Ghent University-iMinds at MediaEval 2013: An Unsupervised Named Entity-based Similarity Measure for Search and Hyperlinking.

作者: Tom De Nies , Erik Mannens , Rik Van de Walle , Wesley De Neve

DOI:

关键词: Information retrievalMetric (mathematics)Computer scienceTask (project management)Similarity measureSemantic similarityContext (language use)HyperlinkSimilarity (psychology)Jaccard index

摘要: In this paper, we describe our approach to the Search and Hyperlinking task at MediaEval 2013 benchmark. This focuses on video retrieval linking in context of a large rich dataset provided by BBC. Our makes use one three types audio transcripts, enriched with Named Entities. To compute similarity, adapt Jaccard metric results an unsupervised computationally inexpensive way searching multimedia content.

参考文章(7)
Lori Lamel, Jean-Luc Gauvain, Speech Processing for Audio Indexing Advances in Natural Language Processing. pp. 4- 15 ,(2008) , 10.1007/978-3-540-85287-2_2
Raquel Martínez Unanue, Soto Montalvo Herranz, Víctor Fresno Fernández, NESM: a named entity based proximity measure for multilingual news clustering Procesamiento Del Lenguaje Natural. ,vol. 48, pp. 81- 88 ,(2012)
Frank Goossen, Wouter IJntema, Flavius Frasincar, Frederik Hogenboom, Uzay Kaymak, News personalization using the CF-IDF semantic recommender Proceedings of the International Conference on Web Intelligence, Mining and Semantics - WIMS '11. pp. 10- ,(2011) , 10.1145/1988688.1988701
Maria Eskevich, Tom de Nies, Pedro Debevere, Rik Van de Walle, Petra Galuscakova, Pavel Pecina, Martha Larson, Gareth J.F. Jones, Robin Aly, Roeland J.F. Ordelman, Shu Chen, Danish Nadeem, Camille Guinaudeau, Guillaume Gravier, Pascale Sébillot, Multimedia information seeking through search and hyperlinking Proceedings of the 3rd ACM conference on International conference on multimedia retrieval - ICMR '13. pp. 287- 294 ,(2013) , 10.1145/2461466.2461511
Maria Eskevich, Roeland Ordelman, David Nicolas Racca, Robin Aly, Shu Chen, Gareth J. F. Jones, The Search and Hyperlinking Task at MediaEval 2014 MediaEval. ,(2012)
Tom De Nies, Pedro Debevere, Erik Mannens, Rik Van de Walle, Davy Van Deursen, Wesley De Neve, Ghent University-IBBT at MediaEval 2012 search and hyperlinking semantic similarity using named entities MediaEval, Abstracts. ,(2012)
Paul Deléglise, Fethi Bougares, Holger Schwenk, Yannick Estève, Anthony Rousseau, LIUM's systems for the IWSLT 2011 speech translation tasks. International Workshop on Spoken Language Translation. pp. 79- 85 ,(2011)