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Cross-language plagiarism detection using multilingual semantic network

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Cross-language plagiarism detection using multilingual semantic network

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dc.contributor.author Franco Salvador, Marc es_ES
dc.contributor.author Gupta, Parth Alokkumar es_ES
dc.contributor.author Rosso ., Paolo es_ES
dc.date.accessioned 2014-07-15T16:55:30Z
dc.date.issued 2013
dc.identifier.isbn 978-3-642-36972-8
dc.identifier.issn 0302-9743
dc.identifier.uri http://hdl.handle.net/10251/38819
dc.description The final publication is available at Springer via http://10.1007/978-3-642-36973-5_66 es_ES
dc.description.abstract Cross-language plagiarism refers to the type of plagiarism where the source and suspicious documents are in different languages. Plagiarism detection across languages is still in its infancy state. In this article, we propose a new graph-based approach that uses a multilingual semantic network to compare document paragraphs in different languages. In order to investigate the proposed approach, we used the German-English and Spanish-English cross-language plagiarism cases of the PAN-PC¿11 corpus. We compare the obtained results with two state-of-the-art models. Experimental results indicate that our graph-based approach is a good alternative for cross-language plagiarism detection es_ES
dc.description.sponsorship We thank the Conselleria d′educació, Formació i Ocupació of the Generalitat Valenciana for funding the work of the first author with the Gerónimo Forteza program. The research has been carried out in the framework of the European Commission WIQ-EI IRSES project (no. 269180) and the VLC/CAMPUS Microcluster on Multimodal Interaction in Intelligent Systems.
dc.format.extent 4 es_ES
dc.language Inglés es_ES
dc.publisher Springer Verlag (Germany) es_ES
dc.relation.ispartof Advances in Information Retrieval es_ES
dc.relation.ispartofseries Lecture Notes in Computer Science;
dc.rights Reserva de todos los derechos es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Cross-language plagiarism detection using multilingual semantic network es_ES
dc.type Capítulo de libro es_ES
dc.embargo.lift 10000-01-01
dc.embargo.terms forever es_ES
dc.identifier.doi 10.1007/978-3-642-36973-5_66
dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/269180/EU/Web Information Quality Evaluation Initiative/
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Franco Salvador, M.; Gupta, PA.; Rosso ., P. (2013). Cross-language plagiarism detection using multilingual semantic network. En Advances in Information Retrieval. Springer Verlag (Germany). 7814:710-713. https://doi.org/10.1007/978-3-642-36973-5_66 es_ES
dc.description.accrualMethod S es_ES
dc.relation.conferencename 35th European Conference on IR Research, ECIR 2013 es_ES
dc.relation.conferencedate March 24-27, 2013 es_ES
dc.relation.conferenceplace Moscow, Russia es_ES
dc.relation.publisherversion http://link.springer.com/chapter/10.1007/978-3-642-36973-5_66 es_ES
dc.description.upvformatpinicio 710 es_ES
dc.description.upvformatpfin 713 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 7814 es_ES
dc.relation.senia 255802
dc.contributor.funder Generalitat Valenciana
dc.contributor.funder European Commission
dc.description.references Barrón-Cedeño, A.: On the mono- and cross-language detection of text re-use and plagiarism. Ph.D. thesis, Universitat Politènica de València (2012) es_ES
dc.description.references Barrón-Cedeño, A., Rosso, P., Pinto, D., Juan, A.: On cross-lingual plagiarism analysis using a statistical model. In: Proceedings of the ECAI 2008 Workshop on Uncovering Plagiarism, Authorship and Social Software Misuse, PAN 2008 (2008) es_ES
dc.description.references Havasi, C.: Conceptnet 3: A flexible, multilingual semantic network for common sense knowledge. In: The 22nd Conference on Artificial Intelligence (2007) es_ES
dc.description.references Mcnamee, P., Mayfield, J.: Character n-gram tokenization for European language text retrieval. Inf. Retr. 7(1-2), 73–97 (2004) es_ES
dc.description.references Montes-y-Gómez, M., Gelbukh, A., López-López, A., Baeza-Yates, R.: Flexible Comparison of Conceptual GraphsWork done under partial support of CONACyT, CGEPI-IPN, and SNI, Mexico. In: Mayr, H.C., Lazanský, J., Quirchmayr, G., Vogel, P. (eds.) DEXA 2001. LNCS, vol. 2113, pp. 102–111. Springer, Heidelberg (2001) es_ES
dc.description.references Navigli, R., Ponzetto, S.P.: Babelnet: building a very large multilingual semantic network. In: Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL 2010, Stroudsburg, PA, USA, pp. 216–225 (2010) es_ES
dc.description.references Potthast, M., Barrón-Cedeño, A., Stein, B., Rosso, P.: Cross-language plagiarism detection. Language Resources and Evaluation, Special Issue on Plagiarism and Authorship Analysis 45(1) (2011) es_ES
dc.description.references Potthast, M., Eiselt, A., Barrón-Cedeño, A., Stein, B., Rosso, P.: Overview of the 3rd international competition on plagiarism detection. In: CLEF (Notebook Papers/Labs/Workshop) (2011) es_ES


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