Proceedings of 2003 IEEE/WIC International Conference on Web Intelligence: Hallifax, Canada 13-16 October 2003

Overview

An October 2003 conference provided an international forum for researchers and practitioners to present the latest work in Web intelligence technologies and to cross-fertilize ideas on the development of Web-based intelligent information systems among different domains. Papers from the conference report on work in areas of knowledge networks and management, ubiquitous computing and social intelligence, intelligent human-Web interaction, and Web information retrieval and management, as well as computational ...
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Overview

An October 2003 conference provided an international forum for researchers and practitioners to present the latest work in Web intelligence technologies and to cross-fertilize ideas on the development of Web-based intelligent information systems among different domains. Papers from the conference report on work in areas of knowledge networks and management, ubiquitous computing and social intelligence, intelligent human-Web interaction, and Web information retrieval and management, as well as computational models, autonomy- oriented computation, learning and self-adapting agents, and data and knowledge management agents. There is no subject index. Annotation ©2003 Book News, Inc., Portland, OR
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Product Details

  • ISBN-13: 9780769519326
  • Publisher: Wiley, John & Sons, Incorporated
  • Publication date: 1/28/2003
  • Pages: 754
  • Product dimensions: 8.44 (w) x 10.80 (h) x 1.52 (d)

Table of Contents

Welcome Message
WI'03 and IAT'03 Organizing Committee
WI'03 and IAT'03 Program Committees
WI'03 Non-Program Committee Reviewers
Value Centric Trust in Multi-Agent Systems 3
Graph Structures in Paragraph-Linked Repositories 10
Foundations of Unconstrained Collaborative Web Browsing with Awareness 18
WISE - Building Simple Intelligence into Web Services 26
Clustering Approach for Hybrid Recommender System 33
Towards Holistic Web-Based Information Retrieval: An Agent-Based Approach 39
Incremental Personalized Web Page Mining Utilizing Self-Organizing HCMAC Neural Network 47
Exploiting a Search Engine to Develop More Flexible Web Agents 54
A Knowledge Extraction Process Specification for Today's Non-Semantic Web 61
Online Recommendation Based on Customer Shopping Model in E-Commerce 68
Efficient Matchmaking and Directory Services 75
Semantic Web Complex Ontology Mapping 82
Exploiting Webspace Organization for Accelerating Web Prefetching 89
Ontology-Based Web Mining Model: Representations of User Profiles 96
Web-Based Collection Selection Using Singular Value Decomposition 104
An Online Multi-Agent E-Sales Recruitment System 111
CARP Compliant Proxy Enforcer Frame Work 118
Mining Answers in German Web Pages 125
A QoS Network Routing Algorithm Using Multiple Pheromone Tables 132
A Real-Time Evolutionary Algorithm for Web Prediction 139
Improving Web Usability by Categorizing Information 146
Configuring Web Services, Using Structuring and Techniques from Agent Configuration 153
Local Policies for the Control of Virtual Communities 161
Improvements of Naive Bayes Collaborative Filtering Using Interval Estimation 168
Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction 175
Bundling and Pricing for Information Brokerage: Customer Satisfaction as a Means to Profit Optimization 182
Mining Social Network of Conference Participants from the Web 190
A Negotiation Strategy for Electronic Trade Using Intelligent Agents 194
Generic Text Summarization Using Local and Global Properties of Sentences 201
WebKIV: Visualizing Structure and Navigation for Web Mining Applications 207
On the Temporal Analysis for Improved Hybrid Recommendations 214
Topic and Meta-Descriptor Extraction for Text Description 221
Two-Phase Web Site Classification Based on Hidden Markov Tree Models 227
Music Information Retrieval by Detecting Mood via Computational Media Aesthetics 235
Web Image Retrieval Re-Ranking with Relevance Model 242
Detecting Near-Replicas on the Web by Content and Hyperlink Analysis 249
Context Sensitive Text Mining and Belief Revision for Adaptive Information Retrieval 256
MobiShare: Sharing Context-Dependent Data and Services from Mobile Sources 263
Mining Web Site's Clusters from Link Topology and Site Hierarchy 271
An Architecture to Support Navigation and Propose Tips within a Dedicated Website 278
Enhancing a Web-Based Distance-Learning Curriculum with Dedicated Tools 285
Semantic Reliability in Distributed Systems: Ontology Issues and System Engineering 292
Querying Spatiotemporal XML Using DataFoX 301
Topic Continuity for Web Document Categorization and Ranking 310
Social Cognitive Factors of Unfair Ratings in Reputation Reporting Systems 316
Service-Oriented Autonomous Decentralized Community Communication Technique for a Complex Adaptive Information System 323
Implementing Explanation Ontology for Agent System 330
Detecting Hostile Accesses through Incremental Subspace Clustering 337
Querying and Clustering Web Pages about Persons and Organizations 344
Determining Remote System Contention States in Query Processing over the Internet 351
Functionality Adaption: A Context-Aware Service Code Adaptation for Pervasive Computing Environments 358
PageRank and Web Communities 365
Bayesian Network-Based Trust Model 372
Trust Based Knowledge Outsourcing for Semantic Web Agents 379
Information-Need Driven Query Refinement 388
Towards Modernized and Web-Specific Stoplists for Web Document Analysis 396
Matrix Dimensionality Reduction for Mining Web Logs 405
Web Intelligence in Information Retrieval 409
A Novel Web Security Evaluation Model for a One-Time-Password System 413
A Hybrid Method for Web Data Extraction 417
A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying 421
Evaluation of Criteria for Information Retrieval 425
Personalizing a Web Site for Cellular Phones 432
An Intelligent Agent-Mediated Web Trading Environment 436
A Comparative Framework for EB Systems Development Methodologies 442
The Formalization of Argumentation and Its Application in Network Computing 446
Temporal Web Usage Mining 450
Intelligent Mapping of Hyperspace 454
A System for Chinese Question Answering 458
Community-Based Model and Access Control for Information Grid 462
Building an Ontology Based on Hub Words for Information Retrieval 466
Attribute Reduction of Rough Sets in Mining Market Value Functions 470
Using Psychological Word Database in Web Search 474
Design and Implementation of a Web-Based Computational Grid Portal 478
Web-Agents Inspired by Ethology: A Population of "Ant"-Like Agents to Help Finding User-Oriented Information 482
Web Prefetching Using Display-Based Prediction 486
A Simulation-Based Approach for Testing Market Strategies in Electronic Marketplaces 490
Learning Information Extraction Patterns from Tabular Web Pages without Manual Labeling 495
LRU Based Small Latency First Replacement (SLFR) Algorithm for the Proxy Cache 499
User Attributes in Web-Based Electronic Service Adoption Model (E-SAM) 503
Constraining Model-Based Reasoning Using Contexts 507
Using the KDD Process to Support Web Site Reconfigurations 511
A Comparative Study of Zernike Moments 516
A New Facial Feature Extraction Method Based on Linear Combination Model 520
A Recommendation Algorithm Using Multi-Level Association Rules 524
IISM: An Image Internal Semantic Model for Image Database Based on Relevance Feedback 528
Performance Management in Competitive Distributed Web Search 532
A Framework for an Advanced Reading Support in the Digital Library Age 537
Future View: Web Navigation Based on Learning User's Browsing Patterns 541
Towards Know-When Technology in the Mobile Information Space: Long-Term User Trace Log Analysis in the Mobile Internet 545
A Toolkit for Creating Personalized Presentations 550
An Automated Management Tool for Unstructured Data 554
AntWeb - The Adaptive Web Server Based on the Ants' Behavior 558
Expected Value of User Sessions: Limitations to the Non-Semantic Approach 562
Automatic Composition of Web Service Workflows Using a Semantic Agent 566
Web-Based Information Retrieval Support Systems: Building Research Tools for Scientists in the New Information Age 570
WebGuard: Web-Based Adult Content Detection and Filtering System 574
Embedded Data Indexing for Fast Stream Interception by Internet Appliances 579
A Generalized Site Ranking Model for Web IR 584
A Query Processing Algorithm for Hierarchical Markov Networks 588
Supporting the Interaction between User and Web-Based Multimedia Information 593
Incremental Document Clustering Using Cluster Similarity Histograms 597
INTIMATE: A Web-Based Movie Recommender Using Text Categorization 602
Research on Modeling with Dynamic Bayesian Networks 606
A Data-Mining Approach for Optimizing Performance of an Incremental Crawler 610
Increasing Matchmaking Semantics in Intelligent Commerce System 616
Bidirectional Hierarchical Clustering for Web Mining 620
A Text Mining Approach on Automatic Generation of Web Directories and Hierarchies 625
Web-Based Medical Decision Support System for Neurological Diseases 629
A New Method for Query Generation Applied to Learning Text Classifiers 633
Learning to Perform Moderation in Online Forums 637
Web Farming and Data Warehousing for Energy Tradefloors 642
WICE: A Web-Based Intelligent Cost Estimator for Real-Time Decision Support 646
Video Browsing and Retrieval Based on Multimodal Integration 650
Intelligent User Interfaces for Web-Based Configuration Systems 654
Towards Automatic Incorporation of Search Engines into a Large-Scale Metasearch Engine 658
Ubiquitous Service Interoperation through Polyarchical Middleware 662
Social Scheduler: A Proposal of Collaborative Personal Task Management 666
Adaptive Web Interface Design Using Fuzzy Logic 671
The Concept of Attribute Dimension and Corresponding Operations 675
Adaptive Intelligent Environment for Remote Experimentation 680
Concept Decomposition by Fuzzy k-Means Algorithm 684
WebScout: Support for Revisitation of Web Pages within a Navigation Session 689
Negotiation Paradigms Based on Knowledge Bead's Methodology 694
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