Advertisement

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

    7. Information Extraction

      1. Discovering Informative Contents of Web Pages
        Qifeng Fan, Chunwei Yan, Lifu Huang, Lian’en Huang
        Pages 180-191
      2. Chinese Evaluation Phrase Extraction Based on Cascaded Model
        Yashen Wang, Chong Feng, Quanchao Liu, Heyan Huang
        Pages 192-203
      3. Tracking Topics on Revision Graphs of Wikipedia Edit History
        Bonan Li, Jianmin Wu, Mizuho Iwaihara
        Pages 204-207

    8. XML, Semi-structured and Uncertain Data

      1. Holistic Subgraph Search over Large Graphs
        Peng Peng, Lei Zou, Dong Wang, Dongyan Zhao
        Pages 208-212
      2. Clustering Query Results to Support Keyword Search on Tree Data
        Cem Aksoy, Ananya Dass, Dimitri Theodoratos, Xiaoying Wu
        Pages 213-224
      3. An Efficient Conditioning Method for Probabilistic Relational Databases
        Hong Zhu, Caicai Zhang, Zhongsheng Cao, Ruiming Tang, Mengyuan Yang
        Pages 225-236

    9. Mobile and Pervasive Computing

      1. A Proactive Complex Event Processing Method Based on Parallel Markov Decision Processes
        Yongheng Wang, Kening Cao
        Pages 237-241
      2. Social-Aware KNN Search in Location-Based Social Networks
        Huiqi Hu, Jianhua Feng, Sitong Liu, Xuan Zhu
        Pages 242-254
      3. A Spatial-temporal Topic Segmentation Model for Human Mobile Behavior
        Xingxing Xing, Man Li, Weisong Hu, Wenhao Huang, Guojie Song, Kunqing Xie
        Pages 255-267

    10. Data Mining III

      1. Real-Time Predicting Bursting Hashtags on Twitter
        Shoubin Kong, Qiaozhu Mei, Ling Feng, Zhe Zhao
        Pages 268-271
      2. Fast Approximation of Shortest Path on Dynamic Information Networks
        Junting Jin, Xiaowei Shi, Cuiping Li, Hong Chen
        Pages 272-276
      3. Detecting of PIU Behaviors Based on Discovered Generators and Emerging Patterns from Computer-Mediated Interaction Events
        Yaxin Yu, Ke Yan, Xinhua Zhu, Guoren Wang
        Pages 277-293

    11. Stream, Time-Series

      1. Characterizing Tweeting Behaviors of Sina Weibo Users via Public Data Streaming
        Kai Zhang, Qian Yu, Kai Lei, Kuai Xu
        Pages 294-297
      2. Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks
        Yi Zheng, Qi Liu, Enhong Chen, Yong Ge, J. Leon Zhao
        Pages 298-310
      3. A Query Approach of Supporting Variable Physical Window in Large-Scale Smart Grid
        Yan Wang, Qingxu Deng, Wei Liu, Baoyan Song
        Pages 311-322

    12. Security and Privacy I

      1. P3RN:Personalized Privacy Protection Using Query Semantics over Road Networks
        Xiao Pan, Lei Wu, Chunhui Piao, Xiaoshuo Xu
        Pages 323-335
      2. A Novel Privacy-Preserving Group Matching Scheme in Social Networks
        Jialin Chi, Zhiquan Lv, Min Zhang, Hao Li, Cheng Hong, Dengguo Feng
        Pages 336-347
      3. Highly Efficient Indexing for Privacy-Preserving Multi-keyword Query over Encrypted Cloud Data
        Fangquan Cheng, Qian Wang, Qianwen Zhang, Zhiyong Peng
        Pages 348-359

    13. Semantic Web

      1. Parallel Mining of OWL 2 EL Ontology from Linked Data
        Huiying Li, Qiang Sima
        Pages 360-371
      2. TraPath: Fast Regular Path Query Evaluation on Large-Scale RDF Graphs
        Xin Wang, Guozheng Rao, Longxiang Jiang, Xuedong Lyu, Yajun Yang, Zhiyong Feng
        Pages 372-383

    14. Cloud Computing

      1. BF-Matrix: A Secondary Index for the Cloud Storage
        Xu Cheng, Hongyan Li, Yue Wang, Tengjiao Wang, Dongqing Yang
        Pages 384-396
      2. A Cluster Based Schema Design for Multi-tenant Database
        Jiacai Ni, Jianhua Feng
        Pages 397-401
      3. Tenant-Oriented Composite Authentication Tree for Data Integrity Protection in SaaS
        Li Lin, Li Qingzhong, Kong Lanju, Shi Yuliang
        Pages 402-414
      4. Efficient Graph Similarity Join with Scalable Prefix-Filtering Using MapReduce
        Jun Pang, Yu Gu, Jia Xu, Yubin Bao, Ge Yu
        Pages 415-418

    15. New Hardware

      1. SSD-Aware Temporary Data Management Policy for Improving Query Performance
        Zhiliang Guo, Jiangtao Wang, Chunling Wang, Xiaofeng Meng
        Pages 419-430
      2. A Novel Index Structure for Multi-key Search
        Dongyu Wei, Xin Pan, Chuan Shi, Yueguo Chen
        Pages 431-434
      3. Load-Balanced Breadth-First Search on GPUs
        Zhe Zhu, Jianjun Li, Guohui Li
        Pages 435-447

    16. Crowdsourcing

      1. Leveraging Attributes and Crowdsourcing for Join
        Jianhong Feng, Jianhua Feng, Huiqi Hu
        Pages 448-452
      2. Truth Discovery Based on Crowdsourcing
        Chen Ye, Hongzhi Wang, Hong Gao, Jianzhong Li, Hui Xie
        Pages 453-458

    17. Data Mining IV

      1. Sarcasm Detection in Social Media Based on Imbalanced Classification
        Peng Liu, Wei Chen, Gaoyan Ou, Tengjiao Wang, Dongqing Yang, Kai Lei
        Pages 459-471

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
  • Buy this book on publisher's site