Computational Collective Intelligence. Technologies and Applications : 4th International Conference, ICCCI 2012, Ho Chi Minh City, Vietnam, November 28-30, 2012, Proceedings, Part I

Annotation The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012. The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication Front Matter....Pages - Comparison of One-Level and Two-Level Consensuses Satisfying the 2-Optimality Criterion....Pages 1-10 A Heuristic Method for Collaborative Recommendation Using Hierarchical User Profiles....Pages 11-20 Solving Conflict on Collaborative Knowledge via Social Networking Using Consensus Choice....Pages 21-30 Integrating Multiple Experts for Correction Process in Interactive Recommendation Systems....Pages 31-40 Modeling Collaborative Knowledge of Publishing Activities for Research Recommendation....Pages 41-50 A New Approach for Problem of Sequential Pattern Mining....Pages 51-60 Robust Human Detection Using Multiple Scale of Cell Based Histogram of Oriented Gradients and AdaBoost Learning....Pages 61-71 Discovering Time Series Motifs Based on Multidimensional Index and Early Abandoning....Pages 72-82 A Hybrid Approach of Pattern Extraction and Semi-supervised Learning for Vietnamese Named Entity Recognition....Pages 83-93 Information Extraction from Geographical Overview Maps....Pages 94-103 Pixel-Based Object Detection and Tracking with Ensemble of Support Vector Machines and Extended Structural Tensor....Pages 104-113 A Tree-Based Approach for Mining Frequent Weighted Utility Itemsets....Pages 114-123 A Novel Trajectory Privacy-Preserving Future Time Index Structure in Moving Object Databases....Pages 124-134 Summarizing Knowledge Base with Modal Conditionals....Pages 135-144 Modeling PVT Properties of Crude Oil Systems Based on Type-2 Fuzzy Logic Approach and Sensitivity Based Linear Learning Method....Pages 145-155 On Structuring of the Space of Needs in the Framework of Fuzzy Sets Theory....Pages 156-165 Comparison of Fuzzy Combiner Training Methods....Pages 166-173 An Axiomatic Model for Merging Stratified Belief Bases by Negotiation....Pages 174-184 From Fuzzy Cognitive Maps to Granular Cognitive Maps....Pages 185-193 Bayesian Vote Weighting in Crowdsourcing Systems....Pages 194-203 Recognition Task with Feature Selection and Weighted Majority Voting Based on Interval-Valued Fuzzy Sets....Pages 204-209 On Quadrotor Navigation Using Fuzzy Logic Regulators....Pages 210-219 An Analysis of Change Trends by Predicting from a Data Stream Using Genetic Fuzzy Systems....Pages 220-229 On C-Learnability in Description Logics....Pages 230-238 Query-Subquery Nets....Pages 239-248 An Approach to Extraction of Linguistic Recommendation Rules – Application of Modal Conditionals Grounding....Pages 249-258 Paraconsistent Artificial Neural Networks and AD Analysis – Improvements....Pages 259-267 Classification of Tuberculosis Digital Images Using Hybrid Evolutionary Extreme Learning Machines....Pages 268-277 Comparison of Nature Inspired Algorithms Applied in Student Courses Recommendation....Pages 278-287 Ten Years of Weakly Universal Cellular Automata in the Hyperbolic Plane....Pages 288-297 Optimizing Communication Costs in ACODA Using Simulated Annealing: Initial Experiments....Pages 298-307 Robust Plagiary Detection Using Semantic Compression Augmented SHAPD....Pages 308-317 Words Context Analysis for Improvement of Information Retrieval....Pages 318-325 Mediating Accesses to Multiple Information Sources in a Multi-lingual Application....Pages 326-334 Classification of Speech Signals through Ant Based Clustering of Time Series....Pages 335-343 A Neuronal Approach to the Statistical Image Reconstruction from Projections Problem....Pages 344-353 Ripple Down Rules for Vietnamese Named Entity Recognition....Pages 354-363 Induction of Dependency Structures Based on Weighted Projection....Pages 364-374 Smart Access to Big Data Storage – Android Multi-language Offline Dictionary Application....Pages 375-384 STARS: Ad-Hoc Peer-to-Peer Online Social Network....Pages 385-394 Social Filtering Using Social Relationship for Movie Recommendation....Pages 395-404 An Intelligent RDF Management System with Hybrid Querying Approach....Pages 405-414 Cross-Organisational Decision Support: An Agent-Enabled Approach....Pages 415-424 The Semantics of Norms Mining in Multi-agent Systems....Pages 425-435 MAScloud: A Framework Based on Multi-Agent Systems for Optimizing Cost in Cloud Computing....Pages 436-445 A Computational Trust Model with Trustworthiness against Liars in Multiagent Systems....Pages 446-455 Color Image Segmentation Based on the Block Homogeneity....Pages 456-464 Finite Automata with Imperfect Information as Classification Tools....Pages 465-474 Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images....Pages 475-484 An Approach to Determine the Number of Clusters for Clustering Algorithms....Pages 485-494 Fuzzy Classification Method in Credit Risk....Pages 495-504 Preventing Attacks by Classifying User Models in a Collaborative Scenario....Pages 505-514 Hierarchical Clustering through Bayesian Inference....Pages 515-524 An Approach to Improving Quality of Crawlers Using Naïve Bayes for Classifier and Hyperlink Filter....Pages 525-535 Network Intrusion Detection Based on Multi-Class Support Vector Machine....Pages 536-543 Solving Nurse Rostering Problems by a Multiobjective Programming Approach....Pages 544-552 Conditional Parameter Identification with Asymmetrical Losses of Estimation Errors....Pages 553-562 Back Matter....Pages - The two volumes set LNCS 7653 and 7654 constitutes the refereed proceedings of the 4th International Conference on Computational Collective Intelligence, ICCCI, held in Ho Chi Minh City, Vietnam, in November 2012.The 113 revised full papers presented were carefully reviewed and selected from 397 submissions. The papers are organized in topical sections on (Part I) knowledge integration; data mining for collective processing; fuzzy, modal, and collective systems; nature inspired systems; language processing systems; social networks and semantic web; agent and multi-agent systems; classification and clustering methods; modeling and optimization techniques for business intelligence; (Part II) multi-dimensional data processing; web systems; intelligent decision making; methods for scheduling; collective intelligence in web systems ђ́أ web systems analysis; advanced data mining techniques and applications; cooperative problem solving; computational swarm intelligence; and semantic methods for knowledge discovery and communication This book constitutes the thoroughly refereed conference proceedings of the 5th International Conference on Computational Collective Intelligence, ICCCI 2013, held in Craiova, Romania, in September 2013. The 72 revised full papers presented were carefully selected from numerous submissions. Conference papers are organized in 16 technical sessions, covering the following topics: intelligent e-learning, classification and clustering methods, web intelligence and interaction, agents and multi-agent systems, social networks, intelligent knowledge management, language processing systems, modeling and optimization techniques, evolutionary computation, intelligent and group decision making, swarm intelligence, data mining techniques and applications, cooperative problem solving, collective intelligence for text mining and innovation, collective intelligence for social understanding and mining, and soft methods in collective intelligence.