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Database Systems for Advanced Applications

19th International Conference, DASFAA 2014, International Workshops: BDMA, DaMEN, SIM³, UnCrowd; Bali, Indonesia, April 21--24, 2014, Revised Selected Papers

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Wook-Shin Han

    1. Pohang University of Science and Technology (POSTECH), Pohang, Korea, Republic of (South Korea)

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  2. Mong Li Lee

    1. National University of Singapore, Singapore, Singapore

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  3. Agus Muliantara

    1. Udayana University, Badung, Indonesia

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  4. Ngurah Agus Sanjaya

    1. Udayana University, Badung, Indonesia

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  5. Bernhard Thalheim

    1. Christian-Albrechts-Universität zu Kiel Institut für Informatik, Kiel, Germany

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  6. Shuigeng Zhou

    1. Fudan University, Shanghai, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8505)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DASFAA 2014.

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Table of contents (32 papers)

  1. Front Matter

    Pages I-XXI
    Download chapter PDF

  2. Second International DASFAA Workshop on Big Data Management and Analytics (BDMA)

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Meme Media and Knowledge Federation for Exploratory Visual Analytics of Big Data

      • Yuzuru Tanaka
      Pages 3-17

    3. Online Data Clustering Using Variational Learning of a Hierarchical Dirichlet Process Mixture of Dirichlet Distributions

      • Wentao Fan, Nizar Bouguila
      Pages 18-32

    4. Distributed Skyline Computation of Vertically Splitted Databases by Using MapReduce

      • Md. Anisuzzaman Siddique, Hao Tian, Yasuhiko Morimoto
      Pages 33-45

    5. Short-Term Speed Prediction on Urban Highways by Ensemble Learning with Feature Subset Selection

      • Mohammad Arif Rasyidi, Kwang Ryel Ryu
      Pages 46-60

    6. Graph Summarization Using Word Correlation Analysis on Large Set of Documents

      • Putu Y. Kusmawan, Joonho Kwon
      Pages 61-74

    7. Distributed K-Distance Indexing Approach for Efficient Shortest Path Discovery on Large Graphs

      • Jihye Hong, Hyunwook Kim, Waqas Nawaz, Kisung Park, Byeong-Soo Jeong, Young-Koo Lee
      Pages 75-88

    8. Customized Information Interface with Web Applications

      • Wookey Lee, Suan Lee, Jinho Kim
      Pages 89-101

    9. Leveraging Enterprise Application Characteristics to Optimize Incremental Aggregate Maintenance in a Columnar In-Memory Database

      • Stephan Müller, Paul Möller, Hasso Plattner
      Pages 102-116

    10. MaiterStore: A Hot-Aware, High-Performance Key-Value Store for Graph Processing

      • Dong Chang, Yanfeng Zhang, Ge Yu
      Pages 117-131

    11. Vertical Bit-Packing: Optimizing Operations on Bit-Packed Vectors Leveraging SIMD Instructions

      • Martin Faust, Martin Grund, Tim Berning, David Schwalb, Hasso Plattner
      Pages 132-145

    12. Efficient Streaming Detection of Hidden Clusters in Big Data Using Subspace Stream Clustering

      • Marwan Hassani, Thomas Seidl
      Pages 146-160

    13. A Comparison of Systems to Large-Scale Data Access

      • Amin Mesmoudi, Mohand-Saïd Hacid
      Pages 161-175

  3. Third International Workshop on Data Management for Emerging Network Infrastructure (DaMEN)

    1. Front Matter

      Pages 177-177
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    2. A Framework to Measure Storage Utilization in Cloud Storage Systems

      • Xiao Zhang, Wan Guo, Zhanhuai Li, Xiaonan Zhao, Xiao Qin
      Pages 179-191

    3. Personalized Recommendation via Relevance Propagation on Social Tagging Graph

      • Huiming Li, Hao Li, Zimu Zhang, Hao Wu
      Pages 192-203

    4. Optimizing Pipelined Execution for Distributed In-Memory OLAP System

      • Li Wang, Lei Zhang, Chengcheng Yu, Aoying Zhou
      Pages 204-216

    5. Hash\(^{ed}\)-Join: Approximate String Similarity Join with Hashing

      • Peisen Yuan, Chaofeng Sha, Yi Sun
      Pages 217-229

    6. Minimizing Explanations of Why-Not Questions

      • Chuanyu Zong, Bin Wang, Jing Sun, Xiaochun Yang
      Pages 230-242
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Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

Keywords

About this book

This book constitutes the workshop proceedings of the 19th International Conference on Database Systems for Advanced Applications, DASFAA 2014, held in Bali, Indonesia, in April 2014. The volume contains papers from 4 workshops, each focusing on hot topics related to database systems and applications: the Second International Workshop on Big Data Management and Analytics, BDMA 2014; the Third International Workshop on Data Management for Emerging Network Infrastructure, DaMEN 2014; the Third International Workshop on Spatial Information Modeling, Management and Mining, SIM³ 2014, and the DASFAA Workshop on Uncertain and Crowdsourced Data, UnCrowd 2014.

Editors and Affiliations

  • Pohang University of Science and Technology (POSTECH), Pohang, Korea, Republic of (South Korea)

    Wook-Shin Han

  • National University of Singapore, Singapore, Singapore

    Mong Li Lee

  • Udayana University, Badung, Indonesia

    Agus Muliantara, Ngurah Agus Sanjaya

  • Christian-Albrechts-Universität zu Kiel Institut für Informatik, Kiel, Germany

    Bernhard Thalheim

  • Fudan University, Shanghai, China

    Shuigeng Zhou

Bibliographic Information

  • Book Title: Database Systems for Advanced Applications

  • Book Subtitle: 19th International Conference, DASFAA 2014, International Workshops: BDMA, DaMEN, SIM³, UnCrowd; Bali, Indonesia, April 21--24, 2014, Revised Selected Papers

  • Editors: Wook-Shin Han, Mong Li Lee, Agus Muliantara, Ngurah Agus Sanjaya, Bernhard Thalheim, Shuigeng Zhou

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-662-43984-5

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2014

  • Softcover ISBN: 978-3-662-43983-8Published: 24 July 2014

  • eBook ISBN: 978-3-662-43984-5Published: 10 July 2014

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXI, 430

  • Number of Illustrations: 184 b/w illustrations

  • Topics: Database Management, Data Mining and Knowledge Discovery, Information Storage and Retrieval

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