Web-Age Information Management
WAIM 2011 International Workshops: WGIM 2011, XMLDM 2011, SNA 2011, Wuhan, China, September 14-16, 2011, Revised Selected Papers
Published on 7. March 2012
XIV, 223 pages
978-3-642-28635-3 (ISBN)
Description
This book constitutes the thoroughly refereed post-conference proceedings of three workshops of the 12th International Conference on Web-Age Information Management, WAIM 2011, held in Wuhan, China, in September 2011. The 20 revised full papers are organized in topical sections on the three following workshops: the First International Workshop on Web-based Geographic Information Management (WGIM 2011), the Third International Workshop on XML Data Management (XMLDM 2011), and the First International Workshop on Social Network Analysis (SNA 2011).
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Liwei Wang | Jingjue Jiang | Jiaheng Lu
Web-Age Information Management
WAIM 2011 International Workshops: WGIM 2011, XMLDM 2011, SNA 2011, Wuhan, China, September 14-16, 2011, Revised Selected Papers
Book
03/2012
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- 7142
- WAIM 2011 Workshop Chairs' Message
- The First International Workshop on Web-Based Geographic Information Management (WGIM 2011) Chairs' Message
- The Third International Workshop on XML Data Management (XMLDM 2011) Chairs' Message
- The First International Workshop on Social Network Analysis (SNA 2011) Chairs' Message
- The First International Workshop on Web-Based Geographic Information Management (WGIM 2011)
- The Third International Workshop on XML Data Management (XMLDM 2011)
- The First International Workshop on Social Network Analysis (SNA 2011)
- Table of Contents
- The First International Workshop on Web-Based Geographic Information Management (WGIM 2011)
- Enhancing the Quality of Place Resources in Geo-folksonomies
- Introduction
- Related Work
- Problem Definition
- Identifying Redundant Place Resources
- Spatial Clustering
- Textual Clustering
- Clustering Place Resources
- Experiment and Evaluation
- Experiment
- Measuring the Uncertainty
- Evaluation Results
- Discussion and Future Work
- References
- Generating Semantic-Based Trajectories for Indoor Moving Objects
- Introduction
- Related Work
- Overview of IndoorSTG
- Design Considerations of IndoorSTG
- Architecture of IndoorSTG
- Introducing Semantics in IndoorSTG
- Correlation between Objects and Locations
- Implementation and a Case Study
- Implementation of IndoorSTG
- A Case Study
- Conclusions
- References
- HTPR*-Tree: An Efficient Index for Moving Objects to Support Predictive Query and Partial History Query
- Introduction
- Related Works
- The HTPR*-Tree
- Index Structure
- Insertion and Deletion
- Search Procedure
- Bottom-Up Update
- Performance Study
- Experimental Setting and Details
- Performance Analysis
- Conclusion
- References
- Developing Rich Web GIS Applications for Visual Analytics
- Introduction
- Development Considerations
- Visualization Components
- Component Behavior
- Component Layout
- Reporting
- Data Preparation
- Attribute Data Preparation
- Geographic Data Preparation
- Server Side Functions
- Final Comments and Looking Ahead
- References
- Single-Source Multi-Target A* Algorithm for POI Queries on Road Network
- Introduction
- Related Work
- Single-Source Multi-Target A* Algorithm
- Preliminaries
- Basic Algorithm
- Incremental Query
- Application to ANN Queries
- Performance Evaluation
- Conclusion
- References
- Combining Top-k Query in Road Networks
- Introduction
- Related Work
- The Model
- Algorithm
- NRA (No Random Accesses) Algorithm
- Access with Topology Changed (ATC) Algorithm
- Performance Evaluation
- Experiment Settings
- Experiments on the Efficiency
- Conclusion
- References
- Extracting Focused Locations for Web Pages
- Introduction
- Related Work
- Geo-Candidates Disambiguation
- The GeoRank Algorithm for Resolving the GEO/GEO Ambiguity
- The Heuristic Algorithm for Resolving GEO/NON-GEO Ambiguity
- Determining Focused Locations
- Experiments
- Datasets
- Pre-processing
- Geo-Candidates Disambiguation
- Experiments on Determining Focused Locations
- Conclusions
- References
- Searching Similar Trajectories in Real Time: An Effectiveness and Efficiency Study
- Introduction
- Related Work
- Global Temporal Similarity
- RTSTS-Tree
- Query Algorithms
- kNN Query
- Top k Similar Pairs Query
- Experiments
- Data Sets
- Effectiveness of GTS
- Updating Time of RTSTS-Tree
- Performance of Search_kNN
- Performance of Search_Topk
- Conclusion
- References
- The Third International Workshop on XML DataManagement (XMLDM 2011)
- Multidimensional Implementation of Stream ADT
- Introduction
- Why Multidimensional Implementation?
- Multidimensional Index for XML
- Preliminary Results
- Conclusion
- References
- Measuring XML Structured-ness with Entropy
- Introduction
- Background and Related Work
- Background
- Related Work
- Structured-ness Measurement
- Path-Based Entropy
- Subtree-Based Entropy
- Performance Experiment
- Experiment Setup
- Experimental Evaluation on Synthetic Data
- Experiment Evaluation on Real Data
- Conclusion and Future Work
- References
- Similarity Join on XML Based on k-Generation Set Distance
- Introduction
- Related Work
- Preliminary
- New Edit Operations and Extended Tree Edit Distance
- Similarity Join on XML
- Similarity Join Based on k-Generation Set
- k-Generation Set and k-Generation Set Distance
- Algorithms Concerning the k-Generation Set Distance
- Characteristics of k-Generation Set Distance
- Time Complexity Analysis
- Performance Experiments
- Efficiency of Our Method
- Influence of Related Parameter
- Scalability and Flexibility
- Conclusions
- References
- XML Query Processing Using Views
- Introduction
- Equivalent Result
- Encoding Scheme
- Preliminary Research
- Future Work
- References
- XIO-SLCA: Optimize SLCA for Effective Keyword Search in XML Documents
- Introduction
- Our Contributions
- Paper Organization
- Related Work and Our Motivation
- Related Work
- Algorithms about SLCA
- Our Motivation
- XML Information Object and XIO Similarity Score Algorithm
- XIO: XML Information ObjectXIOFISA2010
- XIO Similarity Score AlgorithmXIOFISA2010
- Meaningless XIOXIOFISA2010
- XIO-SLCA Algorithm
- Root Node as SLCA Result
- Discard the Useful Result
- Return Meaningless SLCA Result
- Experiments
- Conclusion
- References
- The Development of XML Stored Procedures in XML Enabled Databases
- Introduction
- Background and Related Work
- Queries and Functionalities of XML Stored Procedures
- XML Stored Procedure Implementation
- User Interface
- XML SP Syntax to Manipulate XML Instances
- XML SP Syntax to Shred XML
- Conclusion and Future Work
- References
- The First International Workshop on Social Network Analysis (SNA 2011)
- A Slope One Collaborative Filtering Recommendation Algorithm Using Uncertain Neighbors Optimizing
- Introduction
- Background
- Question Description
- Slope One Algorithm
- Using Uncertain Neighbors Optimizing
- Choose Uncertain Neighbors
- Predict Ratings
- Data Sparsity Analysis
- Experimental Study
- Data Set
- Measurements of Prediction Quality
- Experimental Results
- Conclusion
- References
- A Social Reputation Management for Web Communities
- Introduction
- Related Work
- Reputation Model and Mechanism
- Member and Community
- Reputation Rating
- Reputation Propagation
- Preliminary Experiments
- Reputation Metrics
- Case Study
- Conclusion
- References
- A Collaborative Filtering Recommendation System by Unifying User Similarity and Item Similarity
- Introduction
- Backgroud
- User-Based Collaborative Filtering Recommendation System
- Analysis of Traditional User Similarity Measurement
- A New CF Algorithm by Unifying User Similarity and Item Similarity
- User Similarity Measurement Considering Item Category
- Items Classification
- Empirical Evaluation
- Experimental Setup
- Experiment Result and Analysis
- Conclusions
- References
- Supporting Query over Dynamic Combination of Data Sources for Social Media
- Introduction
- Modeling Data Source
- Data Source Model and Interface Description
- Virtual Data Source (VDS)
- Generate Query Plan Graph
- Query Plan Graph
- Optimal Query Path
- Dynamic and Adaptive Adjustment for Query Plan Execution
- Wrapper Manager
- Related Work
- Conclusion
- References
- Detecting Opinion Leader Dynamically in Chinese News Comments
- Introduction
- Related Work
- Problem Description
- Sentiment Analysis and Comment Network Modeling
- Sentiment Analysis
- Implicit Link Discovery
- Comment Network Modeling
- Opinion Leader Detection
- The Most Influential Comment Detection
- The Most Influential User Detection
- Experiment Results
- Opinion Leader Detection from Comments
- Opinion Leader Detection from Users
- Conclusions and Future Work
- References
- An Approach of Semi-automatic Public Sentiment Analysis for Opinion and District
- Introduction
- Related Work
- Problem Description
- Comment Content Modeling and Opinion Clustering
- Comment Content Modeling Using LDA
- Opinion Clustering Using k-Means
- Opinion Distribution Discovery Based on District
- Experiment and Analysis
- Opinion Clustering Experiment
- Opinion Distribution on District Experiment
- Conclusions and Future Work
- References
- Author Index
