Paper Info
Title
Query for Architecture, Click through Military: Comparing the Roles of Search and Navigation on Wikipedia.
Abstract
As one of the richest sources of encyclopedic information on the Web, Wikipedia generates an enormous amount of traffic. In this paper, we study large-scale article access data of the English Wikipedia in order to compare articles with respect to the two main paradigms of information seeking, i.e., search by formulating a query, and navigation by following hyperlinks. To this end, we propose and employ two main metrics, namely (i) searchshare -- the relative amount of views an article received by search --, and (ii) resistance -- the ability of an article to relay traffic to other Wikipedia articles -- to characterize articles. We demonstrate how articles in distinct topical categories differ substantially in terms of these properties. For example, architecture-related articles are often accessed through search and are simultaneously a "dead end'' for traffic, whereas historical articles about military events are mainly navigated. We further link traffic differences to varying network, content, and editing activity features. Lastly, we measure the impact of the article properties by modeling access behavior on articles with a gradient boosting approach. The results of this paper constitute a step towards understanding human information seeking behavior on the Web.
Year
DOI
Venue
2018
10.1145/3201064.3201092
WebSci '18: 10th ACM Conference on Web Science Amsterdam Netherlands May, 2018
Keywords
DocType
Volume
Search Behavior, Navigation Behavior, Log Analysis, Wikipedia
Journal
abs/1805.04022
ISBN
Citations 
PageRank 
978-1-4503-5563-6
0
0.34
References 
Authors
24
4
Name
Order
Citations
PageRank
Dimitar Dimitrov137649.21
Florian Lemmerich224127.41
Fabian Flöck3446.64
Markus Strohmaier41210102.65