PENCARIAN JUDUL KERJA PRAKTIK PROGRAM STUDI TEKNIK INFORMATIKA S1 DENGAN METODE CASE BASE REASONING

JAYA, AGUNG SUKRISNA and Arsalan, Osvari and Saputra, Danny Matthew (2023) PENCARIAN JUDUL KERJA PRAKTIK PROGRAM STUDI TEKNIK INFORMATIKA S1 DENGAN METODE CASE BASE REASONING. Undergraduate thesis, Sriwijaya University.

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Abstract

Case Base Reasoning (CBR) is a case solving technique based on experience in cases that have occurred before with the highest similarity. CBR is used to search for practical work titles. TF-IDF is applied to process the vectorization of each practical work title word and Cosine Similarity for the calculation of similarity values. The system can search either in the form of titles or keywords. The output of the system is the title of practical work and the match value of each title. Based on the test results using 705 practical work titles, testing was carried out with five titles and carried out in two stages. The first stage searches with existing titles and the second stage randomizes the title from the first stage. The results obtained in the second stage are the same number of titles found and the highest average match score.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Pencarian, Judul Kerja Praktik, Case Base Reasoning, TF-IDF, Cosine Similarity
Subjects:	Q Science > Q Science (General) > Q334-342 Computer science. Artificial intelligence. Algorithms. Robotics. Automation.
Divisions:	09-Faculty of Computer Science > 55201-Informatics (S1)
Depositing User:	Users 33169 not found.
Date Deposited:	14 Aug 2023 02:29
Last Modified:	14 Aug 2023 02:29
URI:	http://repository.unsri.ac.id/id/eprint/127112

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