Content area

Abstract

We present a new concept--Wikiometrics--the derivation of metrics and indicators from Wikipedia. Wikipedia provides an accurate representation of the real world due to its size, structure, editing policy and popularity. We demonstrate an innovative "mining" methodology, where different elements of Wikipedia - content, structure, editorial actions and reader reviews - are used to rank items in a manner which is by no means inferior to rankings produced by experts or other methods. We test our proposed method by applying it to two real-world ranking problems: top world universities and academic journals. Our proposed ranking methods were compared to leading and widely accepted benchmarks, and were found to be extremely correlative but with the advantage of the data being publically available.

Details

Title
Wikiometrics: a Wikipedia based ranking system
Author
Katz, Gilad 1 ; Rokach, Lior 2 

 University of California, Berkeley, CA, USA 
 Ben-Gurion University of the Negev, Beersheba, Israel 
Pages
1153-1177
Publication year
2017
Publication date
Nov 2017
Publisher
Springer Nature B.V.
ISSN
1386145X
e-ISSN
15731413
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
1932258989
Copyright
World Wide Web is a copyright of Springer, 2017.