Please use this identifier to cite or link to this item:
http://repository.ipb.ac.id/handle/123456789/65840
Title: | Visualisasi dan Navigasi Semantik pada Subjek Tesis IPB Menggunakan Peluang Bersyarat |
Authors: | Ardiansyah, Firman Mustafa, Badollahi Rasuandar, Chusnul Arifin |
Keywords: | Bogor Agricultural University (IPB) conditional probability documents browsing thesis subjects visualization |
Issue Date: | 2013 |
Abstract: | Searching and browsing research documents, such as thesis, using subject terms in document is an effective way to obtain information about existing research in IPB. These two tasks results will be more interactive when a visualization module is added. This research aims to build a document browsing system based on subjects of the IPB’s thesis metadata and to visualize the relations among subject terms. Subject terms are stemmed using the Porter Stemmer algorithm and the list of subject term are created using the thresholding technique. Analysis on threshold values is performed to determine the threshold level which gives efficient computation time and the optimal number of subject terms. The experimental results show that the threshold value of 4 provides the computation time of 334 seconds and results in 381 subject terms. Furthermore, the probabilities of subject terms are calculated using the conditional probability formula and a visualization module is designed. |
URI: | http://repository.ipb.ac.id/handle/123456789/65840 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
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G13car.pdf Restricted Access | full text | 1.65 MB | Adobe PDF | View/Open |
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