The Determination of Development Priorities Road Infrastructure at “Dinas Pekerjaaan Umum dan Penataan Ruang Kabupaten Balangan” Using AHP and Bayes Methods

Authors

  • Haderiansyah Haderiansyah Institut Teknologi Sapta Mandiri
  • Deni Mahdiana Universitas Budi Luhur
  • Ade Davy Wiranata Universitas Muhammadiyah Prof. Dr. HAMKA
  • Mirza Sutrisno Universitas Muhammadiyah Jakarta
(*) Corresponding Author

DOI:

https://doi.org/10.34288/jri.v5i3.233

Keywords:

Analytic Hierarchy Process (AHP), Bayes Method, Decision Support System

Abstract

The construction industry is a significant part of the gross domestic product of any country, and its success can lead to the long-term economic and social development of lives in general. Many studies have found a positive link between public infrastructure and the economy. Infrastructure investment directly affects economic growth. Well-designed infrastructure will have long-term financial benefits. The Ministry of Public Works and Housing (Pekerjaan Umum dan Perumahan Rakyat / PUPR) has played an essential role in strengthening the monitoring and evaluation of the implementation of infrastructure development by local authorities, including making the right policies in determining infrastructure development priorities. The Analytical Hierarchy Process (AHP) and Bayes method were used in this study. First, we used AHP to derive independent weights for criteria. Then, we determined the closeness between priorities to produce a sequence of infrastructure development priorities. Based on the results, using Analytical Hierarchy Process (AHP) and Bayes Method showed that Lampihong-Panaitan, Halong-Tabuan, and Bihara-Tariwin roads are Priorities for development. Then the Wangkili-Pudak road, and finally, the Awayan-Bihara. Decision support systems using the AHP and Bayes methods can determine priorities for road infrastructure development at the Office of Public Works and Public Housing in Balangan Regency.

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Author Biographies

Haderiansyah Haderiansyah, Institut Teknologi Sapta Mandiri

Program Studi Teknologi Informasi

Deni Mahdiana, Universitas Budi Luhur

Program Studi Magister Ilmu Komputer

Ade Davy Wiranata, Universitas Muhammadiyah Prof. Dr. HAMKA

Program Studi Teknik Informatika

Mirza Sutrisno, Universitas Muhammadiyah Jakarta

Program Studi Teknik Informatika

References

Arango, E., Santamaria, M., Nogal, M., Sousa, H. S., & Matos, J. C. (2022). Flood Risk Assessment for Road Infrastructures Using Bayesian Networks: Case Study of Santarem - Portugal. Acta Polytechnica CTU Proceedings, 36, 33–46. https://doi.org/10.14311/APP.2022.36.0033

Belay, S., Goedert, J., Woldesenbet, A., & Rokooei, S. (2022). AHP-based multi-criteria decision analysis of success factors to enhance decision-making in infrastructure construction projects. Cogent Engineering, 9(1). https://doi.org/10.1080/23311916.2022.2043996

Chen, C. Y., & Huang, J. J. (2023). Integrating Dynamic Bayesian Networks and Analytic Hierarchy Process for Time-Dependent Multi-Criteria Decision-Making. Mathematics, 11(10). https://doi.org/10.3390/math11102362

Endi Pratista, W., & Gde Ariastita, P. (2013). Penentuan Infrastruktur Prioritas Di Wilayah Pinggiran Kota Yogyakarta. Jurnal Teknik ITS, 2(2), 178–182. Retrieved from https://ejurnal.its.ac.id/index.php/teknik/article/view/3920

Kartikasari, D., Sitorus, S. R. P., & Soma, S. (2017). Analisis Jaringan Jalan Dan Arahan Prioritas Penanganannya Di Kabupaten Purworejo, Provinsi Jawa Tengah (IPB University). Retrieved from http://repository.ipb.ac.id/handle/123456789/85243

Marimin, M. (2004). Teknik dan Aplikasi Pengambilan Keputusan Kriteria Majemuk. https://doi.org/10.13140/RG.2.1.3743.2800

Mimović, P., Stanković, J., & Milić, V. J. (2015). Decision-making under uncertainty - The integrated approach of the AHP and Bayesian analysis. Economic Research-Ekonomska Istrazivanja , 28(1), 868–878. https://doi.org/10.1080/1331677X.2015.1092309

Nugraha, A. T., Prayitno, G., Situmorang, M. E., & Nasution, A. (2020). The role of infrastructure in economic growth and income inequality in Indonesia. Economics and Sociology, 13(1), 102–115. https://doi.org/10.14254/2071-789X.2020/13-1/7

Pratiwi, H. (2016). Buku Ajar : Sistem Pendukung Keputusan (1st ed.). Yogyakarta: Deepublish.

Sarvari, H., Chan, D. W. M., Alaeos, A. K. F., Olawumi, T. O., & Abdalridah Aldaud, A. A. (2021). Critical success factors for managing construction small and medium-sized enterprises in developing countries of Middle East: Evidence from Iranian construction enterprises. Journal of Building Engineering, 43(May), 103152. https://doi.org/10.1016/j.jobe.2021.103152

Shyamprasad, V., & Kousalya, P. (2020). Role of Consistency and Random Index in Analytic Hierarchy Process—A New Measure. Numerical Optimization in Engineering and Sciences. Advances in Intelligent Systems and Computing, 979, 233–239.

Sigalingging, H., Handiwidjojo, W., & Oslan, Y. (2013). Implementasi Metode Naïve Bayes Untukpengkategorian Calon Peserta KKN Studi Kasus : Calon Peserta KKN Universitas Kristen Duta Wacana. Jurnal EKSIS, 6(1), 16–26. Retrieved from https://ti.ukdw.ac.id/ojs/index.php/eksis/article/view/346

Srinivasu, B., & Srinivasa Rao, P. (2013). Infrastructure Development and Economic growth: Prospects and Perspective. Journal of Business Management & Social Sciences Research, 2(1), 2319–5614.

Sulistyowati, D., & Wibowo, P. (2022). Infrastructure Spending in the Characteristics of the Regions: Towards the Achievement of Sustainable Development Goals. The Indonesian Journal of Accounting Research, 25(03), 319–358. https://doi.org/10.33312/ijar.622

Sutrisno, M., & Budiyanto, U. (2019). Intelligent System for Recommending Study Level in English Language Course Using CBR Method. 2019 6th International Conference on Electrical Engineering, Computer Science and Informatics (EECSI), 153–158. https://doi.org/10.23919/EECSI48112.2019.8977047

Taherdoost, H. (2018). Decision Making Using the Analytic Hierarchy Process (AHP); Step by Step Approach. International Journal of Economics and Management Systems, (February).

Tonny, J., & Wulan, P. (2020). Determining priority infrastructure provision for supporting agrotourism development using AHP method. IOP Conference Series: Materials Science and Engineering, 830(2). https://doi.org/10.1088/1757-899X/830/2/022036

Warsilan, W., & Noor, A. (2015). Peranan Infrastruktur terhadap Pertumbuhan Ekonomi dan Implikasi pada Kebijakan Pembangunan di Kota Samarinda. MIMBAR, 31(2), 359–366. https://doi.org/https://doi.org/10.29313/mimbar.v31i2.1444

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Published

2023-06-23

How to Cite

Haderiansyah, H., Mahdiana, D., Wiranata, A. D., & Sutrisno, M. (2023). The Determination of Development Priorities Road Infrastructure at “Dinas Pekerjaaan Umum dan Penataan Ruang Kabupaten Balangan” Using AHP and Bayes Methods. Jurnal Riset Informatika, 5(3), 393–400. https://doi.org/10.34288/jri.v5i3.233

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