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Journal : World Psychology

Utilizing Ai-Adriven Data Analytics to Improve Learning Outcomes in Educational Psychology Haryanto, Sri; Guilin, Xie; Jiao, Deng; Wang, Yuanyuan; Sudirman, M. Yunus
World Psychology Vol. 3 No. 3 (2024)
Publisher : Sekolah Tinggi Agama Islam Al-Hikmah Pariangan Batusangkar, West Sumatra, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55849/wp.v3i3.708

Abstract

Given the rapid advances in computing capabilities, as well as advances in more sophisticated algorithms, and greater accessibility to AI tools, AI has great potential for innovation in data analytics, such as pattern recognition, classification, clustering, and prediction. Likewise in psychology education, AI-based data analytics will be able to manage data to improve student learning outcomes well. This research was conducted with the aim of seeing how influential it is to utilize AI-based data analytics to improve learning outcomes in educational psychology. Additionally, AI can give teachers more time to concentrate on direct interactions with students and the development of more innovative and effective teaching strategies by automating administrative and assessment tasks. The method used by researchers in researching Utilizing AI-Based Data Analytics to Improve Learning Outcomes in Educational Psychology is to use a quantitative method. The data obtained by researchers was obtained from the results of distributing questionnaires. The distribution of questionnaires carried out by researchers was carried out online using Google From software. The results of data acquisition will also be tested again using the SPSS application. From the research results, it can be seen that AI can accurately predict student academic performance. This can be done by analyzing various factors such as study patterns, class participation, and previous test scores. AI also allows teachers to be proactive in helping their students when they encounter a particular problem. From this research, researchers can conclude that in educational psychology, the use of AI-based data analytics has great potential to improve learning outcomes by personalizing student learning experiences such as, enabling early intervention, improving assessments, increasing operational efficiency, supporting better curriculum development, and offers a customizable learning system.
Co-Authors A. Budhy Rakhmat ahmad yani Ahyar Ardat, Muh Alhafri Alhafri Allo, Karmila Pare Alvin S. Sicat Amalia Mustafa Amirah Budi, Nurwafiqaf Andi Ahmad Chabir Galib Andi Mappiare- AT Assidiq, Ilham Astari Rusdin, Rista Astin, Nur Cut Atira Baguna Delvy Mardvin Siokain Dian Firdiani Ekajayanti Kining ELIHAMI, ELIHAMI Endarwaty, Asrina Firmansyah Firmansyah Fitrianti Sulaiman Fitriyanti Sulaiman Fitriyanti Sulaiman Guilin, Xie Hairul Hairul Hajrawati, Hajrawati Haliq, Muh Idham Handayani Sura Handayani Sura’ Hidayah, Karisma Khoirul IM. Hambali Imam Mursyid Irman Syarif Irmayanti Pratiwi Ismail Ismail Ismail Ismail Ismail Ismaya Ismaya Ita Sarmita Samad Izul Haidi Afdilah Jiao, Deng Karisma Khoirul Hidayah Mahyuddin, Muhammad Junaedi Masnawati Masse Masuwd, Mowafg Abrahem Mawaddatul Maikam Mawaddatul Maykam Miftah Khairati Mowafg Abrahem Masuwd Muh Husain Kamaruddin Muh Idham Haliq Muh. Achyar Ardat Muh.Idham Halik Murni Murni Muwafiq Ibrahim Mas’ud Nanda Alfan Kurniawan Nur Aina Nur Atiqa Nur Hikmah Nur Hikmah Nur Hikmah NurAfni NurAfni Nurul Aifah Nurul Athfal Nurwafiqah Amirah Budi Nuryanti, Titik Putri, Agustin Andhika Putri, Suci Nora Julina Radde, Hasniar A. Randi Saputra Restu, Muhammad Ridwan, Madinatul Munawwarah Rilo Pambudi, Parid Riska Riska Riska Riska Rona Rohmah Dini Rusdin, Rista Astari Sheerly Sheerly Sheerly, Sheerly SITI HALIMAH LAREKENG, SITI HALIMAH Sitonda, Syawal Sri Haryanto Suci Nora Julina Putri Suci Nora Julina Putri Suharman Suharman, Suharman Sulaiman, Fitriyanti Suryani, Aisyah Syahriani Syahriani, Syahriani Syawal Sitonda Syawal Sitonda Syawal Syawal Umiyati Jabri Ummu Aiman Ushwa Dwi Masrurah Arifin Bando Widya Widya Wisnah Wisnah Yanti Yanti Yanti Yanti Yuanyuan Wang, Yuanyuan