A VIKOR-Based Decision Support System for Prioritizing Public Facility Improvements in Malang City with Geotagging Integration

Authors

  • Mokhamad Amin Hariyadi UIN Maulana Malik Ibrahim Malang
  • Juniardi Nur Fadila University Teknologi Malaysia (UTM) https://orcid.org/0000-0002-5965-9243
  • Sri Harini UIN Maulana Malik Ibrahim, Malang
  • Muhammad Andryan Wahyu Saputra UIN Maulana Malik Ibrahim, Malang

DOI:

https://doi.org/10.26594/register.v10i2.4237

Keywords:

Public Facilities, Decision Support System, VIKOR, Improvement Priority, Geotagging

Abstract

Public facilities play a crucial role in driving economic growth and development. Nevertheless, the dearth of public information concerning facility enhancements fosters a sense of public distrust towards the government. Additionally, numerous facilities, which should be prioritized for improvement, have not received adequate attention. In contrast to several prior studies, the present study encompasses a broader scope and incorporates geotagging techniques to precisely identify the location of complaints and determine the optimal route to reach them. Moreover, an analysis process utilizing the VIKOR method has been devised to assess the priority of public facility improvements. This method yielded an accuracy rate of 89,7%, signifying a commendable level of precision and a 16% increase in accuracy based on confusion matrix method compared to previous studies. Through user usability testing, it was determined that the majority of users agreed that this system can facilitate public reporting, enable progress monitoring of public facility improvements, and aid in prioritizing such improvements.

References

A. K. Sarangi and R. P. Pradhan, "ICT infrastructure and economic growth: a critical assessment and some policy implications," DECISION, vol. 47, no. 4, 2020, doi: 10.1007/s40622-020-00263-5.

X. Du, H. Zhang, and Y. Han, "How Does New Infrastructure Investment Affect Economic Growth Quality? Empirical Evidence from China," Sustainability (Switzerland), vol. 14, no. 6, 2022, doi: 10.3390/su14063511.

A. Hauashdh, J. Jailani, I. Abdul Rahman, and N. AL-fadhali, "Building maintenance practices in Malaysia: a systematic review of issues, effects and the way forward," 2020. doi: 10.1108/IJBPA-10-2019-0093.

S. G. Mong, S. F. Mohamed, and M. S. Misnan, "Current issues and barriers of maintenance management practices for public facilities in Malaysia," Int J Eng Adv Technol, vol. 8, no. 5, 2019, doi: 10.35940/ijeat.E1017.0585C19.

L. P. Huai and Z. A. Akasah, "A Proposed Standard Design of Solar Street Light System Towards Energy Efficiency Development for Managing Facility Planning," in Proceedings of 2019 8th International Conference on Industrial Technology and Management, ICITM 2019, 2019. doi: 10.1109/ICITM.2019.8710687.

H. Zhao, Y. Ge, and J. Zhang, "Evaluation on the implementation effect of public participation in the decision-making of NIMBY facilities," PLoS One, vol. 17, no. 2 February, 2022, doi: 10.1371/journal.pone.0263842.

Z. Luo, J. Li, Z. Wu, S. Li, and G. Bi, "Investigating the Driving Factors of Public Participation in Public-Private Partnership (PPP) Projects—A Case Study of China," Int J Environ Res Public Health, vol. 19, no. 9, 2022, doi: 10.3390/ijerph19095192.

Y. Bai, Q. Hu, S. H. Seo, K. Kang, and J. J. Lee, "Public Participation Consortium Blockchain for Smart City Governance," IEEE Internet Things J, vol. 9, no. 3, 2022, doi: 10.1109/JIOT.2021.3091151.

M. Tavana, M. Soltanifar, and F. J. Santos-Arteaga, "Analytical hierarchy process: revolution and evolution," Ann Oper Res, vol. 326, no. 2, SI, pp. 879–907, Jul. 2023, doi: 10.1007/s10479-021-04432-2.

Y. Ramdhani, R. T. Prasetio, and D. P. Alamsyah, "Decision Support System Application with Survey 360 Degree Feedback," in 3RD INTERNATIONAL CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS (ICORIS 2021), 345 E 47TH ST, NEW YORK, NY 10017 USA: IEEE, 2021, pp. 448–452. doi: 10.1109/ICORIS52787.2021.9649489.

S. Ghasemi, A. Darwesh, and J. Moshtagh, "Critical loads restoration of distribution networks after blackout by microgrids to improve network resiliency," Electrical Engineering, vol. 105, no. 5, 2023, doi: 10.1007/s00202-023-01832-4.

C. Jana, A. Mohamadghasemi, M. Pal, and L. Martinez, "An improvement to the interval type-2 fuzzy VIKOR method," Knowl Based Syst, vol. 280, Nov. 2023, doi: 10.1016/j.knosys.2023.111055.

A. Hashemi, M. B. Dowlatshahi, and H. Nezamabadi-pour, "VMFS: A VIKOR-based multi-target feature selection," Expert Syst Appl, vol. 182, Nov. 2021, doi: 10.1016/j.eswa.2021.115224.

W. Yang and Y. Wu, "A New Improvement Method to Avoid Rank Reversal in VIKOR," IEEE Access, vol. 8, 2020, doi: 10.1109/ACCESS.2020.2969681.

B. Bera, P. K. Shit, N. Sengupta, S. Saha, and S. Bhattacharjee, "Susceptibility of deforestation hotspots in Terai-Dooars belt of Himalayan Foothills: A comparative analysis of VIKOR and TOPSIS models," Journal of King Saud University - Computer and Information Sciences, vol. 34, no. 10, 2022, doi: 10.1016/j.jksuci.2021.10.005.

I. Irvanizam, N. Azzahra, I. Nadhira, Z. Zulfan, M. Subianto, and I. Syahrini, "Multiple Criteria Decision Making Based on VIKOR for Productive Economic Endeavors Distribution Problem," in 2021 6th International Conference on Informatics and Computing, ICIC 2021, 2021. doi: 10.1109/ICIC54025.2021.9632890.

H. S. Tooranloo and A. S. Ayatollah, "Neutrosophic VIKOR approach for multi-attribute group decision-making," OPERATIONS RESEARCH AND DECISIONS, vol. 34, no. 2, pp. 121–134, 2024, doi: 10.37190/ord240208.

X. Wang and X. Wang, "An Extended VIKOR Method for the Multiple Attribute Decision Making Problems Based on Interval Neutrosophic Set," in Proceedings of 2019 IEEE 4th Advanced Information Technology, Electronic and Automation Control Conference, IAEAC 2019, 2019. doi: 10.1109/IAEAC47372.2019.8997691.

M. J. Khan, P. Kumam, and W. Kumam, "Theoretical justifications for the empirically successful VIKOR approach to multi-criteria decision making," Soft comput, vol. 25, no. 12, 2021, doi: 10.1007/s00500-020-05548-6.

H. Taherdoost and M. Madanchian, "An Effective Compromising Ranking Technique for Decision Making," Macro Management & Public Policies, vol. 5, no. 2, 2023, doi: 10.30564/mmpp.v5i2.5578.

B. Huang and K. M. Carley, "A large-scale empirical study of geotagging behavior on twitter," in Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, 2019. doi: 10.1145/3341161.3342870.

S. R. Müller et al., "Analyzing GPS Data for Psychological Research: A Tutorial," Adv Methods Pract Psychol Sci, vol. 5, no. 2, 2022, doi: 10.1177/25152459221082680.

G. Iadarola, D. Disha, A. De Santis, S. Spinsante, and E. Gambi, "Global Positioning System measurements: Comparison of IoT wearable devices," in 2022 IEEE 9th International Workshop on Metrology for AeroSpace, MetroAeroSpace 2022 - Proceedings, 2022. doi: 10.1109/MetroAeroSpace54187.2022.9855994.

D. Ferguson, S. White, R. Rast, and E. Holeman, "The Case for Global Positioning System Arcing and High Satellite Arc Rates," IEEE Transactions on Plasma Science, vol. 47, no. 8, 2019, doi: 10.1109/TPS.2019.2922556.

T. A. Carstensen and H. Skov-petersen, "GPS Tracking Data on Marginalised Citizens' Spatial Patterns: Towards Inclusive Urban Planning," Urban Plan, vol. 8, no. 2, 2023, doi: 10.17645/up.v8i2.6524.

P. He, J. A. Klarevas-Irby, D. Papageorgiou, C. Christensen, E. D. Strauss, and D. R. Farine, "A guide to sampling design for GPS-based studies of animal societies," Methods Ecol Evol, vol. 14, no. 8, 2023, doi: 10.1111/2041-210X.13999.

A. Cullen, M. K. A. Mazhar, M. D. Smith, F. E. Lithander, M. Breasail, and E. J. Henderson, "Wearable and Portable GPS Solutions for Monitoring Mobility in Dementia: A Systematic Review," Sensors, vol. 22, no. 9, 2022, doi: 10.3390/s22093336.

C. Kahraman and I. Otay, "Extension of VIKOR Method Using Circular Intuitionistic Fuzzy Sets," in Lecture Notes in Networks and Systems, 2022. doi: 10.1007/978-3-030-85577-2_6.

D. Krstinic, A. K. Skelin, I. Slapnicar, and M. Braovic, "Multi-Label Confusion Tensor," IEEE Access, vol. 12, 2024, doi: 10.1109/ACCESS.2024.3353050.

H. U. Khan, F. Ali, M. Sohail, S. Nazir, and M. Arif, "Decision making for selection of smart vehicle transportation system using VIKOR approach," Int J Data Sci Anal, 2024, doi: 10.1007/s41060-024-00537-6.

Downloads

Published

2024-08-30

How to Cite

[1]
M. A. Hariyadi, J. N. Fadila, S. Harini, and M. A. W. Saputra, “A VIKOR-Based Decision Support System for Prioritizing Public Facility Improvements in Malang City with Geotagging Integration”, Register: Jurnal Ilmiah Teknologi Sistem Informasi, vol. 10, no. 2, pp. 102–115, Aug. 2024.