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.
Author(s): Divesh Srivastava (auth.), Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao (eds.)
Series: Lecture Notes in Computer Science 6184 : Information Systems and Applications, incl. Internet/Web, and HCI
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 785
Tags: Information Systems Applications (incl.Internet); Artificial Intelligence (incl. Robotics); Information Storage and Retrieval; Database Management; Computer Communication Networks; Data Mining and Knowledge Discovery
Front Matter....Pages -
Analyzing Data Quality Using Data Auditor....Pages 1-1
Rebuilding the World from Views....Pages 2-2
Approximate Query Processing in Sensor Networks....Pages 3-4
Duplicate Identification in Deep Web Data Integration....Pages 5-17
Learning to Detect Web Spam by Genetic Programming....Pages 18-27
Semantic Annotation of Web Objects Using Constrained Conditional Random Fields....Pages 28-39
Time Graph Pattern Mining for Web Analysis and Information Retrieval....Pages 40-46
FISH: A Novel Peer-to-Peer Overlay Network Based on Hyper-deBruijn....Pages 47-61
Continuous Summarization of Co-evolving Data in Large Water Distribution Network....Pages 62-73
Proactive Replication and Search for Rare Objects in Unstructured Peer-to-Peer Networks....Pages 74-85
SWORDS: Improving Sensor Networks Immunity under Worm Attacks....Pages 86-96
Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams....Pages 97-102
CW2I: Community Data Indexing for Complex Query Processing....Pages 103-114
Clustering Coefficient Queries on Massive Dynamic Social Networks....Pages 115-126
Predicting Best Answerers for New Questions in Community Question Answering....Pages 127-138
Semantic Grounding of Hybridization for Tag Recommendation....Pages 139-150
Rich Ontology Extraction and Wikipedia Expansion Using Language Resources....Pages 151-156
Fine-Grained Cloud DB Damage Examination Based on Bloom Filters....Pages 157-168
XML Structural Similarity Search Using MapReduce....Pages 169-181
Comparing Hadoop and Fat-Btree Based Access Method for Small File I/O Applications....Pages 182-193
Mining Contrast Inequalities in Numeric Dataset....Pages 194-205
Users’ Book-Loan Behaviors Analysis and Knowledge Dependency Mining....Pages 206-217
An Extended Predictive Model Markup Language for Data Mining....Pages 218-231
A Cross-Media Method of Stakeholder Extraction for News Contents Analysis....Pages 232-237
An Efficient Approach for Mining Segment-Wise Intervention Rules in Time-Series Streams....Pages 238-249
Automated Recognition of Sequential Patterns in Captured Motion Streams....Pages 250-261
Online Pattern Aggregation over RFID Data Streams....Pages 262-273
Cleaning Uncertain Streams by Parallelized Probabilistic Graphical Models....Pages 274-279
Taming Computational Complexity: Efficient and Parallel SimRank Optimizations on Undirected Graphs....Pages 280-296
DSI: A Method for Indexing Large Graphs Using Distance Set....Pages 297-308
K-Radius Subgraph Comparison for RDF Data Cleansing....Pages 309-320
A Novel Framework for Processing Continuous Queries on Moving Objects....Pages 321-332
Group Visible Nearest Neighbor Queries in Spatial Databases....Pages 333-344
iPoc: A Polar Coordinate Based Indexing Method for Nearest Neighbor Search in High Dimensional Space....Pages 345-356
Join Directly on Heavy-Weight Compressed Data in Column-Oriented Database....Pages 357-362
Exploiting Service Context for Web Service Search Engine....Pages 363-375
Building Business Intelligence Applications Having Prescriptive and Predictive Capabilities....Pages 376-385
FileSearchCube: A File Grouping Tool Combining Multiple Types of Interfile-Relationships....Pages 386-397
Trustworthy Information: Concepts and Mechanisms....Pages 398-404
How to Design Kansei Retrieval Systems?....Pages 405-416
Detecting Hot Events from Web Search Logs....Pages 417-428
Evaluating Truthfulness of Modifiers Attached to Web Entity Names....Pages 429-440
Searching the Web for Alternative Answers to Questions on WebQA Sites....Pages 441-452
Domain-Independent Classification for Deep Web Interfaces....Pages 453-458
Data Selection for Exact Value Acquisition to Improve Uncertain Clustering....Pages 459-470
Exploring the Sentiment Strength of User Reviews....Pages 471-482
Semantic Entity Detection by Integrating CRF and SVM....Pages 483-494
An Incremental Method for Causal Network Construction....Pages 495-506
DCUBE: CUBE on Dirty Databases....Pages 507-512
An Algorithm for Incremental Maintenance of Materialized XPath View....Pages 513-524
Query Processing in INM Database System....Pages 525-536
Fragile Watermarking for Color Image Recovery Based on Color Filter Array Interpolation....Pages 537-543
A Hybrid-Feature-Based Efficient Retrieval over Chinese Calligraphic Manuscript Image Repository....Pages 544-550
Efficient Filtering of XML Documents with XPath Expressions Containing Ancestor Axis....Pages 551-557
ACAR: An Adaptive Cost Aware Cache Replacement Approach for Flash Memory....Pages 558-569
GPU-Accelerated Predicate Evaluation on Column Store....Pages 570-581
MOSS-DB: A Hardware-Aware OLAP Database....Pages 582-594
Efficient Duplicate Record Detection Based on Similarity Estimation....Pages 595-607
A Novel Composite Kernel for Finding Similar Questions in CQA Services....Pages 608-619
Efficient Similarity Query in RFID Trajectory Databases....Pages 620-631
Context-Aware Basic Level Concepts Detection in Folksonomies....Pages 632-643
Extracting 5W1H Event Semantic Elements from Chinese Online News....Pages 644-655
Automatic Domain Terminology Extraction Using Graph Mutual Reinforcement....Pages 656-667
Semi-supervised Learning from Only Positive and Unlabeled Data Using Entropy....Pages 668-679
Margin Based Sample Weighting for Stable Feature Selection....Pages 680-691
Associative Classifier for Uncertain Data....Pages 692-703
Automatic Multi-schema Integration Based on User Preference....Pages 704-716
EIF: A Framework of Effective Entity Identification....Pages 717-728
A Multilevel and Domain-Independent Duplicate Detection Model for Scientific Database....Pages 729-741
Generalized UDF for Analytics Inside Database Engine....Pages 742-754
Efficient Continuous Top- k Keyword Search in Relational Databases....Pages 755-767
V Locking Protocol for Materialized Aggregate Join Views on B-Tree Indices....Pages 768-780
Web Information Credibility....Pages 781-781
Back Matter....Pages -
