Intelligent Information Processing V: 6th Ifip Tc 12 International Conference, Iip 2010, Manchester, Uk, October 13-16, 2010, Proceedings

ISBN-13: 9783642163265 / Angielski / Twarda / 2010 / 354 str.

Zhongzhi Shi; Sunil Vadera; Agnar Aamodt

Opis

This book constitutes the refereed proceedings of the 6th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2010. The 35 revised papers presented together with 4 short papers were selected from more than 50 submissions. They are organized in topical sections on semantic web services, automatic reasoning, case-based reasoning, data mining, web mining, web search, knowledge representation, natural language processing, image processing, and pattern recognition.

Spis treści

Keynote Presentations.- Case-Based Reasoning Tomorrow: Provenance, the Web, and Cases in the Future of Intelligent Information Processing.- Knowledge Mining Biological Network Models.- Multivariate Bandits and Their Applications.- Image Semantic Analysis and Understanding.- Semantic Web Services.- Collaboration in Agent Grid Based on Dynamic Description Logics.- Requirement Driven Service Composition: An Ontology-Based Approach.- Multi-agent and Workflow-Based Web Service Management Model.- Semantic Approach for Service Oriented Requirements Modeling.- Automatic Reasoning.- Extend Atomic Action Definitions of DDL to Support Occlusions and Conditional Post-conditions.- Preservative Translations between Logical Systems.- The Description Logic for Relational Databases.- Non-Functional Requirements Elicitation and Incorporation into Class Diagrams.- Case-Based Reasoning.- Architectures Integrating Case-Based Reasoning and Bayesian Networks for Clinical Decision Support.- Event Extraction for Legal Case Building and Reasoning.- Applications of CBR in Oil Well Drilling: A General Overview.- Data Mining.- Associated Clustering and Classification Method for Electric Power Load Forecasting.- Two Improvement Strategies for PSO.- Mining Temporal Patterns of Technical Term Usages in Bibliographical Data.- Automated Empirical Selection of Rule Induction Methods Based on Recursive Iteration of Resampling Methods.- Web Mining.- Adaptive Web-Based Instruction for Enhancing Learning Ability.- Extracting Comparative Commonsense from the Web.- Detecting Temporal Pattern and Cluster Changes in Social Networks: A Study Focusing UK Cattle Movement Database.- Unstructured P2P-Enabled Service Discovery in the Cloud Environment.- Web Search.- Using Global Statistics to Rank Retrieval Systems without Relevance Judgments.- Rule Learning with Negation: Issues Regarding Effectiveness.- Integrating Web Videos for Faceted Search Based on Duplicates, Contexts and Rules.- An Efficient Data Indexing Approach on Hadoop Using Java Persistence API.- Knowledge Representation.- Knowledge Engineering for Non-engineers.- Attribute Exploration Algorithms on Ontology Construction.- Intelligent Business Transaction Agents for Cross-Organizational Workflow Definition and Execution.- Knowledge Granularity and Representation of Knowledge: Towards Knowledge Grid.- Natural Language Processing.- Combining the Missing Link: An Incremental Topic Model of Document Content and Hyperlink.- A General Approach to Extracting Full Names and Abbreviations for Chinese Entities from the Web.- An English-Arabic Bi-directional Machine Translation Tool in the Agriculture Domain.- A Laplacian Eigenmaps Based Semantic Similarity Measure between Words.- Image Processing.- A Filter-Based Evolutionary Approach for Selecting Features in High-Dimensional Micro-array Data.- A Novel Distribution of Local Invariant Features for Classification of Scene and Object Categories.- Adult Image Detection Combining BoVW Based on Region of Interest and Color Moments.- Pattern Recognition.- Multimedia Speech Therapy Tools and Other Disability Solutions as Part of a Digital Ecosystem Framework.- Noise Estimation and Noise Removal Techniques for Speech Recognition in Adverse Environment.- Proximity User Identification Using Correlogram.- Erratum: An Efficient Data Indexing Approach on Hadoop Using Java Persistence API.