th The 11 International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010) has provided a forum for the past two decades for researchers and practitioners working in the area of machine intelligence. PKAW covers a spectrum of techniques and approaches to implement smartness in IT applications. As evidenced in the papers in this volume, machine intelligence solutions incorporate many areas of AI such as ontological engineering, agent-based techn- ogy, robotics, image recognition and the Semantic Web as well as many other fields of computing such as software engineering, security, databases, the Internet, information retrieval, language technology and game technology. PKAW has evolved to embrace and foster advances in theory, practice and te- nology not only in knowledge acquisition and capture but all aspects of knowledge management including reuse, sharing, maintenance, transfer, merging, reconciliation, creation and dissemination. As many nations strive to be knowledge economies and organizations seek to maximize their knowledge assets and usage, solutions to handle the complex task of knowledge management are more important than ever. This v- ume contributes towards this goal. This volume seeks to disseminate the latest solutions from the International Wo- shop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010) held in Daegu, Korea during August 30–31, 2010 in conjunction with the Pacific Rim International Conference on Artificial Intelligence (PRICAI 2010).
Author(s): Tetsuya Yoshida, Kazuhiro Okatani (auth.), Byeong-Ho Kang, Debbie Richards (eds.)
Series: Lecture Notes in Computer Science 6232 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 313
Tags: Artificial Intelligence (incl. Robotics); Information Systems Applications (incl.Internet); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery
Front Matter....Pages -
A Graph-Based Projection Approach for Semi-supervised Clustering....Pages 1-13
Self-organisation in an Agent Network via Multiagent Q-Learning....Pages 14-26
Improving Trading Systems Using the RSI Financial Indicator and Neural Networks....Pages 27-37
Balanced Student Partitioning to Promote Effective Learning: Applications in an International School....Pages 38-48
Laban-Based Motion Rendering for Emotional Expression of Human Form Robots....Pages 49-60
Self-supervised Mining of Human Activity from CGM....Pages 61-72
Data Mining Using an Adaptive HONN Model with Hyperbolic Tangent Neurons....Pages 73-81
Business Intelligence for Delinquency Risk Management via Cox Regression....Pages 82-90
An Ontology-Based Adaptive Learning System to Enhance Self-directed Learning....Pages 91-102
Context-Aware Service Framework for Decision-Support Applications Using Ontology-Based Modeling....Pages 103-110
A Disaster Management Metamodel (DMM) Validated....Pages 111-125
Another Investigation of an Interontologia between Chinese Lexical Systems and Roget’s Thesaurus....Pages 126-134
Incremental Knowledge Acquisition Using Generalised RDR for Soccer Simulation....Pages 135-149
Incremental System Engineering Using Process Networks....Pages 150-164
RDRCE: Combining Machine Learning and Knowledge Acquisition....Pages 165-179
Simulated Assessment of Ripple Round Rules....Pages 180-194
The Ballarat Incremental Knowledge Engine....Pages 195-207
Finding Relation between PageRank and Voter Model....Pages 208-222
Mobile Sync-application for Life Logging and High-Level Context Using Bayesian Network....Pages 223-234
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security....Pages 235-246
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site....Pages 247-260
Visualising Intellectual Structure of Ubiquitous Computing....Pages 261-272
Acquiring Expected Influence Curve from Single Diffusion Sequence....Pages 273-287
Automatic Speech-Based Classification of Gender, Age and Accent....Pages 288-299
MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory....Pages 300-309
Efficient Bulk-Insertion for Content-Based Video Indexing....Pages 310-321
Back Matter....Pages -
