Decision Support System Method for Selecting Formal Education Levels in a violation student based Microcontroller and IOT
DOI:
https://doi.org/10.32492/jeetech.v7i1.7106AKeywords:
Violation Decision Method Microcontroller Internet Of ThingsAbstract
This study develops a decision support system to determine appropriate formal education levels based on student violations using the Multi Attribute Decision Making (MADM) method with the Simple Additive Weighting (SAW) technique. The system integrates a microcontroller and Internet of Things (IoT) technology for real-time data collection and monitoring. Several criteria, including violation frequency, type, behavior, and academic performance, are evaluated and weighted to produce ranking results. The result of the SAW method calculation shows that the third alternative (Senior High School or SLTA) obtained a score of 17.15. This value is the highest compared to the other alternatives. This means that the SLTA level becomes the primary category where smoking violations by students are strictly prohibited. This is because students at the SLTA level tend to exhibit more rebellious behavior and higher ego, causing rules to be sometimes ignored. The microcontroller functions as the control system for cigarette smoke. The sensor used for detection is the MQ-2 gas sensor, which is also highly sensitive to air quality, including CO₂, ammonia, benzene, and cigarette smoke. The Internet of Things (IoT) is used for remote monitoring of cigarette smoke detection in a room. This system utilizes notifications from the Telegram application connected to the principal’s mobile phone.
References
Harrizki Arie Pradana (2021). PengambilanKeputusan Pemilihan Sekolah Dasar Islam Menggunakan Metode SAW dan FMADM diPangkalpinang. Jurnal SISFOKOM(Sistem Informasi dan Komputer), Volume 09, Nomor01, PP 132 -1
[2]. Riandy Putratama Nasution (2023). RancangBangun Aplikasi Sistem Pendukung Keputusan Kenaikan Jabatan Pegawai DenganMenggunakan Metode Multi Criteria Decision Making (MCDM). Bulletin ofInformation Technology (BIT)Vol 4, No 2, September 2023, Hal 391-
[3] Honainah (2025). Sistem Pengering BawangOtomatis Berbasis Mikrokontroler Dengan Pemilihan Jenis Bawang MenggunakanMetode SAW. JEETech. Vol. 6, No. 1 Tahun 2025. Journal Of ElectricalEngineering And Technology. Hal
-10[4] Tijaniyah (2024). Metode Simple AdditiveWeighting (SAW) pada Pemilihan Jenis Lampu Penerang Jalan BerbasisPhotovoltaic. JEETech. Vol. 5, No. 2, Tahun 2024. Journal Of ElectricalEngineering And Technology. Hal
-144[5] Idris Muhammad (2024). Sistem PendukungKeputusan Pemilihan Guru Teladan Di Sekolah Dasar Negeri 3 Pujodadi PringsewuMenggunakan Metode Topsis. JECE (Journal of Ethics and Character Education)JECE, Volume 2, Number 1, Mei 2024. E ISSN: 2987-1077; P ISSN: 2987-216
,pp.-37[6] Moh.Jasri (2025). Development of StudyHouse Jember Learning Guidance Management Application Using the DjangoFramework. Jurnal MJTI: Multidisciplinary Journal of Technology andInformatics. Vol. 1 No. 1. September 202
, pp. 9-2[7] Ratri Enggar Pawening. (2025). ModelHybrid CNN-LSTM Untuk Prediksi Penjualan Pupuk Pada Data Time series. JurnalKecerdasan Buatan, Komputasi dan Teknologi Informasi. Vol.6 No
.2 Tahun 2025[8] Imaduddin Ilmirrizki. (2025). PerancanganWater Level Sensor ModuleMenggunakan MQTT Over WiFi dan Serial Communication.Journal of Artificial Intelligence and Digital Business (RIGGS). Volume 4Nomor3, 2025
. Hal 3030-3036[9] Bambang. (2025). Sistem Informasi DanaPenunjang Pendidikan dan Kegiatan (DPPK) Berbasis Web di MA Nurul Jadid, JurnalKridatama Sains Dan Teknologi. Vol. 8, No.012026E-ISSN:2685-6921. UniversitasMa’arif Nahdla
tul Ulama Kebumen[10] Sumantri. (2025). Aplikasi PresensiKehadiran Guru Sekolah Berbasis Web dengan Fitur GPS. JOKI : Journal ofComputing and InformaticsVol. 02, No. 02 (2025)p-ISSN: 3090-2320;
e-ISSN: 3063-5535[11] A. Alinezhad and J. Khalili, New Methods andApplications in Multiple Attribute Decision Making (MADM). Cham, Switzerl
and:Springer, 2019.[12] B. Arifitama, Sistem Pendukung Keputusan:Metode Multi Criteria Decision Making (MCDM). Yogyakarta, Indones
ia:Deepublish, 2018.[13] S. Kusumadewi, S. Hartati, A. Harjoko, andR. Wardoyo, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM). Yogyakarta,Indones
ia: Graha Ilmu, 2006.[14] G.-H. Tzeng and J.-J. Huang, MultipleAttribute Decision Making: Methods and Applications. Boca Raton, FL
, USA: CRCPress, 2011.[15] A. Kusrini, Konsep dan Aplikasi SistemPendukung Keputusan. Yogyakarta
, Indonesia: Andi, 2007.[16] E. Triantaphyllou, Multi-Criteria DecisionMaking Methods: A Comparative Study. Boston
, MA, USA: Springer, 2000.[17] J. Figueira, S. Greco, and M. Ehrgott,Multiple Criteria Decision Analysis: State of the Art Surveys. New Yo
rk, NY,USA: Springer, 2005.[18] C. Kahraman, Fuzzy Multi-Criteria DecisionMaking: Theory and Applications. New Y
ork, NY, USA: Springer, 2008.[19] J. Iqbal and M. Khan, “Efficient SolarCharge Controller Design Using Microcontroller,” Renewable Energy Journ
al, vol.198, pp. 120–128, 2023[20] D. Patel and S. Mehta, “Design ofMicrocontroller-Based Solar Tracking System for Maximum Efficiency,”International Journal of Engineering Research & Technology, vol.
Harrizki Arie Pradana (2021). PengambilanKeputusan Pemilihan Sekolah Dasar Islam Menggunakan Metode SAW dan FMADM diPangkalpinang. Jurnal SISFOKOM(Sistem Informasi dan Komputer), Volume 09, Nomor01, PP 132 -1
[2]. Riandy Putratama Nasution (2023). RancangBangun Aplikasi Sistem Pendukung Keputusan Kenaikan Jabatan Pegawai DenganMenggunakan Metode Multi Criteria Decision Making (MCDM). Bulletin ofInformation Technology (BIT)Vol 4, No 2, September 2023, Hal 391-
[3] Honainah (2025). Sistem Pengering BawangOtomatis Berbasis Mikrokontroler Dengan Pemilihan Jenis Bawang MenggunakanMetode SAW. JEETech. Vol. 6, No. 1 Tahun 2025. Journal Of ElectricalEngineering And Technology. Hal
-10[4] Tijaniyah (2024). Metode Simple AdditiveWeighting (SAW) pada Pemilihan Jenis Lampu Penerang Jalan BerbasisPhotovoltaic. JEETech. Vol. 5, No. 2, Tahun 2024. Journal Of ElectricalEngineering And Technology. Hal
-144[5] Idris Muhammad (2024). Sistem PendukungKeputusan Pemilihan Guru Teladan Di Sekolah Dasar Negeri 3 Pujodadi PringsewuMenggunakan Metode Topsis. JECE (Journal of Ethics and Character Education)JECE, Volume 2, Number 1, Mei 2024. E ISSN: 2987-1077; P ISSN: 2987-216
,pp.-37[6] Moh.Jasri (2025). Development of StudyHouse Jember Learning Guidance Management Application Using the DjangoFramework. Jurnal MJTI: Multidisciplinary Journal of Technology andInformatics. Vol. 1 No. 1. September 202
, pp. 9-2[7] Ratri Enggar Pawening. (2025). ModelHybrid CNN-LSTM Untuk Prediksi Penjualan Pupuk Pada Data Time series. JurnalKecerdasan Buatan, Komputasi dan Teknologi Informasi. Vol.6 No
.2 Tahun 2025[8] Imaduddin Ilmirrizki. (2025). PerancanganWater Level Sensor ModuleMenggunakan MQTT Over WiFi dan Serial Communication.Journal of Artificial Intelligence and Digital Business (RIGGS). Volume 4Nomor3, 2025
. Hal 3030-3036[9] Bambang. (2025). Sistem Informasi DanaPenunjang Pendidikan dan Kegiatan (DPPK) Berbasis Web di MA Nurul Jadid, JurnalKridatama Sains Dan Teknologi. Vol. 8, No.012026E-ISSN:2685-6921. UniversitasMa’arif Nahdla
tul Ulama Kebumen[10] Sumantri. (2025). Aplikasi PresensiKehadiran Guru Sekolah Berbasis Web dengan Fitur GPS. JOKI : Journal ofComputing and InformaticsVol. 02, No. 02 (2025)p-ISSN: 3090-2320;
e-ISSN: 3063-5535[11] A. Alinezhad and J. Khalili, New Methods andApplications in Multiple Attribute Decision Making (MADM). Cham, Switzerl
and:Springer, 2019.[12] B. Arifitama, Sistem Pendukung Keputusan:Metode Multi Criteria Decision Making (MCDM). Yogyakarta, Indones
ia:Deepublish, 2018.[13] S. Kusumadewi, S. Hartati, A. Harjoko, andR. Wardoyo, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM). Yogyakarta,Indones
ia: Graha Ilmu, 2006.[14] G.-H. Tzeng and J.-J. Huang, MultipleAttribute Decision Making: Methods and Applications. Boca Raton, FL
, USA: CRCPress, 2011.[15] A. Kusrini, Konsep dan Aplikasi SistemPendukung Keputusan. Yogyakarta
, Indonesia: Andi, 2007.[16] E. Triantaphyllou, Multi-Criteria DecisionMaking Methods: A Comparative Study. Boston
, MA, USA: Springer, 2000.[17] J. Figueira, S. Greco, and M. Ehrgott,Multiple Criteria Decision Analysis: State of the Art Surveys. New Yo
rk, NY,USA: Springer, 2005.[18] C. Kahraman, Fuzzy Multi-Criteria DecisionMaking: Theory and Applications. New Y
ork, NY, USA: Springer, 2008.[19] J. Iqbal and M. Khan, “Efficient SolarCharge Controller Design Using Microcontroller,” Renewable Energy Journ
al, vol.198, pp. 120–128, 2023[20] D. Patel and S. Mehta, “Design ofMicrocontroller-Based Solar Tracking System for Maximum Efficiency,”International Journal of Engineering Research & Technology, vol.
, no. 6,pp. 1023–1030, 2024
Published
How to Cite
Issue
Section
Copyright (c) 2026 Sumantri , Tijaniyah, Ratri Enggar Pawening, Moh. Jasri, Ilmirrizki Imaduddin, Bambang, M. Fadhilur Rahman

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.













