The Tahani Fuzzy Logic Method for Detecting Violence against Women in North Sumatera

Violence against women is a pervasive issue in society. Violence often encompasses various forms, such as physical, psychological, economic, and sexual violence. This research employs the Tahini fuzzy logic method to predict cases of violence against women. The results of the analysis in query fuzzification indicate that there are 16 districts experiencing high values in cases of violence against women, namely: Asahan, Batu Bara, Dairi, Deli Serdang, Karo, Binjai City, Gunung Sitoli City, Pematang Siantar City, Tanjung Balai City, Labuhan Batu Utara, Labuhan Batu, Langkat, Padang Lawas Utara, and Simalungun. This research also provides recommendations based on detection results, utilizing the fire strength value as the highest level ranking. Looking at the total 33 districts in North Sumatera, the highest level of violence against women is in Medan City, which occurred from July to December 2022, where all four criteria for typical cases of violence against women are significantly high.

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Publication Details

Journal
Bulletin of Applied Mathematics and Mathematics Education
Published
2024-10-15
DOI
https://doi.org/10.12928/bamme.v4i2.11627
Primary Topic
Data Mining and Machine Learning Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

The Tahani Fuzzy Logic Method for Detecting Violence against Women in North Sumatera

Khairun Nisa, Rina Filia Sari
Bulletin of Applied Mathematics and Mathematics Education
Data Mining and Machine Learning Applications
article

The Tahani Fuzzy Logic Method for Detecting Violence against Women in North Sumatera

Khairun Nisa, Rina Filia Sari
article en

Abstract

Violence against women is a pervasive issue in society. Violence often encompasses various forms, such as physical, psychological, economic, and sexual violence. This research employs the Tahini fuzzy logic method to predict cases of violence against women. The results of the analysis in query fuzzification indicate that there are 16 districts experiencing high values in cases of violence against women, namely: Asahan, Batu Bara, Dairi, Deli Serdang, Karo, Binjai City, Gunung Sitoli City, Pematang Siantar City, Tanjung Balai City, Labuhan Batu Utara, Labuhan Batu, Langkat, Padang Lawas Utara, and Simalungun. This research also provides recommendations based on detection results, utilizing the fire strength value as the highest level ranking. Looking at the total 33 districts in North Sumatera, the highest level of violence against women is in Medan City, which occurred from July to December 2022, where all four criteria for typical cases of violence against women are significantly high.

Bulletin of Applied Mathematics and Mathematics EducationVol. 4(2)
Universitas Islam Negeri Sumatera Utara (ID)
Openalex Percentile: Top 63%
Data Mining and Machine Learning Applications
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