Transactions on Computational Collective Intelligence V

Front Cover
Ngoc Thanh Nguyen
Springer Science & Business Media, Sep 19, 2011 - Computers - 213 pages

These Transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the Semantic Web, social networks and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems.

This 5th issue contains a collection of 10 carefully selected and thorougly revised contributions. The articles deal with the following topics: web page language identification; a novel image edge detection approach using ant colony optimization techniques; component-based software development through the use of the agent paradigm; a method for integrating gene expression programming and cellular evolutionary algorithms; a model for selecting partners in a society, focussing on contextual fitness; a model for agent knowledge acquisition; methods of faulty video detection; a model for integrating the archival knowledge included in a user profile; a universal and formal description for agent systems; and a real-time and mulitilingual news event extraction system.

 

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Contents

Improved Ngrams Approach for Web Page Language Identification
1
Image Edge Detection Using VariationAdaptive Ant Colony Optimization
27
An Iterative Process for ComponentBased Software Development Centered on Agents
41
Cellular Gene Expression Programming Classifier Learning
66
A SituationAware Computational Trust Model for Selecting Partners
84
Using the Perseus System for Modelling Epistemic Interactions
106
Reduction of Faulty Detected Shot Cuts and Cross Dissolve Effects in Video Segmentation Processof Different Categories of Digital Videos
124
Using Knowledge Integration Techniques for User Profile Adaptation Method in Document Retrieval Systems
140
Modeling Agents and Agent Systems
157
Online News Event Extraction for Global Crisis Surveillance
182
Author Index
213
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