Hrvatska znanstvena bibliografija (CROSBI)



Pregled bibliografske jedinice broj: 326450

Časopis

Autori: Šnajder, Jan; Dalbelo Bašić, Bojana; Tadić, Marko
Naslov: Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Izvornik: Information Processing & Management (0306-4573) 44 (2008), 5; 1720-1731
Vrsta rada: članak
Ključne riječi: Morphological normalisation; morphological lexicon; lexicon acquisition; inflection; Croatian language; text mining; information retrieval
Sažetak:
Due to natural language morphology, words can take on various morphological forms. Morphological normalisation – often used in information retrieval and text mining systems – conflates morphological variants of a word to a single representative form. In this paper, we describe an approach to lexicon-based inflectional normalisation. This approach is in between stemming and lemmatisation, and is suitable for morphological normalisation of inflectionally complex languages. To eliminate the immense effort required to compile the lexicon by hand, we focus on the problem of acquiring automatically an inflectional morphological lexicon from raw corpora. We propose a convenient and highly expressive morphology representation formalism on which the acquisition procedure is based. Our approach is applied to the morphologically complex Croatian language, but it should be equally applicable to other languages of similar morphological complexity. Experimental results show that our approach can be used to acquire a lexicon whose linguistic quality allows for rather good normalisation performance.
Projekt / tema: 130-1300646-0645, 036-1300646-1986
Izvorni jezik: ENG
Rad je indeksiran u
bazama podataka:
Current Contents Connect (CCC)
Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Social Science Citation Index (SSCI) (sastavni dio Web of Science Core Collectiona)
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Informacijske i komunikacijske znanosti,Filologija
URL Internet adrese: http://dx.doi.org/10.1016/j.ipm.2008.03.006
Broj citata:
Altmetric:
DOI: doi:10.1016/j.ipm.2008.03.006
URL cjelovitog teksta:
Google Scholar: Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Upisao u CROSBI: Bojana Dalbelo Bašić (bojana.dalbelo@fer.hr), 26. Ožu. 2008. u 23:26 sati