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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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INTI International University
2022
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| Online Access: | http://eprints.intimal.edu.my/1692/ http://eprints.intimal.edu.my/1692/1/jods2022_17.pdf |
| _version_ | 1848766808013668352 |
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| 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 |
| building | INTI Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T11:57:01Z |
| format | Article |
| id | intimal-1692 |
| institution | INTI International University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T11:57:01Z |
| publishDate | 2022 |
| publisher | INTI International University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | intimal-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 |
| 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 |
| title | 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_short | 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 |
| topic | H Social Sciences (General) HF Commerce |
| url | http://eprints.intimal.edu.my/1692/ http://eprints.intimal.edu.my/1692/ http://eprints.intimal.edu.my/1692/1/jods2022_17.pdf |