subject predicate object context
41404 Creator b040f63fe07909831fea669121318768
41404 Creator cdd7ce296512d3575bcad552e19f8995
41404 Creator fafb9680e3053ad740ec3e44d38f5000
41404 Date 2014-10-23
41404 Is Part Of p16130073
41404 Is Part Of repository
41404 abstract DBpedia has become one of the major sources of structured knowledge extracted from Wikipedia. Such structures gradually re-shape the representation of Topics as new events relevant to such topics emerge. Such changes make evident the continuous evolution of topic representations and introduce new challenges to supervised topic classification tasks, since labelled data can rapidly become outdated. Here we analyse topic changes in DBpedia and propose the use of semantic features as a more stable representation of a topic. Our experiments show promising results in understanding how the relevance of features to a topic changes over time.
41404 authorList authors
41404 presentedAt ext-eeeaa06b86da31a6eebeaa93767f4686
41404 status peerReviewed
41404 uri http://data.open.ac.uk/oro/document/270808
41404 uri http://data.open.ac.uk/oro/document/270823
41404 uri http://data.open.ac.uk/oro/document/271143
41404 uri http://data.open.ac.uk/oro/document/271144
41404 uri http://data.open.ac.uk/oro/document/271145
41404 uri http://data.open.ac.uk/oro/document/271146
41404 uri http://data.open.ac.uk/oro/document/271147
41404 volume 1272
41404 type AcademicArticle
41404 type Article
41404 label Cano, A. Elisabeth ; He, Yulan and Alani, Harith (2014). The topics they are a-changing - characterising topics with time-stamped semantic graphs. In: Proceedings of the ISWC 2014 Posters & Demonstrations Track, CEUR, pp. 409–412.
41404 label Cano, A. Elisabeth ; He, Yulan and Alani, Harith (2014). The topics they are a-changing - characterising topics with time-stamped semantic graphs. In: Proceedings of the ISWC 2014 Posters & Demonstrations Track, CEUR, pp. 409–412.
41404 Publisher ext-0305d5a98c45941a7ae7ca9088560aca
41404 Title The topics they are a-changing - characterising topics with time-stamped semantic graphs
41404 in dataset oro