DocumentCode :
1631686
Title :
An Exploratory Study on Malay Processing Tool for Acquisition of Taxonomy Using FCA
Author :
Nazri, Mohd Zakree Ahmad ; Shamsudin, Siti Mariyam ; Bakar, Azuraliza Abu
Author_Institution :
Fac. of Inf. Sci. & Technol., Univ. Kebangsaan Malaysia, Bangi
Volume :
1
fYear :
2008
Firstpage :
375
Lastpage :
380
Abstract :
In an effort to develop a tool for automatic ontology building from Malay text based on formal concept analysis, an effective natural language processing (NLP) tool as the pre-processing components is needed. The goal of the study is to investigate whether existing Malay NLP tools can be a viable component to be part of the ontology learning tool. This paper discusses the outcome of the study on three NLP applications. The annotated corpus approach was adopted in this study as deemed suitable for exploratory research. Using the metrics relative subject recall and precision, the results obtained show that statistical modeling technique outperformed pola grammar technique.
Keywords :
data acquisition; ontologies (artificial intelligence); statistical analysis; FCA; Malay processing tool; formal concept analysis; natural language processing; ontology learning tool; pola grammar technique; statistical modeling technique; taxonomy acquisition; Artificial intelligence; Buildings; Data mining; Information science; Machine learning; Natural language processing; Natural languages; Ontologies; Performance analysis; Taxonomy; Formal Concept Analysis; Natural Language Processing; Ontology Learning; Parser; Taxonomy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications, 2008. ISDA '08. Eighth International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-0-7695-3382-7
Type :
conf
DOI :
10.1109/ISDA.2008.254
Filename :
4696235
Link To Document :
بازگشت