Informační systém MU
ŘEHŮŘEK, Radim. Plagiarism Detection through Vector Space Models Applied to a Digital Library. In RASLAN 2008. 1,. Brno: Masarykova Univerzita. p. 75-83. ISBN 978-80-210-4741-9. 2008.
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Basic information
Original name Plagiarism Detection through Vector Space Models Applied to a Digital Library
Name in Czech Detekce plagiátů v digitální knihovně
Authors ŘEHŮŘEK, Radim (203 Czech Republic, guarantor, belonging to the institution).
Edition 1,. Brno, RASLAN 2008, p. 75-83, 9 pp. 2008.
Publisher Masarykova Univerzita
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 20200 2.2 Electrical engineering, Electronic engineering, Information engineering
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
Publication form printed version "print"
WWW URL
RIV identification code RIV/00216224:14330/08:00024438
Organization unit Faculty of Informatics
ISBN 978-80-210-4741-9
UT WoS 000302212600013
Keywords in English plagiarism; vector space; digital library
Tags digital library, Plagiarism, vector space
Tags International impact
Changed by Changed by: RNDr. Pavel Šmerk, Ph.D., učo 3880. Changed: 7/6/2021 22:08.
Abstract
Plagiarism is an increasing problem in the digital world. The sheer amount of digital data calls for automation of plagirism discovery. In this paper we evaluate an Information Retrieval approach of dealing with plagiarism through Vector Spaces. This will allow us to detect similarities that are not result of naive copy\&paste. We also consider the extension of Vector Spaces where input documents are analyzed for term co-occurence, allowing us to introduce some semantics into our approach beyond mere word matching. The approach is evaluated on a real-world collection of mathematical documents as part of the DML-CZ project.
Abstract (in Czech)
Článek se věnuje využití vektorových prostorů pro detekci plagiátů. Jsou uvažovany metody rozšiřující základní vektorový model o práci se synonymy a statistickou sémantikou. Přístupy jsou vyhodnoceny na reálné kolekci matematických textů z projektu DML-CZ.
Links
LC536, research and development projectName: Centrum komputační lingvistiky
Investor: Ministry of Education, Youth and Sports of the CR, Centrum komputační lingvistiky
1ET200190513, research and development projectName: DML-CZ: Česká digitální matematická knihovna
Investor: Academy of Sciences of the Czech Republic, DML-CZ: Czech Digital Mathematical Library
2C06009, research and development projectName: Prostředky tvorby komplexní báze znalostí pro komunikaci se sémantickým webem v přirozeném jazyce (Acronym: COT-SEWing)
Investor: Ministry of Education, Youth and Sports of the CR
Displayed: 29/3/2024 13:43