Active Media Technology

by An, Aijun; Petty, Sheila; Huang, Runhe

• ISBN13: 9783642154690
• ISBN10: 3642154697
• Edition: 1st
• Format: Paperback
• Copyright: 2010-09-13
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 6th International Conference on Active Media Technology, AMT 2010, held in Toronto, Canada, in August 2010. The 52 revised full papers and 2 invited talks were carefully reviewed and selected for inclusion of the book. They are grouped in topcial sections on active computer systems and intelligent interfaces; adaptive Web sysetms and information foraging agents; AMT for semantic Web and Web 2.0; data mining, ontology mining and Web reasoning; e-commerce and Web services; entertainment and social applications of active media; evaluation of active media and AMT based systems; intelligent information retrieval; machine learning and human-centered robotics; multi-agent systems; multi-modal processing, detection, recognition, and expression analysis; semantic computing for active media and AMT-based systems; smart digital media; Web-based social networks; and Web mining, wisdom Web and Web intelligence.

Table of Contents

Keynote Talks
Technology-Mediated Social Participation: Deep Science and Extreme Technology	p. 1
Active Smart u-Things and Cyber Individuals	p. 5
Active Computer Systems and Intelligent Interfaces
A Case for Content Distribution in Peer-to-Peer Networks	p. 6
Interactive Visualization System for DES	p. 18
Intelligent Implicit Interface for Wearable Items Suggestion	p. 26
Adaptive Web Systems and Information Foraging Agents
Folksonomy-Based Ontological User Interest Profile Modeling and Its Application in Personalized Search	p. 34
Visualizing Threaded Conversation Networks: Mining Message Boards and Email Lists for Actionable Insights	p. 47
AMT for Semantic Web and Web 2.0
A Spatio-temporal Framework for Related Topic Search in Micro-Blogging	p. 63
Exploiting Semantic Hierarchies for Flickr Group	p. 74
Understanding a Celebrity with His Salient Events	p. 86
User Interests: Definition, Vocabulary, and Utilization in Unifying Search and Reasoning	p. 98
Ontology Matching Method for Efficient Metadata Integration	p. 108
Data Mining, Ontology Mining and Web Reasoning
Multiagent Based Large Data Clustering Scheme for Data Mining Applications	p. 116
Fractal Based Video Shot Cut/Fade Detection and Classification	p. 128
Performance Evaluation of Constraints in Graph-Based Semi-supervised Clustering	p. 138
Analysis of Research Keys as Tempral Patterns of Technical Term Usages in Bibliographical Data	p. 150
Natural Language Query Processing for Life Science Knowledge	p. 158
E-Commerce and Web Services
A Semantic Web Services Discovery Algorithm Based on QoS Ontology	p. 166
Implementation of an Intelligent Product Recommender System in an e-Store	p. 174
Recommendation of Little Known Good Travel Destinations Using Work-of-Mouth Information on the Web	p. 183
Entertainment and Social Applications of Active Media
The Influence of Ubiquity on Screen-Based Interfaces	p. 191
Perception of Parameter Variations is Linear Fractal Images	p. 200
Music Information Retrieval with Temporal Features and Timbre	p. 212
Evaluation of Active Media and AMT Based Systems
Towards Microeconomic Resources Allocation in Overlay Networks	p. 220
Investigating Perceptions of a Location-Based Annotation System	p. 232
Apollon13: A Training System for Emergency Situations in a Piano Performance	p. 243
Intelligent Information Retrieval
Exploring Social Annotation Tags to Enhance Information Retrieval Performance	p. 255
A Hybrid Chinese Information Retrieval Model	p. 267
Term Frequency Quantization for Compressing an Inverted Index	p. 277
Chinese Question Retrieval System Using Dependency Information	p. 228
Machine Learning and Human-Centered Robotics
A Novel Automatic Lip Reading Method Based on Polynomial Fitting	p. 296
An Approach for the Design of Self-conscious Agent for Robotics	p. 306
K-Means Clustering as a Speciation Mechanism within an Individual-Based Evolving Predator-Prey Ecosystem Simulation	p. 318
Improving Reinforcement Learning Agents Using Genetic Algorithms	p. 330
Robust and Efficient Change Detection Algorithm	p. 338
Multi-Agent Systems
Building Users' Profiles from Clustering Resources in Collaborative Tagging Systems	p. 345
Some Optimizations in Maximal Clique Based Distributed Coalition Formation for Collaborative Multi-Agent Systems	p. 353
Multi-Modal Processing, Detection, Recognition, and Expression Analysis
Enhanced Intra Coding of H.264/AVC Advanced Video Coding Standard with Adaptive Number of Modes	p. 361
Extracting Protein Sub-cellular Localizations from Literature	p. 373
Semantic Computing for Active Media and AMT Based Systems
Enhancing Content-Based Image Retrieval Using Machine Learning Techniques	p. 383
Modeling User Knowledge from Queries: Introducing a Metric for Knowledge	p. 395
Computer-Assisted Interviewing with Active Questionnaires	p. 403
Smart Digital Media
Assessing End-User Programming for a Graphics Development Environment	p. 411
Visual Image Browsing and Exploration (Vibe): User Evaluation of Image Search Tasks	p. 424
Web Based Social Networks
Contextual Recommendation of Social Updates, a Tag-Based Framework	p. 436
Semantic Web Portal: A Platform for Better Browsing and Visualizing Semantic Data	p. 448
NicoScene: Video Scene Search by Keywords Based on Social Annotation	p. 461
Web Mining, Wisdom Web and Web Intelligence
Social Relation Based Search Refinement: Let Your Friends Help You!	p. 475
An Empirical Approach for Opinion Detection Using Significant Sentences	p. 486
Extracting Concerns and Reports on Crimes in Blogs	p. 498
Automatically Extracting Web Data Records	p. 510
Web User Browse Behavior Characteristic Analysis Based on a BC Tree	p. 522
Clustering Web Users Based on Browsing Behavior	p. 530
Privacy Preserving in Personalized Mobile Marketing	p. 538
Author Index	p. 547
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