Wikipedia-Based Document Categorization
Authors | Krzysztof Ciesielski Piotr J. Borkowski Mieczysław Alojzy Kłopotek Krzysztof Trojanowski Kamil Wysocki |
|---|---|
Publication date | 2012 |
ISSN | 03029743 |
ISBN | 978-364225260-0 |
DOI | 10.1007/978-3-642-25261-7_21 |
Links |
Wikipedia-Based Document Categorization - scientific work about Wikipedia quality published in 2012, written by Krzysztof Ciesielski, Piotr J. Borkowski, Mieczysław Alojzy Kłopotek, Krzysztof Trojanowski and Kamil Wysocki.
Overview
A novel method of text categorization for Polish language documents, based on Polish Wikipedia resources is presented. The distinctive feature of the approach is that document labelling can be performed with no additional categorized corpora. Experiments with two different types of document semantic disambiguation have been performed, and evaluated according to the several quality metrics.
Embed
Wikipedia Quality
Ciesielski, Krzysztof; Borkowski, Piotr J.; Kłopotek, Mieczysław Alojzy; Trojanowski, Krzysztof; Wysocki, Kamil. (2012). "[[Wikipedia-Based Document Categorization]]". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7053 LNCS, 2012, pp. 265-278. ISBN: 978-364225260-0. ISSN: 03029743. DOI: 10.1007/978-3-642-25261-7_21.
English Wikipedia
{{cite journal |last1=Ciesielski |first1=Krzysztof |last2=Borkowski |first2=Piotr J. |last3=Kłopotek |first3=Mieczysław Alojzy |last4=Trojanowski |first4=Krzysztof |last5=Wysocki |first5=Kamil |title=Wikipedia-Based Document Categorization |date=2012 |isbn=978-364225260-0 |issn=03029743 |doi=10.1007/978-3-642-25261-7_21 |url=https://wikipediaquality.com/wiki/Wikipedia-Based_Document_Categorization |journal=Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7053 LNCS, 2012, pp. 265-278}}
HTML
Ciesielski, Krzysztof; Borkowski, Piotr J.; Kłopotek, Mieczysław Alojzy; Trojanowski, Krzysztof; Wysocki, Kamil. (2012). "<a href="https://wikipediaquality.com/wiki/Wikipedia-Based_Document_Categorization">Wikipedia-Based Document Categorization</a>". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Volume 7053 LNCS, 2012, pp. 265-278. ISBN: 978-364225260-0. ISSN: 03029743. DOI: 10.1007/978-3-642-25261-7_21.
