Elinvo (Electronics, Informatics, and Vocational Education)


Industry Practice, Monitoring, Assessment, Fuzzy Tsukamoto

Document Type



Vocational high schools are given flexibility for their students to carry out direct learning in the industry as part of the practical education activities of implementing student skills. The implementation of industrial practice requires a special way to find out and monitor each student's activities so that the achievements of the implementation of industrial practice can be carried out properly. The implementation of industrial work practice assessment has several assessment criteria. These criteria include attendance, neatness, attitude, skills, and knowledge. The problems found in the assessment system are still done manually so that the effectiveness is minimal. This study aims to create a system that can monitor and assess the implementation of industrial practices. The system developed will be tested as a medium for monitoring and assessing industrial practices. This research uses Fuzzy Tsukamoto's logic approach as a scoring logic model and uses the waterfall method as a development model consisting of analysis, design, coding, and testing. The results of the research conducted resulted in a system that can monitor and assess the implementation of industry practices. The test was carried out by 24 people consisting of guidance teachers and students. Testing is done by testing aspects of functionality and aspects of usability. Based on the test results, the functionality aspect scored 100% (very feasible) and the usage aspect got a score of 84.8% (very feasible)

First Page


Last Page


Page Range






Digital Object Identifier (DOI)





Peraturan Presiden No. 132424, 2022. Diakses dari https://peraturan.bpk.go.id/.

Wahyu Nurharjadmo, "Evaluasi Implementasi Kebijakan Pendidikan Sistem Ganda Di Sekolah Kejuruan," Spirit Publik, vol. 4, pp. 215-228, 2008.

D. W. & R. Hilman, "A Study of Multi Entry and Multi Exit Education System in Increasing Vocational High School Graduates Skills," Applied Science and Innovative Research, vol. 4, no. 2, pp. 70-87, 2020.

Luthfi Indana and Soenarto, "Vocational Career Center As The Bridge Between Industry And Vocational High School Graduates," Jurnal Pendidikan Teknologi dan Kejuruan, vol. 25, no. 2, pp. 219-228, 2019.

S. Rochmadi, "Industry Partnerships Learning Models For Surveying And Mapping Of Vocational High Schools," Jurnal Pendidikan Teknologi dan Kejuruan, vol. 23, no. 1996, pp. 210-225, 2016.

U. Isopahkala-bouret, "Vocational Teachers between Educational Institutions and Workplaces," European Educational Research Journal, vol. 9, no. 2, pp. 220-231, 2010.

M. S. Ali Prasetiyo, "Manajemen Praktik Kerja Industri Jurusan Usaha Perjalanan Wisata," Jurnal Manager Pendidikan, vol. 16, no. April, pp. 83-88, 2022.

Muh Itsna Novan Muslimin, "Evaluasi Pelaksanaan Program Praktik Kerja Industri (Prakerin) Siswa Bidang Keahlian Teknik Mesin Smk N 2 Pengasih," 2015.

Sunardi, "Pengelolaan Praktik Kerja Industri Di Sekolah Menengah Kejuruan Muhammadiyah 1 Sukoharjo," Jurnal Manajemen Pendidikan, vol. 12, no. 1, pp. 96-104, 2017.

N. dan D. A. Maryanti, "Kompetensi Siswa Smk Dalam Menyongsong Revolusi Industri 4.0," Prosiding Seminar Nasional Pendidikan Program Pascasarjana Universitas Pgri Palembang, pp. 633-642, 2019.

Sommerville I, Software Engineering : Ninth Edition. USA : Pearson Education, 2011.

W. W. Royce, "Managing the development of large software systems. In: Proceedings of IEEE WESCON," The institute of electrical and electronics engineers, pp. 1-9, 1970.

Rosa AS and M. Salahudin, Modul Pembelajaran Rekayasa Perangkat Lunak (Terstruktur dan Berorientasi Objek),. 2011.

Z. Yang, Q. Li, H. Xie, Q. Wang, and W. Liu, "Learning representation from multiple media domains for enhanced event discovery," Pattern Recognit, vol. 110, Feb. 2021.

Y I Hatmojo and S M Azis, "Development Mobile Application Android Based for Sensor and Transducer Development Mobile Application Android Based for Sensor and Transducer," Journal of Physics: Conference Series (JPCS), 2021.

F. Pradana, F. A. Bachtiar, and E. R. Widasari, "Fuzzy Tsukamoto Implementation to Detect Physiological Condition on IoT - Based e - Learning Users," International Journal of Information and Education Technology, vol. 12, no. 7, 2022.

U. Zaaidatunni, M. T. Dewi, and M. F. Al Hakim, "Implementation of fuzzy tsukamoto in employee performance assessment," Journal Of Soft Computing Exploration, no. 2019, 2021.

J. N. Juwono, N. D. B. Julienne, A. S. Yogatama, and M. H. Widianto, "Motorized Vehicle Diagnosis Design Using the Internet of Things Concept with the Help of Tsukamoto's Fuzzy Logic Algorithm," Journal of Robotics and Control (JRC), vol. 4, no. 2, pp. 202-216, Mar. 2023.

S. M. Hardi, A. Triwiyono, and Amalia, "Expert System for Diagnosing Osteoarthritis with Fuzzy Tsukamoto Method," in Journal of Physics: Conference Series, IOP Publishing Ltd, Nov. 2020.

C. S. Lee and M. H. Wang, "A fuzzy expert system for diabetes decision support application," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 41, no. 1, pp. 139-153, Feb. 2011.

M. Iswan Perangin-Angin, A. Hasudungan Lubis, I. Sri Dumayanti, R. Br Ginting, and A. Putera Utama Siahaan, "Implementation of Fuzzy Tsukamoto Algorithm in Determining Work Feasibility," IOSR J Comput Eng, vol. 19, no. 4, pp. 52-55, 2017.

L. M. Silalahi, D. Jatikusumo, S. Budiyanto, F. A. Silaban, I. U. V. Simanjuntak, and A. D. Rochendi, "Internet of things implementation and analysis of fuzzy Tsukamoto in prototype irrigation of rice," International Journal of Electrical and Computer Engineering, vol. 12, no. 6, pp. 6022-6033, Dec. 2022.

E. Ekojono, R. Cahyaningrum, K. Batubulan, and A. N. Rahmanto, "The counting game uses the fuzzy Tsukamoto method," in Journal of Physics: Conference Series, IOP Publishing Ltd, Dec. 2019.

T. N. Barianty, D. D. Maqfirah, H. D. Supit, D. Irawan, U. M. Gresik, and N. Village, "The Implementation of Edushell ' s Learning Media to Improve Vocabulary in Learning English in Grade 3 MI Al-Fath Asem Manis Ngawen Sidayu," Kontribusia : Research Dissemination for Community Development, vol. 2, no. 1, 2019.

R. Siregar, M. Zarlis, and Z. Situmorang, "Tsukamoto's Fuzzy Logic Development Analysis to Predict Caesarean or Normal Delivery," in MECnIT 2020 - International Conference on Mechanical, Electronics, Computer, and Industrial Technology, Institute of Electrical and Electronics Engineers Inc., Jun. 2020, pp. 152-157.

S. Jafari and Z. Shahbazi, "Improving the Road and Traffic Control Prediction Based on Fuzzy Logic Approach in Multiple Intersections," Mathematics (MDPI), 2022.

G. Ahmad, F. Alfarisy, and W. F. Mahmudy, "Rainfall Forecasting in Banyuwangi Using Adaptive Neuro Fuzzy Inference System," Journal of Information Technology and Computer Science, vol. 1, no. June 2017, 2016.

S. B. N. Ramez Elmasri, Fundamentals of Database Systems Seventh Edition, 7th ed. United States of America: Congress Cataloging, 2016.

M. A. Hamid, D. Aribowo, and R. Anggraini, "Design and Development of Alumni Career Information System using PHP MySQL," ELINVO (Electronics, Informatics, and Vocational Education), vol. 6, no. 1, pp. 81-89, 2021.

H. E. R. E. N. Yu, "Design and implementation of web based on Laravel framework," International Conference on Computer Science and Electronic Technology, no. Iccset 2014, pp. 301-304, 2015.