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Determination of Priority Program Area and HIV Case Prediction with Fuzzy Topsis and Exponential Smoothing Method

by Taufik Kurniawan, Suryono, Kusworo Adi
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 180 - Number 7
Year of Publication: 2017
Authors: Taufik Kurniawan, Suryono, Kusworo Adi
10.5120/ijca2017916057

Taufik Kurniawan, Suryono, Kusworo Adi . Determination of Priority Program Area and HIV Case Prediction with Fuzzy Topsis and Exponential Smoothing Method. International Journal of Computer Applications. 180, 7 ( Dec 2017), 32-36. DOI=10.5120/ijca2017916057

@article{ 10.5120/ijca2017916057,
author = { Taufik Kurniawan, Suryono, Kusworo Adi },
title = { Determination of Priority Program Area and HIV Case Prediction with Fuzzy Topsis and Exponential Smoothing Method },
journal = { International Journal of Computer Applications },
issue_date = { Dec 2017 },
volume = { 180 },
number = { 7 },
month = { Dec },
year = { 2017 },
issn = { 0975-8887 },
pages = { 32-36 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume180/number7/28813-2017916057/ },
doi = { 10.5120/ijca2017916057 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:00:01.028868+05:30
%A Taufik Kurniawan
%A Suryono
%A Kusworo Adi
%T Determination of Priority Program Area and HIV Case Prediction with Fuzzy Topsis and Exponential Smoothing Method
%J International Journal of Computer Applications
%@ 0975-8887
%V 180
%N 7
%P 32-36
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Strategic planning is very influential on the successful implementation of a program / activity. Strategic planning can be in the form of prioritizing and forecasting the magnitude of the problem as the basis for determining the strategic step either in the allocation of cost and human resources. After the calculation of fuzzy TOPSIS with alternative is nineteen sub districts in Semarang Regency and the decision criteria in the form of the number of people living with HIV and thirteen other supporting criteria then obtained Bandungan District as the first priority. Exponential smoothing method is used to predict the number of people living with HIV in the period 2017 with the value of constant smoothing (α) of 0.61. Selected smoothing constants are obtained from the average Smoothing constants that produce the smallest MSE values ​​in each sub-district. Development can be done with alternative extensions and addition of number of criteria on TOPSIS fuzzy calculation and use of causal forecasting method to replace exponential smoothing method due to HIV transmission depends on several things both quantitative and qualitative.

References
  1. Abderrezak, L., Mordjaoui, M. and Dib, D., 2014, Very Short-Term Electricity Demand Forecasting Using Adaptive Exponential Smoothing Methods, Proceeding of 15th International Conference on Sciences and Techniques of Automatic Control & Computer Eengineering - STA'2014, Hammamet, Tunisia
  2. Akpinar, M. and Nejat, Y., 2017, Day-Ahead Natural Gas Forecasting Using Nonseasonal Exponential Smoothing Methods, IEEE
  3. Arokhlo, M.Z., Mohsen, M. and Mohammad, N.O., 2015, Classify System Identification by Using Fuzzy TOPSIS, International Journal of Advanced Research in Computer Science and Electronics Engineering (IJARCSEE), Volume 4, Issue 6, June 2015, 64 – 71
  4. Ashrafzadeh, M., Rafiei, F.M., Isfahani, M.N. and Zare, Z., 2012, Application of fuzzy TOPSIS method for the selection of Warehouse Location: A Case Study, Interdisciplinary Journal Of Contemporary Research In Business, Vol. 3, No. 9
  5. Biri, R., Langi, Y.A.R. and Paendong, M.S., 2013, The Usage of Exponential Smoothing Methods in Prediction of Inflation Palu City of Palu, Journal of Scientific Science, Vol. 13, No. 1
  6. Bulgurcu, B., 2012, Application of TOPSIS Technique for Financial Performance Evaluation of Technology Firms in IstanbulStock Exchange Market, Procedia - Social and Behavioral Sciences 62 ( 2012 ), 1033 – 1040
  7. Faqih, M., Rahayu, S., Husna, S. and Ma'afi M., 2013, Nahdatul Ulama Perspective AIDS Control Guides, PP LKNU, Jakarta
  8. Fayek, A.R. and Omar, M.N., 2016, A Fuzzy Topsis Method for Prioritized Aggregation in Multi-Criteria Decision Making Problems, Journal Of Multi-Criteria Decision Analy
  9. Gupta, N. and Singh, Y., 2016, Optimal Selection of Wind Power Plant Components Using Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), Preceeding of 2016 International Conference on Electrical Power and Energy Systems (ICEPES) Maulana Azad National Institute of Technology, Bhopal, India. Desember14-16, 310 – 3015
  10. Handoko, H., 2009, Introduction to Human Resource Management, BPFE - Yogyakarta, Yogyakarta
  11. Heidari, M., Chastre, C., Kaveh, M.T., Marques, M.L. and Mohseni, H., 2017, Application of Fuzzy Inference System For Determining Weathering degree Of Some Monument Stones In Iran, Elsevier Journal of Cultural Heritage (2017), 1 – 14
  12. Hu, Y., Zhang, H., Li, C., Liu, S. and Zhang, Y., 2013, Exponential Smoothing Model for Condition Monitoring: A Case Study, Proceeings of 2013 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE), 1742 – 1746
  13. Infodatin (Republic Indonesia Ministry of Health Data and Information Center), 2016. Situation and analysis of HIV AIDS in Indonesia, Ministry of Health, Jakarta
  14. Jenoui, K. and Abdellah A, 2017, Estimating Supplier’s Hidden Quality Costs with Taguchi Quality Loss Function and Topsis Method, IEEE, 100 – 105
  15. Kang, Y.K., Kim, H., Heo, G. and Song, S.K., 2017, Diagnosis of Feedwater Heater Performance Degradation Using Fuzzy Inference System, Elsevier Expert Systems With Applications 69, 239–246
  16. Kusumadewi, S., and Purnomo H., 2010, Fuzzy Logic Applications For Decision Supporters, Graha Ilmu, Yogyakarta
  17. Kusumadewi, S., Hartati, S., Harjoko, A. and Wardoyo, R., 2006, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM), Graha Ilmu, Yogyakarta
  18. Makridakis, S., Wheelwright, S.C. and McGee, V.E., 1999, Forecasting Methods and Applications, Binarupa Aksara, Jakarta
  19. Mathiyalagan, P., 2015, Use of Fuzzy Topsis Techniques for Selection of Best Alternatives of Blood Bank Supply Chain, Preceeing of 2015 International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology, Chennai, T.N., India, 6 - 8 May, 644-64
  20. Mu’azu, H.G., 2014, New Approach for Determining the Smoothing Constant of a Single Exponential Smoothing Method, International Journal of Science and Technology, Volume 3 No. 11, November, 2014, 717 – 727
  21. Nag, K. and Helal, M., 2016, A Fuzzy TOPSIS Approach in Multi-Criteria Decision Making for Supplier Selection in a Pharmaceutical Distributor, Proceedings of the 2016 IEEE IEEM, 1126 – 1130
  22. Ningrum, M., Sutarman and Sitepu R, 2012, Application of TOPSIS Fuzzy Method In Setting Priority of Housing Area in Percut Sei Tuan District, Saintia Matematika, Vol. 1 (2012), pp. 101 – 105
  23. Peirong, J., Di, X., Peng, W. and Juan, C., 2012, A Study on Exponential Smoothing Model For Load Forecasting, IEEE, 978-1-4577-0547-2/12
  24. Republic of Indonesia, Regulation of the Minister of Home Affairs of the Republic of Indonesia Number 20 of 2007 dated 17 April 2007 on General Guidelines for the Establishment of the Commission for the Control of AIDS and Community Empowerment for the Control of HIV / AIDS in the Regions
  25. Semarang Regency, Semarang Regency Regulation No. 3 Year 2010 dated March 23, 2010 on the Management of Human Immunodeficiency Virus (HIV) and Acquired Immuno Deficiency Syndrome (AIDS) In Semarang Regency
  26. Subagyo, P., 2013, Forecasting: Concepts and Applications, BPFE - Yogyakarta, Yogyakarta
  27. Sohaib, O. and Naderpour, M., 2017, Decision Making on Adoption of Cloud Computing in E-Commerce Using Fuzzy TOPSIS, IEEE, 978-1-5090-6034-4/17
  28. Vences, C.O., 2017, Fuzzy Inference Model Evaluating Turn for Parkinson’s Disease Patients, Elsevier Computers in Biology and Medicine 89, 379–388
  29. Widoyono, 2011, Tropical Diseases: Epidemiology, Transmission, Prevention & Eradication, Erlangga, Jakarta
  30. Wulandari, F.T., 2013, Fuzzy TOPSIS Implementation In Business Strategy Planning, Magistra No. 85 Th. XXV
  31. Yinghui, W. and Wenlu, L., 2015, The Application of Intuitionistic Fuzzy Set TOPSIS Method in Employee Performance Appraisal, International Journal of u- and e- Service, Science and Technology, Vol.8, No.3 (2015), pp.329-344
  32. Zeng, W., Yibin, Z. and Qian, Y., 2016, Sugeno Fuzzy Inference Algorithm and Its Application in Epicentral Intensity Prediction, Elsevier Applied Mathematical Modelling(2016),1–8
Index Terms

Computer Science
Information Sciences

Keywords

Fuzzy TOPSIS exponential smoothing HIV programs forecasting decision making priorities

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