图书情报工作

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2014 , Vol. 58 >Issue 11: 21 - 28

DOI: https://doi.org/10.13266/j.issn.0252-3116.2014.11.003

专题：探索式搜索行为研究

探索式搜索行为的日志挖掘研究

  • 魏丽 ,
  • 张云秋
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  • 吉林大学公共卫生学院
魏丽，吉林大学公共卫生学院硕士研究生

收稿日期: 2014-04-16

  修回日期: 2014-05-03

  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。

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A Study on Exploratory Search Behaviors Based on Log Mining

  • Wei Li ,
  • Zhang Yunqiu
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  • 1. School of Public Health, Jilin University, Changchun 130021;
    2. College of Computer Science and Technology, Jilin University, Changchun 130012

Received date: 2014-04-16

  Revised date: 2014-05-03

  Online published: 2014-06-05

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摘要

为了探讨探索式搜索行为的特点，设计用户实验，依据搜索能力和学历对受试者分组，设定1个提问-应答式搜索任务和2个不同复杂度的探索式搜索任务。利用屏幕录像和浏览器日志，主要从搜索动作、网页浏览、检索式等角度，挖掘不同搜索能力的受试者在不同复杂程度搜索任务中的搜索行为特点。结果表明，在探索式搜索过程中，受试者围绕中心主题搜索，同时探索其相关方面；随着搜索任务复杂度的增加，受试者搜索行为更加深入和开放；受试者搜索能力越强，其搜索效率越高、探索范围更广、程度更深。

关键词： 探索式搜索; 搜索行为; 日志挖掘; 浏览器日志; 屏幕录像

本文引用格式

魏丽 , 张云秋 . 探索式搜索行为的日志挖掘研究[J]. 图书情报工作, 2014 , 58(11) : 21 -28 . DOI: 10.13266/j.issn.0252-3116.2014.11.003

Abstract

To study exploratory search behaviors, this paper designs one question-answer search task and two exploratory search tasks of different complexity, and divides the participants into two groups according to their search capacity and educational background. Based on screen recorder and browser log, it compares the characteristics of exploratory search behaviors that the two groups show in three search tasks from several different aspects, including search action, web browsing, search terms, etc.. The results indicate that: participants focus on the central theme and search relevant aspects in the meantime; with the more complex search tasks, the deeper and more open search behaviors; participants with better search ability, search more efficiently with bigger depth and width.

Key words： exploratory search; search behavior; log mining; browser log; screen recorder

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