Employing Fuzzy AHP in Modeling a Decision Support System for Determining Scholarship Recipients within the University Context

Mundzir Mundzir, Riski Zulkarnain, Richki Hardi

Abstract


In the realm of university scholarship programs, the process of selecting deserving recipients presents a complex decision-making challenge. This study explores the integration of Fuzzy Analytical Hierarchy Process (AHP) into the modeling of a Decision Support System (DSS) aimed at facilitating the determination of scholarship awardees. The utilization of Fuzzy AHP enables a more comprehensive and nuanced evaluation of candidates by accommodating uncertainties and imprecisions inherent in the decision-making process. This research investigates the application of Fuzzy AHP within the specific context of university scholarship recipient selection. The proposed DSS framework not only enhances the objectivity and transparency of the decision-making process but also contributes to the optimization of resource allocation and the identification of candidates best aligned with the scholarship's objectives. By employing Fuzzy AHP in this decision-support context, universities can effectively address the intricate considerations involved in awarding scholarships, thereby promoting fairness and increasing the likelihood of rewarding the most deserving individuals.

Keywords


Fuzzy AHP, Decision Support System, Scholarship Recipients, Selection Process

Full Text:

PDF

References


J. F. Rusdi, A. Nurhayati, H. Gusdevi, M. I. Fathulloh, A. Priyono, and R. Hardi, “IoT-based Covid-19 Patient Service Robot Design,” in 3rd International Conference on Cybernetics and Intelligent Systems, ICORIS 2021, 2021. doi: 10.1109/ICORIS52787.2021.9649461.

J. F. Rusdi, N. A. Abu, S. Salam, H. Gusdevi, R. Hardi, and D. G. Nugraha, “An international tourist behaviour on mobile smartphone usage,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106824.

R. Hardi, “The Use Of Tsp For The Application Of Pos Indonesia Delivery Service,” VFAST Transactions on Software Engineering, vol. 7, no. 1, 2015, doi: 10.21015/vtse.v7i1.339.

R. Hardi, N. Suryana, N. C. Pee, A. S. Pribadi, J. F. Rusdi, and A. Junaidi, “The Object Tracking System at the Service Delivery Center of the Traveling Salesperson Problem Method,” in Journal of Physics: Conference Series, 2021. doi: 10.1088/1742-6596/1807/1/012034.

R. Hardi, “Genetic algorithm in solving the TSP on these mineral water,” in 2015 International Seminar on Intelligent Technology and Its Applications, ISITIA 2015 - Proceeding, 2015. doi: 10.1109/ISITIA.2015.7220008.

R. Hardi, A. N. C. Pee, M. H. L. Bin Abdullah, V. A. Pitogo, A. S. Pribadi, and J. F. Rusdi, “Academic Smart Chatbot to Support Emerging Artificial Intelligence Conversation,” in 2022 International Conference of Science and Information Technology in Smart Administration, ICSINTESA 2022, 2022. doi: 10.1109/ICSINTESA56431.2022.10041632.

Y. Hendriana and R. Hardi, “Remote control system as serial communications mobile using a microcontroller,” in 2016 International Conference on Information Technology Systems and Innovation, ICITSI 2016 - Proceedings, 2017. doi: 10.1109/ICITSI.2016.7858212.

Gunawan, Y. Servanda, N. Bin Idris, R. Hardi, and J. F. Rusdi, “The effectiveness of teaching technology in the era of the COVID 19 pandemic through virtual classroom learning activities using telegram media,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106812.

J. Febrian Rusdi et al., “ICT Research in Indonesia,” 2019.

A. Junaidi, I. Kresna A, and R. Hardi, “Analysis of Community Response to Disasters through Twitter Social Media,” in Journal of Physics: Conference Series, 2021. doi: 10.1088/1742-6596/1807/1/012033.

A. S. Pribadi, R. Hardi, Suhartati, R. Kusdyawati, and Sumardi, “ICT Academy at the University,” in Journal of Physics: Conference Series, 2021. doi: 10.1088/1742-6596/1807/1/012036.

M. Ula, Mursyidah, Y. Hendriana, and R. Hardi, “An expert system for early diagnose of vitamins and minerals deficiency on the body,” in 2016 International Conference on Information Technology Systems and Innovation, ICITSI 2016 - Proceedings, 2017. doi: 10.1109/ICITSI.2016.7858225.

B. Sunaryo et al., “Mapping Mining Potential Using WebGIS,” SciTech Framework, vol. 1, no. 1, 2019.

Sumardi, Suhartati, N. Setiawan, R. Hardi, and Hanafi, “Improving academic creativity and community using Google Apps for education to construct a virtual team,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106813.

R. Hardi, Suprijadi, R. Kusdyawati, and A. Noertjahyana, “Improve educational marketing strategy through use of digital marketing technology,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106821.

Hanafi et al., “Handling Sparse Rating Matrix for E-commerce Recommender System Using Hybrid Deep Learning Based on LSTM, SDAE and Latent Factor,” International Journal of Intelligent Engineering and Systems, vol. 15, no. 2, 2022, doi: 10.22266/ijies2022.0430.35.

Vidy, R. Hardi, Yamani, and W. N. Alimyaningtias, “The use of e-learning to increase student innovation in technopreneurship,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106994.

R. Hardi, A. N. C. Pee, and M. H. L. Abdullah, “Enhanced chatbot security framework using MAC address authentication to improve customer service quality,” in AIP Conference Proceedings, 2022. doi: 10.1063/5.0106784.

Gunawan, Sumardi, R. Hardi, Suprijadi, and Y. Servanda, “Integration of Academic Mobile Applications at University,” in Journal of Physics: Conference Series, 2021. doi: 10.1088/1742-6596/1807/1/012035.

Hanafi, A. H. Muhammad, I. Verawati, and R. Hardi, “An Intrusion Detection System Using SDAE to Enhance Dimensional Reduction in Machine Learning,” International Journal on Informatics Visualization, vol. 6, no. 2, 2022, doi: 10.30630/joiv.6.2.990.

R. Hardi, A. Naim Che Pee, and N. Suryana Herman, “Enhanced Security Framework On Chatbot Using Mac Address Authentication To Customer Service Quality,” INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH, vol. 9, no. 10, 2020.




DOI: https://doi.org/10.29103/jsm.v1i2.12586

Article Metrics

 Abstract Views : 88 times
 PDF Downloaded : 3 times

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

INDEXED BY:

 

OFFICE:

Gedung Fakultas Ilmu Sosial dan Ilmu Politik Universitas Malikussaleh. Kampus Bukit Indah Jln. Sumatera No.8, Kec. Muara Satu Kota Lhokseumawe, Prov. Aceh, Indonesia. email: jsm.fisipol@unimal.ac.id

 

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

free web stats
View My Stats