Knowledge Management and Acquisition for Smart Systems and Services : 11th International Workshop, PKAW 2010, Daegue, Korea, August 30 - 31, 2010, Proceedings

by Richards, Debbie; Kang, Byeong-Ho

• ISBN13: 9783642150364
• ISBN10: 3642150365
• Edition: 1st
• Format: Paperback
• Copyright: 2010-11-05
• Publisher: Springer-Verlag New York Inc

Summary

The book constitutes the thoroughly refereed proceedings of the 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services, held in Daegue, Korea in August 2010 in conjunction with the Pacific Rim International Conference on Artificial Intelligence, PRICAI 2010. The 26 revised full papers were selected from 94 submissions and are organized in topical sections on Machine Learning, Data Mining, Knowledge Engineering & Ontology, Incremental Knowledge Acquisition, KA Applications in Internet and Mobile Computing and KA Applications in Multimedia and Games.

Table of Contents

Machine Learning
A Graph-Based Projection Approach for Semi-supervised Clustering	p. 1
Self-organisation in an Agent Network via Multiagent Q-Learning	p. 14
Improving Trading Systems Using the RSI Financial Indicator and Neural Networks	p. 27
Balanced Student Partitioning to Promote Effective Learning: Applications in an International School	p. 38
Data Mining
Laban-Based Motion Rendering for Emotional Expression of Human Form Robots	p. 49
Self-supervised Mining of Human Activity from CGM	p. 61
Data Mining Using an Adaptive HONN Model With Hyperbolic Tangent Neurons	p. 73
Business Intelligence for Delinquency Risk Management via Cox Regression	p. 82
Knowledge Engineering & Ontology
An Ontology-Based Adaptive Learning System to Enhance Self-directed Learning	p. 91
Context-Aware Service Framework for Decision-Support Applications Using Ontology-Based Modeling	p. 103
A Disaster Management Metamodel (DMM) Validated	p. 111
Another Investigation of an Interontologia between Chinese Lexical Systems and Roget's Thesaurus	p. 126
Incremental Knowledge Acquisition
Incremental Knowledge Acquisition Using Generalised RDR for Soccer Simulation	p. 135
Incremental System Engineering Using Process Networks	p. 150
RDRCE: Combining Machine Learning and Knowledge Acquisition	p. 165
Simulated Assessment of Ripple Round Rules	p. 180
The Ballarat Incremental Knowledge Engine	p. 195
KA Applications in Internet and Mobile Computing
Finding Relation between PageRank and Voter Model	p. 208
Mobile Sync-application for Life Logging and High-Level Context Using Bayesian Network	p. 223
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security	p. 235
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site	p. 247
Visualising Intellectual Structure of Ubiquitous Computing	p. 261
Acquiring Expected Influence Curve from Single Diffusion Sequence	p. 273
KA Applications in Multimedia and Games
Automatic Speech-Based Classification of Gender, Age and Accent	p. 288
MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory	p. 300
Efficient Bulk-Insertion for Content-Based Video Indexing	p. 310
Author Index	p. 323
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