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020 _a9783540689577
_9978-3-540-68957-7
024 7 _a10.1007/11961239
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
245 1 0 _aAdvances in Knowledge Acquisition and Management
_h[electronic resource] :
_bPacific Rim Knowledge Acquisition Workshop, PKAW 2006, Guilin, China, August 7-8, 2006, Revised Selected Papers /
_cedited by Achim Hoffmann, Byeong-ho Kang, Debbie Richards, Shusaku Tsumoto.
250 _a1st ed. 2006.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2006.
300 _aXI, 264 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v4303
505 0 _aRegular Papers -- Visual Knowledge Annotation and Management by Using Qualitative Spatial Information -- Ad-Hoc and Personal Ontologies: A Prototyping Approach to Ontology Engineering -- Relating Business Process Models to Goal-Oriented Requirements Models in KAOS -- Heuristic and Rule-Based Knowledge Acquisition: Classification of Numeral Strings in Text -- RFID Tag Based Library Marketing for Improving Patron Services -- Extracting Discriminative Patterns from Graph Structured Data Using Constrained Search -- Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices -- Training Classifiers for Unbalanced Distribution and Cost-Sensitive Domains with ROC Analysis -- Revealing Themes and Trends in the Knowledge Domain’s Intellectual Structure -- Evaluation of the FastFIX Prototype 5Cs CARD System -- Intelligent Decision Support for Medication Review -- A Hybrid Browsing Mechanism Using Conceptual Scales -- Knowledge Representation for Video Assisted by Domain-Specific Ontology -- An Ontological Infrastructure for the Semantic Integration of Clinical Archetypes -- Improvement of Air Handling Unit Control Performance Using Reinforcement Learning -- Optimizing Dissimilarity-Based Classifiers Using a Newly Modified Hausdorff Distance -- A New Model for Classifying DNA Code Inspired by Neural Networks and FSA -- Improvements on Common Vector Approach Using k-Clustering Method -- The Method for the Unknown Word Classification -- Regular Papers (6–8 Pages) -- An Ontology Supported Approach to Learn Term to Concept Mapping -- Building Corporate Knowledge Through Ontology Integration -- Planning with Domain Rules Based on State-Independent Activation Sets -- Elicitation of Non-functional Requirement Preference for Actors of Usecase fromDomain Model -- Enhancing Information Retrieval Using Problem Specific Knowledge -- Acquiring Innovation Knowledge.
520 _aSince knowledge was recognized as a crucial part of intelligent systems in the 1970s and early 1980s, the problem of the systematic and efficient acquisition of knowledge was an important research problem. In the early days of expert systems, the focus of knowledge acquisition was to design a suitable knowledge base for the problem - main by eliciting the knowledge from available experts before the system was c- pleted and deployed. Over the years, alternative approaches were developed, such as incremental approaches which would build a provisional knowledge base initially and would improve the knowledge base while the system was used in practice. Other approaches sought to build knowledge bases fully automatically by employing machine-learning methods. In recent years, a significant interest developed regarding the problem of constructing ontologies. Of particular interest have been ontologies that could be re-used in a number of ways and could possibly be shared across diff- ent users as well as domains. The Pacific Knowledge Acquisition Workshops (PKAW) have a long tradition in providing a forum for researchers to exchange the latest ideas on the topic. Parti- pants come from all over the world but with a focus on the Pacific Rim region. PKAW is one of three international knowledge acquisition workshop series held in the Pacific-Rim, Canada and Europe over the last two decades. The previous Pacific Knowledge Acquisition Workshop, PKAW 2004, had a strong emphasis on inc- mental knowledge acquisition, machine learning, neural networks and data mining.
650 0 _aArtificial intelligence.
650 0 _aData mining.
650 0 _aInformation storage and retrieval systems.
650 0 _aApplication software.
650 0 _aDatabase management.
650 0 _aPattern recognition systems.
650 1 4 _aArtificial Intelligence.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aDatabase Management.
650 2 4 _aAutomated Pattern Recognition.
700 1 _aHoffmann, Achim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKang, Byeong-ho.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aRichards, Debbie.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTsumoto, Shusaku.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783540689553
776 0 8 _iPrinted edition:
_z9783540834281
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v4303
856 4 0 _uhttps://doi.org/10.1007/11961239
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