Knowledge Management and Acquisition for Intelligent Systems: 12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Kuching, Malaysia, September 5-6, 2012. Proceedings

Description

This book constitutes the proceedings of the 12th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2012, held in Kuching, Malaysia, in September 2012. The 21 full papers and 11 short papers included in this volume were carefully reviewed and selected from 141 papers. They deal with knoweldge acquisition issues and evaluation; language, text and image processing; incremental knowledge acquisition; agent based knowledge acquisition and management; ontology-based approaches; WEB 2.0 methods and applications; and other applications. Front Matter....Pages - Constraints Dependent T-Way Test Suite Generation Using Harmony Search Strategy....Pages 1-11 Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique....Pages 12-27 Perceptual Evaluation of Automatic 2.5D Cartoon Modelling....Pages 28-42 Automatic Acquisition of User Models of Interaction to Evaluate the Usability of Virtual Environments....Pages 43-57 User-Centric Recommendation-Based Approximate Information Retrieval from Marine Sensor Data....Pages 58-72 Addressing Challenges for Knowledge Discovery from Data in the Domain of Seaport Integration....Pages 73-85 Data Envelopment Analysis for Evaluating Knowledge Acquisition and Creation....Pages 86-93 A High-Order Hidden Markov Model for Emotion Detection from Textual Data....Pages 94-105 A Lazy Man’s Way to Part-of-Speech Tagging....Pages 106-117 Knowledge Acquisition for Categorization of Legal Case Reports....Pages 118-132 Extraction of How-to Type Question-Answering Sentences Using Query Sets....Pages 133-139 Image Indexing and Retrieval with Pachinko Allocation Model: Application on Local and Global Features....Pages 140-146 Detection of CAN by Ensemble Classifiers Based on Ripple Down Rules....Pages 147-159 Improving Open Information Extraction for Informal Web Documents with Ripple-Down Rules....Pages 160-174 Ripple-Down Rules with Censored Production Rules....Pages 175-187 RM and RDM, a Preliminary Evaluation of Two Prudent RDR Techniques....Pages 188-194 Planning Children’s Stories Using Agent Models....Pages 195-208 A Framework for a Multi-agent Collaborative Virtual Learning Environment (MACVILLE) Based on Activity Theory....Pages 209-220 Emergence of Personal Knowledge Management Processes within Multi-agent Roles....Pages 221-228 Towards an Ontology-Based Approach to Knowledge Management of Graduate Attributes in Higher Education....Pages 229-243 Commonsense Knowledge Acquisition through Children’s Stories....Pages 244-250 Externalizing Senses of Worth in Medical Service Based on Ontological Engineering....Pages 251-257 Crowd-Sourced Knowledge Bases....Pages 258-271 Social Issue Gives You an Opportunity: Discovering the Personalised Relevance of Social Issues....Pages 272-284 Identifying Important Factors for Future Contribution of Wikipedia Editors....Pages 285-297 Network Analysis of Three Twitter Functions: Favorite, Follow and Mention....Pages 298-312 User-Oriented Product Search Based on Consumer Values and Lifestyles....Pages 313-327 Extracting Communities in Networks Based on Functional Properties of Nodes....Pages 328-334 Revealing and Trending the Social Knowledge Studies....Pages 335-342 Workflow Knowledge Sharing through Social Networks....Pages 343-349 Identifying Characteristics of Seaports for Environmental Benchmarks Based on Meta-learning....Pages 350-363 A Situated Experiential Learning System Based on a Real-Time 3D Virtual Studio....Pages 364-371 Back Matter....Pages -