Implementation of Analytic Network Process Method on Decision Support System of Determination of Scholarship Recipient at House of Lazis Charity UNNES

Primana Oky Rahmanda, Riza Arifudin, Much Aziz Muslim

Abstract


The scholarship is one of the forms of giving/ rewarding funds to individuals or students to use for sustainability during their education. Scholarships are awarded as government or institutional efforts to ease the burden of students in meeting the need for increasingly expensive education costs. The mechanism for selecting scholarship recipients, the selection team of UNNES Charity House of Lazis still use the scoring of the scholarship scores manually based on the total sum of criteria assessment without considering the priority weighted value of each criterion. So that cause the disbursement of scholarship funds that are not on target. To solve the problem, it is necessary to apply a decision support system to help provide consideration of the award of the scholarship recipient. Decision support system used requires data as a guidance assessment in the form of data criteria and alternative data by implementing Analytic Network Process method. The ANP method is used to determine the criteria and alternate priority weight values and the results are rankings. The purpose of this research is to build and implement ANP method in decision support system of awarding of scholarship recipients. The criteria used include the work of parents, parent income, the amount/ grade of Single Tuition, grade point average cumulative. The results of this study indicate that the use of ANP method implementation can determine the scholarship recipients who declared feasible or not to receive the scholarship based on the ranking results of the priority weight of the alternative.


Keywords


Scholarship, Analytic Network Process Method, Decision Support System, Ranking.

Full Text:

PDF

References


Defiyanti, S., W.R. Nurul, & Jajuli, M. 2017. K-Medoid Algorithm in Clustering Student Scholarship Applicants. Scientific Journal of Informatics, 4(1): 27-33.

Murniasih, Erny. 2009. Buku Pintar Beasiswa. Jakarta: Gagas Media.

Halim, B. C., Alamsyah.., & Sugiman. 2016. Metode Fuzzy TOPSIS MADM Sebagai Alternatif Pengambilan Keputusan Menentukan Penerima Beasiswa PPA Berbasis Web. UNNES Journal of Mathematics, 5(1): 72-80.

Andriani, A. 2013. Sistem Pendukung Keputusan Berbasis Decission Tree Dalam Pemberian Beasiswa. SENTIKA. Yogyakarta: AMIK BSI.

Josaputri, C. A., Sugiharti, E., & Arifudin, R. 2016. Decision Support System for The Determination of Cattle with Superior Seeds using AHP and SAW Method. Scientific Journal of Informatics, 3(2): 21-30.

Setyawan, A., Arini, F. Y., & Akhlis, I. 2017. Comparative Analysis of Simple Additive Weighting Method and Weighted Product Method to New Employee Recruitment Decision Support System (DSS) at PT. Warta Media Nusantara. Scientific Journal of Informatics, 4(1): 34-42.

Rukmana, S. H., Muslim, M. A. 2016. Sistem Pendukung Keputusan Tender Proyek Menggunakan Metode Benefit Cost Ratio. Jurnal Sains & Teknologi, 5(2): 817-822.

Roviaji, R., & Muslim M.A. 2017. Pembuatan Sistem Informasi Gardu Induk PT. PLN (Persero) App Semarang Se-Kota. Prosiding Seminar Ilmu Komputer dan Teknologi Informasi. Samarinda: Universitas Mulawarman.

Pressman, R.S. 2001. Software Engineering. Online. Tersedia di http://www.resource.mitfiles.com/ [diakses 18-2-2017].

Nugroho, Z.A., & Arifudin R. 2014. Sistem Informasi Tracer Study Alumni Universitas Negeri Semarang Dengan Aplikasi Digital Maps. Scientific Journal of Informatics, 1(2): 154.

Destari, R. A. 2016. Sistem Ranking Pemanfaatan Susu Bayi Menggunakan Analytical Network Process (ANP). Jurnal Ilmiah SISFOTENIKA, 6(1): 56-67.

Putra, A.T. 2014. Pengembangan E-Lecture menggunakan Web Service Sikadu untuk Mendukung Perkuliahan di Universitas Negeri Semarang. Scientific Journal of Informatics, 1(2): 170.

Muslim, M.A. 2012. Pengembangan Sistem Informasi Jurusan Berbasis Web Untuk Meningkatkan Pelayanan Dan Akses Informasi. Jurnal MIPA, 35(1): 93

Purwinarko, A. 2014. Model Expertise Management System di Universitas Negeri Semarang. Scientific Journal of Informatics, 1(2): 178.

Mustaqbal, M.S., Firdaus F.S., & Rahmadi H. 2015. Pengujian Aplikasi Menggunakan Black Box Testing Boundary Value Analysis. JITTER, 1(3): 35.

Pungkasanti, P. T., & Handayani, T. 2017. Penerapan Analytic Network Process (ANP) Pada Sistem Pendukung Keputusan. JURNAL TRANSFORMATIKA, 14(2): 73-78.

Chang, Y. H., Wey, W. M., & Tseng H. Y. 2009. Using ANP Priorities with Goal Programming for Revitalization Strategies in Historic Transport: A Case Study of The Alishan Forest Railway. Expert System with Applications, 36(4): 8682-8690.

Rifan, S., Arini, F. Y., & Alamsyah. 2016. Implementasi Metode AHP-WP Pada Sistem Pendukung Keputusan Pemilihan Guru Teladan (Studi Kasus: Yayasan Abadiyah Kuryokalangan). UNNES Journal of Mathematics, 5(1): 64-71.

Wang, X., Liu, Z., & Cai, Y. 2015. A Rating Based Analytic Network Process (F-ANP) Model for Evaluation of Ship Maneuverability. Ocean Engineering, 106: 39-46.

Cheng, E. W. L., & Li, Heng. 2007. Application of ANP in Process Models: An Example of Strategic Partnering. Building and Environment. 42(1): 278-287.

Jung, U., & Seo, D. W. 2010. An ANP Approach for R&D Project Evaluation Based on Interdependencies Between Research Objectives and Evaluation Criteria. Decision Support Systems, 49(3): 335-342.

Saaty, T. L. 2004. Fundamentals of The Analytic Network Process Dependence and Feedback in Decision-Making with a Single Network. Journal of System Science and Systems Engineering, 13(2): 129-157.

Dubromelle, Y., Louati, T., Ounmar, F., & Pujo, P. 2010. AHP/ ANP A Decision Making Service in PROSIS Model. IFAC Proceedings Volumes, 43(4): 138-143.

Kne, A. ., & Bke, T. 2007. An Analytical Network Process (ANP) Evaluation of Alternative Fuels for Electricity Generation in Turkey. Energy Policy, 35(10): 5220-5228.

Chung, S. H., Lee, A. H. I., & Pearn W. L. 2005. Analytic Network Process (ANP) Approach for Product Mix Planning in Semiconductor Fabricator. International Journal of Production Economics, 96(1): 15-36.

Budiarti, S., & Widodo, A. 2013. Pengambilan Keputusan Multi-Kriteria Menggunakan Metode ANP (Analytic Network Process) Pada Evaluasi Supplier. Jurnal Mahasiswa Matematika, 1(4): 288-291.




DOI: https://doi.org/10.15294/sji.v4i2.11852

Refbacks

  • There are currently no refbacks.




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