Database Systems for Advanced Applications: 15th International Conference, DASFAA 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part I

Overview

This two volume set LNCS 5981 and LNCS 5982 constitutes the refereed proceedings of the 15th International Conference on Database Systems for Advanced Applications, DASFAA 2010, held in Tsukuba, Japan, in April 2010. The 39 revised full papers and 16 revised short papers presented together with 3 invited keynote papers, 22 demonstration papers, 6 industrial papers, and 2 keynote talks were carefully reviewed and selected from 285 submissions. The papers of the first volume are organized in topical sections on ...
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Overview

This two volume set LNCS 5981 and LNCS 5982 constitutes the refereed proceedings of the 15th International Conference on Database Systems for Advanced Applications, DASFAA 2010, held in Tsukuba, Japan, in April 2010. The 39 revised full papers and 16 revised short papers presented together with 3 invited keynote papers, 22 demonstration papers, 6 industrial papers, and 2 keynote talks were carefully reviewed and selected from 285 submissions. The papers of the first volume are organized in topical sections on P2P-based technologies, data mining technologies, XML search and matching, graphs, spatialdatabases, XML technologies, time series and streams, advanced data mining, query processing, Web, sensor networks and communications, information management, as well as communities and Web graphs. The second volume contains contributions related to trajectories and moving objects, skyline queries, privacy and security, data streams, similarity search and event processing, storage and advanced topics, industrial, demo papers, and tutorials and panels.
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Table of Contents

Keynote Talks

Knowledge on the Web: Robust and Scalable Harvesting of Entity-Relationship Facts (Abstract) Gerhard Weikum 1

Cloud Data Management @ Yahoo! (Abstract) Raghu Ramakrishnan 2

P2P-Based Technologies

Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks Lijiang Chen Bin Cui Linhao Xu Heng Tao Shen 3

iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks Xiaolong Zhang Lidan Shou Kian-Lee Tan Gang Chen 19

Adaptive Ensemble Classification in P2P Networks Hock Hee Ang Vivekanand Gopalkrishnan Steven C.H. Hoi Wee Keong Ng 34

Data Mining Technologies

Mining Rare Association Rules in the Datasets with Widely Varying Items' Frequencies R. Uday Kiran P. Krishna Reddy 49

CAMLS: A Constraint-Based Apriori Algorithm for Mining Long Sequences Yaron Gonen Nurit Gal-Oz Ran Yahalom Ehud Gudes 63

PGP-mc: Towards a Multicore Parallel Approach for Mining Gradual Patterns Anne Laurent Benjamin Negrevergne Nicolas Sicard Alexandre Termier 78

Generalised Rule Mining Florian Verhein 85

XML Search and Matching

An Effective Object-Level XML Keyword Search Zhifeng Bao Jiaheng Lu Tok Wang Ling Liang Xu Huayu Wu 93

Effectively Inferring the Search-for Node Type in XML Keyword Search Jiang Li Junhu Wang 110

Matching Top-k Answers of Twig Patterns in Probabilistic XML Bo Ning Chengfei Liu Jeffrey Xu Yu Guoren Wang Jianxin Li 125

Graphs

Nova: A Novel and Efficient Framework for Finding Subgraph Isomorphism Mappings in Large Graphs Ke Zhu Ying Zhang Xuemin Lin Gaoping Zhu Wei Wang 140

Efficiently Answering Probability Threshold-Based SP Queries over Uncertain Graphs Ye Yuan Lei Chen Guoren Wang 155

Discovering Burst Areas in Fast Evolving Graphs Zheng Liu Jeffrey Xu Yu 171

Spatial Databases

Answering Top-K Similar Region Queries Chang Sheng Yu Zheng Wynne Hsu Mong Li Lee Xing Xie 186

Efficient Approximate Visibility Query in Large Dynamic Environments Leyla Kazemi Farnoush Banaei-Kashani Cyrus Shahabi Ramesh Jain 202

The Objects Interaction Matrix for Modeling Cardinal Directions in Spatial Databases Tao Chen Markus Schneider Ganesh Viswanathan Wenjie Yuan 218

Efficient Algorithms to Monitor Continuous Constrained k Nearest Neighbor Queries Mahady Hasan Muhammad Aamir Cheema Wenyu Qu Xuemin Lin 233

XML Technologies

Chasing Tree Patterns under Recursive DTDs Junhu Wang Jeffrey Xu Yu 250

Efficient Label Encoding for Range-Based Dynamic XML Labeling Schemes Liang Xu Tok Wang Ling Zhifeng Bao Huayu Wu 262

An Efficient Parallel PathStack Algorithm for Processing XML Twig Queries on Multi-core Systems Jianhua Feng Le Liu Guoliang Li Jianhui Li Yuanhao Sun 277

Keyword Search on Hybrid XML-Relational Databases Using XRjoin Liru Zhang Tadashi Ohmori Mamoru Hoshi 292

Efficient Database-Driven Evaluation of Security Clearance for Federated Access Control of Dynamic XML Documents Erwin Leonardi Sourav S. Bhowmick Mizuho Iwaihara 299

Time Series and Streams

Speeding Up Complex Video Copy Detection Queries Ira Assent Hardy Kremer Thomas Seidl 307

Efficient Skyline Maintenance for Streaming Data with Partially-Ordered Domains Yuan Fang Chee-Yong Chan 322

A Simple, Yet Effective and Efficient, Sliding Window Sampling Algorithm Xuesong Lu Wee Hyong Tok Chedy Raissi Stéphane Bressan 337

Detecting Leaders from Correlated Time Series Di Wu Yiping Ke Jeffrey Xu Yu Philip S. Yu Lei Chen 352

Advanced Data Mining

Mining Outliers with Ensemble of Heterogeneous Detectors on Random Subspaces Hoang Vu Nguyen Hock Hee Ang Vivekanand Gopalkrishnan 368

Mining Diversity on Networks Lu Liu Feida Zhu Chen Chen Xifeng Yan Jiawei Han Philip S. Yu Shiqiang Yang 384

Mining Regular Patterns in Data Streams Syed Khairuzzaman Tanbeer Chowdhury Farhan Ahmed Byeong-Soo Jeong 399

Query Processing

k-ARQ: k-Anonymous Ranking Queries Eunjin Jung Sukhyun Ahn Seung-won Hwang 414

QSQL: Incorporating Logic-Based Retrieval Conditions into SQL Sebastian Lehrack Ingo Schmitt 429

k-Selection Query over Uncertain Data Xingjie Liu Mao Ye Jianliang Xu Yuan Tian Wang-Chien Lee 444

Web

Analysis of Implicit Relations on Wikipedia: Measuring Strength through Mining Elucidatory Objects Xinpeng Zhang Yasuhito Asano Masatoshi Yoshikawa 460

Summarizing and Extracting Online Public Opinion from Blog Search Results Shi Feng Daling Wang Ge Yu Binyang Li Kam-Fai Wong 476

Cloud as Virtual Databases: Bridging Private Databases and Web Services Hiroki Ohshima Satoshi Oyama Katsumi Tanaka 491

Temporal Top-k Search in Social Tagging Sites Using Multiple Social Networks Wenyu Huo Vassilis J. Tsotras 498

Sensor Networks and Communications

Air-Indexing on Error Prone Communication Channels Emmanuel Müller Philipp Kranen Michael Nett Felix Reidl Thomas Seidl 505

Content-Based Multipath Routing for Sensor Networks Inchul Song Yohan J. Roh Myoung Ho Kim 520

Evaluating Continuous Probabilistic Queries Over Imprecise Sensor Data Yinuo Zhang Reynold Cheng Jinchuan Chen 535

Information Management

BPMN Process Views Construction Sira Yongchareon Chengfei Liu Xiaohui Zhao Marek Kowalkiewicz 550

Active Duplicate Detection Ke Deng Liwei Wang Xiaofang Zhou Shazia Sadiq Gobriel Pui Cheong Fung 565

FlexTable: Using a Dynamic Relation Model to Store RDF Data Yan Wang Xiaoyong Du Jiaheng Lu Xiaofang Wang 580

Communities and Web Graphs

An MDL Approach to Efficiently Discover Communities in Bipartite Network Kaikuo Xu Changjie Tang Chuan Li Yexi Jiang Rong Tang 595

Fires on the Web: Towards Efficient Exploring Historical Web Graphs Zhenglu Yang Jeffrey Xu Yu Zheng Liu Masaru Kitsuregawa 612

Identifying Community Structures in Networks with Seed Expansion Fang Wei Weining Qian Zhongchao Fei Aoying Zhou 627

Dynamic Agglomerative-Divisive Clustering of Clickthrough Data for Collaborative Web Search Kenneth Wai-Ting Leung Dik Lun Lee 635

Author Index 643

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