Knowledge Management and Acquisition for Intelligent Systems

12th Pacific Rim Knowledge Acquisition Workshop, PKAW 2012, Kuching, Malaysia, September 5-6, 2012, Proceedings

AvDeborah Richards,Byeong Ho Kang

Häftad, Engelska, 2012

Del i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2012-07-13
Mått:155 x 235 x 21 mm
Vikt:587 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:373
Upplaga:2012
Förlag:Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN:9783642325403

Utforska kategorier

Människa – datorinteraktion inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Constraints Dependent T-Way Test Suite Generation Using HarmonySearch Strategy.- Evaluating Disaster Management Knowledge Model by Using a Frequency-Based Selection Technique.- Perceptual Evaluation of Automatic 2.5D Cartoon Modelling.- Automatic Acquisition of User Models of Interaction to Evaluate theUsability of Virtual Environments.- User-Centric Recommendation-Based Approximate InformationRetrieval from Marine Sensor Data.- Addressing Challenges for Knowledge Discovery from Data in theDomain of Seaport Integration.- Data Envelopment Analysis for Evaluating Knowledge Acquisition andCreation.- Language, Text and Image ProcessingA High-Order Hidden Markov Model for Emotion Detection fromTextual Data.- A Lazy Man’s Way to Part-of-Speech Tagging.- Knowledge Acquisition for Categorization of Legal Case Reports.- Extraction of How-to Type Question-Answering Sentences Using QuerySets.- Image Indexing and Retrieval with Pachinko Allocation Model:Application on Local and Global Features.- Detection of CAN by Ensemble Classifiers Based on Ripple DownRules.- Improving Open Information Extraction for Informal Web Documentswith Ripple-Down Rules.- Ripple-Down Rules with Censored Production Rules.- RM and RDM, a Preliminary Evaluation of Two Prudent RDRTechniques.- Agent Based Knowledge Acquisition andManagementPlanning Children’s Stories Using Agent Models.- A Framework for a Multi-agent Collaborative Virtual LearningEnvironment (MACVILLE) Based on Activity Theory.- Emergence of Personal Knowledge Management Processes withinMulti-agent Roles.- Ontology-Based ApproachesTowards an Ontology-Based Approach to Knowledge Management ofGraduate Attributes in Higher Education.- Commonsense Knowledge Acquisition through Children’s Stories.- Externalizing Senses of Worth in Medical Service Based on OntologicalEngineering.- Web 2.0 Methods and ApplicationsCrowd-Sourced Knowledge Bases.- Social Issue Gives You an Opportunity: Discovering thePersonalisedRelevance of Social Issues.- Identifying Important Factors for Future Contribution of WikipediaEditors.- Network Analysis of Three Twitter Functions: Favorite, Follow and Mention.- User-Oriented Product Search Based on Consumer Values and Lifestyles.- Extracting Communities in Networks Based on Functional Propertiesof Nodes.- Revealing and Trending the Social Knowledge Studies.- Workflow Knowledge Sharing through Social Networks.- Identifying Characteristics of Seaports for Environmental BenchmarksBased on Meta-learning.- A Situated Experiential Learning System Based on a Real-Time 3DVirtual Studio.