Initial Evaluation of System for Visualizing Novices’ Unaware Search Intentions by Analyzing Behaviors of Article Selection
Initial Evaluation of System for Visualizing Novices’ Unaware Search Intentions by Analyzing Behaviors of Article Selection
复制标题
通过分析文章选择行为可视化新手无意识搜索意图的系统的初步评估
DOI：
10.1109/tale48869.2020.9368364
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发表时间：
2020
期刊：
影响因子：
--
通讯作者：
Shoichi Nakamura
中科院分区：
文献类型：
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作者：
Ryo Onuma;Hiroki Nakayama;Yota Kawawa;Hiroaki Kaminaga;Youzou Miyadera;Shoichi Nakamura
随着Web的日益多样化和复杂性，在线探索的技能变得越来越重要。人们通常通过获得对获取的网页进行分类和组织、创建搜索查询的经验来获得此类技能。然而，对于没有技能的人来说，很难获得有意义的经历的机会。在这项研究中，我们的目标是开发一种机制，利用缺乏经验的搜索者的意图，以现实的方式培养探索技能。为了实现这一目标，我们重点关注了搜索者在搜索过程中对特定页面的关注。在分析了这一行为后，我们开发了几种方法来提取线索，这些线索体现了搜索者不知道的意图，用于进一步的探索。然后，在这些方法的基础上，我们设计了一个可视化的无意识意图系统，以促进新手的探索体验。原型系统的实验结果证明了该方法的有效性。
With the increasing diversity and complexity of the Web, skills for online exploration have become more and more important. People typically obtain such skills by gaining experience with classifying and organizing acquired Web pages, creating search queries. However, it is difficult for unskilled people to get the opportunity for meaningful experience. In this research, we aim to develop a mechanism for utilizing the intentions of inexperienced searchers to cultivate exploration skills in realistic way. To achieve this goal, we focused on the attention paid by a searcher to specific pages during the search process. After analyzing this behavior, we developed several methods for extracting clues that embody the searcher's unaware intentions for use in further exploration. Then, with these methods as a basis, we designed a system for visualizing unaware intentions to promote the experience of exploration in novices. Experimental results using a prototype demonstrate the effectiveness of our methods.