Title
Evaluating search engines and defining a consensus implementation.
Abstract
Different search engines provide different outputs for the same keyword. This may be due to different definitions of relevance, and/or to different knowledge/anticipation of usersu0027 preferences, but rankings are also suspected to be biased towards own content, which may prejudicial to other content providers. In this paper, we make some initial steps toward a rigorous comparison and analysis of search engines, by proposing a definition for a consensual relevance of a page with respect to a keyword, from a set of search engines. More specifically, we look at the results of several search engines for a sample of keywords, and define for each keyword the visibility of a page based on its ranking over all search engines. This allows to define a score of the search engine for a keyword, and then its average score over all keywords. Based on the pages visibility, we can also define the consensus search engine as the one showing the most visible results for each keyword. We have implemented this model and present an analysis of the results.
Year
Venue
Field
2018
arXiv: Information Retrieval
Visibility,Search engine,Ranking,Information retrieval,Computer science
DocType
Volume
Citations 
Journal
abs/1808.00958
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Ahmed Kamoun100.34
Patrick Maillé228243.33
Bruno Tuffin378987.60