2014 ieee/wic/acm international joint conferences on web ...toc.proceedings.com/24112webtoc.pdf2014...

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

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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

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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


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

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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


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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2014 ieee/wic/acm international joint conferences on web ...toc.proceedings.com/24112webtoc.pdf2014...

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