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The Influence of Data Quality and Machine Learning Algorithms on AI Prediction Performance in Business Analysis in Indonesia Loso Judijanto; Donny Muda Priyangan; Hanifah Nurul Muthmainah; I Wayan Jata
The Eastasouth Journal of Information System and Computer Science Vol. 1 No. 02 (2023): The Eastasouth Journal of Information System and Computer Science (ESISCS)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/esiscs.v1i02.182

Abstract

This research investigates the intricate relationships among AI prediction performance, business analysis, data quality, and machine learning algorithms within the manufacturing sector in Indonesia. Through structural equation modeling analysis, the study explores the impact of these variables on one another, shedding light on the dynamics that contribute to successful AI adoption and business decision-making. The findings underscore the pivotal role of data quality in influencing AI prediction performance and machine learning algorithms, ultimately shaping the effectiveness of business analysis. The results provide practical insights for manufacturing companies seeking to optimize their data management practices and harness the potential of advanced technologies for strategic decision-making.
Co-Authors . Syamsulbahri Adi Pratama, I Wayan Adi Pratama, Wayan Adinda, Clearesta Adnyana, I Made Sucipta Agung, Bangsawan Satria Andini, Ni Luh Made Putri Anjani, Ayu Putu Mira Nafa Ardhana Reswari Masykuri Arya Saputra, I Nyoman Bambang Purwoko Bambang Purwoko Cahyo Purnomo Loanata Cantika, Ni Putu Ayu Chandra Chintia Pinaria, Ni Wayan Citrawati, Luh Putu Darmiati, Made Dewi, Ni Gusti Ayu Made Yuliana Diandra Parasara, Ni Putu Diwyarthi, Ni Desak Made Santi Diwyarthi Donny Muda Priyangan Eva Yuniarti Utami Fakhri Fakhrur Rozi Fakhri Fakhrur Rozy Gede Witarsana, I Gusti Agung Guna Saputra, I Gede Made Indra Hanifah Nurul Muthmainah I Dewa Hendri Pramana I Gede Made Indra Guna Saputra I Gusti Agung Gede Witarsana I Kadek Juanda Artha Prasetya I Made Sucipta Adnyana I Wayan Adi Pratama I Wayan Adi Pratama Istani, Ni Nyoman Pusti Judijanto, Loso Juniastuti, Ni Made Kalpikawati , Ida Ayu Kalpikawati, Ida Ayu Khoiruddin Khoiruddin Komala Dewi, Ni Kadek Febriyanti Kristiono, Natal Kusumarini, Indah Loanata, Cahyo Loso Judijanto Made Carlos Fernando Agung Dwi Kora Made Darmiati Maswiartha, Nyoman Gede Mislan Sihite, Mislan Ni Desak Made Santi Diwyarthi Ni Desak Made Santi Diwyarthi Diwyarthi Ni Desak Made Santi Diwyarthi Santi Diwyarthi Ni Made Riani Puspasari Ni Made Suastini Ni Made Suastini, Ni Made Ni Nyoman Sukerti Ni Nyoman Sukerti Pinaria , Ni Wayan Chintia pinaria, ni wayan chintia Pinaria, Ni Wayan Chintya Pramana, I Dewa Putu Hendri Prastha Adyatma Pratama , I Wayan Adi Pratama, I Wayan Adi Pratiwi , Kadek Andita Dwi Pratiwi, Kadek Andita Dwi Putra, I Dewa Gde Angga Krisna Putri Pratiwi, Putu Dilla Reni Ariasri, Nyoman Risman Saripudin Sabudi, I Nyoman Sukana Sadjuni , Luh Gde Sri Santi Diwyarthi, Ni Desak Made Saputra, Ritzky Huda Saripudin, Risman Sastra Pradnyana, Kadek Kevin Satriaadi, Komang Yogi Satriaadi Slovenia, Regita Sri Sadjuni, Ni Luh Gede Suastini , Ni Made Suka Anjasmara, I Kadek Andre Sulistyawati, Ni Luh Ketut Sri Utami, Eva Yuniarti Wiartha, Nyoman Gede Mas Witarsana, I Gusti Agung Gede Yuliana Dewi, Ni Gusti Ayu Made Yuni Devi Antari, Ida Ayu Nyoman