Computational Collective Intelligence. Technologies and Applications : 5th International Conference, ICCCI 2013, Craiova, Romania, September 11-13, 2013, Proceedings

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. Front Matter....Pages - Complexity and Interaction: Blurring Borders between Physical, Computational, and Social Systems....Pages 1-10 Trend Based Vertex Similarity for Academic Collaboration Recommendation....Pages 11-20 Application of Graph Cellular Automata in Social Network Based Recommender System....Pages 21-29 The Diffusion of Viral Content in Multi-layered Social Networks....Pages 30-39 Modelling and Analysis of Social Contagion Processes with Dynamic Networks....Pages 40-50 Abstraction of Social Contagion Models with Dynamic Networks....Pages 51-61 Classsourcing: Crowd-Based Validation of Question-Answer Learning Objects....Pages 62-71 An Black-Box Testing Approach on User Modeling in Practical Movie Recommendation Systems....Pages 72-79 Grey Incidence between Banks’ Risks and Their Performance....Pages 80-89 Guided Crowdsourcing for Collective Work Coordination in Corporate Environments....Pages 90-99 Google Trends for Data Mining. Study of Czech Towns....Pages 100-109 Automatic Web-Based User Interface Delivery for SOA-Based Systems....Pages 110-119 Developing a Multilingual Application Using Linked Data: A Case Study....Pages 120-129 Integrating Smartphone’s Intelligent Techniques on Authentication in Mobile Exam Login Process....Pages 130-142 Horn-TeamLog: A Horn Fragment of TeamLog with PTime Data Complexity....Pages 143-153 A Multiagent System Generating Complex Behaviours....Pages 154-164 Using Norm Emergence in Addressing the Tragedy of the Commons....Pages 165-174 Assessing Agents Interaction Quality via Multi-agent Runtime Verification....Pages 175-184 Flexible and Emergent Workflows Using Adaptive Agents....Pages 185-194 A Framework for Conflict Resolution in Multi-Agent Systems....Pages 195-204 Heterogeneous Agents’ Interactions in a Double Auction Virtual Stock Market....Pages 205-214 Knowledge-Based e-Contract Negotiation among Agents Using Semantic Web Technologies....Pages 215-224 Preliminary Experimental Results of the Multi-attribute and Logic-Based Ontology Alignment Method....Pages 225-234 Intuitionistic Fuzzy Control Based on Association Rules....Pages 235-244 Joining Data Mining with a Knowledge-Based System for Efficient Personalized Speech Therapy....Pages 245-254 On Interacting with Collective Knowledge of Group Facilitation....Pages 255-265 Automatic Lexical Alignment between Syntactically Weak Related Languages. Application for English and Romanian....Pages 266-275 Monitoring and Predicting Journalistic Profiles....Pages 276-285 Towards the Lexicon-Based Sentiment Analysis of Polish Texts: Polarity Lexicon....Pages 286-295 Bringing Common Sense to WordNet with a Word Game....Pages 296-305 Improvement of Imperfect String Matching Based on Asymmetric n-Grams....Pages 306-315 WikiDetect: Automatic Vandalism Detection for Wikipedia Using Linguistic Features....Pages 316-325 An Improved Application Level Multi-path Streaming Algorithm for HBDP Networks....Pages 326-335 A Novel Approach to Automated Cell Counting Based on a Difference of Convex Functions Algorithm (DCA)....Pages 336-345 An Effective Ant Colony Optimization Algorithm for the Minimum Sum Coloring Problem....Pages 346-355 A Genetic Algorithm with Multiple Mutation which Solves Orienteering Problem in Large Networks....Pages 356-366 Parallel Genetic Algorithm for Creation of Sort Algorithms....Pages 367-376 Comparison of Evolving Fuzzy Systems with an Ensemble Approach to Predict from a Data Stream....Pages 377-387 Exploding Balls Principle as a Method of Global Optimization....Pages 388-398 Comparison of Reinforcement and Supervised Learning Methods in Farmer-Pest Problem with Delayed Rewards....Pages 399-408 Classification of Committees with Veto and Stability of Power indices....Pages 409-416 Investigation of Property Valuation Models Based on Decision Tree Ensembles Built over Noised Data....Pages 417-426 Online Classifiers Based on Fuzzy C-means Clustering....Pages 427-436 Agent-Based Natural Domain Modeling for Cooperative Continuous Optimization....Pages 437-446 Agent-Based Data Reduction Using Ensemble Technique....Pages 447-456 Reinforcement Learning Strategy for A-Team Solving the Resource-Constrained Project Scheduling Problem....Pages 457-466 A Multi-agent Approach to the Dynamic Vehicle Routing Problem with Time Windows....Pages 467-476 Operation of Cluster-Based Web System Guaranteeing Web Page Response Time....Pages 477-486 Temporal Aggregation of Video Shots in TV Sports News for Detection and Categorization of Player Scenes....Pages 487-497 A Graph-Cut-Based Smooth Quantization Approach for Image Compression....Pages 498-506 Indexed Bloom Filters for Web Caches Summaries....Pages 507-516 The MapReduce Approach to Web Service Retrieval....Pages 517-526 Balanced Approach to the Design of Conversion Oriented Websites with Limited Negative Impact on the Users....Pages 527-536 Evaluation Framework for User Preference Research Implemented as Web Application....Pages 537-548 Investigating Feedbacks in Instructional Design Model Using Weak Tie Approach....Pages 549-561 Collaborative Learning in Cultural Exchange: Exploring Its Current Trend and Feature....Pages 562-571 Exploring Peer Scaffolding Opportunities on Experiential Problem Solving Learning....Pages 572-581 An Insight into an Innovative Group-Trading Model for E-Markets Using the Scenario of a Travel Agent....Pages 582-592 Exploring Technology Opportunities in an Industry via Clustering Method and Association Analysis....Pages 593-602 Hidden Topic Models for Multi-label Review Classification: An Experimental Study....Pages 603-611 Influence of Twitter Activity on College Classes....Pages 612-621 Extracting Collective Trends from Twitter Using Social-Based Data Mining....Pages 622-630 A Descriptive Analysis of Twitter Activity in Spanish around Boston Terror Attacks....Pages 631-640 Causal Dependence among Contents Emerges from the Collective Online Learning of Students....Pages 641-650 Social Network Analysis and Data Mining: An Application to the E-Learning Context....Pages 651-660 Efficient n -Gram-Based String Matching in Electronic Testing at Programming....Pages 661-670 Using Fuzzy Logic for Recommending Groups in E-Learning Systems....Pages 671-680 QORECT – A Case-Based Framework for Quality-Based Recommending Open Courseware and Open Educational Resources....Pages 681-690 The Differential Evolution with the Entropy Based Population Size Adjustment for the Nash Equilibria Problem....Pages 691-700 Dynamic Version of the ACDT/ACDF Algorithm for H-Bond Data Set Analysis....Pages 701-710 Ant Colony System with Selective Pheromone Memory for SOP....Pages 711-720 Efficient DPSO Neighbourhood for Dynamic Traveling Salesman Problem....Pages 721-730 Breaking LFSR Using Genetic Algorithm....Pages 731-738 Back Matter....Pages -