2D visualization of terms and documents in Malay language

Normaly Kamal Ismail, Nur Hamizah Mat Saad, Sidi Bukhari Sidi Omar, Tengku Mohammad Tengku Sembok

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

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. Prefuse toolkit is used as the visualization tool. From the 2D graphic, the relationship between Hadith can be found easily. From the questionnaire conducted, 90% participants agree that more relevant documents can be found using the 2D graphics system.

Original languageEnglish
Title of host publication2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013
DOIs
Publication statusPublished - 2013
Externally publishedYes
Event2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013 - Rabat
Duration: 26 Mar 201327 Mar 2013

Other

Other2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013
CityRabat
Period26/3/1327/3/13

Fingerprint

Vector spaces
visualization
Information technology
Visualization
language
information technology
questionnaire

Keywords

  • graphical user interface
  • information retrieval
  • information visualization

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Communication

Cite this

Ismail, N. K., Saad, N. H. M., Omar, S. B. S., & Sembok, T. M. T. (2013). 2D visualization of terms and documents in Malay language. In 2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013 [6518919] https://doi.org/10.1109/ICT4M.2013.6518919

2D visualization of terms and documents in Malay language. / Ismail, Normaly Kamal; Saad, Nur Hamizah Mat; Omar, Sidi Bukhari Sidi; Sembok, Tengku Mohammad Tengku.

2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013. 2013. 6518919.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ismail, NK, Saad, NHM, Omar, SBS & Sembok, TMT 2013, 2D visualization of terms and documents in Malay language. in 2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013., 6518919, 2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013, Rabat, 26/3/13. https://doi.org/10.1109/ICT4M.2013.6518919
Ismail NK, Saad NHM, Omar SBS, Sembok TMT. 2D visualization of terms and documents in Malay language. In 2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013. 2013. 6518919 https://doi.org/10.1109/ICT4M.2013.6518919
Ismail, Normaly Kamal ; Saad, Nur Hamizah Mat ; Omar, Sidi Bukhari Sidi ; Sembok, Tengku Mohammad Tengku. / 2D visualization of terms and documents in Malay language. 2013 5th International Conference on Information and Communication Technology for the Muslim World, ICT4M 2013. 2013.
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