Model Logika Fuzzy Tsukamoto Dalam Perancangan Sistem Informasi Sebaran Industri Kecil dan Menengah Kabupaten Bondowoso

  • Nugroho Setyo Wibowo Politeknik Negeri Jember
  • Erna Selviyanti Politeknik Negeri Jember
  • Wenny Dhamayanti Politeknik Negeri Jember
Keywords: artificial intelligence, fuzzy logic, , small and medium industries

Abstract

The existence of the COVID-19 pandemic and the global economic crisis did not affect the existence of Small and Medium Industries and even experienced relatively stable growth. Small and Medium Industries in the manufacturing sector were able to realize an investment value of up to IDR 72.3 trillion in the third quarter of 2020. In the context of creating competitive Small and Medium Industries, strengthening the national industrial structure, alleviating poverty, expanding job opportunities, and producing industrial goods and/or services for export purposes, the strategic role of Small and Medium Industries needs to be increased through the digitization of Small and Medium Industries. This study uses Fuzzy Tsukamoto's logic calculations in making the membership function of the distribution area of ​​Small and Medium Industries in Bondowoso Regency. From the Fuzzy Logic model obtained, an information system design for the distribution of Small and Medium Industries can be made in the form of context diagrams and interface designs. From this design, it will be easier for the Bondowoso Regency Cooperatives and Industry Office to develop a web and mobile-based application in the context of the process of digitizing Small and Medium Industries. The existence of this information system will provide benefits for the Office of Cooperatives, Industry and Trade as well as Small and Medium Industry players in Bondowoso Regency, not only being able to visualize the distribution of Small and Medium Industries but also being able to provide an overview of Small and Medium Industry parameter data that can be used as decision makers. decisions for existing stakeholders.

Downloads

Download data is not yet available.

References

A. A. Wening, “In Order to Survive, SMI Must Digitize Energy Management,” 2021.

N. Zuraya, “Ministry of Industry Attempts to Build Smart IKM,” 2020. https://www.republika.co.id/berita/ql4hxa383/kemenperin-berupaya-bangun-smart-ikm (accessed Jun. 20, 2021).

R. S. Pradana, “The Ministry of Industry Strives to Digitize the National SMI Sector,” 2020. https://ekonomi.bisnis.com/read/20200709/257/1264009/kemenperin-upayakan-digitalisasi-sektor-ikm-nasional (accessed Jun. 20, 2021).

RI Ministry of Industry, “The Number of Business Units and SMI Workforce is Targeted to Increase Every Year,” Jakarta, 2019.

GRO, “IKM Actors are Encouraged Towards Digitization,” 2021. https://www.neraca.co.id/article/153534/pelaku-ikm-didorong-menuju-digitalisasi (accessed Oct. 21, 2021).

V. Mahrizal, “Small and Medium Industries Become The Backbone of The National Economy,” 2018. https://jogja.tribunnews.com/2018/11/14/industri-kecil-dan-menengah-jadi-tulang-punggung-ekonomi-nasional (accessed Jun. 18, 2020).

RI Ministry of Industry, “The Minister of Industry Focuses on Increasing SMI’s Competitiveness, Population and Manpower,” Jakarta, 2019.

Ershad Ali, “Geographic Information System (GIS): Definition, Development, Applications & Components,” 2020. https://www.researchgate.net/publication/340182760_Geographic_Information_System_GIS_Definition_Development_Applications_Components (accessed Oct. 02, 2020).

Bo Huang, Comprehensive Geographic Information Systems, 1st Editio. Elsevier, 2017.

Syafnidawaty, “Fuzzy Logic,” Universitas Raharja, 2020. https://raharja.ac.id/2020/04/06/logika-fuzzy/ (accessed Jul. 07, 2021).

A. V. C. D. &. C. A. Vitianingsih, “Analysis and Design of Web-Geographic Information System for Tropical Diseases-Prone Areas: A Case Study of East Java Province, Indonesia,” 2017.

W. Dhamayanthi, E. Sugiartono, N. S. Wibowo, and K. Agustianto, “Development of Indonesian Geographical Small and Medium Enterprises (UMKM) Distribution Visualization Systems to Support the Improvement of People’s Economy,” 2019, [Online]. Available: https://publikasi.polije.ac.id/index.php/ProceedingICOFA/article/view/1873.

R. M. Awangga, Introduction to Geographic Information Systems: History, Definitions and Basic Concepts. Kreatif, 2019.

Darmawati, “Disease Diagnosis Process Using Fuzzy Logic With Mamdani Method,” J. Mat. Sains dan Pembelajarannya, vol. 3, 2017, doi: https://doi.org/10.31605/saintifik.v3i2.156.

M. A. A. dan A. Muhajirin, “Application of Fuzzy Logic in Lecturer Quality Assessment of the Tri Dharma of Higher Education,” J. Online Inform., vol. 2, 2017, doi: https://doi.org/10.15575/join.v2i1.74.

Hassane Jarar Oulidi, Spatial Data on Water, 1st Editio. ISTE Press - Elsevier, 2018.

M. T. A. Faiez Musa Lahmood Alrufaye, Mohammed Muanis I. Al-Sagheer, “Fuzzy Logic Using in Images Retrieval Depending on Their Features,” J. Southwest Jiaotong Univ., vol. 54, 2019, doi: https://doi.org/10.35741/issn.0258-2724.54.5.32.

T. N. R. Marcos Vinícius dos Santos Ferreiraa, Ricardo Rios, Rodrigo Mello, “Using Fuzzy Clustering to Address Imprecision and Uncertainty Present in Deterministic Components of Time Series,” Appl. Soft Comput., vol. 16, 2021, doi: https://doi.org/10.24433/CO.8111087.v1.

P. P. Oscar Castillo, Pranab Muhuri, Patricia Melin, “Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems,” Eng. Appl. Artif. Intell., vol. 106, 2021.

E. Gautama, “Fuzzy Logic Method (Fuzzy Logic) to Support Decisions,” Perbanas Institut, 2017. https://dosen.perbanas.id/metode-fuzzy-logic-logika-fuzzy-untuk-mendukung-keputusan/ (accessed Jul. 03, 2021).

G. W. Yuying Dong, Yan Song, “Membership Function Dependent Model Predictive Control for Nonlinear Systems in a Piecewise Fuzzy Framework,” Fuzzy Sets Syst., vol. 425, 2021, doi: https://doi.org/10.1016/j.fss.2021.10.002.

Published
2022-02-28
How to Cite
Wibowo, N. S., Selviyanti, E., & Dhamayanti, W. (2022). Model Logika Fuzzy Tsukamoto Dalam Perancangan Sistem Informasi Sebaran Industri Kecil dan Menengah Kabupaten Bondowoso. JTIM : Jurnal Teknologi Informasi Dan Multimedia, 3(4), 209-216. https://doi.org/10.35746/jtim.v3i4.185
Section
Articles