An approach for teacher recruitment system using simple additive weighting and TOPSIS

Teacher is one big assets of an educational institution. Each of teacher has a difference educational background, degree, work skill and also has a different attitude and ethic that affect to their performance in classroom. Generally, an educational institution implement teacher recruitment system in order to fullfill teacher's vacancy and improve academic quality. In our observation, we found several limitation and the biggest one is subjectivity issue. This work proposed a model to reduce the number of subjectivity. In experiment phase we implement both Simple Additive Weighting and TOPSIS also using several criteria as follow: appearance, work experience, communication skill, educational background, general knowledge, etc. to calculate the value of deservation. The result, both Simple Additive Weighting and TOPSIS mostly shows the same solution and futher work we suggest to add more criteria and combine other method to eliminate subjectivity issue.

[1]  Andri Pranolo,et al.  Simple additive weighting method on intelligent agent for urban forest health monitoring , 2014, 2014 International Conference on Computer, Control, Informatics and Its Applications (IC3INA).

[2]  Yoenie Indrasary,et al.  Sistem Pendukung Keputusan Penerimaan Beasiswa Bidik Misi di POLIBAN dengan Metode SAW Berbasis Web , 2018 .

[3]  Irvanizam Irvanizam,et al.  Multiple attribute decision making with simple additive weighting approach for selecting the scholarship recipients at Syiah Kuala university , 2017, 2017 International Conference on Electrical Engineering and Informatics (ICELTICs).

[4]  Parag Chatterjee,et al.  Internet of Things and Decision Support System for eHealth - Applied to Cardiometabolic Diseases , 2017, 2017 International Conference on Machine Learning and Data Science (MLDS).

[5]  Yonghong Liu,et al.  The application of fuzzy theory in the evaluation and recruitment of university interpretation teachers , 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

[6]  Liberios Vokorokos,et al.  Overview of the handwriting processing for clinical decision support system , 2017, 2017 IEEE 14th International Scientific Conference on Informatics.

[7]  Ilham Fahmi.  PENGARUH KEPRIBADIAN DAN PERSEPSI KERJA GURU TERHADAP ORGANIZATIONAL CITIZENSHIP BEHAVIOR (OCB) GURU SMA NEGERI SE-KABUPATEN KARAWANG , 2017 .

[8]  Mohd. Sadiq,et al.  An integrated approach for the selection of software requirements using fuzzy AHP and fuzzy TOPSIS method , 2017, 2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT).

[9]  Stanislav A. Eroshenko,et al.  Intelligent model of decision support system of distributed generation integration , 2017, 2017 8th IEEE International Conference on Software Engineering and Service Science (ICSESS).

[10]  V. Robles-Bykbaev,et al.  A Recommender System Based on Data Mining Techniques to Support the Automatic Assignment of Courses to Teachers in Higher Education , 2017, 2017 International Conference on Information Systems and Computer Science (INCISCOS).

[11]  Liu Xiaoling,et al.  Fuzzy Comprehensive Evaluation Model in Work of Teacher Recruitment , 2010, 2010 First ACIS International Symposium on Cryptography, and Network Security, Data Mining and Knowledge Discovery, E-Commerce and Its Applications, and Embedded Systems.

[12]  Atul Negi,et al.  Teacher recruitment data analytics using association rule mining in Indian context , 2016, 2016 International Conference on Data Science and Engineering (ICDSE).

[13]  Chen-Tung Chen,et al.  Evaluating the service quality of hospital by using TOPSIS with interval type-2 fuzzy sets , 2017, 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY).

[14]  Wildan Budiawan Zulfikar,et al.  PERBANDINGAN NAIVE BAYES CLASSIFIER DENGAN NEAREST NEIGHBOR UNTUK IDENTIFIKASI PENYAKIT MATA , 2016 .

[15]  Agung Wahana,et al.  Implementation of association rules with apriori algorithm for increasing the quality of promotion , 2016, 2016 4th International Conference on Cyber and IT Service Management.

[16]  Khaerul Manaf.  IMPLEMENTASI SISTEM PAKAR DIAGNOSA KERUSAKAN PADA CANON NP6650XX MENGGUNAKAN METODA DEMPSTER SHAFER , 2016 .

[17]  Decision support system of model teacher selection using PROMETHEE method , 2017, 2017 International Conference on Innovative and Creative Information Technology (ICITech).

[18]  Muhammad Ali Ramdhani,et al.  Expert system for predicting the early pregnancy with disorders using artificial neural network , 2017, 2017 5th International Conference on Cyber and IT Service Management (CITSM).

[19]  S. Patimah.  PENGARUH REKRUTMEN DAN SELEKSI TERHADAP KINERJA KEPALA MADRASAH IBTIDAIYAH NEGERI (MIN) SEKOTA BANDAR LAMPUNG , 2015 .

[20]  Kadarsah Suryadi,et al.  Sistem Pendukung Keputusan : Suatu wacana Struktural Idealisasi dan Implementasi Konsep Pengambilan Keputusan , 2014 .

[21]  Hui Zhao,et al.  The application of fuzzy comprehensive evaluation in the recruitment of kindergarten teachers , 2014, IOT 2014.

[22]  Djoko Budiyanto Setyohadi,et al.  Determination of assistance to the poor by integrating fuzzy AHP and TOPSIS models: (Case study Bali Province) , 2017, 2017 1st International Conference on Informatics and Computational Sciences (ICICoS).

[23]  Rheo Malani,et al.  Modelling of contractor selection using fuzzy-TOPSIS , 2017, 2017 5th International Conference on Electrical, Electronics and Information Engineering (ICEEIE).

[24]  A. R. Afshari,et al.  Project manager selection by using Fuzzy Simple Additive Weighting method , 2012, 2012 International Conference on Innovation Management and Technology Research.

[25]  Mohamad Irfan,et al.  The comparation of text mining with Naive Bayes classifier, nearest neighbor, and decision tree to detect Indonesian swear words on Twitter , 2017, 2017 5th International Conference on Cyber and IT Service Management (CITSM).

[26]  Rebecca J. Christianson,et al.  Defining moments: The link between definitions of teaching and the desire to teach , 2015, 2015 IEEE Frontiers in Education Conference (FIE).