Staff View: Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes

Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes

One of the resources that students might use as a guide when conducting research is the university library. A research thesis written by former students serves as reference material. Students must arrange the thesis documents following the concept or topic of their research because they are typic...

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Main Authors:	Dhea Noranita, Putri, Tri Basuki, Kurniawan, Edi, Suryanegara, Yesi Novaria, Kunang, Misinem, Misinem
Format:	Article
Language:	English
Published:	INTI International University 2022
Subjects:	H Social Sciences (General) HF Commerce
Online Access:	http://eprints.intimal.edu.my/1692/1/jods2022_17.pdf http://eprints.intimal.edu.my/1692/ http://ipublishing.intimal.edu.my
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id	my-inti-eprints.1692
record_format	eprints
spelling	my-inti-eprints.16922024-05-07T09:55:44Z http://eprints.intimal.edu.my/1692/ Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes Dhea Noranita, Putri Tri Basuki, Kurniawan Edi, Suryanegara Yesi Novaria, Kunang Misinem, Misinem H Social Sciences (General) HF Commerce One of the resources that students might use as a guide when conducting research is the university library. A research thesis written by former students serves as reference material. Students must arrange the thesis documents following the concept or topic of their research because they are typically organized by faculty and department. Researchers, therefore, attempt to classify student thesis documents according to themes or subjects so that students can be more precise in their search for references to themes or topics that relate to the research they will do. The title, abstract, and important keta from the thesis document will be used as the study's data, which will then be classified using the best classification technique, the Naive Bayes Classification (NBC) approach. The learning stage and the testing stage are the two steps used in the naive Bayes classifier method's classification process. After establishing the Category and the quantity of data learning documents, probability calculations were then carried out for each category. INTI International University 2022 Article PeerReviewed text en cc_by_4 http://eprints.intimal.edu.my/1692/1/jods2022_17.pdf Dhea Noranita, Putri and Tri Basuki, Kurniawan and Edi, Suryanegara and Yesi Novaria, Kunang and Misinem, Misinem (2022) Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes. Journal of Data Science, 2022 (17). pp. 1-12. ISSN 2805-5160 (Submitted) http://ipublishing.intimal.edu.my
institution	INTI International University
building	INTI Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	INTI International University
content_source	INTI Institutional Repository
url_provider	http://eprints.intimal.edu.my
language	English
topic	H Social Sciences (General) HF Commerce
spellingShingle	H Social Sciences (General) HF Commerce Dhea Noranita, Putri Tri Basuki, Kurniawan Edi, Suryanegara Yesi Novaria, Kunang Misinem, Misinem Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
description	One of the resources that students might use as a guide when conducting research is the university library. A research thesis written by former students serves as reference material. Students must arrange the thesis documents following the concept or topic of their research because they are typically organized by faculty and department. Researchers, therefore, attempt to classify student thesis documents according to themes or subjects so that students can be more precise in their search for references to themes or topics that relate to the research they will do. The title, abstract, and important keta from the thesis document will be used as the study's data, which will then be classified using the best classification technique, the Naive Bayes Classification (NBC) approach. The learning stage and the testing stage are the two steps used in the naive Bayes classifier method's classification process. After establishing the Category and the quantity of data learning documents, probability calculations were then carried out for each category.
format	Article
author	Dhea Noranita, Putri Tri Basuki, Kurniawan Edi, Suryanegara Yesi Novaria, Kunang Misinem, Misinem
author_facet	Dhea Noranita, Putri Tri Basuki, Kurniawan Edi, Suryanegara Yesi Novaria, Kunang Misinem, Misinem
author_sort	Dhea Noranita, Putri
title	Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
title_short	Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
title_full	Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
title_fullStr	Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
title_full_unstemmed	Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes
title_sort	classification of mti student thesis documents at bina darma university palembang using naïve bayes
publisher	INTI International University
publishDate	2022
url	http://eprints.intimal.edu.my/1692/1/jods2022_17.pdf http://eprints.intimal.edu.my/1692/ http://ipublishing.intimal.edu.my
_version_	1800731500543475712
score	13.211869

Classification of MTI Student Thesis Documents at Bina Darma University Palembang Using Naïve Bayes

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