2D visualization of terms and documents in Malay language

Tengku Sembok, Tengku Mohd and Kamal Ismail, Normaly and Mat Saad, Nur Hamizah and Sidi Omar, Sidi Bukhari (2013) 2D visualization of terms and documents in Malay language. In: The 4th International Conference on Information & Communication Technology for the Muslim World (ICT4M), 25-27 Mar 2013, Rabat, Moroco.

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Abstract

In the technology era, information is just at our fingertip. Much information nowadays can be searched in digitize way. The output of the data is still in the listed form, and this linear form (one dimension) makes user hardly to find information related to the data requested. In addition, Malay document is still displayed in textual listed form. 676 documents from Jilid 1 of Hadith Al Tarmizi in Malay language are used to visualize the relationship. Method used to develop vector space model for term-document relationship is TF*IDF and Cosine Similarity technique used for document-document relationship. While, Prefuse toolkit is used as the visualization tool. From the 2D graphic, the relationship between Hadis can be found easily. From the questionnaire conducted, 90% participants agree that more relevant documents can be found using the 2D graphics system.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	6739/31158
Uncontrolled Keywords:	information visualization; information retrieval; graphical user interface
Subjects:	H Social Sciences > H Social Sciences (General) > H61.8 Communication of information T Technology > T Technology (General) > T55.4 Industrial engineering.Management engineering. > T58.5 Information technology Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4050 Electronic information resources
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology
Depositing User:	Prof Tengku Mohd T Sembok
Date Deposited:	14 Aug 2013 05:44
Last Modified:	14 Aug 2013 05:44
URI:	http://irep.iium.edu.my/id/eprint/31158

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