A Matter of Words: NLP for Quality Evaluation of Wikipedia Medical Articles
Authors | Vittoria Cozza Marinella Petrocchi Angelo Spognardi |
|---|---|
Publication date | 2016 |
ISSN | 03029743 |
ISBN | 978-331938790-1 |
DOI | 10.1007/978-3-319-38791-8_31 |
Links |
A Matter of Words: NLP for Quality Evaluation of Wikipedia Medical Articles - scientific work about Wikipedia quality published in 2016, written by Vittoria Cozza, Marinella Petrocchi and Angelo Spognardi.
Overview
Automatic quality evaluation of Web information is a task with many fields of applications and of great relevance, especially in critical domains, like the medical one. Authors move from the intuition that the quality of content of medical Web documents is affected by features related with the specific domain. First, the usage of a specific vocabulary (Domain Informativeness); then, the adoption of specific codes (like those used in the infoboxes of Wikipedia articles) and the type of document (e.g., historical and technical ones). In this paper, authors propose to leverage specific domain features to improve the results of the evaluation of Wikipedia medical articles, relying on Natural Language Processing (NLP) and dictionaries-based techniques. The results of their experiments confirm that, by considering domain-oriented features, it is possible to improve existing solutions, mainly with those articles that other approaches have less correctly classified.
Embed
Wikipedia Quality
Cozza, Vittoria; Petrocchi, Marinella; Spognardi, Angelo. (2016). "[[A Matter of Words: NLP for Quality Evaluation of Wikipedia Medical Articles]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9671, 2016, pp. 448-456. ISBN: 978-331938790-1. ISSN: 03029743. DOI: 10.1007/978-3-319-38791-8_31.
English Wikipedia
{{cite journal |last1=Cozza |first1=Vittoria |last2=Petrocchi |first2=Marinella |last3=Spognardi |first3=Angelo |title=A Matter of Words: NLP for Quality Evaluation of Wikipedia Medical Articles |date=2016 |isbn=978-331938790-1 |issn=03029743 |doi=10.1007/978-3-319-38791-8_31 |url=https://wikipediaquality.com/wiki/A_Matter_of_Words:_NLP_for_Quality_Evaluation_of_Wikipedia_Medical_Articles |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9671, 2016, pp. 448-456}}
HTML
Cozza, Vittoria; Petrocchi, Marinella; Spognardi, Angelo. (2016). "<a href="https://wikipediaquality.com/wiki/A_Matter_of_Words:_NLP_for_Quality_Evaluation_of_Wikipedia_Medical_Articles">A Matter of Words: NLP for Quality Evaluation of Wikipedia Medical Articles</a>". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 9671, 2016, pp. 448-456. ISBN: 978-331938790-1. ISSN: 03029743. DOI: 10.1007/978-3-319-38791-8_31.
