Plastino
Ranking Linked-Entities in a Sentiment Graph ...................................................................................118Filipa Peleja, João Santos, and João Magalhães
Sentiment-Based Features for Predicting Election Polls: A Case Studyon the Brazilian Scenario ....................................................................................................................126
Diego Tumitan and Karin Becker
vi
Learning Bilingual Embedding Model for Cross-Language SentimentClassification .......................................................................................................................................134
Xuewei Tang and Xiaojun Wan
Social Networks Data AnalysisExploiting Social Media for Stock Market Prediction with FactorizationMachine ..............................................................................................................................................142
Chen Chen, Wu Dongxing, Hou Chunyan, and Yuan Xiaojie
Temporal Behavior of Social Network Users in Information Diffusion ................................................150Guolin Niu, Yi Long, and Victor O.K. Li
Predicting Personality on Social Media with Semi-supervised Learning ............................................158Dong Nie, Zengda Guan, Bibo Hao, Shuotian Bai, and Tingshao Zhu
The Correlation between Language Shift and Social Conflicts in PolarizedSocial Media .......................................................................................................................................166
Masoud Makrehchi
A Systematic Framework for Sentiment Identification by Modeling UserSocial Effects ......................................................................................................................................172
Kunpeng Zhang, Yi Yang, Aaron Sun, and Hengchang Liu
Recursive Deep Learning for Sentiment Analysis over Social Data ...................................................180Changliang Li, Bo Xu, Gaowei Wu, Saike He, Guanhua Tian, and Hongwei Hao
Time Makes Sense: Event Discovery in Twitter Using Temporal Similarity .......................................186Giovanni Stilo and Paola Velardi
TSBM: The Temporal-Spatial Bayesian Model for Location Predictionin Social Networks ..............................................................................................................................194
Yantao Jia, Yuanzhuo Wang, Xiaolong Jin, and Xueqi Cheng
Human-Web InteractionEnterprise Contextual Intelligence ......................................................................................................202
Gautam Shroff, Lipika Dey, and Hiranmay Ghosh
Exploiting Text Mining Techniques for Contextual Recommendations ..............................................210Marcos Aurélio Domingues, Camila Vaccari Sundermann,Marcelo Garcia Manzato, Ricardo Marcondes Marcacini,and Solange Oliveira Rezende
Generating Personalized Snippets for Web Page Recommender Systems ......................................218Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, and Manabu Okumura
Can Latent Features Be Interpreted as Users in Matrix Factorization-BasedRecommender Systems? ...................................................................................................................226
Armelle Brun, Marharyta Aleksandrova, and Anne Boyer
vii
Swarming in the Urban Web Space to Discover the Optimal Region .................................................234Chandan Kumar, Uwe Gruenefeld, Wilko Heuten, and Susanne Boll
Web Intelligence TechnologiesSynthoid: Endpoint User Profile Control .............................................................................................242
Marcel Flores and Aleksandar Kuzmanovic
SocialTrust: Adaptive Trust Oriented Incentive Mechanism for SocialCommerce ..........................................................................................................................................250
Zeinab Noorian, Mohsen Mohkami, Yuan Liu, Hui Fang, Julita Vassileva,and Jie Zhang
Automatic Tagging Web Services Using Machine Learning Techniques ...........................................258Maria Lin and David W. Cheung
Web Service Matchmaking Using a Hybrid of Signature and SpecificationMatching Methods ..............................................................................................................................266
Syed Sibte Raza Abidi, Ali Daniyal, and Syed Farrukh Mehdi
Computing Trust as a Form of Presumptive Reasoning .....................................................................274Pierpaolo Dondio and Luca Longo
Web Intelligence ApplicationsVIPReader: A Light News Reader for the Visually Impaired Person ..................................................282
Mengmeng Ye, Ping Li, and Qing Li
Context Recommendation Using Multi-label Classification ................................................................288Yong Zheng, Bamshad Mobasher, and Robin Burke
Tools for External Plagiarism Detection in DOCODE .........................................................................296Juan D. Velásquez and Edison Marrese-Taylor
Two-Phase Pareto Set Discovery for Team Formation in Social Networks .......................................304Morteza Zihayat, Mehdi Kargar, and Aijun An
Predicting the Near-Weekend Ticket Sales Using Web-Based ExternalFactors and Box-Office Data ..............................................................................................................312
Seonghoon Moon, Suman Bae, and Songkuk Kim
Ontology Based Data Access and Integration for Improvingthe Effectiveness of Farming in Nepal ................................................................................................319
Suresh Pokharel, Mohamed Ahmed Sherif, and Jens Lehmann
Recommending Judgment Targets for Rating Provision ....................................................................327Friederike Klan and Birgitta König-Ries
How Can We Help Our K-12 Teachers?: Using a Recommender to MakePersonalized Book Suggestions .........................................................................................................335
Maria Soledad Pera and Yiu-Kai Ng
viii
Word Sense Induction with Multilingual Features Representation .....................................................343Lorenzo Albano, Domenico Beneventano, and Sonia Bergamaschi
Special Sessions
Soft Clustering and Granular ComputingCategorizing Overlapping Regions in Clustering Analysis Using Three-WayDecisions ............................................................................................................................................350
Hong Yu, Peng Jiao, Guoyin Wang, and Yiyu Yaoy
On Complexity of Effective Data Granulation in Databases ...............................................................358Jakub Wróblewski and Marcin Kowalski
FPGA in Rough-Granular Computing: Reduct Generation .................................................................364Maciej Kopczyński, Tomasz Grześ, and Jarosław Stepaniuk
Formal Analysis of Leave-One-Out Methods Based on DecrementalSampling Scheme ...............................................................................................................................371
Shusaku Tsumoto and Shoji Hirano
Formal Analysis of Statistical Dependence Based Homological Algebra ...........................................379Shusaku Tsumoto and Shoji Hirano
Data Mining Considering Curation ......................................................................................................386Akinori Abe
On Some Models of Objective-Based Rough Clustering ....................................................................392Naohiko Kinoshita, Yasunori Endo, and Sadaaki Miyamoto
Complex Methods for Data and Web MiningMaximum Entropy Based Associative Regression for Sparse Datasets ............................................400
Aneesh Sreevallabh Chivukula and Vikram Pudi
Boosting Country Classification for Semantic Annotation in Social Networks:Person and Place Country Recognition ..............................................................................................408
Chang Su and Wenqiang Jia
Support Vector Machine for Malware Analysis and Classification ......................................................415Michał Kruczkowski and Ewa Niewiadomska-Szynkiewicz
Online Classification with Partially Labelled Texts .............................................................................421Masato Shirai and Takao Miura
A New Method for Community Detection Using Seed Nodes ............................................................429Chang Su, Yukun Wang, and Lan Zhang
A First-Order Decomposition Algorithm for Training Bound-ConstrainedSupport Vector Machines ...................................................................................................................436
Lingfeng Niu, Xi Zhao, and Yong Shi
ix
Text Document Latent Subspace Clustering by PLSA Factors ..........................................................442X.F. Zhou, J.G. Liang, Y. Hu, and L. Guo
Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to MachineLearning Techniques ..........................................................................................................................449
Andreas Holzinger, David Blanchard, Marcus Bloice, Katharina Holzinger,Vasile Palade, and Raul Rabadan
Spammer Classification Using Ensemble Methods over Structural SocialNetwork Features ...............................................................................................................................454
Sajid Yousuf Bhat, Muhammad Abulaish, and Abdulrahman A. Mirza
FoP: Never-Ending Learner for Multimedia Knowledge Extraction ....................................................459Julien Subercaze and Christophe Gravier
A Clique Based Web Page Classification Corrective Approach .........................................................467Belmouhcine Abdelbadie and Benkhalifa Mohammed
Learning Hypotheses from Triadic Labeled Data ...............................................................................474Dmitry I. Ignatov, Roman Zhuk, and Natalia Konstantinova
Big Data AnalyticsIncremental Multi-manifold Out-of-Sample Data Prediction ...............................................................481
Zhongxin Liu, Wenmin Wang, and Ronggang Wang
Uncertainty Reasoning Based Formal Framework for Big Video DataUnderstanding ....................................................................................................................................487
Shuwei Chen, Kathy Clawson, Min Jing, Jun Liu, Hui Wang, and Bryan Scotney
Protecting Data Privacy from Being Inferred from High DimensionalCorrelated Data ..................................................................................................................................495
Huafeng Ba, Xiaoming Gao, Xiaofeng Zhang, and Zhenyu He
Privacy-Preserving WebID Analytics on the Decentralized Policy-AwareSocial Web ..........................................................................................................................................503
Yuh-Jong Hu
Identifying Interaction Groups in Social Network Using a Game-TheoreticApproach ............................................................................................................................................511
Jianye Yu, Yuanzhuo Wang, Xiaolong Jin, and Xueqi Cheng
Enhanced Factored Sequence Kernel for Sentiment Classification ...................................................519Luis Trindade, Hui Wang, William Blackburn, and Philip S. Taylor
WI 2014 - II Author Index ..................................................................................................................526
x
IEEE Catalog Number: ISBN:
CFP14WEB-POD 978-1-4799-4142-1
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI 2014) and Intelligent Agent Technologies (IAT 2014)
Warsaw, Poland 11-14 August 2014
Volume 3 Pages 1-448
3/3
2014 IEEE/WIC/ACMInternational Joint
Conferences on WebIntelligence (WI)
and Intelligent AgentTechnologies (IAT)
WI-IAT 2014Table of Contents
Volume - 3
IAT 2014 Preface ...................................................................................................................................xi
IAT 2014 Conference Organization....................................................................................................xiii
IAT 2014 Program Committee Chairs................................................................................................xiv
IAT 2014 Program Committee Members............................................................................................xv
IAT 2014 Non-Program Committee
Reviewers.............................................................................................................................................xix
2014 IEEE/WIC/ACM International Conferenceon Intelligent Agent Technology
Regular Contributions
Autonomy-Oriented ComputingExploring Bio-inspired Self-Organization for Developing EmergentIntelligence in Urban Super Organism ....................................................................................................1
Sumant Mukherjee and Santanu Chaudhury
Bi-level Token Ring for Multilateral Negotiations ....................................................................................9Romain Cailliere, Souhila Arib, Samir Aknine, and Chantal Berdier
Ant Colony Clustering Approach Combined with Multilevel Frameworkfor Functional Module Detection in Large-Scale PPI Networks ............................................................17
Hongxin Liu, Junzhong Ji, Cuicui Yang, Jiawei Lv, and Xiuzhen Zhang
v
Self-Adaptation of a Learnt Behaviour by Detecting and by Managing User'sImplicit Contradictions ...........................................................................................................................24
Valérian Guivarch, Valérie Camps, André Péninou, and Pierre Glize
Agent Systems ModelingPeer-to-Peer Data Synchronization Agents ..........................................................................................32
Sylvain Kubler, Irfan Davalsab Nargund, Kary Främling, and William Derigent
Agent-Based Simulation as a Tool for the Design of a Virtual TrainingEnvironment ..........................................................................................................................................40
Tibor Bosse, Jeroen De Man, and Charlotte Gerritsen
Extending the Jadex Framework with Coherence-Driven Adaptive AgentDecision-Making Model ........................................................................................................................48
Serkan Isçi, Okan Topçu, and Levent Yilmaz
Local Search for DisCSPs with Complex Local Problems ....................................................................56Amina Sambo-Magaji, Ines Arana, and Hatem Ahriz
Agent-Based Modelling of Primitive Human Communities ...................................................................64Marzieh Jahanbazi, Christopher Frantz, Maryam Purvis, Martin Purvis,and Mariusz Nowostawski
An Experimental Evaluation of Communication in an Organization-BasedMulti-agent System ...............................................................................................................................72
Issam Bouslimi, Chihab Hanachi, and Khaled Ghedira
Agent Systems EngineeringA Case-Based Reasoning Architecture of a Hybrid Software Agent ....................................................79
Adriana Leite and Rosario Girardi
MAIA: An Event-Based Modular Architecture for Intelligent Agents .....................................................87J. Fernando Sánchez-Rada and Carlos A. Iglesias
A Generic Mapping Approach for the Integration of BDI with ObjectOrientation ............................................................................................................................................95
Lars Braubach and Alexander Pokahr
SARL: A General-Purpose Agent-Oriented Programming Language ................................................103Sebastian Rodriguez, Nicolas Gaud, and Stéphane Galland
Optimizing Context Computation for Multiagent Simulations .............................................................111Flavien Balbo, Mahdi Zargayouna, and Fabien Badeig
vi
Cooperation and CoordinationHelping Agents on Selecting Their Future Partners ...........................................................................119
Elane Cristina Saraiva and Viviane Torres Da Silva
CLEAN Rewards to Improve Coordination by Removing Exploratory ActionNoise ...................................................................................................................................................127
Chris Holmesparker, Mathew E. Taylor, Adrian K. Agogino, and Kagan Tumer
Local Information Promotes Cooperation in Duplex Public Goods Gameswith Limited Resources ......................................................................................................................135
Xiaoming Zheng, Yifeng Zhou, Weiwei Wu, and Yichuan Jiang
Finding Better Teammates in a Semi-cooperative Multi-agent System ..............................................143Sara Amini and Mohsen Afsharchi
Adaptive Collaborative Agent-Based System for Crisis Management ................................................151Sarah Ben Othman, Nesrine Zoghlami, Slim Hammadi, and Hayfa Zgaya
A Negotiation Protocol for Optimal Decision Making by CollaboratingAgents .................................................................................................................................................159
Divya Paliwal and Raj Bhatnagar
Knowledge and Information AgentsComputationally-Friendly Argumentation Schemes ...........................................................................167
Barbara Dunin-Kęplicz and Alina Strachocka
Understanding Instructions on Large Scale for Human-Robot Interaction .........................................175Jiongkun Xie and Xiaoping Chen
Natural Multi-language Interaction between Firefighters and Fire FightingRobots ................................................................................................................................................183
Ji Hyeon Hong, Julia Taylor, and Eric T. Matson
Integrating Motivated Learning and k-Winner-Take-All to CoordinateMulti-agent Reinforcement Learning ..................................................................................................190
Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan,and Loo-Nin Teow
Modelling Dynamics of Cognitive Control in Action Formation with Intention,Attention, and Awareness ...................................................................................................................198
Dilhan J. Thilakarathne
Spread of Situation Awareness in a Group: Population-Basedvs. Agent-Based Modelling .................................................................................................................206
Tibor Bosse and Nataliya Mogles
vii
Norms, Conventions, and NetworksA Multilevel Agent-Based Approach for Trustworthy Service Selectionin Social Networks ..............................................................................................................................214
Amine Louati, Joyce El Haddad, and Suzanne Pinson
Emergence of Conventions for Efficiently Resolving Conflicts in ComplexNetworks .............................................................................................................................................222
Toshiharu Sugawara
Analysing the Dynamics of Norm Evolution Using Interval Type-2 FuzzySets .....................................................................................................................................................230
Christopher Frantz, Martin K. Purvis, Mariusz Nowostawski,and Bastin Tony Roy Savarimuthu
Normative Positions within Norm-Regulated Transition System Situations .......................................238Magnus Hjelmblom
Testing Carlo Cipolla's Laws of Human Stupidity with Agent-BasedModeling .............................................................................................................................................246
Andrea G.B. Tettamanzi and Célia Da Costa Pereira
Reducing the Number of Samples in Distributed Cooperative SolutionMethod for Resource Supply Networks ..............................................................................................254
Toshihiro Matsui, Masayuki Kaneko, Yuho Takama, and Hiroshi Matsuo
Emotional AgentsAn Emotional Agent Model for the Simulation of Realistic Civilian Behaviorsduring Emergency Situations ..............................................................................................................262
Mouna Belhaj, Fahem Kebair, and Lamjed Ben Said
Effect of Changes in the Structure of a Social Network on EmotionContagion ...........................................................................................................................................270
Michel Klein, Adnan Manzoor, Julia Mollee, and Jan Treur
Computational Models of Players' Physiological-Based EmotionalReactions: A Digital Games Case Study ............................................................................................278
Pedro A. Nogueira, Rúben Aguiar, Rui Rodrigues, and Eugénio Oliveira
A Profitable Online No-Limit Poker Playing Agent ..............................................................................286Luís Filipe Teófilo, Luís Paulo Reis, and Henrique Lopes Cardoso
Agent-Based ApplicationsiHANDs: Intelligent Health Advising and Decision-Support Agent .....................................................294
Brett Hannan, Xiaoqin Zhang, and Kristen Sethares
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A Personalized Support Agent for Depressed Patients: Forecasting PatientBehavior Using a Mood and Coping Model ........................................................................................302
Reinier Kop, Mark Hoogendoorn, and Michel C.A. Klein
Agent-Based Coalition Formation in a Co-modal Transport System ..................................................310Zhanjun Wang, Khaled Mesghouni, and Slim Hammadi
Purchase Intention Based Model for a Behavioural Simulation of SaleSpace ..................................................................................................................................................318
Antoine Sylvain, Arnaud Doniec, René Mandiau, and Stéphane Lecoeuche
Special Sessions and Workshops
Cooperative Knowledge Discovery and ManagementLightweight Reasoning with Incomplete and Inconsistent Information: ACase Study .........................................................................................................................................325
Łukasz Białek and Andrzej Szałas
Multi-agent Architecture for Real-Time Big Data Processing .............................................................333Bartłomiej Twardowski and Dominik Ryżko
Default Logic Knowledge Management in a Multi-agent System .......................................................338Dominik Ryżko and Henryk Rybiński
Content-Based Feature Matching for Fragment Reassembly of CeramicReconstruction ....................................................................................................................................344
Lin Shu-Yu, Han-Jen Ku, Chao-Lung Ting, Ray-I Chang, Yu-Chun Wang,and Jan-Ming Ho
A Matchmaking Algorithm for Resource Discovery in Multi-user Settings ..........................................352Kimberly García, Salma Velasco, Sonia Mendoza, and Dominique Decouchant
Agent-Based Simulation Supporting Decision MakingAn Improvisational Decision-Making Agent Based on Non-axiomaticReasoning System ..............................................................................................................................360
Na Slam, Wenjun Wang, and Pei Wang
Agent-Oriented Computing Platform in Python ..................................................................................365Maciej Kaziród, Wojciech Korczyński, and Aleksander Byrski
Intelligent Regulation Support System for Multimodal Traffic .............................................................373Nourhene Ben Rabah, Slim Hammadi, and Christian Tahon
Preference Based Automated Negotiation for Service Procurementin Multi-agent Systems .......................................................................................................................381
Khalid Mansour and Ryszard Kowalczyk
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Smart Cloud Marketplace - Agent-Based Platform for Trading CloudServices ..............................................................................................................................................388
Sergei Chichin, Mohan Baruwal Chhetri, Quoc Bao Vo, Ryszard Kowalczyk,and Marcin Stepniak
Design and Evaluation of Automatic Agents for Stock Market IntradayTrading ................................................................................................................................................396
Eduardo Jabbur, Everton Silva, Douglas Castilho, Adriano Pereira,and Humberto Brandão
Modelling Multi-stakeholder Systems: A Case Study .........................................................................404Michel Oey, Zülküf Genç, Amineh Ghorbani, Huib Aldewereld,Frances Brazier, Reyhan Aydoğan, Catholijn M. Jonker, Reinier Timmer,and Niek Wijngaards
Petro: A Multi-agent Model of Historical Warfare ...............................................................................412Marcin Waniek
Agent Systems in Business Process ManagementLocal-Global Agent Failover Based on Organizational Models ..........................................................420
Alexander Lawall, Thomas Schaller, and Dominik Reichelt
Agent-Based Management for Intermediary Service Provider ...........................................................428Anton Ivaschenko, Ilya Syusin, and Anton Fedosov
Propagation of Agents to Trusted Organizations ................................................................................433Alexander Lawall, Dominik Reichelt, and Thomas Schaller
Generating Subject-Oriented Process Models from Ad-Hoc Interactionsof Cognitive Agents .............................................................................................................................440
Udo Kannengiesser, Markus Radmayr, Richard Heininger, and Nils Meyer
IAT 2014 Author Index ......................................................................................................................447
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