Scientific Literature Retrieval based on Terminological Paraphrases using Predicate Argument Tuple
Collection editors:
Chang, Chin-Chen; Gelogo, Yvette E.; Caytiles, Ronnie E.
Title of conference publication:
Information Science and Industrial Applications
Subtitle of conference publication:
Proceedings, International Conference, ISI 2012, Cebu, Philippines, May 2012
Volume:
4
Conference title:
International Conference Conference on Software Technology (1., 2012, Cebu)
Conference title:
ISI 2012
Venue:
Cebu, Philippines
Year of conference:
2012
Date of conference beginning:
29.05.2012
Date of conference ending:
31.05.2012
Place of publication:
Cebu, Philippines
Publisher:
SERSC
Year:
2012
Pages from - to:
371-378
Language:
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... »