2011 IEEE/WIC/ACM International Conference on Web ...toc.proceedings.com/12993webtoc.pdf · Lyon,...

IEEE Catalog Number: ISBN:

CFP11WEB-PRT 978-1-4577-1373-6

2011 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2011)

Lyon, France 22 – 27 August 2011

Volume 1 Pages 1-513

1/3

2011 IEEE/WIC/ACMInternational Conferences

on Web Intelligence

Table of Contents

WI 2011 Welcome Message from

the Conference and Program Chairs.......................................................................................................xiii

WI-IAT 2011 Conference Organization - WI

2011 .............................................................................................................................................................xv

WI 2011 Program Committee Members.................................................................................................xviii

WI 2011 Non-Program Committee Reviewers........................................................................................xxii

WI-IAT 2011 Demo Program Committee

Members...................................................................................................................................................xxiii

WI-IAT 2011 Industry Track Program

Committee Members...............................................................................................................................xxiv

WI 2011 Sponsors ....................................................................................................................................xxv

WI-IAT 2011 Joint Invited TalksA Sorted-Graph Unification Approach to the Semantic Web ........................................................................1

Hassan Aït-Kaci

Influence Propagation in Social Networks: A Data Mining Perspective ........................................................2Francesco Bonchi

Development and Application of Rich Cognitive Models and the Roleof Agent-Based Simulation for Policy Making ...............................................................................................3

Catholijn Jonker

vv

WI 2011

Governing Sociotechnical Systems ..............................................................................................................4Munindar P. Singh

WIC Feature TalkSearch beyond Traditional Probabilistic Information Retrieval .....................................................................5

Jimmy Huang

Herbert Simon Memoriam TalkFrom Information Agent to Social Agents: In Memory of Herbert Simon ......................................................6

Yuichiro Anzai

Web Information Retrieval and Filtering IEmpirical Study on Rare Query Characteristics ...........................................................................................7

Ting Yao, Min Zhang, Yiqun Liu, Shaoping Ma, and Liyun Ru

Phoneme Based Representation for Vietnamese Web Page Classification ..............................................15Giang-Son Nguyen, Xiaoying Gao, and Peter Andreae

What Makes a Phone a Business Phone - Querying Concepts in Product Data .......................................23Silviu Homoceanu and Wolf-Tilo Balke

Wrapper Generation for Overlapping Web Sources ...................................................................................32Mirko Bronzi, Valter Crescenzi, Paolo Merialdo, and Paolo Papotti

Web Information Retrieval Using Particle Swarm Optimization BasedApproaches .................................................................................................................................................36

Habiba Drias

Web Information Retrieval and Filtering IIMeasuring Comprehensibility of Web Pages Based on Link Analysis .......................................................40

Kouichi Akamatsu, Nimit Pattanasri, Adam Jatowt, and Katsumi Tanaka

Automatic Face Annotation in News Images by Mining the Web ...............................................................47Eric Medvet, Alberto Bartoli, Giorgio Davanzo, and Andrea De Lorenzo

Selecting Answers to Questions from Web Documents by a Robust ValidationProcess .......................................................................................................................................................55

A. Grappy, B. Grau, M-H. Falco, A-L. Ligozat, I. Robba, and A. Vilnat

The Web as a Source of Evidence for Filtering Candidate Answers to NaturalLanguage Questions ...................................................................................................................................63

Ludovic Bonnefoy, Patrice Bellot, and Michel Benoit

A New Language Model Combining Single and Compound Terms ...........................................................67Arezki Hammache, Rachid Ahmed-Ouamer, and Mohand Boughanem

vivi

Web Information Retrieval and Filtering IIIA Hybrid Multi-criteria Semantic-Enhanced Collaborative Filtering Approachfor Personalized Recommendations ...........................................................................................................71

Qusai Shambour and Jie Lu

Pistis: A Privacy-Preserving Content Recommender System for Online SocialCommunities ...............................................................................................................................................79

Dongsheng Li, Qin Lv, Huanhuan Xia, Li Shang, Tun Lu, and Ning Gu

Applying Multicriteria Algorithms to Restaurant Recommendation .............................................................87Fernando Sanchez-Vilas, Jasur Ismoilov, Fabián P. Lousame,Eduardo Sanchez, and Manuel Lama

Exploiting Additional Dimensions as Virtual Items on Top-N RecommenderSystems ......................................................................................................................................................92

Marcos Aurélio Domingues, Alípio Mário Jorge, and Carlos Soares

With a Little Help from My Friends: Generating Personalized BookRecommendations Using Data Extracted from a Social Website ...............................................................96

Maria Soledad Pera and Yiu-Kai Ng

Interweaving Trend and User Modeling for Personalized NewsRecommendation ......................................................................................................................................100

Qi Gao, Fabian Abel, Geert-Jan Houben, and Ke Tao

Web Information Retrieval and Filtering IVInformative Polythetic Hierarchical Ephemeral Clustering ........................................................................104

Gaël Dias, Guillaume Cleuziou, and David Machado

Search Engine Query Clustering Using Top-k Search Results ................................................................112Yuan Hong, Jaideep Vaidya, and Haibing Lu

Classification Based on Specific Vocabulary ............................................................................................120Jacques Savoy and Olena Zubaryeva

Web Spam Detection by Exploring Densely Connected Subgraphs ........................................................124Yutaka I. Leon-Suematsu, Kentaro Inui, Sadao Kurohashi, and Yutaka Kidawara

Web Information Retrieval and Filtering VBipartite Graph Based Entity Ranking for Related Entity Finding .............................................................130

Lei Cao, Jiafeng Guo, and Xueqi Cheng

Diversifying Product Review Rankings: Getting the Full Picture ..............................................................138Ralf Krestel and Nima Dokoohaki

viivii

A Text Similarity Meta-Search Engine Based on Document Fingerprintsand Search Results Records ....................................................................................................................146

Felipe Bravo-Marquez, Gaston L'Huillier, Sebastián A. Ríos,and Juan D. Velásquez

Interest and Evaluation of Aggregated Search .........................................................................................154Arlind Kopliku, Firas Damak, Karen Pinel-Sauvagnat, and Mohand Boughanem

Semantics and Ontology Engineering IFuzzy Reasoning over RDF Data Using OWL Vocabulary ......................................................................162

Chang Liu, Guilin Qi, Haofen Wang, and Yong Yu

Approaches to Relating and Integrating Semantic Data from HeterogeneousSources .....................................................................................................................................................170

John Keeney, Aidan Boran, Ivan Bedini, Christopher J. Matheus,and Peter F. Patel-Schneider

ReDD-Observatory: Using the Web of Data for Evaluatingthe Research-Disease Disparity ...............................................................................................................178

Amrapali Zaveri, Ricardo Pietrobon, Sören Auer, Jens Lehmann,Michael Martin, and Timofey Ermilov

From Disambiguation Failures to Common-Sense Knowledge Acquisition: ADay in the Life of an Ontological Semantic System ..................................................................................186

Julia M. Taylor, Victor Raskin, and Christian F. Hempelmann

Contrastive Reasoning with Inconsistent Ontologies ................................................................................191Jun Fang, Zhisheng Huang, and Frank van Harmelen

Semantics and Ontology Engineering IIConceptual Indexing of Documents Using Wikipedia ...............................................................................195

Carlo Abi Chahine, Nathalie Chaignaud, Jean-Philippe Kotowicz,and Jean-Pierre Pécuchet

Keyword-Driven SPARQL Query Generation Leveraging BackgroundKnowledge ................................................................................................................................................203

Saeedeh Shekarpour, Sören Auer, Axel-Cyrille Ngonga Ngomo, Daniel Gerber,Sebastian Hellmann, and Claus Stadler

Structure Discovery in Large Semantic Graphs Using Extant OntologicalScaling and Descriptive Semantics ..........................................................................................................211

Sinan al-Saffar, Cliff Joslyn, and Alan Chappell

Discovering Relevant Topics Using DBPedia: Providing Non-obviousRecommendations ....................................................................................................................................219

Milan Stankovic, Werner Breitfuss, and Philippe Laublet

viiiviii

Semantic Heterogeneity Measures of Unstructured P2P Systems ..........................................................223Thomas Cerqueus, Sylvie Cazalens, and Philippe Lamarre

Web Mining and Farming IPredicting Next Search Actions with Search Engine Query Logs ............................................................227

Kevin Hsin-Yih Lin, Chieh-Jen Wang, and Hsin-Hsi Chen

Alternative Approach to Tree-Structured Web Log Representation and Mining .......................................235Fedja Hadzic and Michael Hecker

Revealing Associations between Events and Their Characteristic Items .................................................243Shin-ya Sato, Masami Takahashi, Tetsuya Nakamura, and Masato Matsuo

Opinion Mining with Sentiment Graph ......................................................................................................249Qi Zhang, Yuanbin Wu, Yan Wu, and Xuanjing Huang

A Twofold-LDA Model for Customer Review Analysis ..............................................................................253Nicola Burns, Yaxin Bi, Hui Wang, and Terry Anderson

Web Mining and Farming IIWiki-Watchdog: Anomaly Detection in Wikipedia Through a Distributional Lens .....................................257

Chrisil Arackaparambil and Guanhua Yan

Comparison of Model-Based Learning Methods for Feature-Level OpinionMining .......................................................................................................................................................265

Luole Qi and Li Chen

Wikipedia Sets: Context-Oriented Related Entity Acquisition from MultipleWords ........................................................................................................................................................274

Masumi Shirakawa, Kotaro Nakayama, Takahiro Hara, and Shojiro Nishio

Improving Retrieval of Future-Related Information in Text Collections ....................................................278Kensuke Kanazawa, Adam Jatowt, and Katsumi Tanaka

Recognizing Textual Entailment by Generality Using Informative AsymmetricMeasures and Multiword Unit Identification to Summarize Ephemeral Clusters ......................................284

Gaël Dias, Sebastião Pais, Katarzyna Wegrzyn-Wolska, and Robert Mahl

Using Web-Mining for Academic Measurement and Scholar Recommendationin Expert Finding System ..........................................................................................................................288

Chi-Jen Wu, Jen-Ming Chung, Cheng-Yu Lu, Hahn-Ming Lee, and Jan-Ming Ho

Social Networks and Ubiquitous Intelligence IUnderstanding Crowds’ Migration on the Web .........................................................................................292

Yong Wang, Komal Pal, and Aleksandar Kuzmanovic

ETree: Effective and Efficient Event Modeling for Real-Time Online SocialMedia Networks ........................................................................................................................................300

Hansu Gu, Xing Xie, Qin Lv, Yaoping Ruan, and Li Shang

ixix

Opportunistic Information Flows through Strategic Social Link Establishment .........................................308Florian Skopik, Daniel Schall, and Schahram Dustdar

Exploring the Community Set Space ........................................................................................................316Jerry Scripps

Twitter Informatics: Tracking and Understanding Public Reaction duringthe 2009 Swine Flu Pandemic ..................................................................................................................320

Martin Szomszor, Patty Kostkova, and Connie St Louis

Social Networks and Ubiquitous Intelligence IISemTagP: Semantic Community Detection in Folksonomies ..................................................................324

Guillaume Erétéo, Fabien Gandon, and Michel Buffa

Predicting Researchers’ Future Activities Using Visualization Systemfor Co-authorship Networks ......................................................................................................................332

Takeshi Kurosawa and Yasufumi Takama

Semdrops: A Social Semantic Tagging Approach for Emerging Semantic Data .....................................340Diego Torres, Alicia Diaz, Hala Skaf-Molli, and Pascal Molli

Dynamically Modeling Semantic Dependencies in Web Forum Threads .................................................348Zhaochun Ren, Jun Ma, Gang Wang, Chaoran Cui, and Xiaohui Han

Detecting Intent of Web Queries Using Questions and Answers in CQACorpus ......................................................................................................................................................352

Soungwoong Yoon, Adam Jatowt, and Katsumi Tanaka

Social Networks and Ubiquitous Intelligence IIIFAST: Friends Augmented Search Techniques - System Design &Data-Management Issues .........................................................................................................................356

Christian von der Weth and Anwitaman Datta

A Distributed Wiki System Based on Peer-to-Peer File Sharing Principles ..............................................364Alexander Craig, Alan Davoust, and Babak Esfandiari

A Decentralized and Robust Approach to Estimating a Probabilistic MixtureModel for Structuring Distributed Data ......................................................................................................372

Ali El Attar, Antoine Pigeau, and Marc Gelgon

Expertise Prediction for Social Network Platforms to Encourage KnowledgeSharing .....................................................................................................................................................380

Nidhi Raj, Lipika Dey, and Bhakti Gaonkar

"Read" More from Business Cards: Toward a Smart Social ContactManagement System ................................................................................................................................384

Bin Guo, Daqing Zhang, and Dingqi Yang

xx

Web ServicesEvaluation of a Semi-automated Semantic Annotation Approachfor Bootstrapping the Analysis of Large-Scale Web Service Networks ....................................................388

Shahab Mokarizadeh, Peep Küngas, and Mihhail Matskin

Towards Semantics-Based Instantiation of Services ................................................................................396Freddy Lécué

Web Service Selection with Quantitative and Qualitative User Preferences ............................................404Hongbing Wang and Weihong Liu

Dependency and Entropy Based Impact Analysis for Service-Oriented SystemEvolution ...................................................................................................................................................412

Shuying Wang and Miriam A.M. Capretz

Meerkat - A Dynamic Privacy Framework for Web Services ....................................................................418Salah-Eddine Tbahriti, Brahim Medjahed, Zaki Malik, Chirine Ghedira,and Michael Mrissa

Intelligent Human-Web Interaction IDiscovering User Interest on Twitter with a Modified Author-Topic Model ...............................................422

Zhiheng Xu, Long Ru, Liang Xiang, and Qing Yang

A Multi-agent System Using Ontological User Profiles for Dynamic UserModelling ..................................................................................................................................................430

Ahmad Hawalah and Maria Fasli

Cognitive Resource Aware Service Provisioning ......................................................................................438Angel Jimenez-Molina and In-Young Ko

Harvesting Wikipedia Knowledge to Identify Topics in Ongoing NaturalLanguage Dialogs .....................................................................................................................................445

Alexa Breuing, Ulli Waltinger, and Ipke Wachsmuth

Comparisons Instead of Ratings: Towards More Stable Preferences ......................................................451Nicolas Jones, Armelle Brun, and Anne Boyer

Intelligent Human-Web Interaction IIClustering-Based Learning Approach for Ant Colony Optimization Modelto Simulate Web User Behavior ................................................................................................................457

Pablo Loyola, Pablo E. Román, and Juan D. Velásquez

ImpactWheel: Visual Analysis of the Impact of Online News ...................................................................465Wei Wei, Nan Cao, Jon Atle Gulla, and Huamin Qu

Summarization Meets Visualization on Online Social Networks ..............................................................475Hans-Henning Gabriel, Myra Spiliopoulou, Emmanouela Stachtiari,and Athina Vakali

xixi

Clustering and Visualizing Geographic Data Using Geo-tree ...................................................................479Che-An Lu, Chin-Hui Chen, and Pu-Jen Cheng

Combining the Best of Two Worlds: NLP and IR for Intranet Search .......................................................483Suma Adindla and Udo Kruschwitz

Improving PGP Web of Trust through the Expansion of Trusted Neighborhood ......................................489Guibing Guo, Jie Zhang, and Julita Vassileva

Demo TrackAn Online Platform for Visualizing Lexical Networks ................................................................................495

Markus Lux, Jan Laußmann, Alexander Mehler, and Christian Menßen

Babouk: Focused Web Crawling for Corpus Compilation and AutomaticTerminology Extraction .............................................................................................................................497

Clément de Groc

Intelligent Content-Based Privacy Assistant for Facebook .......................................................................499Michal Jakob, Zbyněk Moler, Michal Pěchouček, and Roman Vaculín

Industry TrackExtracting Named Entities at Web Scale for Competitive Intelligence .....................................................501

François Pouilloux

Reperio: A Generic and Flexible Industrial Recommender System .........................................................502Franck Meyer and Françoise Fessant

A Hybrid System to Find & Fight Phishing Attacks Actively ......................................................................506Hong Bo, Wang Wei, Wang Liming, Geng Guanggang, Xiao Yali, Li Xiaodong,and Mao Wei

Author Index - WI 2011 ...........................................................................................................................510

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and Intelligent AgentTechnology

Table of Contents

IAT 2011 Welcome Message from

the Conference and Program Chairs.......................................................................................................xiii

WI-IAT 2011 Conference Organization - IAT

2011 .............................................................................................................................................................xv

IAT 2011 Program Committee Members................................................................................................xviii

IAT 2011 Non-Program Committee Reviewers.......................................................................................xxi

WI-IAT 2011 Demo Program Committee

Members....................................................................................................................................................xxii

WI-IAT 2011 Industry Track Program

Committee Members ...............................................................................................................................xxiii

IAT 2011 Sponsors..................................................................................................................................xxiv

WI-IAT 2011 Joint Invited TalksA Sorted-Graph Unification Approach to the Semantic Web ........................................................................1

Hassan Aït-Kaci

Influence Propagation in Social Networks: A Data Mining Perspective ........................................................2Francesco Bonchi

Development and Application of Rich Cognitive Models and the Roleof Agent-Based Simulation for Policy Making ...............................................................................................3

Catholijn Jonker

vv

IAT 2011

Governing Sociotechnical Systems ..............................................................................................................4Munindar P. Singh

WIC Feature TalkSearch beyond Traditional Probabilistic Information Retrieval .....................................................................5

Jimmy Huang

Herbert Simon Memoriam TalkFrom Information Agent to Social Agents: In Memory of Herbert Simon ......................................................6

Yuichiro Anzai

Autonomy-Oriented Computing/Systems Modelingand SimulationCollaborative Agents for Modeling Traffic Regulation Systems ....................................................................7

Neïla Bhouri, Flavien Balbo, Suzanne Pinson, and Mohamed Tlig

TaxiSim: A Multiagent Simulation Platform for Evaluating Taxi FleetOperations ..................................................................................................................................................14

Shih-Fen Cheng and Thi Duong Nguyen

Agent-Based Route (and Mode) Choice Simulation in Real-World Networks ............................................22Franziska Klügl and Guido Rindsfüser

A Software Agent Framework for Exploiting Demand-Side Consumer SocialNetworks in Power Systems .......................................................................................................................30

Andreas L. Symeonidis, Vasileios P. Gountis, and Georgios T. Andreou

Emergence of a Sharing Norm in a Simulated Hunter-Gatherer Society ...................................................34Bastin Tony Roy Savarimuthu, Rexy Arulanandam, and Sharmila Savarimuthu

Agent and Multi-agent Systems Modeling/Cognitive Modelingof Agents & ReasoningA Syntactic Possibilistic Belief Change Operator for Cognitive Agents ......................................................38

Célia da Costa Pereira and Andrea G.B. Tettamanzi

Scalable Perception for BDI-Agents Embodied in Virtual Environments ....................................................46Joost van Oijen and Frank Dignum

Motivation Based Goal Adoption for Autonomous Intelligent Agents .........................................................54Umair Rafique, Shell Ying Huang, and Chun Yan Miao

Graded Reinstatement in Belief Revision ...................................................................................................58Célia da Costa Pereira, Andrea G.B. Tettamanzi, and Serena Villata

Description Logic Based BDI Implementation for Goal-Directed SemanticAgents .........................................................................................................................................................62

Tayfun Gökmen Halaç, Erdem Eser Ekinci, and Oguz Dikenelli

vivi

Moving Target Search Using Theory of Mind .............................................................................................66Ard C.M. Al and Mark Hoogendoorn

Agent and Multi-agent Systems Modeling/Emotional ModelingA Computational Model of Emotions for Agent-Based Crowds in SeriousGames ........................................................................................................................................................72

Heiko Aydt, Michael Lees, Linbo Luo, Wentong Cai, Malcolm Yoke Hean Low,and Sornum Kabilen Kadirvelen

Influence of Personality Traits on the Rational Process of Cognitive Agents .............................................81François Bouchet and Jean-Paul Sansonnet

Never Alone in the Crowd: A Microscopic Crowd Model Based on EmotionalContagion ...................................................................................................................................................89

Margaux Lhommet, Domitile Lourdeaux, and Jean-Paul Barthès

An Affective Anticipatory Agent Architecture ..............................................................................................93David Sanderson and Jeremy Pitt

Using an Affective Attention Focus for Improving the Reasoning Processand Behavior of Intelligent Agents ..............................................................................................................97

Alberto Signoretti, Antonino Feitosa, Andre M. Campos, Anne M. Canuto,João C. Xavier-Junior, and Sergio V. Fialho

Agent and Multi-agent Systems EngineeringMaking Multiagent System Designs Reusable: A Model-Driven Approach ..............................................101

Stefan Warwas and Matthias Klusch

CooL-AgentSpeak: Enhancing AgentSpeak-DL Agents with Plan Exchangeand Ontology Services ..............................................................................................................................109

Viviana Mascardi, Davide Ancona, Rafael H. Bordini, and Alessandro Ricci

Strategic Behavior in Interaction Selection and Contact Selection ...........................................................117Björn-Oliver Hartmann, Klemens Böhm, and Christian Hütter

Reasoning about Groups: A Cognitive Model for the Social Behavior Spectrum .....................................125Inon Zuckerman and Meirav Hadad

Programming Role Enactment through Reflection ...................................................................................133M. Birna van Riemsdijk, Virginia Dignum, Catholijn M. Jonker, and Huib Aldewereld

Active Components: A Software Paradigm for Distributed Systems ........................................................141Alexander Pokahr and Lars Braubach

Towards Domain-Independent Conflict Resolution Tools ........................................................................145Davide Carneiro, Paulo Novais, and José Neves

JREP: Extending Repast Simphony for JADE Agent Behavior Components ...........................................149Jana Görmer, Gianina Homoceanu, Christopher Mumme, Michaela Huhn,and Jörg P. Müller

viivii

A Generic Recursive Multiagent Model to Simplify Large Scale Multi-levelSystems Observation ................................................................................................................................155

Thi-Thanh-Ha Hoang, Michel Occello, and Jean-Paul Jamont

Multi-agent Architecture for Heterogeneous Reasoning under UncertaintyCombining MSBN and Ontologies in Distributed Network Diagnosis .......................................................159

Álvaro Carrera and Carlos A. Iglesias

CoordinationDecision Support in Organizations: A Case for OrgPOMDPs ..................................................................163

Pradeep Varakantham, Nathan Schurr, Alan Carlin, and Christopher Amato

A Multi-agent Prediction Market Based on Boolean Network Evolution ...................................................171Janyl Jumadinova, Mihaela T. Matache, and Prithviraj Dasgupta

Social Model Shaping for Solving Generic DEC-POMDPs .......................................................................180Pradeep Varakantham

Efficient Multiagent Coordination in Dynamic Environments ....................................................................188Jan Ole Berndt and Otthein Herzog

On the Value of Coordination in Distributed Self-Adaptation of IntrusionDetection System ......................................................................................................................................196

Martin Rehák, Martin Grill, and Jan Stiborek

Towards Addressing Model Uncertainty: Robust Execution-Time Coordinationfor Teamwork ............................................................................................................................................204

Jun-young Kwak, Rong Yang, Zhengyu Yin, Matthew E. Taylor, and Milind Tambe

Approximating Model Equivalence in Interactive Dynamic Influence DiagramsUsing Top K Policy Paths .........................................................................................................................208

Yifeng Zeng, Yingke Chen, and Prashant Doshi

Towards an Understanding of the Value of Cooperation in Uncertain World ...........................................212Yonghong Wang, Katia Sycara, and Paul Scerri

The Impact of Splitting Granularity on Multi-agent Diffusion Computing ..................................................216Xiaocong Fan and Meng Su

Coordination/LearningOn-Board Evolutionary Algorithm and Off-Line Rule Discovery for ColumnFormation in Swarm Robotics ...................................................................................................................220

Asuki Kouno, Jean-Marc Montanier, Shigeru Takano, Nicolas Bredeche,Marc Schoenauer, Michèle Sebag, and Einoshin Suzuki

Principles and Properties of a MAS Learning Algorithm: A Comparisonwith Standard Learning Algorithms Applied to Implicit Feedback Assessment ........................................228

Sylvain Lemouzy, Valérie Camps, and Pierre Glize

viiiviii

Coordination in Large Multiagent Reinforcement Learning Problems ......................................................236Thomas Kemmerich and Hans Kleine Büning

Reinforcement Learning of Communication in a Multi-agent Context ......................................................240Shirley Hoet and Nicolas Sabouret

A Zeroth-Level Classifier System for Real Time Strategy Games ............................................................244Michalis T. Tsapanos, Kyriakos C. Chatzidimitriou, and Pericles A. Mitkas

Coordination/Reputation & TrustTrust Put to the Test: A Testcase for a Cognitive Trust Model .................................................................248

Juri Luca De Coi and Laurent Vercouter

Modeling and Validation of Biased Human Trust ......................................................................................256Mark Hoogendoorn, S. Waqar Jaffry, Peter-Paul van Maanen, and Jan Treur

Evolving Cooperation through Reciprocity Using a Centrality-BasedReputation System ...................................................................................................................................264

Christian Hütter, Raphael Lorch, and Klemens Böhm

Reputation Based Dynamic Responsibility to Agent Assignement for CriticalInfrastructure .............................................................................................................................................272

Guy Guemkam, Christophe Feltus, Pierre Schmitt, Cédric Bonhomme,Djamel Khadraoui, and Zahia Guessoum

FloodTrust for Improved Trust Transitivity ................................................................................................276Ioan Alfred Letia and Radu Razvan Slavescu

Coordination/Trust, Security, & RobustnessEffects of Reliance Support on Team Performance by Advising and AdaptiveAutonomy ..................................................................................................................................................280

Peter-Paul van Maanen, Francien Wisse, Jurriaan van Diggelen,and Robbert-Jan Beun

Leveraging Network Properties for Trust Evaluation in Multi-agent Systems ...........................................288Xi Wang, Mahsa Maghami, and Gita Sukthankar

Multiagent Communication Security in Adversarial Settings ....................................................................296Steven Okamoto, Praveen Paruchuri, Yonghong Wang, Katia Sycara,Janusz Marecki, and Mudhakar Srivatsa

Adaptive Replication in Fault-Tolerant Multi-agent Systems ....................................................................304Sylvain Ductor, Zahia Guessoum, and Mikal Ziane

Repairing Flocks in Peer-to-Peer Networks ..............................................................................................308Benoît Romito, Hugo Pommier, and François Bourdon

ixix

Autonomous Auctions and NegotiationGeneralised Network Flows for Combinatorial Auctions ...........................................................................313

Madalina Croitoru and Cornelius Croitoru

Toward a VCG-Like Approximate Mechanism for Large-Scale Multi-unitCombinatorial Auctions .............................................................................................................................317

Naoki Fukuta

Adaptive Strategies for Dynamic Pricing Agents ......................................................................................323Sara Ramezani, Peter A.N. Bosman, and Han La Poutré

Multi-party Dialogue Games for Distributed Argumentation System ........................................................329Jinping Yuan, Li Yao, Zhiyong Hao, Fang Liu, and Tangming Yuan

PersonalTour: A Recommender System for Travel Packages .................................................................333Fabiana Lorenzi, Stanley Loh, and Mara Abel

Semantic Negotiation-Based Service Framework in an M2M Environment .............................................337Paul Barom Jeon, Jangwon Kim, Sukhoon Lee, Chonghyun Lee,and Doo-Kwon Baik

Distributed Problem SolvingDesigning Effective Heterogeneous Teams for Multiagent Routing Domains ..........................................341

David Furcy and George Thomas

Sequential Multilateral Search for a Common Goal ..................................................................................349Igor Rochlin, David Sarne, and Gil Zussman

Effective Variants of the Max-Sum Algorithm for Radar Coordinationand Scheduling .........................................................................................................................................357

Yoonheui Kim, Michael Krainin, and Victor Lesser

A Plan Based Coalition Formation Model for Multi-agent Systems ..........................................................365Souhila Arib and Samir Aknine

Constraining Self-Interested Agents to Guarantee Pareto Optimalityin Multiagent Coalition Formation Problem ...............................................................................................369

Thomas Génin and Samir Aknine

The Open System Setting in Timed Multiagent Patrolling ........................................................................373Cyril Poulet, Vincent Corruble, Amal El Fallah Seghrouchni, and Geber Ramalho

Partially Decentralised Junction Trees for Quality Guaranteed ApproximateCoordination in Open Multi-agent Systems with Optimality/Runtime Trade-Off .......................................377

Nicolas Stefanovitch and Amal El Fallah Seghrouchni

The Benefit of Decomposing POMDP for Control of Gene RegulatoryNetworks ...................................................................................................................................................381

Utku Erdogdu, Reda Alhajj, and Faruk Polat

xx

An Agent Based Voting System for E-Learning Course Selection InvolvingComplex Preferences ...............................................................................................................................386

Ali M. Aseere, David E. Millard, and Enrico H. Gerding

Agent and Multi-agent Based ApplicationsMulti-variate Distributed Data Fusion with Expensive Sensor Data .........................................................394

Yonghong Wang, Katia Sycara, and Paul Scerri

Simulate to Detect: A Multi-agent System for Community Detection .......................................................402Remy Cazabet and Frederic Amblard

Monitoring Gestational Diabetes Mellitus with Cognitive Agents and AgentEnvironments ............................................................................................................................................409

Stefano Bromuri, Michael Ignaz Schumacher, Kostas Stathis, and Juan Ruiz

An Agent-Based Architecture for Model-Based Diagnosis Using ObservationCost ...........................................................................................................................................................415

Mark Hoogendoorn, Bas W. Knopper, and Andy van der Mee

A Multi-agent Organization for the Governance of Machine-to-MachineSystems ....................................................................................................................................................421

Camille Persson, Gauthier Picard, and Fano Ramparany

A Normative Agent System to Prevent Cyberbullying ..............................................................................425Tibor Bosse and Sven Stam

Demo TrackABC4MAS: Assembling Business Collaborations for MAS ......................................................................431

T. Penya-Alba, M. Pujol-Gonzalez, M. Esteva, B. Rosell, J. Cerquides,J.A. Rodriguez, C. Sierra, C. Carrascosa, V. Julián, M. Rebollo, M. Rodrigo,and M. Vasirani

Meta Learning in Multi-agent Systems for Data Mining ............................................................................433Ondřej Kazík, Klára Pešková, Martin Pilát, and Roman Neruda

Real World Embedded Multiagent Systems: Simulation of Hardware/SoftwareMixed Agent Societes in Realistic Physical Models ..................................................................................435

Jean-Paul Jamont, Michel Occello, and Eduardo Mendes

Industry TrackForeseeable Trends in the Development of a Society of Humans and Agent ..........................................437

Jean-Luc Dormoy

Agent-Based Traffic Operator Training Environments for Evacuation Scenarios .....................................438David Handford, Alex Rogers, and Kevin Cross

xixi

Agile Plant Management Using Agents and Mobile Devices: EnhancingCollaboration and Information Integration in Large-Scale ........................................................................442

Benito Mendoza, Peng Xu, Qiangguo Ren, and Li Bai

Author Index - IAT 2011 ..........................................................................................................................446

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on Web Intelligenceand Intelligent Agent

Technology Workshops

WI-IATWr rrrrr2011Table of Contents

WI-IAT 2011 Workshops Preface .............................................................................................................xiv

13th International Workshop

on Coordination, Organization, Institutions,

and Norms in Agent Systems (COIN 2011).............................................................................................xvi

5th International Workshop on Human

Aspects in Ambient Intelligence (HAI 2011)..........................................................................................xviii

5th International Workshop on Intelligent

E-Government and Emergency Management

(IEGEM 2011)..............................................................................................................................................xx

International Workshop on Computational

Social Networks (IWCSN 2011)................................................................................................................xxi

International Workshop on Intelligent Web

Interaction (IWI 2011)...............................................................................................................................xxiii

International Workshop on Learning, Agents,

and Formal Languages (LAFLang 2011)...............................................................................................xxiv

International Workshop on Natural Language

Processing and Ontology Engineering

(NLPOE 2011)...........................................................................................................................................xxvi

vv

International Workshop

on Optimization-Based Data Mining and Web

Intelligence (ODMWI 2011)....................................................................................................................xxviii

International Workshop on Web-Scale

Knowledge Representation, Retrieval,

and Reasoning (WEB-KR3 2011)............................................................................................................xxix

International Workshop on Web Intelligence

for Information Security (WIIS 2011) ......................................................................................................xxx

4th International Workshop on Web

Information Retrieval Support Systems

(WIRSS 2011) ...........................................................................................................................................xxxi

International Workshop on Web Intelligence

and Communities (WI&C 2011)..............................................................................................................xxxii

International Workshop on Web

Personalization, Reputation,

and Recommender Systems (WPRRS 2011).......................................................................................xxxiv

International Workshop on Next Trends

in E-Mail (NextMail 2011).......................................................................................................................xxxvi

WI-IAT 2011 Workshops Sponsors .....................................................................................................xxxvii

13th International Workshop on Coordination, Organization,Institutions, and Norms in Agent Systems (COIN 2011)Normative Run-Time Reasoning for Institutionally-Situated BDI Agents ......................................................1

Tina Balke, Marina De Vos, Julian Padget, and Dimitris Traskas

A Satisficing Agreements Model ...................................................................................................................5Guido Boella, Gabriella Pigozzi, Marija Slavkovik, and Leendert van der Torre

Supporting Agent Systems in the Programming Language ..........................................................................9Claudia Grigore and Rem Collier

Implementing Norms? .................................................................................................................................13Loïs Vanhée, Huib Aldewereld, and Frank Dignum

Explanation and Coordination in Human-Agent Teams: A Study in the BW4TTestbed .......................................................................................................................................................17

Maaike Harbers, Jeffrey M. Bradshaw, Matthew Johnson, Paul Feltovich,Karel van den Bosch, and John-Jules Meyer

vivi

An Agent Based Inter-organizational Collaboration Framework: OperA+ ..................................................21Jie Jiang, Virginia Dignum, and Yao-Hua Tan

Norm Establishment via Metanorms in Network Topologies ......................................................................25Samhar Mahmoud, Jeroen Keppens, Michael Luck, and Nathan Griffiths

Overcoming Omniscience in Axelrod’s Model ............................................................................................29Samhar Mahmoud, Jeroen Keppens, Michael Luck, and Nathan Griffiths

Norm-Aware Planning: Semantics and Implementation .............................................................................33Sofia Panagiotidi and Javier Vázquez-Salceda

5th International Workshop on Human Aspects in AmbientIntelligence (HAI 2011)A Distributed Cognition Based Tool for Information Trajectory Analysis ....................................................37

Stuart Moran, Keiichi Nakata, and Satoru Inoue

Ubiquitous Monitoring and User Perceptions as a Persuasive Strategy ....................................................41Stuart Moran, Isaac Wiafe, and Keiichi Nakata

Learning Algorithm for Human Activity Detection in Smart Environments ..................................................45Vicente Botón-Fernández and Adolfo Lozano-Tello

Examining Individual and System Level Effects of AmI Traffic Environments ............................................49Christian Maag, Christian Mark, Hans-Peter Krüger, Matthew Fullerton,Fritz Busch, and Axel Leonhardt

Using Ambient Intelligence to Control Aggression in Crowds ....................................................................53Charlotte Gerritsen

MACS - Affective Conditioning System for Shared Working Environments ...............................................57Mónica Sara Santos and Jeremy Pitt

The Implications of Interactional “Repair” for Human-Robot Interaction Design ........................................61Luke Plurkowski, Maurice Chu, and Erik Vinkhuyzen

Relationships between Robot's Self-Disclosures and Human's Anxietytoward Robots .............................................................................................................................................66

Tatsuya Nomura and Kayoko Kawakami

Emotion Modeling for Intelligent Agents - Towards a Unifying Framework ................................................70Thi Hai Ha Dang, Guillaume Hutzler, and Philippe Hoppenot

viivii

5th International Workshop on Intelligent E-Governmentand Emergency Management (IEGEM 2011)Research on Acquisition Method of Knowledge Element for EmergencyManagement System ..................................................................................................................................74

Xue-Long Chen, Wen-Hui Xiao, Li-Ming Li, Yan-Zhang Wang, and Ning Wang

Problems and Countermeasures for Disaster Reduction in China’s RemoteRural Areas .................................................................................................................................................78

Ning Wang, Hongyu Huang, Yanzhang Wang, Hui Li, and Liming Li

Technological Capability Enhancement Mechanism of Software OutsourcingEnterprises ..................................................................................................................................................82

Qiuyan Zhong, Xiaonan Zhang, Jiangnan Qiu, and Gang Qu

Research on Co-occurrence Regularity of Semantic Relations in ObjectiveKnowledge System .....................................................................................................................................86

Jiangnan Qiu, Yanzhang Wang, Daidi Wang, Jinxia Dong, and Bin Zhang

An Inter-organizational Dynamic Business Process Oriented Decision-MakingBehavioral Rule Description Method ..........................................................................................................90

Ye Xin, Zuo Chao, Bing Xinghua, and Cui Yanxin

Research on Fish Diseases along Coastal Waters in China Based on WebGIS Database .............................................................................................................................................94

Shengju Han, Youyou Wang, and Shangyu Nie

Research on Municipal E-Government System ..........................................................................................98Huaiming Li, Dujuan Wang, and Yanzhang Wang

International Workshop on Computational Social Networks(IWCSN 2011)Discovering the Evolutionary Patterns in Local Topology of an E-Mail SocialNetwork .....................................................................................................................................................102

Krzysztof Juszczyszyn and Wojciech Frys

Towards Collaborative Metadata Enrichment for Adaptive Web-BasedLearning ....................................................................................................................................................106

Róbert Móro, Ivan Srba, Maroš Unčík, Mária Bieliková, and Marián Šimko

Web Site Community Analysis Based on Suffix Tree and Clustering Algorithm ......................................110Kateřina Slaninová, Jan Martinovič, Tomáš Novosád, Pavla Dráždilová,Lukáš Vojáček, and Václav Snášel

Web-Based Verification on the Representativeness of Terms Extractedfrom Single Short Documents ...................................................................................................................114

Jenq-Haur Wang

Social Awareness and User Modeling to Improve Objects Intelligence ...................................................118Giulia Biamino and Federica Cena

viiiviii

International Workshop on Intelligent Web Interaction (IWI2011)Independent Component Analysis Based Seeding Method for K-MeansClustering ..................................................................................................................................................122

Takashi Onoda, Miho Sakai, and Seiji Yamada

Graph-Cut Based Iterative Constrained Clustering ..................................................................................126Masayuki Okabe and Seiji Yamada

Evaluating the Trade-Offs between Diversity and Precision for Web ImageSearch Using Concept-Based Query Expansion ......................................................................................130

Enamul Hoque, Orland Hoeber, and Minglun Gong

Visualization-Based Support of Hypothesis Verification for Research Surveywith Co-authorship Networks ....................................................................................................................134

Takeshi Kurosawa and Yasufumi Takama

A Computational Account of Potency Differences in eWOM MessagesInvolving Subjective Rank Expressions ....................................................................................................138

Kazunori Fujimoto

Merging and Re-ranking Answers from Distributed Multiple Web Sources ..............................................143Hyo-Jung Oh, Jeong Hur, Chung-Hee Lee, Pum-Mo Ryu, Yeo-Chan Yoon,and Hyunki Kim

International Workshop on Learning, Agents, and FormalLanguages (LAFLang 2011)An Overview of How Semantics and Corrections Can Help Language Learning .....................................147

Dana Angluin and Leonor Becerra-Bonache

Agent-Systems and Formal Languages ...................................................................................................151Gemma Bel-Enguix and M. Dolores Jiménez-López

An Architecture for Bootstrapping Lexical Semantics and GrammaticalStructures .................................................................................................................................................155

Tom Armstrong and Tim Oates

Modelling of Complex Systems with AML as Realized in MIRO Project ..................................................159Sébastien Chipeaux, Fabrice Bouquet, Christophe Lang, and Nicolas Marilleau

A Modern Blackboard System ..................................................................................................................163Mohamed Gaha, Michel Gagnon, and Frédéric Sirois

Constraint Based Syntax of Modifiers .......................................................................................................167Roussanka Loukanova

Parallel Simulation of NEPs on Clusters ...................................................................................................171Carmen Navarrete Navarrete, Marina de la Cruz Echeandía,Eloy Anguiano Rey, Alfonso Ortega de la Puente, and José Miguel Rojas Silas

ixix

Role-Play Training for Project Management Education Using a Mentor Agent ........................................175Taichi Nakamura, Erika Taguchi, Daisuke Hirose, Ishikawa Masahiro,and Akio Takashima

International Workshop on Natural Language Processingand Ontology Engineering (NLPOE 2011)Chinese Semantic Dependency Relation System and Treebank Construction ........................................181

Yanqiu Shao, Likun Qiu, and Chunxia Liang

The Syntactic Features and Identification Analysis of “Planting” VerbMetaphors .................................................................................................................................................185

Zhimin Wang, Yuxiang Jia, and Li He

Ontology-Based Feature Extraction ..........................................................................................................189Carlos Vicient, David Sánchez, and Antonio Moreno

Word-Level Reordering Model for Phrase-Based SMT ............................................................................193Pengyuan Liu, Shui Liu, and Sheng Li

Exploring Word Similarity to Improve Chinese Personal Name Disambiguation ......................................197Xia Yang, Peng Jin, and Wei Xiang

Induction of Semantic Classes Based on Coordinate Patterns ................................................................201Likun Qiu, Yunfang Wu, Jing Shi, Yanqiu Shao, and Zhiyi Long

A Corpus-Based Method to Improve Feature-Based Semantic Role Labeling ........................................205Pengyuan Liu and Shiqi Li

When You Doubt, Abstain: From Misclassification to Epoché in Automatic TextCategorisation ...........................................................................................................................................209

Angela Locoro, Daniele Grignani, and Viviana Mascardi

Semi-supervised Learning Framework for Cross-Lingual Projection .......................................................213PengLong Hu, Mo Yu, Jing Li, CongHui Zhu, and TieJun Zhao

International Workshop on Optimization-Based Data Miningand Web Intelligence (ODMWI 2011)Domain Driven Two-Phase Feature Selection Method Basedon Bhattacharyya Distance and Kernel Distance Measurements ............................................................217

Yibing Chen, Lingling Zhang, Jun Li, and Yong Shi

Rule Extraction from Support Vector Machines and Its Applications .......................................................221Si Xiao Yang, Ying Jie Tian, and Chun Hua Zhang

MSSVM: A Modular Solver for Support Vector Machines ........................................................................225Lingfeng Niu and Yong Shi

A Utility-Based Recommendation Approach for Academic Literatures ....................................................229Shenshen Liang, Ying Liu, Liheng Jian, Yang Gao, and Zhu Lin

xx

A Fuzzy Clustering Algorithm for Petroleum Data ....................................................................................233Zhongbin Ouyang and Yong Shi

Predictive Data Stream Filtering ...............................................................................................................237Jun Li, Wenyu Zang, Jianlong Tan, and Peng Zhang

International Workshop on Web-Scale KnowledgeRepresentation, Retrieval, and Reasoning (WEB-KR3)Web-Scale Range Queries in a Self-Organized Storage Service ............................................................241

Hannes Mühleisen, Tilman Walther, and Robert Tolksdorf

TripleCloud: An Infrastructure for Exploratory Querying over Web-Scale RDFData ..........................................................................................................................................................245

Christophe Guéret, Spyros Kotoulas, and Paul Groth

Mining Fuzzy Domain Ontology Based on Concept Vector from WikipediaCategory Network .....................................................................................................................................249

Cheng-Yu Lu, Shou-Wei Ho, Jen-Ming Chung, Fu-Yuan Hsu, Hahn-Ming Lee,and Jan-Ming Ho

International Workshop on Web Intelligence for InformationSecurity (WIIS 2011)Significance of Term Relationships on Anonymization .............................................................................253

Balamurugan Anandan and Chris Clifton

Extracting Information about Security Vulnerabilities from Web Text .......................................................257Varish Mulwad, Wenjia Li, Anupam Joshi, Tim Finin,and Krishnamurthy Viswanathan

On Source Code Transformations for Steganographic Applications ........................................................261Geoffrey C. Hulette and John Solis

Semantic Filters in Intelligence Analysis ...................................................................................................265Jim Q. Chen

Intelligent Extraction of Knowledge Structures from Natural Language Texts .........................................269Igor P. Kuznetsov, Elena B. Kozerenko, and Andrew G. Matskevich

Baseline Semantic Spam Filtering ............................................................................................................273Christian F. Hempelmann and Vikas Mehra

Content-Based Privacy Management on the Social Web .........................................................................277Michal Jakob, Zbyněk Moler, Michal Pěchouček, and Roman Vaculín

xixi

4th International Workshop on Web Information RetrievalSupport Systems (WIRSS 2011)Automatic Annotation of Non-English Web Content .................................................................................281

Jakub Ševcech and Mária Bieliková

Semantic Conversion for Dynamic Web Pages ........................................................................................285Mamdouh Farouk and Mitsuru Ishizuka

Query Reformulation for Task-Oriented Web Searches ...........................................................................289Nikos Kirtsis and Sofia Stamou

Slovak Blog Clustering Enhanced by Mining the Web Comments ...........................................................293Tomas Kuzar and Pavol Navrat

Supporting Search Result Browsing and Exploration via Cluster-Based Viewsand Zoom-Based Navigation ....................................................................................................................297

Karol Rástočný, Michal Tvarožek, and Mária Bieliková

A Luhn-Inspired Vector Re-weighting Approach for Improving PersonalizedWeb Search ..............................................................................................................................................301

Hanze Liu and Orland Hoeber

UPComp - A PHP Component for Recommendation Based on User Behaviour .....................................306Ladislav Peška, Alan Eckhardt, and Peter Vojtáš

International Workshop on Web Intelligenceand Communities (WI&C 2011)Ontology Learning from User Tagging for Tag Recommendation Making ...............................................310

Endang Djuana, Yue Xu, Yuefeng Li, and Audun Jøsang

Simplifying Ontologies for Smoother Interaction in HeterogeneousEnvironments ............................................................................................................................................314

Ioan Alfred Letia and Octavian Pop

Enhancing Group Cohesion in Virtual Communities of Practice ..............................................................318Eric Gouardères and Guy Gouardères

Social-Compliance in Trust Management within Virtual Communities .....................................................322Reda Yaich, Olivier Boissier, Philippe Jaillon, and Gauthier Picard

Enhancing Community Discovery and Characterization in VCoP Using TopicModels ......................................................................................................................................................326

Lautaro Cuadra, Sebastián A. Ríos, and Gaston L’Huillier

Defeasible Reasoning Based Argumentative Web-IDSS for Virtual Teams(VTs) .........................................................................................................................................................330

Naeem Khalid Janjua and Farookh Khadeer Hussain

Author Name Disambiguation in Citations ................................................................................................335Kai-Hsiang Yang and Yi-Hsuan Wu

xiixii

Leveraging Social Network Analysis with Topic Models and the Semantic Web .....................................339Sebastián A. Ríos, Felipe Aguilera, Francisco Bustos, Tope Omitola,and Nigel Shadbolt

International Workshop on Web Personalization, Reputation,and Recommender Systems (WPRRS 2011)Integrating Fusion Techniques into the Collaborative Filtering Search-BasedRecommender Systems ...........................................................................................................................343

Noraswaliza Abdullah, Yue Xu, and Shlomo Geva

Web Query Interface Parsing for Building Web-Based Metasearch Systems ..........................................347Jyh-Jong Tsay, Chin-Wen Tsay, and Shen-Hsien Lin

A Web-Based Framework for User-Centred Evaluation of End-UserExperience in Adaptive and Personalized E-Learning Systems ...............................................................351

Catherine Mulwa, Séamus Lawless, Mary Sharp, and Vincent Wade

Interest Aware Recommendations Based on Adaptive User Profiling ......................................................357Muhammad Ali Zeb and Maria Fasli

The MovieOracle - Content Based Movie Recommendations ..................................................................361Jochen Nessel and Barbara Cimpa

Evaluation Criteria Ontology Modularization Tools ...................................................................................365Sunju Oh and Heon Y. Yeom

International Workshop on Next Trends in E-Mail (NextMail2011)Novel Approach for Tagging of Discourse Segments in Help-Desk E-Mails ............................................369

Suman Yelati and Rajeev Sangal

Email Social Network Extraction and Search ...........................................................................................373Michal Laclavík, Štefan Dlugolinský, Marcel Kvassay, and Ladislav Hluchý

Tomorrow’s E-Mail: DLM 3.0 Project's Vision for the Future of E-Mailin Enterprises ............................................................................................................................................377

Jérôme Mulsant, Gaëlle Recourcé, and Romain Vuillemot

Scribee Experimentation - Early Statistics on Email Conversations .........................................................381Vincent Verdot, Benoît Christophe, Vincent Toubiana, and Mathieu Beauvais

Leveraging the Linked Data Principles for Electronic Communications ...................................................385Antoine Zimmermann

Next Generation Mail: Toward a Personal Social CRM ............................................................................389Nicolas Guillaume

Author Index - WI-IAT 2011 Workshops ...............................................................................................392

xiiixiii

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