Active Media Technology
7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings
Published on 19. August 2011
XIV, 356 pages
978-3-642-23620-4 (ISBN)
Description
This book constitutes the refereed proceedings of the 7th International Conference on Active Media Technology, AMT 2011, held in Lanzhou, China, in September 2011.
The 30 revised full papers and 6 keynote talks were carefully reviewed and selected for inclusion in the book. They are grouped in topcial sections on data mining and pattern analysis in active media; active human-Web interaction and social media; active Web intelligence applications; active multi-agent and network systems; as well as technology intelligence.
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Ning Zhong | Vic Callaghan | Ali A. Ghorbani
Active Media Technology
7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings
Book
08/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Title
- Preface
- Organization
- Table of Contents
- Keynote Talks
- People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues
- Towards Conversational Artifacts
- Prologue
- Power of Conversation
- Conversational Artifacts
- Immersive WOZ Environment with ICIE
- Learning by Mimicking
- Application to Multi-cultural Knowledge Creation
- References
- The Global-First Topological Definition of Perceptual Objects, and Its Neural Correlation in Anterior Temporal Lobe
- Combinatorial Fusion Analysis in Brain Informatics: Gender Variation in Facial Attractiveness Judgment
- Introduction
- Brain System
- Informatics
- Brain Informatics
- Information Fusion
- Combinatorial Fusion Analysis
- Multiple Scoring Systems (MSS)
- Rank-Score Characteristic (RSC) Function and Cognitive Diversity
- Examples of CFA Domain Applications
- Facial Attractiveness Judgment
- Neural Decision Making
- Gender Variation in Facial Attractiveness Judgment
- Experimental Results
- Discussion
- Conclusion and Remarks
- Summary
- Further Work
- References
- Study of System Intuition by Noetic Science Founded by QIAN Xuesen
- Study of Problem Solving Following Herbert Simon
- Data Mining and Pattern Analysis in Active Media
- A Heuristic Classifier Ensemble for Huge Datasets
- Introduction
- Artificial Neural Network
- Decision Tree Learning
- Proposed Algorithm
- Experimental Results
- Conclusion
- References
- Ontology Extraction and Integration from Semi-structured Data
- Introduction
- Domain Concept Extraction
- Domain Concept Extraction from Conference Data Sources
- Domain Concept Extraction from Workshop Data Sources
- Domain Ontology Constructions and Optimization
- Hierarchy Representation
- Ontology Pruning and Union
- Conclusion and Future Work
- References
- Effectiveness of Video Ontology in Query by Example Approach
- Introduction
- Related Works
- Shot Filtering Using Video Ontology
- Experimental Results
- Conclusion and Future Works
- References
- A Survey of Energy Conservation, Routing and Coverage in Wireless Sensor Networks
- Introduction
- Source Limitations in Wireless Sensor Network
- Energy Conservation
- Coverage
- Connectivity
- Assumptions and Restrictions in Previous Researches
- Designing Metrics
- Conclusion
- References
- A Multi-type Indexing CBVR System Constructed with MPEG-7 Visual Features
- Introduction
- System Overview
- System Architecture
- Video Preprocessing
- Index Construction
- Querying
- Experiments
- Data Sets
- Experimental Measurement
- Experimental Results
- Conclusions and Future Work
- References
- A Novel Data Collection Scheme Based on Active Degree for OMSN
- Introduction
- Collection Scheme and Forwarding Strategy Based on AD
- Pivotal thought of AD Algorithm
- The Calculation of Nodes Active Degree
- Detailed Process of AD Algorithm
- The Simulation and the Analysis of Performances
- Simulation Environment and Mobility Models
- Analysis of Performances
- Conclusions
- References
- Research of Robust Facial Expression Recognition under Facial Occlusion Condition
- Introduction
- The Principle of RPCA Algorithm
- The Principle of Robust Facial Expression Recognition Algorithm
- Feature Extraction
- Feature Classification
- Simulations and Experiments
- Conclusion
- References
- Active Human-Web Interaction and Social Media
- Visualizing Secure Hash Algorithm (SHA-1) on the Web
- Introduction
- Overview of Secure Hash Function
- Related Works
- SHA-1 Visualization Applet (SHA-1VA)
- Evaluation of SHA-1VA
- Conclusions and Future Work
- References
- Emotion and Rationality in Web Information: An Eye-Tracking Study
- Introduction
- Methods
- Participants
- Apparatus
- Tasks and Materials
- Procedure
- Results
- Discussion and Limitation
- Conclusion and Future Work
- References
- Constructing the Internet Behavior Ontology: Projection from Psychological Phenomena with Qualitative and Quantitative Methods
- Introduction
- How to Describe the Individuals in Cyberspace
- The Psychological Phenomenon Index
- Methods
- Procedure
- Results
- The Internet Behavior Ontology
- Methods and Procedure
- Conclusions and Further Work
- References
- Why Do People Share News in Social Media?
- Introduction
- Literature Review
- Uses and Gratifications
- Social Media and News Sharing
- Methodology
- Sample
- Operationalization of Measures
- Data Analyses and Results
- Validity and Reliability Testing
- Statistical Analyses and Results
- Discussion
- Conclusion
- References
- Active Web Intelligence Applications
- Hot Topic Detection in Professional Blogs
- Introduction
- Related Work
- Problem Statement and Analysis
- What Is a Blog Topic?
- Characteristics of Professional Blog Topic
- Analysis of Professional Blog Topic Hotness
- What Is a Candidate Topic?
- Proposed Method
- Hot Topic Detection Strategy
- Candidate Topic Extraction
- Topic Hotness Evaluation
- Hot Topic Detection Algorithm
- Experiments and Results Analysis
- Conclusions and Future Work
- References
- A Weighted Multi-factor Algorithm for Microblog Search
- Introduction
- Factors Related to Social Influence in Twitter
- Ranking Strategies for Microblog Search
- Evaluation of Ranking Measures
- Data Set and Evaluation Standard
- Weighted Coefficients Selection
- Evaluation Results and Discussion
- Conclusion and Future Work
- References
- A Combination Ranking Model for Research Paper Social Bookmarking Systems
- Introduction
- Related Work
- Modified Framework for Social Research Paper Bookmarking
- Research Paper Bookmarking
- Research Paper Searching
- Ranking Method
- Year of Publication (Y)
- Combining Similarity Ranking with Year of Publication
- Experimental Setting
- Data Set
- Research Paper Search Engine Setting
- Evaluation Metric
- Result and Discussion
- Results
- Discussion
- Conclusion and Future Work
- References
- An Upgrading Feature-Based Opinion Mining Model on Vietnamese Product Reviews
- Introduction
- Related Work
- Feature Words and Opinion Words Extraction
- Grouping Feature Words
- Extending SentiWordNet
- Feature-Based Opinion Mining System on Vietnamese Product Reviews
- Our Approach
- Phase 1: Pre-processing
- Phase 2: Feature Words and Opinion Words Extraction
- Phase 3: Determining the Opinion Orientation
- Phase 4: Summarization
- Experiments
- Feature Extraction Evaluation
- Whole System Evaluation
- Conclusion
- References
- Predicting Mental Health Status Based on Web Usage Behavior
- Introduction
- Methods
- Measurement
- The Statistical Method
- Results
- Data Pre-processing
- Logistic Regression Analysis
- Discussion
- Conclusions
- References
- User Interests Modeling Based on Multi-source Personal Information Fusion and Semantic Reasoning
- Introduction
- The Framework of Multi-source Personal Information Fusion for User Interests Modeling
- The Workflow of Multi-source User Interests Modeling
- Multi-source Information Extraction for User Interests Modeling
- Dynamic and Static User Interests
- User Interests Fusion Strategies
- Decision Level Fusion for User Interests Modeling
- A Weighted Fusion Approach for Multi-source User Interests Modeling
- Experimental Results and Analysis
- Semantic Reasoning to Infer Implicit Interests
- Representation of User Interests in RDF
- Finding Implicit Interests by Reasoning on Interests Hierarchy
- Conclusion and Future Work
- References
- Tags Weighting Based on User Profile
- Introduction
- The Collaborative Tagging
- Research Based on Tags and User Profile
- A Weighting Tag Approach Based on User Profile
- The Model of the User Profile
- Weighting Tags Based on User Profile
- Experimentations
- Evaluation Process
- Results and Discussion
- Conclusion
- References
- A Context-Aware Recommender System for M-Commerce Applications
- Introduction
- Problem Overview and Methodology
- Agent Technology and Mobile Agent
- Web Service and Semantic Web
- Context-Aware Computing and Ontology
- Service Discover and Selection Mechanism
- System Architecture and Context-Aware Recommender
- Overview of the System Architecture
- Context-Aware Recommender Algorithm
- Prototype Implementation
- Conclusion and Future Research
- References
- Towards Coequal Authorization for Dynamic Collaboration
- Introduction
- Related Work
- Preliminaries and an Illustrative Example
- The Coequal Authorization Framework
- Policy Conversion
- Refinement of Policies
- Generating the Collaboration Policy
- Experiments and Analysis
- Conclusions
- References
- Active Multi-Agent and Network Systems
- Programming Large-Scale Multi-Agent Systems Based on Organization Metaphor
- Introduction
- Programming Large-Scale MAS
- Properties of Large-Scale MAS and Programming Requirements
- Case Study of Conference Management System
- Programming Large-Scale MAS Based on Organization Metaphor
- Organization Metaphor as Programming Facilities
- Programming Mechanisms for Managing Complexity of Large-Scale MAS
- Implementation Considerations of Programming Model
- Case Study
- Related Works
- Conclusions and Further Work
- References
- A Framework for Context-Aware Digital Signage
- Introduction
- Basic Approach
- Design and Implementation
- Location Information Server
- Agent Host
- Mobile Agent-Based Active Media
- Current Status
- Applications
- Location-Aware Active Media
- Appliance Control through Active Media
- Related Work
- Conclusion
- References
- EMTAN: A Web-Based Multi-Agent System Architecture for Input Automation
- Introduction
- Background
- Implementation
- The Extracting Agent (Fig. 3)
- The Mapping Agent (Figs. 4, 5 and 6)
- The Translating Agent (Figs. 7, 8 and 9)
- The Autofilling Agent (Figs. 10 and 11)
- The Notifying Agent (Fig. 12)
- Evaluation
- Conclusion
- References
- Estimating the Density of Brown Plant Hoppers from a Light-Traps Network Based on Unit Disk Graph
- Introduction
- Related Works
- Modeling the Density Estimation Based on Unit Disk Graph
- Modeling the Light-Traps Network
- Evaluating the Mutual Relations of BPHs Density between Two Light-Traps
- BPHs Density Estimation
- Density Estimation Considering the BPHs Density of Centered Light-Trap
- Simulating the Density Estimation
- Experiments
- Preparing the BPHs Data
- Observation of the Migration Process in a Local Zone
- BPHs Density Estimation from One Centered Light-Trap
- Density Estimation of BPHs at Provincial Scale
- Conclusion
- References
- Modelling the Behaviour of Crowds in Panicked Conditions
- Introduction
- Implementation
- Results
- Conclusion and Future Work
- References
- How to Play Well in Non-zero Sum Games: Some Lessons from Generalized Traveler's Dilemma
- Introduction
- The Traveler's Dilemma
- The Iterated TD Tournament
- Results and Analysis for Default Iterated TD
- Generalized Iterated TD
- Experimental Study of Generalized ITD
- Conclusions and Future Work
- References
- Key Distribution Protocol for Secure Multicast with Reduced Communication Delay
- Introduction
- Literature Survey
- Proposed Key Distribution Protocol
- GC Initialization
- Member Initial Join
- Rekeying
- Tree Based Approach
- Performance Analysis
- Concluding Remarks
- References
- Special Session on Technology Intelligence
- Smart Searching System for Virtual Science Brain
- Introduction
- Previous Research
- Smart Searching System for Virtual Science Brain
- Virtual Science Brain
- Smart Searching
- Conclusion
- References
- Using Semantic Web Technologies for Technology Intelligence Services
- Introduction
- Related Works
- Framework for TI Services
- Ontology Modeling
- Semantic Repository
- Inference
- Verification
- TI Services
- Agent-Technology Map
- Technology Trends
- Agent Network
- Summary Reports
- Discussion
- Conclusion
- References
- Procedural Knowledge Extraction on MEDLINE Abstracts
- Introduction
- Related Work
- Methodology for Procedural Knowledge Extraction
- Modeling
- Extraction Procedures
- Target Documents
- Training Corpus
- Experiments
- Preprocessing
- Purpose/Solution Sentence Classification
- Unit Process Identification
- Results
- Results on Purpose/Solution Sentence Classification
- Results on Unit Process Identification
- Conclusion
- References
- Author Index
