Uji Sensitivitas Metode Aras Dengan Pendekatan Metode Pembobotan Kriteria Sahnnon Entropy Dan Swara Pada Penyeleksian Calon Karyawan
DOI:
https://doi.org/10.31961/eltikom.v4i2.194Keywords:
uji sensitivitas, shannon entropy, SWARA, ARASAbstract
Penelitian ini melakukan uji sensitivitas metode Additive Ratio Assessment (ARAS) pada penyeleksian calon karyawan dengan pendekatan pembobotan kriteria menggunakan metode Shannon Entropy dan metode Stepwise Weight Assessment Ratio Analysis (SWARA) yang bertujuan untuk mengukur seberapa sensitif metode ini jika diterapkan pada sebuah kasus pengambilan keputusan. Data yang digunakan ialah data penyeleksian calon karyawan. Uji Sentitivitas pada penelitian ini digunakan untuk mengetahui metode yang lebih sensitif saat diterapkan pada suatu kasus. Metode perangkingan menggunakan ARAS karena metode perangkingan ini memiliki fungsi utilitas dan nilai optimalisasi. Metode Shannon Entropy bobot kriteria diperoleh berdasarkan perhitungan data alternatif penyeleksian karyawan, sedangkan metode SWARA bobot kriteria diperoleh dari pakar atau si pengambil keputusan. Hasil penelitian ini menunjukkan bahwa metode yang paling sensitif dengan kasus penyeleksian calon karyawan adalah metode SWARA-ARAS yang pemberian bobotnya berdasarkan pakar atau si pengambil keputusan dengan hasil sebesar 91,24203% lebih tinggi dibandingkan metode Shannon Entropy-ARAS yang hasil sebesar 74,75263%.
Downloads
Download data is not yet available.
References
N. Hermaduanti and S. Kusumadewi, “Sistem Pendukung Keputusan Berbasis Sms Untuk Menentukan Status Gizi Dengan Metode K- Nearest Neighbor,†Semin. Nas. Apl. Teknol. Inf. ISSN 1907-5022, no. Juni, pp. 49–56, 2008.
E. Turban, J. Aronson, and T. Llang, Decision Support Systems and Intelligent Systems. Yogyakarta: Andi, 2005.
C. H. Yeh, “A Problem-based Selection of Multi-attribute Decision-making Methods,†Int. Trans. Oper. Res., vol. 9, no. 2, pp. 169–181, 2002, doi: 10.1111/1475-3995.00348.
E. Triantaphyllou, “A Sensitivity Analysis Approach for MCDM Methods,†pp. 131–175, 2000, doi: 10.1007/978-1-4757-3157-6_8.
E. K. Zavadskas and Z. Turskis, “A new additive ratio assessment (ARAS) method in multicriteria decision-making,†Technol. Econ. Dev. Econ., vol. 16, no. 2, pp. 159–172, 2010, doi: 10.3846/tede.2010.10.
D. S. W. Lubis and E. Murlisah, “Sistem Pendukung Keputusan Pemilihan Guru Terbaik Menggunakan Metode Additive Ratio Assessment ( ARAS ),†Sainteks, no. Januari, pp. 448–455, 2019.
R. Fachrizal, “Implementasi ARAS ( Additive Ratio Assessment ) Dalam Pemilihan Kasir Terbaik Studi Kasus Outlet Cardinal Store Plaza Medan Fair,†Sainteks, no. Januari, pp. 501–510, 2019.
A. Aytekin et al., “Analyzing Financial Performance of Insurance Companies Traded In BIST via Fuzzy Shannon’s Entropy Based Fuzzy TOPSIS Methodology,†J. Oper. Res. Stat. Alphanumeric J. Alphanumeric J., vol. 5, no. 1, pp. 71–84, 2017, doi: 10.17093/alphanumeric.323832.
F. H. Lotfi and R. Fallahnejad, “Imprecise shannon’s entropy and multi attribute decision making,†Entropy, vol. 12, pp. 53–62, 2010, doi: 10.3390/e12010053.
R. K. Mavi, M. Goh, and N. K. Mavi, “Supplier Selection with Shannon Entropy and Fuzzy TOPSIS in the Context of Supply Chain Risk Management,†Procedia - Soc. Behav. Sci., vol. 235, no. October, pp. 216–225, 2016, doi: 10.1016/j.sbspro.2016.11.017.
E. Ebrahimi, M. R. Fathi, and H. R. Irani, “A new hybrid method based on fuzzy Shannon’s Entropy and fuzzy COPRAS for CRM performance evaluation (Case: Mellat Bank),†Iran. J. Manag. Stud., vol. 9, no. 2, pp. 333–358, 2016, doi: 10.22059/ijms.2016.56414.
S. Hashemkhani Zolfani, M. Yazdani, and E. K. Zavadskas, “An extended stepwise weight assessment ratio analysis (SWARA) method for improving criteria prioritization process,†Soft Comput., vol. 22, no. 22, pp. 7399–7405, 2018, doi: 10.1007/s00500-018-3092-2.
D. Stanujkic, D. Karabasevic, and E. K. Zavadskas, “A framework for the selection of a packaging design based on the SWARA method,†Eng. Econ., vol. 26, no. 2, pp. 181–187, 2015, doi: 10.5755/j01.ee.26.2.8820.
S. Hashemkhani Zolfani and M. Bahrami, “Investment prioritizing in high tech industries based on SWARA-COPRAS approach,†Technol. Econ. Dev. Econ., vol. 20, no. 3, pp. 534–553, 2014, doi: 10.3846/20294913.2014.881435.
D. Karabasevic, D. Stanujkic, and S. Urosevic, “The MCDM Model for Personnel Selection Based on SWARA and ARAS Methods,†Manag. - J. theory Pract. Manag., pp. 43–52, 2015, doi: 10.7595/management.fon.2015.0029.
V. KerÅ¡uliene, E. K. Zavadskas, and Z. Turskis, “Racionalaus ginÄu̧ sprendimo bÅ«do nustatymas taikant nauja̧ kriteriju̧ svoriu̧ nustatymo metoda̧, pagri̧sta̧ nuosekliu laipsniÅ¡ku poriniu kriteriju̧ santykinÄ—s svarbos lyginimu,†J. Bus. Econ. Manag., vol. 11, no. 2, pp. 243–258, 2010, doi: 10.3846/jbem.2010.12.
E. Turban, J. Aronson, and T. Llang, Decision Support Systems and Intelligent Systems. Yogyakarta: Andi, 2005.
C. H. Yeh, “A Problem-based Selection of Multi-attribute Decision-making Methods,†Int. Trans. Oper. Res., vol. 9, no. 2, pp. 169–181, 2002, doi: 10.1111/1475-3995.00348.
E. Triantaphyllou, “A Sensitivity Analysis Approach for MCDM Methods,†pp. 131–175, 2000, doi: 10.1007/978-1-4757-3157-6_8.
E. K. Zavadskas and Z. Turskis, “A new additive ratio assessment (ARAS) method in multicriteria decision-making,†Technol. Econ. Dev. Econ., vol. 16, no. 2, pp. 159–172, 2010, doi: 10.3846/tede.2010.10.
D. S. W. Lubis and E. Murlisah, “Sistem Pendukung Keputusan Pemilihan Guru Terbaik Menggunakan Metode Additive Ratio Assessment ( ARAS ),†Sainteks, no. Januari, pp. 448–455, 2019.
R. Fachrizal, “Implementasi ARAS ( Additive Ratio Assessment ) Dalam Pemilihan Kasir Terbaik Studi Kasus Outlet Cardinal Store Plaza Medan Fair,†Sainteks, no. Januari, pp. 501–510, 2019.
A. Aytekin et al., “Analyzing Financial Performance of Insurance Companies Traded In BIST via Fuzzy Shannon’s Entropy Based Fuzzy TOPSIS Methodology,†J. Oper. Res. Stat. Alphanumeric J. Alphanumeric J., vol. 5, no. 1, pp. 71–84, 2017, doi: 10.17093/alphanumeric.323832.
F. H. Lotfi and R. Fallahnejad, “Imprecise shannon’s entropy and multi attribute decision making,†Entropy, vol. 12, pp. 53–62, 2010, doi: 10.3390/e12010053.
R. K. Mavi, M. Goh, and N. K. Mavi, “Supplier Selection with Shannon Entropy and Fuzzy TOPSIS in the Context of Supply Chain Risk Management,†Procedia - Soc. Behav. Sci., vol. 235, no. October, pp. 216–225, 2016, doi: 10.1016/j.sbspro.2016.11.017.
E. Ebrahimi, M. R. Fathi, and H. R. Irani, “A new hybrid method based on fuzzy Shannon’s Entropy and fuzzy COPRAS for CRM performance evaluation (Case: Mellat Bank),†Iran. J. Manag. Stud., vol. 9, no. 2, pp. 333–358, 2016, doi: 10.22059/ijms.2016.56414.
S. Hashemkhani Zolfani, M. Yazdani, and E. K. Zavadskas, “An extended stepwise weight assessment ratio analysis (SWARA) method for improving criteria prioritization process,†Soft Comput., vol. 22, no. 22, pp. 7399–7405, 2018, doi: 10.1007/s00500-018-3092-2.
D. Stanujkic, D. Karabasevic, and E. K. Zavadskas, “A framework for the selection of a packaging design based on the SWARA method,†Eng. Econ., vol. 26, no. 2, pp. 181–187, 2015, doi: 10.5755/j01.ee.26.2.8820.
S. Hashemkhani Zolfani and M. Bahrami, “Investment prioritizing in high tech industries based on SWARA-COPRAS approach,†Technol. Econ. Dev. Econ., vol. 20, no. 3, pp. 534–553, 2014, doi: 10.3846/20294913.2014.881435.
D. Karabasevic, D. Stanujkic, and S. Urosevic, “The MCDM Model for Personnel Selection Based on SWARA and ARAS Methods,†Manag. - J. theory Pract. Manag., pp. 43–52, 2015, doi: 10.7595/management.fon.2015.0029.
V. KerÅ¡uliene, E. K. Zavadskas, and Z. Turskis, “Racionalaus ginÄu̧ sprendimo bÅ«do nustatymas taikant nauja̧ kriteriju̧ svoriu̧ nustatymo metoda̧, pagri̧sta̧ nuosekliu laipsniÅ¡ku poriniu kriteriju̧ santykinÄ—s svarbos lyginimu,†J. Bus. Econ. Manag., vol. 11, no. 2, pp. 243–258, 2010, doi: 10.3846/jbem.2010.12.
Downloads
Published
22-10-2020
How to Cite
[1]
Halimah, H. et al. 2020. Uji Sensitivitas Metode Aras Dengan Pendekatan Metode Pembobotan Kriteria Sahnnon Entropy Dan Swara Pada Penyeleksian Calon Karyawan. Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer. 4, 2 (Oct. 2020), 96–104. DOI:https://doi.org/10.31961/eltikom.v4i2.194.
Issue
Section
Articles
License
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work’s authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal’s published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.
