Wikiometrics: A Wikipedia Based Ranking System

January 06, 2016 ยท Declared Dead ยท ๐Ÿ› World wide web (Bussum)

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Authors Gilad Katz, Lior Rokach arXiv ID 1601.01058 Category cs.DL: Digital Libraries Cross-listed cs.AI, cs.SI Citations 12 Venue World wide web (Bussum) Last Checked 2 months ago
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.
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