维基百科文章的结构如何影响用户导航。

IF 1.4 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS New Review of Hypermedia and Multimedia Pub Date : 2017-01-02 Epub Date: 2016-05-12 DOI:10.1080/13614568.2016.1179798
Daniel Lamprecht, Kristina Lerman, Denis Helic, Markus Strohmaier
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引用次数: 40

摘要

在这项工作中,我们研究人们如何浏览维基百科的信息网络,并调查(i)自由形式的导航,通过研究英文维基百科在一个月内的所有点击;(ii)目标导向的维基百科导航,通过分析维基游戏,用户被挑战通过链接检索文章。为了研究维基百科文章在布局和链接方面的组织如何影响导航行为,我们首先研究了维基百科中结构组织和超链接的特征,然后基于文章结构和其他潜在的导航影响(如文章主题的一般性)评估链接选择模型。在自由形式的维基百科导航中,涵盖了所有维基百科的使用场景,我们发现点击选择可以通过对文章结构的偏向来最好地建模,比如倾向于点击位于导语部分的链接。对于维基游戏的目标导向导航,我们的研究结果证实了先前工作确定的缩小和归位阶段,即用户首先由通用性引导,然后由与目标文本的相似性引导。然而,我们对链接选择模型的解释强调,文章结构是除了这些初始和最终阶段之外的所有导航路径的最佳解释。总的来说,我们发现有证据表明用户更频繁地点击位于文章顶部附近的链接。维基百科文章的结构将指向更一般概念的链接放在靠近顶部的位置,通过允许用户快速找到连接更好的文章来支持导航,从而方便导航。我们的研究结果强调了文章结构和链接位置在维基百科导航中的重要性,并建议更好地组织信息可以帮助使信息网络更容易导航。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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How the structure of Wikipedia articles influences user navigation.

In this work we study how people navigate the information network of Wikipedia and investigate (i) free-form navigation by studying all clicks within the English Wikipedia over an entire month and (ii) goal-directed Wikipedia navigation by analyzing wikigames, where users are challenged to retrieve articles by following links. To study how the organization of Wikipedia articles in terms of layout and links affects navigation behavior, we first investigate the characteristics of the structural organization and of hyperlinks in Wikipedia and then evaluate link selection models based on article structure and other potential influences in navigation, such as the generality of an article's topic. In free-form Wikipedia navigation, covering all Wikipedia usage scenarios, we find that click choices can be best modeled by a bias towards article structure, such as a tendency to click links located in the lead section. For the goal-directed navigation of wikigames, our findings confirm the zoom-out and the homing-in phases identified by previous work, where users are guided by generality at first and textual similarity to the target later. However, our interpretation of the link selection models accentuates that article structure is the best explanation for the navigation paths in all except these initial and final stages. Overall, we find evidence that users more frequently click on links that are located close to the top of an article. The structure of Wikipedia articles, which places links to more general concepts near the top, supports navigation by allowing users to quickly find the better-connected articles that facilitate navigation. Our results highlight the importance of article structure and link position in Wikipedia navigation and suggest that better organization of information can help make information networks more navigable.

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来源期刊
New Review of Hypermedia and Multimedia
New Review of Hypermedia and Multimedia COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
3.40
自引率
0.00%
发文量
4
审稿时长
>12 weeks
期刊介绍: The New Review of Hypermedia and Multimedia (NRHM) is an interdisciplinary journal providing a focus for research covering practical and theoretical developments in hypermedia, hypertext, and interactive multimedia.
期刊最新文献
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