Quality Assessment of Wikipedia Articles Without Feature Engineering
Authors | Quang-Vinh Dang Claudia-Lavinia Ignat |
|---|---|
Publication date | 2016 |
ISSN | 15525996 |
ISBN | 978-145034229-2 |
DOI | 10.1145/2910896.2910917 |
Links |
Quality Assessment of Wikipedia Articles Without Feature Engineering - scientific work about Wikipedia quality published in 2016, written by Quang-Vinh Dang and Claudia-Lavinia Ignat.
Overview
As Wikipedia became the largest human knowledge repository, quality measurement of its articles received a lot of attention during the last decade. Most research efforts focused on classification of Wikipedia articles quality by using a different feature set. However, so far, no 'golden feature set' was proposed. In this paper, authors present a novel approach for classifying Wikipedia articles by analysing their content rather than by considering a feature set. Their approach uses recent techniques in natural language processing and deep learning, and achieved a comparable result with the state-of-the-art.
