Web-Age Information Management : 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010, Proceedings

by Chen, Lei; Tang, Changjie; Yang, Jun; Gao, Yunjun

• ISBN13: 9783642142451
• ISBN10: 3642142451
• Format: Paperback
• Copyright: 2010-10-30
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the proceedings of the 11th International Conference, WAIM 2010 which was held in Jiuzhaigou, China, during July 15-17, 2010. The 58 full papers presented together with 11 short papers were carefully reviewed and selected from 205 submissions. The topics covered are web data, networked data, social networks, cloud computing, data mining, stream processing, graph processing, query processing, potpourri, XML and images, new hardware, similarity search, information extraction, knowledge discovery, information integration and extending databases.

Table of Contents

Analyzing Data Quality Using Data Auditor (Keynote Abstract)	p. 1
Rebuilding the World from Views (Keynote Abstract)	p. 2
Approximate Query Processing in Sensor Networks (Keynote Abstract)	p. 3
Web Data I
Duplicate Identification in Deep Web Data Integration	p. 5
Learning to Detect Web Spam by Genetic Programming	p. 18
Semantic Annotation of Web Objects Using Constrained Conditional Random Fields	p. 28
Time Graph Pattern Mining for Web Analysis and Information Retrieval	p. 40
Networked Data
FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn	p. 47
Continuous Summarization of Co-evolving Data in Large Water Distribution Network	p. 62
Proactive Replication and Search for Rare Objects in Unstructured Peer-to-Peer Networks	p. 74
SWORDS: Improving Sensor Networks Immunity under Worm Attacks	p. 86
Efficient Multiple Objects-Oriented Event Detection over RFID Data Streams	p. 97
Social Networks
CW2I: Community Data Indexing for Complex Query Processing	p. 103
Clustering Coefficient Queries on Massive Dynamic Social Networks	p. 115
Predicting Best Answerers for New Questions in Community Question Answering	p. 127
Semantic Grounding of Hybridization for Tag Recommendation	p. 139
Rich Ontology Extraction and Wikipedia Expansion Using Language Resources	p. 151
Cloud Computing
Fine-Grained Cloud DB Damage Examination Based on Bloom Filters	p. 157
XML Structural Similarity Search Using MapReduce	p. 169
Comparing Hadoop and Fat-Btree Based Access Method for Small File I/O Applications	p. 182
Data Mining I
Mining Contrast Inequalities in Numeric Dataset	p. 194
Users' Book-Loan Behaviors Analysis and Knowledge Dependency Mining	p. 206
An Extended Predictive Model Markup Language for Data Mining	p. 218
A Cross-Media Method of Stakeholder Extraction for News Contents Analysis	p. 232
Stream Processing
An Efficient Approach for Mining Segment-Wise Intervention Rules in Time-Series Streams	p. 238
Automated Recognition of Sequential Patterns in Captured Motion Streams	p. 250
Online Pattern Aggregation over RFID Data Streams	p. 262
Cleaning Uncertain Streams by Parallelized Probabilistic Graphical Models	p. 274
Graph Processing
Taming Computational Complexity: Efficient and Parallel SimRank Optimizations on Undirected Graphs	p. 280
DSI: A Method for Indexing Large Graphs Using Distance Set	p. 297
K-Radius Subgraph Comparison for RDF Data Cleansing	p. 309
Query Processing
A Novel Framework for Processing Continuous Queries on Moving Objects	p. 321
Group Visible Nearest Neighbor Queries in Spatial Databases	p. 333
iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space	p. 345
Join Directly on Heavy-Weight Compressed Data in Column-Oriented Database	p. 357
Potpourri
Exploiting Service Context for Web Service Search Engine	p. 363
Building Business Intelligence Applications Having Prescriptive and Predictive Capabilities	p. 376
FileSearchCube: A File Grouping Tool Combining Multiple Types of Interfile-Relationships	p. 386
Trustworthy Information: Concepts and Mechanisms	p. 398
Web Data II
How to Design Kansei Retrieval Systems?	p. 405
Detecting Hot Events from Web Search Logs	p. 417
Evaluating Truthfulness of Modifiers Attached to Web Entity Names	p. 429
Searching the Web for Alternative Answers to Questions on WebQA Sites	p. 441
Domain-Independent Classification for Deep Web Interfaces	p. 453
Data Mining II
Data Selection for Exact Value Acquisition to Improve Uncertain Clustering	p. 459
Exploring the Sentiment Strength of User Reviews	p. 471
Semantic Entity Detection by Integrating CRF and SVM	p. 483
An Incremental Method for Causal Network Construction	p. 495
DCUBE: CUBE on Dirty Databases	p. 507
XML and Images
An Algorithm for Incremental Maintenance of Materialized XPath View	p. 513
Query Processing in INM Database System	p. 525
Fragile Watermarking for Color Image Recovery Based on Color Filter Array Interpolation	p. 537
A Hybrid-Feature-Based Efficient Retrieval over Chinese Calligraphic Manuscript Image Repository	p. 544
Efficient Filtering of XML Documents with XPath Expressions Containing Ancestor Axis	p. 551
New Hardware
ACAR: An Adaptive Cost Aware Cache Replacement Approach for Flash Memory	p. 558
GPU-Accelerated Predicate Evaluation on Column Store	p. 570
MOSS-DB: A Hardware-Aware OLAP Database	p. 582
Similarity Search
Efficient Duplicate Record Detection Based on Similarity Estimation	p. 595
A Novel Composite Kernel for Finding Similar Questions in CQA Services	p. 608
Efficient Similarity Query in RFID Trajectory Databases	p. 620
Information Extraction
Context-Aware Basic Level Concepts Detection in Folksonomies	p. 632
Extracting 5W1H Event Semantic Elements from Chinese Online News	p. 644
Automatic Domain Terminology Extraction Using Graph Mutual Reinforcement	p. 656
Knowledge Discovery
Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy	p. 668
Margin Based Sample Weighting for Stable Feature Selection	p. 680
Associative Classifier for Uncertain Data	p. 692
Information Integration
Automatic Multi-schema Integration Based on User Preference	p. 704
EIF: A Framework of Effective Entity Identification	p. 717
A Multilevel and Domain-Independent Duplicate Detection Model for Scientific Database	p. 729
Extending Databases
Generalized UDF for Analytics Inside Database Engine	p. 742
Efficient Continuous Top-k Keyword Search in Relational Databases	p. 755
V Locking Protocol for Materialized Aggregate Join Views on B-Tree : Indices	p. 768
Web Information Credibility (Keynote Abstract)	p. 781
Author Index	p. 783
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