Scientific Literature Retrieval based on Terminological Paraphrases using Predicate Argument Tuple
Herausgeber Sammlung:
Chang, Chin-Chen; Gelogo, Yvette E.; Caytiles, Ronnie E.
Titel Konferenzpublikation:
Information Science and Industrial Applications
Untertitel Konferenzpublikation:
Proceedings, International Conference, ISI 2012, Cebu, Philippines, May 2012
Jahrgang:
4
Konferenztitel:
International Conference Conference on Software Technology (1., 2012, Cebu)
Konferenztitel:
ISI 2012
Tagungsort:
Cebu, Philippines
Jahr der Konferenz:
2012
Datum Beginn der Konferenz:
29.05.2012
Datum Ende der Konferenz:
31.05.2012
Verlagsort:
Cebu, Philippines
Verlag:
SERSC
Jahr:
2012
Seiten von - bis:
371-378
Sprache:
Englisch
Abstract:
The conceptual condensability of technical terms permits us to use them as effective queries to search scientific databases. However, authors often employ alternative expressions to represent the meanings of specific terms, in other words, Terminological Paraphrases (TPs) in the literature for certain reasons. In this paper, we propose an effective way to retrieve “de facto relevance documents” which only contain those TPs and cannot be searched by conventional models in an environment with only controlled vocabularies by adapting Predicate Argument Tuple (PAT). The experiment confirms that PAT-based document retrieval is an effective and promising method to search those kinds of documents and to improve terminology-based scientific information access models. «
The conceptual condensability of technical terms permits us to use them as effective queries to search scientific databases. However, authors often employ alternative expressions to represent the meanings of specific terms, in other words, Terminological Paraphrases (TPs) in the literature for certain reasons. In this paper, we propose an effective way to retrieve “de facto relevance documents” which only contain those TPs and cannot be searched by conventional models in an environment with only... »