Article Per Year (5 Year)
p-Index From 2020 - 2025
0.61
P-Index
This Author published in this journals
All Journal JOURNAL OF APPLIED INFORMATICS AND COMPUTING Jurnal Informatika Ekonomi Bisnis Jurnal Informatika Ekonomi Bisnis
Apriliana, Milla
Universitas Putra Indonesia YPTK Padang
Computer Science & IT Economics, Econometrics & Finance

Published : 3 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 3 Documents
Search

 1 
Akurasi Bantuan Stimulan Perumahan Swadaya (BSPS) terhadap RTLH Menggunakan Metode Weighted Product Milla Apriliana
Jurnal Informatika Ekonomi Bisnis Vol. 3, No. 1 (March 2021)
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (569.469 KB) | DOI: 10.37034/infeb.v3i1.71

Abstract

Help Stimulant Self-help Housing (BSPS) is a program of the Ministry of Public works and Housing organized by the government. Agam Regency is one of the regions that obtain the BSPS since the year 2016, with a fairly large number. In the determination of the non-BSPS-party districts still take the decision in a subjective manner, so that fact shows that there are many underprivileged communities that are not listed as one of the recipients of the program. This research is conducted to assist Decision-Making in determining the Accuracy of the acceptance program of BSPS against the House is Not Livable (RTLH) so right on target with the help of the implementation of the system using the method of Weighted Product. The method of Weighted Product using the technique of multiplication to connect the rating attribute, then the rating attribute to the power with the weight of attributes is concerned, the weights and the criteria are adjusted to the terms that have been assigned to the Office of Housing and residential areas in Agam Regency. There are 10 main criteria and 20 test data that will be if in doing the calculations. The results of data processing gives the value of the weight on each criteria and then performed the ranking to get the help of a Decent Home. The implementation of this system-based website by using PHP programming language and MySQL as the database. The results of the testing of this method obtained the highest score that is 0.059 of an alternative to the 19 which is Junaidi. Then do a comparison with manual calculation with the system that made and get the same results with 100% accuracy rate and is expressed accurately. A Decision Support system that can be applied to determine priority recipients of the program BSPS obtained from the results of the accuracy of the data and thus can assist the District in making decisions accurately and objectively.
Akurasi Bantuan Stimulan Perumahan Swadaya (BSPS) terhadap RTLH Menggunakan Metode Weighted Product Apriliana, Milla
Jurnal Informatika Ekonomi Bisnis Vol. 3, No. 1 (March 2021)
Publisher : SAFE-Network

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (569.469 KB) | DOI: 10.37034/infeb.v3i1.71

Abstract

Help Stimulant Self-help Housing (BSPS) is a program of the Ministry of Public works and Housing organized by the government. Agam Regency is one of the regions that obtain the BSPS since the year 2016, with a fairly large number. In the determination of the non-BSPS-party districts still take the decision in a subjective manner, so that fact shows that there are many underprivileged communities that are not listed as one of the recipients of the program. This research is conducted to assist Decision-Making in determining the Accuracy of the acceptance program of BSPS against the House is Not Livable (RTLH) so right on target with the help of the implementation of the system using the method of Weighted Product. The method of Weighted Product using the technique of multiplication to connect the rating attribute, then the rating attribute to the power with the weight of attributes is concerned, the weights and the criteria are adjusted to the terms that have been assigned to the Office of Housing and residential areas in Agam Regency. There are 10 main criteria and 20 test data that will be if in doing the calculations. The results of data processing gives the value of the weight on each criteria and then performed the ranking to get the help of a Decent Home. The implementation of this system-based website by using PHP programming language and MySQL as the database. The results of the testing of this method obtained the highest score that is 0.059 of an alternative to the 19 which is Junaidi. Then do a comparison with manual calculation with the system that made and get the same results with 100% accuracy rate and is expressed accurately. A Decision Support system that can be applied to determine priority recipients of the program BSPS obtained from the results of the accuracy of the data and thus can assist the District in making decisions accurately and objectively.
Implementation of BERTopic for Topic Modeling Analysis of the Free Nutritious Meal Program Based on YouTube Comments Wahyuni, Widya; Lestari, Tri Putri; Apriliana, Milla; Gumelta, Riyang
Journal of Applied Informatics and Computing Vol. 9 No. 4 (2025): August 2025
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v9i4.9754

Abstract

The Free Nutritious Meal Program (Makan Bergizi Gratis), represents a significant national effort aimed at mitigating stunting rates in Indonesia, having commenced its operations in January 2025. As the program progressed, public sentiment towards it evolved, resulting in a diverse array of opinions that were extensively debated on various social media platforms, notably YouTube. This study was conducted with the objective of examining the perceptions of the public regarding Makan Bergizi Gratis through a topic modeling methodology employing the BERTopic approach, which analyzed 19,843 comments from YouTube. The analytical framework entailed several stages, including data preprocessing, sentence-based embedding representation, dimensionality reduction via UMAP, clustering through HDBSCAN, and topic interpretation grounded in c-TF-IDF. The findings indicate that public commentary is categorizable into ten primary themes, encompassing issues such as the involvement of political figures, concerns over budget transparency, the program's educational benefits, and the need for equitable access in underserved regions. Evaluation results show that BERTopic outperformed the traditional LDA model, with a coherence score of 0.46 compared to 0.39 and topic diversity of 76 percent compared to 71 percent. This analysis reveals that public perception of Makan Bergizi Gratis is multifaceted, shaped by social experience, political context, and economic expectations. These insights may serve as a valuable foundation for a more comprehensive understanding of public opinion, thereby supporting more targeted and responsive policy development.
Co-Authors Gumelta, Riyang Tri Putri Lestari, Tri Putri Widya Wahyuni