Advances in Knowledge Acquisition and Management : Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, Guilin, China, August 7-8, 2006, Revised Selected Papers

by Hoffmann, Achim; Kang, Byeong-Ho; Richards, Debbie; Tsumoto, Shusaku

• ISBN13: 9783540689553
• ISBN10: 3540689559
• Format: Paperback
• Copyright: 2006-08-30
• Publisher: Springer Verlag
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Summary

This book constitutes the thoroughly refereed post-proceedings of the 2006 Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, held in Guilin, China in August 2006 as part of 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006. The 21 revised full papers and 6 revised short papers presented together with 4 invited talks were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on ontology and knowledge acquisition, algorithm approaches to knowledge acquisition, incremental knowledge acquisition and RDR, knowledge acquisition and applications, as well as machine learning and data mining.

Table of Contents

Visual knowledge annotation and management by using qualitative spatial information	p. 1
Ad-hoc and personal ontologies : a prototyping approach to ontology engineering	p. 13
Relating business process models to goal-oriented requirements models in KAOS	p. 25
Heuristic and rule-based knowledge acquisition : classification of numeral strings in text	p. 40
RFID tag based library marketing for improving patron services	p. 51
Extracting discriminative patterns from graph structured data using constrained search	p. 64
Evaluating learning algorithms with meta-learning schemes for a rule evaluation support method based on objective indices	p. 75
Training classifiers for unbalanced distribution and cost-sensitive domains with ROC analysis	p. 89
Revealing themes and trends in the knowledge domain's intellectual structure	p. 99
Evaluation of the FastFIX prototype 5Cs CARD system	p. 108
Intelligent decision support for medication review	p. 120
A hybrid browsing mechanism using conceptual scales	p. 132
Knowledge representation for video assisted by domain-specific ontology	p. 144
An ontological infrastructure for the semantic integration of clinical archetypes	p. 156
Improvement of air handling unit control performance using reinforcement learning	p. 168
Optimizing dissimilarity-based classifiers using a newly modified hausdorff distance	p. 177
A new model for classifying DNA code inspired by neural networks and FSA	p. 187
Improvements on common vector approach using k-clustering method	p. 199
The method for the unknown word classification	p. 207
An ontology supported approach to learn term to concept mapping	p. 216
Building corporate knowledge through ontology integration	p. 223
Planning with domain rules based on state-independent activation sets	p. 230
Elicitation of non-functional requirement preference for actors of usecase from domain model	p. 238
Enhancing information retrieval using problem specific knowledge	p. 244
Acquiring innovation knowledge	p. 252
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