Web Technologies and Applications
13th Asia-Pacific Web Conference, APWeb 2011, Beijing, Chiina, April 18-20, 2011. Proceedings
Published on 8. April 2011
XIX, 486 pages
978-3-642-20291-9 (ISBN)
Description
This book constitutes the proceedings of the 13th Asia-Pacific Conference APWeb 2011 held in conjunction with the APWeb 2011 Workshops XMLDM and USD, in Beijing, China, in April 2011. The 26 full papers presented together with 10 short papers, 3 keynote talks, and 4 demo papers were carefully reviewed and selected from 104 submissions. The submissions range over a variety of topics such as classification and clustering; spatial and temporal databases; personalization and recommendation; data analysis and application; Web mining; Web search and information retrieval; complex and social networks; and secure and semantic Web.
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Xiaoyong Du | Wenfei Fan | Jianmin Wang
Web Technologies and Applications
13th Asia-Pacific Web Conference, APWeb 2011, Beijing, Chiina, April 18-20, 2011. Proceedings
Book
03/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
Content
- Intro
- Preface
- Organization
- Table of Contents
- Keynotes
- Information Networks Mining and Analysis
- iMiner: From Passive Searching to Active Pushing
- On the Querying for Places on the Mobile Web
- Session 1: Classiffication and Clustering
- Music Review Classification Enhanced by Semantic Information
- Motivation
- Related Work
- The SEMEC Model
- Semantic Preprocessing
- Feature Selection and Classifier Building
- Diversity-Based Classifier Combination
- Experiments
- Data Set and Experimental Models
- Semantic Preprocessing
- Comparison between SEMEC and Other Models
- Conclusions
- References
- Role Discovery for Graph Clustering
- Introduction
- Related Works
- Problem Definition
- Proposed Method
- Bridges, Gateways, and Hubs
- Clustering Algorithm
- Experimental Results
- USF Word Association
- DBLP
- Conclusions
- References
- Aggregate Distance Based Clustering Using Fibonacci Series-FIBCLUS
- Introduction
- Problem Statement
- Related Work
- The Fibonacci Series and Golden Ratio
- The Proposed FIBCLUS Method
- Empirical Analysis
- Conclusion
- References
- Exploiting Explicit Semantics-Based Grouping for Author Interest Finding
- Introduction
- Author Interest Topic Modeling
- Author-Topic Model (AT)
- Topic Modeling
- Inverse-Author-Topic Model (IAT)
- Conditionally-Independent-Author-Topic Model (CIAT)
- Group-Author-Topic Modeling (GAT)
- Experiments
- Corpus
- Parameter Settings
- Performance Measures
- Baseline Methods
- Results and Discussions
- Conclusions
- References
- Session 2: Spatial and Temporal Databases
- Top-K Probabilistic Closest Pairs Query in Uncertain Spatial Databases
- Introduction
- Related Work
- Closed Pair Queries in Spatial Databases
- Query Processing on Uncertain Data
- Problem Definition
- Uncertainty Model
- Query Definition
- TopK-PCP Query Processing
- Useful Metrics and Lemmas
- TopK-PCP Query Algorithm
- Experimental Evaluation
- Conclusion
- References
- CkNN Query Processing over Moving Objects with Uncertain Speeds in Road Networks
- Introduction
- Data Structures and Network Distance Calculation
- CUkNN Algorithm
- Pruning Phase
- Refining Phase
- Probability Evaluation Phase
- Performance Evaluation
- Conclusion
- References
- Discrete Trajectory Prediction on Mobile Data
- Introduction
- Related Work
- Problem Statement
- Data Model
- Problem Characterization
- Proposed Method
- General Prediction Framework
- Individual Trajectory Based Predictor
- Ultra-pattern Tree Building.
- Prediction Strategy.
- Crowd Trajectory Based Predictor
- Modeling of Dynamic Bayesian Network.
- Prediction Algorithm.
- Experimental Evaluation
- Dataset
- Features of Predictors
- Conclusions and Future Works
- References
- Cleaning Uncertain Streams for Query Improvement
- Introduction
- Related Work
- Architecture
- Module Description
- Cleaning Rules in Video Surveillance Application
- Foundational Theorems for Query Cleaning
- Conclusion
- References
- Session 3: Personalization and Recommendation
- Personalized Web Search with User Geographic and Temporal Preferences
- Introduction
- Related Work
- System Overview
- Problem Definition
- The Process of Our Approach
- Query Decomposition
- Capture Preferences Using Profiles
- Search Results Analyzer
- Query Profile
- User Click-through Analyzer
- User Preference Profile
- Re-ranking According to User Geographic and Temporal References
- Experiments
- Experimental Setup
- Experimental Data Preprocess
- Experimental Parameters Setting and Evaluation
- Conclusions
- References
- Web User Profiling on Proxy Logs and Its Evaluation in Personalization
- Introduction
- LDA Formulation
- Cross-Hierarchical Directory Matching
- LDA-Based Topic Modeling
- Symbolizing URLs from Proxy Log
- Description of Proxy Log
- Basic Idea of Labeling Words to User Session
- Cross-Hierarchical Directory Matching
- Experiments and Results
- Data Sets and Evaluation Settings
- Evaluation Metrics
- Evaluation Results
- Conclusion
- References
- Exploring Folksonomy and Cooking Procedures to Boost Cooking Recipe Recommendation
- Introduction
- Related Work
- Cooking Recipe Data Modeling
- Cooking Oriented Features
- User Perceptual Features
- Recommendation Framework
- Content-Based Relevance
- Measuring User (Interests) Similarity
- Folksonomy Boosted Recommendation
- Experiment
- Experiment Setup
- Experiment Results
- Conclusions
- References
- Effective Hybrid Recommendation Combining Users-Searches Correlations Using Tensors
- Introduction
- Related Work
- Model Construction, Decomposition and Clustering
- Model Construction
- Decomposition
- Clustering
- Discovering Association within Clusters
- Experimental Design
- Evaluation Criteria
- Results
- Discussion
- Conclusion
- References
- Session 4: Data Analysis and Application
- Maintaining Internal Consistency of Report for Real-Time OLAP with Layer-Based View
- Introduction
- Maintaining Report's Internal Consistency with Layer-Based View Approach
- Term and Definition
- Lock Mechanism
- Layer and View Mechanism
- The Algorithm for Layer-Based View Approach
- An Example of Layer-Based View Approach
- Empirical Study
- Related Work
- Discussion and Conclusion
- References
- Efficient Approximate Top-k Query Algorithm Using Cube Index
- Introduction
- Computation Model and TA? Algorithm
- Cube Index
- Description of Cube Index
- Complexity Analysis of µ-Cube Indexing Method
- The Cube Index Algorithm
- Description of Cube Index Algorithm
- µ-Approximation of Cube Index Algorithm
- Cost Analysis of Cube Index Algorithm
- Experiments
- Turning µ-Approximation into \theta Approximation
- Evaluation Metrics
- Description of Datasets
- Experimental Results
- Conclusions and Future Work
- References
- DVD: A Model for Event Diversified Versions Discovery
- Introduction
- Related Work
- Problem Formulation
- Diversified Versions Discovery
- System Framework for DVD
- Hybrid Link Words Graph Construction
- Word Communities Discovery and Versions Classification
- Experiments
- Evaluation
- Parameter Tuning
- Performace and Discussion
- Conclusion
- References
- Categorical Data Skyline Using Classification Tree
- Introduction
- Formal Representation of Distance for Categorical Data
- Semantic Distance Function
- Improved Distance Function
- Our Skyline Query Algorithm
- Experimental Evaluation
- Conclusions
- References
- Session 5: Web Mining
- Quality Evaluation of Wikipedia Articles through Edit History and Editor Groups
- Introduction
- Related Work
- Computing the Trustworthiness of Text
- Assessing the Quality of Articles
- Evaluating Method Using Lifecycle
- Indicators of Network Structure for Quality Evaluation
- Network Model
- Attributes on Nodes and Edges
- Network Structural Indicators
- Quality Evaluation Using Machine Learning Technology
- Support Vector Machine
- Sample Articles Using Original Wikipedia Evaluation
- Features of SVM
- Experimental Results
- Conclusion
- References
- Towards Improving Wikipedia as an Image-Rich Encyclopaedia through Analyzing Appropriateness of Images for an Article
- Introduction
- System for Analyzing Wikipedia Image Appropriateness
- Methods for Analyzing, Mining and Searching Knowledge about Relations
- Generalized Max-Flow Model for Measuring Relations
- Generalized Flow Based Method for Mining Elucidatory Objects
- Searching Images Explaining Relations on the Web
- RCT Model for Analyzing Wikipedia Image Appropriateness
- Relatedness
- Consistency
- Typicality
- Appropriateness
- Experiments
- Dataset
- Evaluation of Consistency
- Evaluation of Appropriateness
- Case Study: Images for Article ``USA''
- Related Work
- Conclusion
- References
- SDDB: A Self-Dependent and Data-Based Method for Constructing Bilingual Dictionary from the Web
- Introduction
- Procedure of SDDB
- Pruning of I-Tree
- Problem Definition
- Problem Solution
- Experimental Results
- Comparison with Youdao
- Evaluation with Wikipedia
- Evaluation with Brand Name
- Scalability of SDDB
- Related Work
- Conclusion
- References
- Measuring Similarity of Chinese Web Databases Based on Category Hierarchy
- Introduction
- Related Work
- Category Hierarchy Based Similarity Model
- Similarity Model between WDBs
- Estimating Category Relatedness Based on Category Hierarchy
- Category Hierarchy Construction
- Suffix Relationship
- Category Hierarchy Construction
- Experiments
- Experiment Setup
- Experimental Results
- Conclusion
- References
- Session 6: Web Search and Information Retrieval
- Effective Term Weighting in ALT Text Prediction for Web Image Retrieval
- Introduction
- Term Weighting Model
- Evaluation
- Data Collection and Preprocessing
- Baseline Approaches
- Evaluation Procedure
- Analysis
- Related Work
- Conclusions and Future Work
- References
- Layout Object Model for Extracting the Schema of Web Query Interfaces
- Introduction
- Related Works
- Model Definition
- The Schema Model of Web Interface
- The Layout Object Model and LOM Tree
- The Construction of the LOM Tree
- The Design Rules for the LOM Tree
- The Algorithm for the Construction
- Transformation of the LOM Tree into the Schema Tree
- Experiments
- Dataset
- Evaluations
- Conclusion
- References
- Tagging Image with Informative and Correlative Tags
- Introduction
- Problem Formulation
- Tag Informative Capability
- Tag-to-Set Correlation
- Experiments
- Conclusion
- References
- Let Other Users Help You Find Answers: A Collaborative Question-Answering Method with Continuous Markov Chain Model
- Introduction
- Model
- Moving from Discreteness to Continuity
- Continuous Markov Chain Model
- Collaborative Rank
- Experiments
- Conclusion and Future Work
- References
- Hybrid Index Structures for Temporal-Textual Web Search
- Introduction
- Index Structures for Temporal-Textual Web Search
- Experiments
- Settings and Dataset
- Comparison of Three Hybrid Index Structures
- Conclusions
- References
- Session 7: Complex and Social Networks
- Complex Event Processing over Unreliable RFID Data Streams
- Introduction
- Related Work
- Preliminaries
- CLUES Cleansing Language
- Complex Event Evaluation
- Complex Event Transformation
- NFA-Based Evaluation Approaches
- Experimental Study
- Advanced Approach vs. Primitive Approach
- Advanced Approach vs. Traditional NFA Approach
- Conclusion
- References
- A Graph Model Based Simulation Tool for Generating RFID Streaming Data
- Introduction
- Related Studies
- RFID Middleware
- RFID Middleware Test
- Graph Model
- Graph Representation
- Parameters for Configuring Graph Model
- Implementation and Experiments
- Design and Implementation
- Experiments
- Conclusion
- References
- Assisting the Design of XML Schema: Diagnosing Nondeterministic Content Models
- Introduction
- Preliminaries
- Determining and Diagnosing Nondeterministic Expressions
- Algorithms
- Reporting Errors
- Examples
- Experiments
- Conclusion
- References
- Improving Matching Process in Social Network Using Implicit and Explicit User Information
- Introduction and Related Work
- The Proposed Method
- Experiments and Discussion
- Conclusion and Future Work
- References
- Dynamic Network Motifs: Evolutionary Patterns of Substructures in Complex Networks
- Introduction
- Conventional Method: Network Motifs
- Proposed Method: Dynamic Network Motifs
- Experiments
- Datasets
- NM and DNM Analyses
- Conclusion
- References
- Social Network Analysis on KAD and Its Application
- Introduction
- Methodology
- Experimental Results
- Application
- Conclusion
- References
- Session 8: Secure and Semantic Web
- Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples
- Introduction
- pRDFS Syntax
- pRDFS Semantics
- pRDFS Consistency
- pRDFS Query Evaluation
- Experimental Study
- Consistency
- Query Evaluation
- Related Work
- Conclusion
- References
- A Tableau Algorithm for Paraconsistent and Nonmonotonic Reasoning in Description Logic-Based System
- Introduction
- Description Logic ALC and Paradoxical Semantics
- Minimally Paradoxical Semantics for ALC
- Minimal Signed Tableau Algorithm
- Conclusion and Future Work
- References
- Key Concepts Identification and Weighting in Search Engine Queries
- Introduction
- Related Work
- Model
- Anchor Analysis
- Other Features
- Feature Selection Method
- Experiments
- Experiments Preparation
- Concept Weighting Results
- Feature Analysis
- Key Concepts Identification Results
- Conclusions and Future Work
- References
- SecGuard: Secure and Practical Integrity Protection Model for Operating Systems
- Introduction
- Threat Scenarios and Assumptions
- Design of SecGuard
- Evaluation
- Conclusion
- References
- A Traceable Certificateless Threshold Proxy Signature Scheme from Bilinear Pairings
- Introduction
- Construction of Our Scheme
- Analysis of the Scheme
- Correctness
- Security Analysis
- Conclusion
- References
- Special Session 1: Demo Papers
- A Mashup Tool for Cross-Domain Web Applications Using HTML5 Technologies
- Introduction
- System Architecture
- Configuration
- Wrapper
- Mashup Engine
- Conclusion
- Change Tracer: A Protégé Plug-In for Ontology Recovery and Visualization
- Demonstration
- References
- Augmenting Traditional ER Method to Support Spatiotemporal Database Applications
- Introduction
- Features of STXER
- Demonstration
- References
- STOC: Extending Oracle to Support Spatiotemporal Data Management
- Introduction
- Implementation of STOC
- Architecture of STOC
- The Type System of STOC
- The Data Operations in STOC
- Demonstration
- References
- Special Session 2: The Second International Workshop on Unstructured Data Management
- Preface to the 2nd International Workshop on Unstructured Data Management (USDM 2011)
- References
- ITEM: Extract and Integrate Entities from Tabular Data to RDF Knowledge Base
- Introduction
- Problem Definition
- Schemas of Table and RDF Knowledge Base
- Mappings between Table and RDF KB
- Construct Mappings between Tables and RDF
- System Architecture
- Compute Similarity of Attributes and Objects
- Filter Out the Entities can't Be the Match
- Find the Optimal Mapping of a Tuple and an Entity
- Find the Optimal Schema Mapping of a Table and KB
- Experimental Results
- Experiment Setup
- Experiment Results Analysis
- Related Works
- Conclusion and Future Work
- References
- Batch Text Similarity Search with MapReduce
- Motivation
- Related Work
- Preliminaries
- Word Frequency Dictionary
- Similarity Metrics
- Filters
- PLT Inverted File
- Algorithms
- Stage 1: Generate a Database Prefix Index
- Stage 2: Query Text Search
- Experiments
- Experimental Setting
- Experimental Dataset
- Comparative Experiments
- Conclusions
- References
- An Empirical Study of Massively Parallel Bayesian Networks Learning for Sentiment Extraction from Unstructured Text
- Introduction
- Related Work
- Sentiment Analysis
- MapReduce Used in Machine Learning
- Bayesian Networks
- Distributed BN Learning Algorithm with MapReduce
- Map Phase
- Reduce Phase
- Controller Design
- Empirical Results
- Unstructured Web Data
- Results Analysis of Parallel BN Learning Algorithm
- Results Analysis of Sentiment Classification
- Conclusion
- References
- Special Session 3: The Second International Workshop on XML Data Management
- Preface of the 2nd International Workshop on XML Data Management
- XPath Rewriting Using Views: The More the Merrier
- OSD-DB: A Military Logistics Mobile Database
- Introduction
- Related Work
- Use Cases
- XML Layer
- XML Schema
- XSL Style Sheet
- Implementation
- Conclusion
- References
- Querying and Reasoning with RDF(S)/OWL in XQuery
- Introduction
- Ontology Representation
- A Semantic Web Library in XQuery
- Encoding of Ontologies by Means of XQuery
- Querying an Ontology by Means of XQuery
- Conclusions and Future Work
- References
- A Survey on XML Keyword Search
- Introduction
- Efficiency and Effectiveness of XML Keyword Search
- XKeyword
- XSEarch
- SLCA
- CVLCA
- MaxMatch
- RTF
- Ranking Semantics and Result Type of XML Keyword Search
- XRANK
- XSEEK
- XReal
- XBridge
- Snippet and Result Types of XML Keyword Search
- Snippet
- Result Differentiation(XRed)
- Experiments
- Effectiveness
- Efficiency
- Conclusion
- References
- Schema Mapping with Quality Assurance for Data Integration*
- Introduction
- Motivating Example
- Model and Criterion
- Data Exchange with Schema-Mapping
- Entity Extraction
- Data Exchange
- Entity Recognition
- Mechanism of Automatically Positioning with Quality Problem
- An Example of Weak Branch Converged
- The Strategy of Weak Branch Converged
- An Implement of Weak Branch Converged
- Experimental Results
- Precision and Recall
- Convergence Ratio
- Conclusion
- References
- Author Index
