Research on analysis and mining of web query logs

被引：0
|
作者：
机构：
[1] Fu, Bo
[2] 1,Zhao, Shi-Qi
[3] Liu, Ting
来源：
Fu, B. (bfu@ir.hit.edu.cn) | 1800年 / Chinese Institute of Electronics卷 / 41期
关键词：
Artificial intelligence - Websites - Data mining;
D O I：
10.3969/j.issn.0372-2112.2013.09.021
中图分类号：
学科分类号：
摘要：
This paper surveys the state-of-the-art research on query logs analysis. First, the existing corpus of query logs and the information embedded in are summarized and analyzed. Then, important tasks benefiting from query logs are introduced, including web search, information extraction, as well as some closely related topics. Finally, the problems and challenges of current researches are discussed. This paper aims to make a summary, comparison and analysis of the mainstream methods and the latest progress, expecting to be helpful to the future research.
引用
收藏
相关论文
共 50 条
  • [21] Mining Search Engine Query Logs via Suggestion Sampling
    Bar-Yossef, Ziv
    Gurevich, Maxim
    PROCEEDINGS OF THE VLDB ENDOWMENT, 2008, 1 (01): : 54 - 65
  • [22] Mining search engine query logs for social filtering-based query recommendation
    Zhang, Zhiyong
    Nasraoui, Olfa
    APPLIED SOFT COMPUTING, 2008, 8 (04) : 1326 - 1334
  • [23] A unified representation of web logs for mining applications
    Michelangelo Diligenti
    Marco Gori
    Marco Maggini
    Information Retrieval, 2011, 14 : 215 - 236
  • [24] Mining web logs for recommender a personalized system
    Puntheeranurak, S
    Tsuji, H
    ITRE 2005: 3RD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: RESEARCH AND EDUCATION, PROCEEDINGS, 2005, : 445 - 448
  • [25] Matrix dimensionality reduction for mining Web logs
    Lu, JJ
    Xu, BW
    Yang, HJ
    IEEE/WIC INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, PROCEEDINGS, 2003, : 405 - 408
  • [26] Mining web logs for personalized site maps
    Toolan, F
    Kusmerick, N
    WISE 2002: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS ENGINEERING (WORKSHOPS), 2002, : 232 - 237
  • [27] Mining Web logs for Prediction in Prefetching and Caching
    Songwattana, Areerat
    THIRD 2008 INTERNATIONAL CONFERENCE ON CONVERGENCE AND HYBRID INFORMATION TECHNOLOGY, VOL 2, PROCEEDINGS, 2008, : 1006 - 1011
  • [28] Mining Frequent Attack Sequence in Web Logs
    Sun, Hui
    Sun, Jianhua
    Chen, Hao
    GREEN, PERVASIVE, AND CLOUD COMPUTING, 2016, 9663 : 243 - 260
  • [29] A unified representation of web logs for mining applications
    Diligenti, Michelangelo
    Gori, Marco
    Maggini, Marco
    INFORMATION RETRIEVAL, 2011, 14 (03): : 215 - 236
  • [30] Mining Preferences from OLAP Query Logs for Proactive Personalization
    Aligon, Julien
    Golfarelli, Matteo
    Marcel, Patrick
    Rizzi, Stefano
    Turricchia, Elisa
    ADVANCES IN DATABASES AND INFORMATION SYSTEMS, 2011, 6909 : 84 - +
12345