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  • © 2017

Database Systems for Advanced Applications

22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I

Conference proceedings info: DASFAA 2017.

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Table of contents (41 papers)

  1. Trajectory and Time Series Data Processing

    1. Clustering Time Series Utilizing a Dimension Hierarchical Decomposition Approach

      • Qiuhong Li, Peng Wang, Yang Wang, Wei Wang, Yimin Liu, Jiaye Wu et al.
      Pages 247-261
  2. Data Mining

    1. Front Matter

      Pages 263-263
    2. Fast Extended One-Versus-Rest Multi-label SVM Classification Algorithm Based on Approximate Extreme Points

      • Zhongwei Sun, Zhongwen Guo, Xupeng Wang, Jing Liu, Shiyong Liu
      Pages 265-278
    3. An Intelligent Field-Aware Factorization Machine Model

      • Cairong Yan, Qinglong Zhang, Xue Zhao, Yongfeng Huang
      Pages 309-323
  3. Query Processing and Optimization (I)

    1. Front Matter

      Pages 325-325
    2. Beyond Skylines: Explicit Preferences

      • Markus Endres, Timotheus Preisinger
      Pages 327-342
    3. Optimizing Window Aggregate Functions in Relational Database Systems

      • Guangxuan Song, Jiansong Ma, Xiaoling Wang, Cheqing Jin, Yu Cao
      Pages 343-360
    4. Query Optimization on Hybrid Storage

      • Anxuan Yu, Qingzhong Meng, Xuan Zhou, Binyu Shen, Yansong Zhang
      Pages 361-375
    5. Efficient Batch Grouping in Relational Datasets

      • Jizhou Sun, Jianzhong Li, Hong Gao
      Pages 376-390
  4. Text Mining

    1. Front Matter

      Pages 391-391
    2. Memory-Enhanced Latent Semantic Model: Short Text Understanding for Sentiment Analysis

      • Fei Hu, Xiaofei Xu, Jingyuan Wang, Zhanbo Yang, Li Li
      Pages 393-407
    3. Supervised Intensive Topic Models for Emotion Detection over Short Text

      • Yanghui Rao, Jianhui Pang, Haoran Xie, An Liu, Tak-Lam Wong, Qing Li et al.
      Pages 408-422
    4. Leveraging Pattern Associations for Word Embedding Models

      • Qian Liu, Heyan Huang, Yang Gao, Xiaochi Wei, Ruiying Geng
      Pages 423-438
    5. Multi-Granularity Neural Sentence Model for Measuring Short Text Similarity

      • Jiangping Huang, Shuxin Yao, Chen Lyu, Donghong Ji
      Pages 439-455
  5. Recommendation

    1. Front Matter

      Pages 457-457
    2. Preference Integration in Context-Aware Recommendation

      • Lin Zheng, Fuxi Zhu
      Pages 475-489
    3. Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation

      • Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Xiaofang Zhou, Shazia Sadiq
      Pages 490-506

About this book

This two volume set LNCS 10177 and 10178 constitutes the refereed proceedings of the 22nd International Conference on Database Systems for Advanced Applications, DASFAA 2017, held in Suzhou, China, in March 2017.

 The 73 full papers, 9 industry papers, 4 demo papers and 3 tutorials were carefully selected from a total of 300 submissions. The papers are organized around the following topics: semantic web and knowledge management; indexing and distributed systems; network embedding; trajectory and time series data processing; data mining; query processing and optimization; text mining; recommendation; security, privacy, senor and cloud; social network analytics; map matching and spatial keywords; query processing and optimization; search and information retrieval; string and sequence processing; stream date processing; graph and network data processing; spatial databases; real time data processing; big data; social networks and graphs.

Editors and Affiliations

  • Arizona State University , Tempe - Phoenix, USA

    Selçuk Candan

  • Hong Kong University of Science and Tech , Hong Kong, China

    Lei Chen

  • Aalborg University , Aalborg, Denmark

    Torben Bach Pedersen

  • University of New South Wales , Sydney, Australia

    Lijun Chang

  • The University of Queensland , Brisbane, Australia

    Wen Hua

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access