Analysis of Application of the SAW, WP and TOPSIS Methods in Decision Support System Determining Scholarship Recipients at University

Marbun, Murni; Zarlis, Muhammad; Nasution, Zulkifli

doi:10.1088/1742-6596/1830/1/012018

Cited by 5 publications

(4 citation statements)

References 2 publications

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“…Their study identifies the most suitable 27 candidates for the the scholarship. On a similar problem, Marbun et al (2018), consider only four criteria for scholarship selection in Indonesia. They use SAW, WP, and TOPSIS methods on a case.…”

Section: Literature Review For the Suggested Methodsmentioning

confidence: 99%

Scholarship recipient selection for higher education with AHP, SAW and TOPSIS

ARSLANTAŞ,

GÜMÜŞ,

ÖZDER

2023

Journal of Turkish Operations Management

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Higher education students need financial support from various sources to meet their needs throughout their education life. Besides non-profit organizations and governmental authorities, public charities also provide scholarship to these students who have financial difficulties. These institutions provide scholarship to a number of students chosen from a pool of applicants based on various criteria. This study develops a model for selecting the most suitable higher-education students among the ones applying for a scholarship at a public charity organization. The organization takes applications on an annual basis. A total of eight selection criteria are determined based on literature review and expert opinions. Multi criteria decision making methods of AHP, SAW and TOPSIS are employed together to identify scholarship recipients. AHP is used to weigh the selection criteria. Ranking of applicants is achieved by SAW and TOPSIS. The opinions of the members of the organization’s board of directors are used throughout the study. The proposed model provides a means for a time-efficient and more objective selection of scholarship recipients.

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Section: Literature Review For the Suggested Methodsmentioning

confidence: 99%

Scholarship recipient selection for higher education with AHP, SAW and TOPSIS

ARSLANTAŞ,

GÜMÜŞ,

ÖZDER

2023

Journal of Turkish Operations Management

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“…Decision support system is an information application. A decision support can present information graphically and can include expert systems or artificial intelligence [19], [20].…”

Section: Decision Support Systemmentioning

confidence: 99%

Implementation Deep Learning Method On Decision Support System For Smart Indonesia Card Scholarship At University Of KH. Bahaudin Mudhary Madura

Mohammad Iqbal Bachtiar,

Rachmad Hidayat

2023

Technium

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Scholarships are financial aid or funds awarded to individuals or groups to support education, research, or other academic development. There are many types of scholarships such as academic achievement scholarships, non-academic achievement scholarships, financial scholarships, and others. College scholarships are financial aid or funds provided to students to assist them in their pursuit of higher education. Scholarships in tertiary institutions can be full such as smart card scholarships or partial such as free tuition scholarships, and the aim is to encourage wider access to education and help students who are talented but face financial constraints in pursuing their education. At the University of KH. Bahaudin Mudhary Madura for scholarship applicants there are very many, there are hundreds or even nearly thousands of students who register, especially on the smart Indonesian card scholarship and this also requires very fast time and a good level of accuracy in decision making. Therefore, it requires a decision support system. In this study, the deep learning method was applied to a decision support system with a loss of 1.43%, an accuracy rate of 98.57% and a system runtime of 77ms/step.

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“…However, there are still many obstacles in its implementation, so the distribution of scholarships is often not right on target. This is because the selection of scholarship recipients still uses the manual method has not used a system or way to assist in making decisions, so it takes a long time in the decision-making process [2,3].…”

Section: Introductionmentioning

confidence: 99%

Analysis Of Decision Support Systems for Candidate Selection Scholarship Recipients Using TOPSIS Method

Sani¹,

Aisyah²,

Rachmawati³

et al. 2022

Proceedings of the 2nd International Conference on Law, Social Science, Economics, and Education, ICLSSEE 2022, 16 April 2022,

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The high cost of completing education is one of the problems that exist in Indonesia. In order to solve this issue, one of the things that can be done is to provide scholarship assistance to students who excel or are less able. In every educational institution, especially in high school (SMA), there are many scholarships offered to students who excel and less fortunate students. With so many students who want to get these scholarships, a decision support system is needed to receive scholarships as expected. The current manual system can be inaccurate, considering that several criteria must be carefully considered. The average value of report cards, behavior, attendance, the amount of parental income, and the number of dependents of parents are all criteria that must be considered when evaluating prospective scholarship recipients. This study uses the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method to select scholarship recipients. The objectives of this study are how to develop a Decision Support System model with the TOPSIS methods for determining exemplary student for scholarship.

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Analysis of Application of the SAW, WP and TOPSIS Methods in Decision Support System Determining Scholarship Recipients at University

Cited by 5 publications

References 2 publications

Scholarship recipient selection for higher education with AHP, SAW and TOPSIS

Scholarship recipient selection for higher education with AHP, SAW and TOPSIS

Implementation Deep Learning Method On Decision Support System For Smart Indonesia Card Scholarship At University Of KH. Bahaudin Mudhary Madura

Analysis Of Decision Support Systems for Candidate Selection Scholarship Recipients Using TOPSIS Method

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