Analisis Manajemen Sistem Informasi dengan Kecerdasan Buatan (Artificial Intelligent) dan Pembelajaran Mesin Terhadap Produktivitas dan Kualitas Produk Pada Bidang Pertanian

Authors

  • Dhanu Hadi Sanjaya
  • Tovan Kristian M
  • Sugiyanto Sugiyanto

Abstract

Digital transformation in all fields is now starting to be in great demand and seen by many people, this aims to find out and improve productivity better. This digital transformation has two aspects, namely artificial intelligence (Artificial Intelligence) and machine learning (Machine Learning). Digital Transformation in agriculture is now starting to be put forward and put into use. Machine Learning in agriculture has considerable challenges with a knowledge-based approach. This study aims to explain machine learning in agriculture and to determine the effect of machine learning in information systems in agriculture.

Keywords: Machine Learning, Management Information Systems, Agriculture

References

Amit Kumer Podder, Abdullah Al Bukhari, Sayemul Islam, Sujon Mia, Mazin Abed Mohammed, Nallapaneni Manoj Kumar, Korhan Cengiz, Karrar Hameed Abdul kareem. 2020. IoT based smart agrotech system for verification of Urban farming parameters. Science Direct. https://www.sciencedirect.com/science/article/abs/pii/S0141933121001988

Aristotelis C. Tagarakis, Georgios Dolias, Remigio Berruto, Dimitrios Kateris and Dionysis Bochtis. Machine Learning in Agriculture: A Comprehensive Updated Review. 2021. https://www.mdpi.com/1424-8220/21/11/3758/htm

Bjorn Low. 2019. Building sustainable urban farms with government support in Singapore. p. 98-103 https://journals.openedition.org/factsreports/5824

Harikumar Pallathadka, Malik Mustafa, Domenic T.Sanchez, GunaSekhar Sajja, Sanjeev Gour, Mohd Naved. (2021). IMPACT OF MACHINE learning ON Management, healthcare AND AGRICULTURE. Science DIrect. https://www.sciencedirect.com/science/article/pii/S221478532104894X

Nisansala P. Vidanapathirana. (2019). Agricultural information systems and their applications for development of agriculture and rural community, a review study. Finladia. University of Turku, Turku School of Economics.

RohitSharmaa, Sachin S.Kambleb, AngappaGunasekaranc, VikasKumard, AnilKumare.(2020). A systematic literature review on machine learning applications for sustainable agriculture supply chain performance. ScienceDirect. https://www.sciencedirect.com/science/article/abs/pii/S0305054820300435

Sugiyanto, S., & Kartolo, R. (2021). SISTEM INFORMASI AKUNTANSI DAN PEMBERDAYAAN EKONOMI KREATIF TERHADAP UMKM. PROCEEDINGS UNIVERSITAS PAMULANG, 1(1).

Sugiyanto, S., Kartolo, R., & Yusuf, M. Implikasinya Umkm Pada Ekonomi Kreatif Dan Inovasi Di Kabupaten Garut Jawa Barat. Abdi Laksana: Jurnal Pengabdian Kepada Masyarakat, 2(1), 67-74.

Sugiyanto, S., Maswarni, M., Nofiar, N., Yusuf, S., & Fitria, J. R. (2020). Tata Kelola Kandang Dan Pakan Serta Implikasinya Pada Penggemukan Sapi Studi Pada Desa Sindanglaya Kecamatan Tanjung Siang Kabupaten Subang. Abdi Laksana, 1(2).

Tan Yigitcanlar, Nayomi Kankanamge, Massimo Regona, Andres Ruiz Maldonado, Bridget Rowan, Alex Ryu, Kevin C. Desouza, Juan M. Corchado, Rashid Mehmood dan Rita Yi Man Li. (2020). Artificial Intelligence Technologies and Related Urban Planning and Development Concepts: How Are They Perceived and Utilized in Australia?. Australia. J. Open Innov. Technol. Mark. Complex. 2020, 6(4), 187

Wong, Caroline, Wood, Jacob, and Paturi, Swathi (2020) Vertical farming: an assessment of Singapore City. Etropic: electronic journal of studies in the tropics, 19 (2). pp. 228-248.

Amalia, S., Sutisna, A., & Deni, D. (2022). How To Increase Income Through Cross Training System Skill On MSME Depok. Jurnal PKM Manajemen Bisnis, 2(1), 20-27.

Baeli, J. (2021). Analysis Of Tax Compliance Based On Psychological Factors And Tax Administration. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 1(3), 87-94.

Fajri, C., Rahman, Y. T., & Wahyudi, W. (2021). MEMBANGUN KINERJA MELALUI LINGKUNGAN KONDUSIF, PEMBERIAN MOTIVASI DAN PROPORSIONAL BEBAN KERJA. SCIENTIFIC JOURNAL OF REFLECTION: Economic, Accounting, Management and Business, 4(1), 211-220.

Fauziah, F., Hamzah, A., & Rozy, A. (2021). IMPLEMENTATION OF MANAGEMENT IN WASTE BANKS TO INCREASE ECONOMIC VALUE. Jurnal PKM Manajemen Bisnis, 1(1), 37-43.

Fitriah, S. (2021). Children with Special Needs In the Eyes of Islamic Law and the State. AKADEMIK: Jurnal Mahasiswa Humanis, 1(2), 77-86.

Guntur, M. (2021). AL-QURAN TEACH THE IMPORTANCE OF TAKING CARE OF HEALTH PHYSICAL: Tafseer Surat Al-Baqarah. AKADEMIK: Jurnal Mahasiswa Humanis, 1(2), 50-58.

Handayani, H., & Caesario, A. (2021). A Culture of Savings Solutions for Consumptive Behavior and Care for the Future. Jurnal PKM Manajemen Bisnis, 1(2), 67-72.

Harras, H., Sugiarti, E., & Wahyudi, W. (2020). Kajian Manajemen Sumber Daya Manusia Untuk Mahasiswa.

Juliati, F. (2021). The Influence Of Organizational Culture, Work Ethos And Work Discipline On Employee Performance. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 1(1), 34-39.

Karim, I. N. (2021). CORRELATION ANALYSIS: Are Religious Scavengers More Motivated?. AKADEMIK: Jurnal Mahasiswa Humanis, 1(2), 59-67.

Mahmudin, M., Caesario, A., & Saputra, A. (2021). ENTREPRENEURSHIP: Soft Skill of Life. Jurnal PKM Manajemen Bisnis, 1(1), 19-28.

Majid, I. K. (2021). Governance-Based Library Management, More Effective and Efficient. AKADEMIK: Jurnal Mahasiswa Humanis, 1(2), 68-76.

Malik, J. (2021). STUDY AL-QURAAN: Understanding Verses That Has Meaning Ta'arud. AKADEMIK: Jurnal Mahasiswa Humanis, 1(2), 42-49.

Nurhusna, S., & Wahyudi, W. (2021). PERFORMANCE DETERMINANTS OF STATE CIVIL SERVICES (ASN) IN THE COVID-19 PANDEMIC. Inovasi, 8(1), 54-61.

Nuriman, H. (2021). The Analysis Of Competence And Career Development Impact On Work Motivation And Its Implication Toward Employee’s Performance. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 1(1), 10-17.

Nursoleh, N. (2022). Location Analysis of Interest in Buying Housing in South Tangerang City. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 2(1), 35-42.

Ridwan, M. (2022). Purchasing Decision Analysis in Modern Retail. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 2(1), 1-9.

Ridwan, R. (2021). THE EFFECT OF LEADERSHIP ON PERFORMANCE: Analysis of School Management Ability and Attitude. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 1(2), 59-67.

Samsudin, S., & Ayu, D. (2022). Standards Management Of Covid-19 Prevention According To world Health Organization (WHO). Jurnal PKM Manajemen Bisnis, 2(1), 28-33.

Sanitias, S., & Dani, M. (2022). Optimization Of Msmes Marketing Using Whatsapp. Jurnal PKM Manajemen Bisnis, 2(1), 1-10.

Solahuddin, M. (2021). Being Creative Early on is the Main Capital for Entrepreneurship. Jurnal PKM Manajemen Bisnis, 1(2), 73-78.

Sugiarti, E. (2018). Building Work Commitment of Bppt Employee. Scientific Journal of Reflection: Economic, Accounting, Management and Business, 1(2), 171-180.

Sugiarti, E. (2022). The Influence of Training, Work Environment and Career Development on Work Motivation That Has an Impact on Employee Performance at PT. Suryamas Elsindo Primatama In West Jakarta. International Journal of Artificial Intelligence Research, 6(1).

Ulfah, M. (2021). Building Teacher Performance Based Islam Religious Values. AKADEMIK: Jurnal Mahasiswa Humanis, 1(1), 9-17.

Wahyu, W., & Salam, R. (2020). KOMITMEN ORGANISASI (Kajian: Manajemen Sumber Daya Manusia).

Yanti, L. (2021). Analisis Kinerja Pegawai Berdasarkan Aspek Kepribadian Diri. AKADEMIK: Jurnal Mahasiswa Ekonomi & Bisnis, 1(1), 27-33.

Downloads

Published

2022-07-01