DocumentCode
2168423
Title
A comparison of information retrieval models applied to Thai digital library
Author
Khankasikam, Krisda
Author_Institution
Sch. of Inf., Commun. & Technol., Naresuan Univ. Phayao, Muang Phayao, Thailand
Volume
1
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
335
Lastpage
338
Abstract
A digital library allows users to interact with information distributed over a network. These digital library systems support search and display of items from organized collections. In the historical of digital libraries, the mechanisms for retrieval are particularly significance. In this paper, the performance of three traditional models of information retrieval: the Boolean model, the vector space model and the probabilistic model are compared by implementing all algorithms and applying to search in Thai digital library. The experimental results show that the probabilistic model can outperform the Boolean model and the vector space model for information retrieval in Thai digital library.
Keywords
Boolean algebra; digital libraries; information retrieval; probability; user interfaces; Boolean model; Thai digital library; information distribution; information retrieval models; probabilistic model; Communications technology; Computer networks; Displays; History; IP networks; Information retrieval; Natural language processing; Software libraries; Solid modeling; Statistics; Digital Library; Information Retrieval; The Boolean Model; The Probabilistic Model; The Vector Space Model;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5585-0
Electronic_ISBN
978-1-4244-5586-7
Type
conf
DOI
10.1109/ICCAE.2010.5451939
Filename
5451939
Link To Document