Overview of the PAN/CLEF 2015 Evaluation Lab
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Overview of the PAN/CLEF 2015 Evaluation Lab
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| dc.contributor.author | Stamatatos, Efstathios
|
es_ES |
| dc.contributor.author | Potthast, Martin
|
es_ES |
| dc.contributor.author | Rangel, Francisco
|
es_ES |
| dc.contributor.author | Rosso, Paolo
|
es_ES |
| dc.contributor.author | Stein, Benno
|
es_ES |
| dc.date.accessioned | 2016-05-19T10:08:48Z | |
| dc.date.available | 2016-05-19T10:08:48Z | |
| dc.date.issued | 2015-11-20 | |
| dc.identifier.isbn | 978-3-319-24026-8 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.uri | http://hdl.handle.net/10251/64384 | |
| dc.description | The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-24027-5_49 | es_ES |
| dc.description.abstract | This paper presents an overview of the PAN/CLEF evaluation lab. During the last decade, PAN has been established as the main forum of text mining research focusing on the identification of personal traits of authors left behind in texts unintentionally. PAN 2015 comprises three tasks: plagiarism detection, author identification and author profiling studying important variations of these problems. In plagiarism detection, community-driven corpus construction is introduced as a new way of developing evaluation resources with diversity. In author identification, cross-topic and cross-genre author verification (where the texts of known and unknown authorship do not match in topic and/or genre) is introduced. A new corpus was built for this challenging, yet realistic, task covering four languages. In author profiling, in addition to usual author demographics, such as gender and age, five personality traits are introduced (openness, conscientiousness, extraversion, agreeableness, and neuroticism) and a new corpus of Twitter messages covering four languages was developed. In total, 53 teams participated in all three tasks of PAN 2015 and, following the practice of previous editions, software submissions were required and evaluated within the TIRA experimentation framework. | es_ES |
| dc.language | Inglés | es_ES |
| dc.publisher | Springer International Publishing | es_ES |
| dc.relation.ispartof | Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings | es_ES |
| dc.relation.ispartofseries | Lecture Notes in Computer Science;9283 | |
| dc.rights | Reserva de todos los derechos | es_ES |
| dc.subject.classification | LENGUAJES Y SISTEMAS INFORMATICOS | es_ES |
| dc.title | Overview of the PAN/CLEF 2015 Evaluation Lab | es_ES |
| dc.type | Capítulo de libro | es_ES |
| dc.identifier.doi | 10.1007/978-3-319-24027-5_49 | |
| 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 | Stamatatos, E.; Potthast, M.; Rangel, F.; Rosso, P.; Stein, B. (2015). Overview of the PAN/CLEF 2015 Evaluation Lab. En Experimental IR Meets Multilinguality, Multimodality, and Interaction: 6th International Conference of the CLEF Association, CLEF'15, Toulouse, France, September 8-11, 2015, Proceedings. Springer International Publishing. 518-538. doi:10.1007/978-3-319-24027-5_49 | es_ES |
| dc.description.accrualMethod | S | es_ES |
| dc.relation.publisherversion | http://link.springer.com/chapter/10.1007/978-3-319-24027-5_49 | es_ES |
| dc.description.upvformatpinicio | 518 | es_ES |
| dc.description.upvformatpfin | 538 | es_ES |
| dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
| dc.relation.senia | 306214 | es_ES |
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