专题:探索式搜索行为研究

基于浏览器日志分析的探索式搜索行为研究

  • 冯佳 ,
  • 张云秋
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  • 吉林大学公共卫生学院
冯佳,吉林大学公共卫生学院博士研究生

收稿日期: 2014-04-16

  修回日期: 2014-05-06

  网络出版日期: 2014-06-05

基金资助

本文系国家社会科学基金一般项目“基于日志与认知分析的探索式信息搜索行为研究”(项目编号:11BTQ045)研究成果之一。

A Study on Exploratory Search Behaviors Based on Browser Log Analysis

  • Feng Jia ,
  • Zhang Yunqiu
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  • School of Public Health, Jilin University, Changchun 130021

Received date: 2014-04-16

  Revised date: 2014-05-06

  Online published: 2014-06-05

摘要

为探讨网络用户探索式搜索行为的特点,设定一个提问-应答式搜索任务和两个复杂程度不同的探索式搜索任务,并根据受试者的检索能力分组,在实验环境下,记录受试者的浏览日志。日志分析结果表明,任务类型与搜索能力均对探索式搜索行为产生不同程度的影响。与提问-应答式搜索相比,探索式搜索需要的信息量大,受试者受自身知识背景影响程度高,且任务难度越大,探索结果越多、越分散;检索能力的强弱对受试者探索式搜索行为的影响较小。

本文引用格式

冯佳 , 张云秋 . 基于浏览器日志分析的探索式搜索行为研究[J]. 图书情报工作, 2014 , 58(11) : 13 -20,129 . DOI: 10.13266/j.issn.0252-3116.2014.11.002

Abstract

To explore the characteristics of web users' search behaviors in the exploratory search process, this paper sets one question-answer search task and two different complex exploratory search tasks, divides the participants into two groups according to their retrieval capacity, and records their browser logs in the experiment. The results of log analysis indicate that search tasks and search ability can differently affect users' search behaviors in the exploratory search process. Compared to the question-answer search, exploratory search demands more information; participants are highly affected by knowledge background; the more difficult the task, the more and more dispersed the results of exploration; the retrieval capacity less affects the search behaviors in the exploratory search process.

参考文献

[1] Bates M J. The design of browsing and berrypicking: Techniques for the online search interface[J]. Online Review,1989,13(5):407-424.

[2] Marchionini G. Exploratory search: From finding to understanding[J]. Communications of the ACM, 2006, 49(4):41-46.

[3] White R W, Roth R A. Exploratory search: Beyond the query-response paradigm[M]. San Rafael:Morgan & Claypool, 2009.

[4] Zhang Xiaolin. Information-seeking patterns and behaviors of selected undergraduate students in a Chinese university[D]. Ann Arbor: University Microfilms International, 1992.

[5] Silverstein C, Marais H, Henzinger M, et al. Analysis of a very large Web search engine query log[J]. SIGIR Forum, 1999,33(1):6-12.

[6] Spink A, Jansen B J. Web search: Public searching of the Web[M]. Amsterdam:Kluwer Academic Publisher, 2004.

[7] Fagni T, Perego R, Silvestri F, et al. Boosting the performance of Web search engines: Caching and prefetching query results by exploiting historical usage data[J]. ACM Transactions on Information Systems, 2006,24(1):51-78.

[8] 肖颖, 云晓春, 辛毅. 基于搜索引擎蠕虫的分析与检测[J].计算机工程与应用,2006,42(7):112-115.

[9] 王继民, 彭波. 搜索引擎用户点击行为分析[J].情报学报,2006,2(25):154-162.

[10] 甘利人, 高依旻. 科技用户信息搜索行为特点研究[J].情报学报,2005,24(1):26-33.

[11] 张云秋, 安文秀, 冯佳. 探索式信息搜索行为研究[J].图书情报工作,2012,56(14):69-74.

[12] 陈新中,李岩,杨炳如.Web日志挖掘日数进展[J].系统工程与电子技术,2003,25(3):492-496.

[13] 葛蓉. 利用网络日志分析提高搜索引擎的检准率[J]. 情报科学,2004,22(10):1250-1253.

[14] 崔江彦. 基于WEB日志挖掘的用户兴趣模式研究[D].南京:南京航空航天大学,2010.

[15] 王微微,夏秀峰,李晓明. 一种基于用户行为的兴趣度模型[J]. 计算机工程与应用,2012(8):32-35.

[16] Schacter J, Chung G, Dorr A. Children's Internet searching on complex problems: Performance and process analyses[J]. Journal of the American Society for Information Science, 1998, 49(9): 840-849.

[17] Jansen B J, Smith B, Booth D. Learning as a paradigm for understanding exploratory search[C]//Proceedings of the ACM SIGCHI 2007 Workshop on Exploratory Search and HCI: Designing and Evaluating Interfaces to Support Exploratory Search Interaction. New York:ACM,2007: 72-75.

[18] Yuka E, Hitomi S. Using a concept map to evaluate exploratory search: IIiX'10[C]//Proceedings of the Third Symposium on Information Interaction in Context. New York:ACM, 2010:175-184.

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