Title :
Query expansion based on domain ontology for Learning Objects search
Author :
Segura, N. Alejandra ; Vidal, C. Christian ; Prieto, M. Manuel
Author_Institution :
Dept. of Inf. Syst., Bio Bio Univ. Concepcion, Concepcion, Chile
Abstract :
This paper presents some research results which assesses the problem of query expansion in search activities. We propose the use of domain ontologies, linguistic processing and validation based on a general dictionary. The work is focused on Learning Object´s search in specialized repositories. It includes a review of query expansion methods that can be used in e-learning and a description of a prototype that implement this approach. The results obtained so far allow us to state that the terms added to the query as result of the expansion process provide more specificity in the retrieved elements. Future research aims to demonstrate that with new terms, it is possible to improve relevance in retrieved Learning Objects.
Keywords :
computer aided instruction; ontologies (artificial intelligence); query formulation; search problems; e-learning; learning objects; linguistic processing; ontology; query expansion; search activity; Dictionaries; Ontologies; Pragmatics; Prototypes; Search problems; Semantics; Computer based instruction; Knowledge representation; Query expansion; component;
Conference_Titel :
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5537-9
DOI :
10.1109/ICCSIT.2010.5564749