Semantic Measures: How Similar? How Related?

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2016

Autores

Costa, T (Autor) Outra; José Paulo Leal (Autor) FCUP

Ata de Conferência Internacional

Título: WEB ENGINEERING (ICWE 2016)

Páginas: 431-438

16th International Conference on Web Engineering (ICWE)

Lugano, SWITZERLAND, JUN 06-09, 2016

Indexação

ISI Web of Knowledge - 1 Citação

Scopus - 2 Citações

Outras Informações

ID Authenticus: P-00K-FDX

DOI: 10.1007/978-3-319-38791-8_29

Abstract (EN): There are two main types of semantic measures (SM): similarity and relatedness. There are also two main types of datasets, those intended for similarity evaluations and those intended for relatedness. Although they are clearly distinct, they are similar enough to generate some misconceptions. Is there a confusion between similarity and relatedness among the semantic measure community, both the designers of SMs and the creators of benchmarks? This is the question that the research presented in this paper tries to answer. Authors performed a survey of both the SMs and datasets and executed a cross evaluation of those measures and datasets. The results show different consistency of measures with datasets of the same type. This research enabled us to conclude not only that there is indeed some confusion but also to pinpoint the SMs and benchmarks less consistent with their intended type.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 8