Web-Age Information Management

15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings

  • Feifei Li
  • Guoliang Li
  • Seung-won Hwang
  • Bin Yao
  • Zhenjie Zhang
Conference proceedings WAIM 2014
Part of the Lecture Notes in Computer Science book series (LNCS, volume 8485)

Table of contents

  1. Front Matter
    PDF

  2. Research Track

    1. Information Retrieval

      1. Faster MaxScore Document Retrieval with Aggressive Processing
        Kun Jiang, Xingshen Song, Yuexiang Yang
        Pages 1-4
      2. Finding Novel Patents Based on Patent Association
        Ling Feng, Zhiyong Peng, Bin Liu, Dunren Che
        Pages 5-17
      3. Optimizing Top-k Retrieval: Submodularity Analysis and Search Strategies
        Chaofeng Sha, Keqiang Wang, Dell Zhang, Xiaoling Wang, Aoying Zhou
        Pages 18-29

    2. Recommender System

      1. Improving Recommendations with Collaborative Factors
        Penghua Yu, Lanfen Lin, Feng Wang, Jing Wang, Meng Wang
        Pages 30-33
      2. Evolutionary Personalized Hashtag Recommendation
        Jianjun Yu, Yi Shen
        Pages 34-37
      3. PathSimExt: Revisiting PathSim in Heterogeneous Information Networks
        Leong Hou U., Kun Yao, Hoi Fong Mak
        Pages 38-42
      4. AdaMF:Adaptive Boosting Matrix Factorization for Recommender System
        Yanghao Wang, Hailong Sun, Richong Zhang
        Pages 43-54

    3. Query Processing and Optimization

      1. A Generic Approach for Bulk Loading Trie-Based Index Structures on External Storage
        Dongzhe Ma, Jianhua Feng
        Pages 55-66
      2. Density-Based Local Outlier Detection on Uncertain Data
        Keyan Cao, Lingxu Shi, Guoren Wang, Donghong Han, Mei Bai
        Pages 67-71
      3. Indexing Uncertain Data for Supporting Range Queries
        Rui Zhu, Bin Wang, Guoren Wang
        Pages 72-83
      4. A Distributed Quorum System for Ensuring Bounded Staleness of Key-Value Stores
        Hiroshi Horii, Miki Enoki, Tamiya Onodera
        Pages 84-95

    4. Data Mining I

      1. Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation
        Yu Xiong, Daling Wang, Yifei Zhang, Shi Feng, Guoren Wang
        Pages 96-99
      2. Accuracy Estimation of Link-Based Similarity Measures and Its Application
        Yinglong Zhang, Cuiping Li, Chengwang Xie, Hong Chen
        Pages 100-112
      3. An Efficient Influence Maximization Algorithm to Discover Influential Users in Micro-blog
        Qian Ma, Jun Ma
        Pages 113-124

    5. Data and Information Quality

      1. Detecting Errors in Numeric Attributes
        Grace Fan, Wenfei Fan, Floris Geerts
        Pages 125-137
      2. Distributed Entity Resolution Based on Similarity Join for Large-Scale Data Clustering
        Tiezheng Nie, Wang-chien Lee, Derong Shen, Ge Yu, Yue Kou
        Pages 138-149

    6. Data Mining II

      1. Exploring the Intervention Problem with the Networked Poisson Process in a Real Heterogeneous Social Network
        Wang Yue
        Pages 150-154
      2. An Infinite Latent Generalized Linear Model
        Jianbo Luo, Jiangtao Ren
        Pages 155-166
      3. ITCI:An Information Theory Based Classification Algorithm for Incomplete Data
        Yicheng Chen, Jianzhong Li, Jizhou Luo
        Pages 167-179

Other volumes

  1. Web-Age Information Management
    15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings
  2. Web-Age Information Management
    WAIM 2014 International Workshops: BigEM, HardBD, DaNoS, HRSUNE, BIDASYS, Macau, China, June 16-18, 2014, Revised Selected Papers

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 15th International Conference on Web-Age Information Management, WAIM 2014, held in Macau, China, in June 2014. The 48 revised full papers presented together with 35 short papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on information retrieval; recommender systems; query processing and optimization; data mining; data and information quality; information extraction; mobile and pervasive computing; stream, time-series; security and privacy; semantic web; cloud computing; new hardware; crowdsourcing; social computing.

Keywords

cloud computing crowdsourcing data management systems data mining data quality

Editors and affiliations

  • Feifei Li
    • 1
  • Guoliang Li
    • 2
  • Seung-won Hwang
    • 3
  • Bin Yao
    • 4
  • Zhenjie Zhang
    • 5
  1. 1.School of ComputingUniversity of UtahSalt Lake City,USA
  2. 2.Department of Computer ScienceTsinghua UniversityBeijingChina
  3. 3.POSTECHRepublic of Korea
  4. 4.Shanghai Key Laboratory of Scalable Computing and Systems, Department of Computer Science and Engineering,Shanghai Jiao Tong UniversityChina
  5. 5.Advanced Digital Sciences Center (ADSC)SingaporeSingapore

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-08010-9
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-08009-3
  • Online ISBN 978-3-319-08010-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book