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All Journal Journal Industrial Servicess Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Informatika IJCIT (Indonesian Journal on Computer and Information Technology) Perspektif : Jurnal Ekonomi dan Manajemen Universitas Bina Sarana Informatika Jurnal Teknik Komputer AMIK BSI Cakrawala : Jurnal Humaniora Bina Sarana Informatika Paradigma Bina Insani ICT Journal JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Pilar Nusa Mandiri Informatics for Educators and Professional : Journal of Informatics Faktor Exacta Indonesian Journal of Artificial Intelligence and Data Mining JITK (Jurnal Ilmu Pengetahuan dan Komputer) Techno Nusa Mandiri : Journal of Computing and Information Technology JURNAL TEKNOLOGI DAN ILMU KOMPUTER PRIMA (JUTIKOMP) Abdimas Umtas : Jurnal Pengabdian kepada Masyarakat Journal of Information System, Applied, Management, Accounting and Research EVOLUSI : Jurnal Sains dan Manajemen E-JURNAL JUSITI : Jurnal Sistem Informasi dan Teknologi Informasi INTI Nusa Mandiri Indonesian Journal for Social Responsibility Jurnal Infortech Jurnal Sistem Informasi Jurnal AbdiMas Nusa Mandiri Vivabio : Jurnal Pengabdian Multidisiplin Majalah Ilmiah UPI YPTK Abditeknika - Jurnal Pengabdian Kepada Masyarakat Akasia: Artikel Ilmiah Sistem Informasi Akuntansi Jurnal Abdimas Ekonomi dan Bisnis Reputasi: Jurnal Rekayasa Perangkat Lunak Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Journal of Dinda : Data Science, Information Technology, and Data Analytics Publikasi Pengabdian Masyarakat Komputer dan Teknologi (PUNDIMASKOT) Jurnal Pengabdian Kreatif Cemerlang Indonesia AMMA : Jurnal Pengabdian Masyarakat Journal of Computer Science Contributions (Jucosco) Jurnal Pengabdian Kepada Masyarakat Harmony Philosophy: International Journal of Islamic Religious Studies and Sharia Jurnal Sistem Informasi dan Teknologi Informasi
Andi Saryoko
Universitas Nusa Mandiri
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AI-DRIVEN ACADEMIC SCREENING: PENGEMBANGAN SISTEM REVIEWER OTOMATIS BERBASIS AI AGENT Verry Riyanto; Andi Saryoko; Anton; Lia Mazia; Nurmalasari; Tati Mardiana
INTI Nusa Mandiri Vol. 20 No. 2 (2026): INTI Periode Februari 2026
Publisher : Lembaga Penelitian dan Pengabdian Pada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/inti.v20i1.6793

Abstract

An artificial intelligence (AI)-based research proposal submission system is an innovative solution to improve efficiency and transparency in the academic selection process. This study develops a web-based system using the Laravel framework integrated with AI Agent to automatically review the title and abstract of lecturers' research proposals. This system is designed with a hybrid training approach, combining Supervised Learning (labeled data) and Reinforcement Learning from Human Feedback (RLHF), and utilizing Natural Language Processing (NLP) techniques for semantic analysis. The implementation results show that the system is able to evaluate research proposals with high accuracy, including checking title-abstract alignment, identifying problem backgrounds, and assessing originality. The system also provides real-time statistics and evaluation records, supporting more objective decision making. The contribution of the research lies in the use of AI to automate academic processes, reduce the workload of human reviewers, and improve the integrity of the research roadmap
Co-Authors Abdul Aziz Agus Junadi Agus Junaidi Agustiani, Sarifah Ali Mustopa, Ali Andini, Siwi Putri Anggraeni Putri, Sukmawati Anton Ardiansyah Arfhan Prasetyo Arie Kurniawan Aryo Tunjung Kusumo ASEP MULYANA Aziz, Faruq Bagas Eka Saputra DANDI YUSBIAL BAYANI Daryati, Elisabeth Isti Dea Amelia Desty Anggraeni DHARMA WINATA Dicky Kurniawan, Muhammad Donna Setiawati Dwiantoro, Tino Dwiyogo, Santos Winarso Eliyana, Instianti Eni Pudjiarti Erna, Maria Agustina Evita Fitri Evita Fitri Fadli Rais Faruq Aziz Fitrayuda Rivaldy Fitri, Evita Frisma Handayanna Ganda Wijaya Ganda Wijaya Ginanjar, Syaiful Gustin Setyaningsih Hadi Sukmana, Sulaeman Hanna Rizkia Haryani Hendri Hendri Hendri Hendri Ida Ayu Putu Sri Widnyani Instianti Elyana Instianti Elyana, Instianti Irwansyah Saputra Junior, Mario Christian Kresna Ramanda Kurniyawantoro, Kurniyawantoro Kusumo, Aryo Tunjung Lawrence Adi Supriyono Lia Mazia Lia Nurmalia Linda Marlinda Lutfiyah Lutfiyah Mario Christian Junior Mawadatul Maulidah MEILYNDA TRISIANA Melan Susanti Melan Susanti, Melan Mhd Rizky Miftahul Janah, Miftahul Mohammad Badrul Muhammad Farhan Muhammad Suparmono Mono Nadiyah Hidayati Naufal Muzakki Ramadhan Nugraha, Siti Nurhasanah Nur Kholis Nurmalasari Nurul Khasanah Panca Saputra, Elin Priyono Priyono Putri, Ayu Berlianda Rahmat Hidayat Rahmat Hidayat Ramadhan, Aditya Rian Retno Sari Retno Sari Retno Sari Retno Sari Reto Sari Riani, Riska Ridwansyah Ridwansyah Ridwansyah Ridwansyah Ridwansyah Ridwansyah Riska Aryanti Rismaya, Siska Rizki Wahyudi Rizky, MHD Rosyda, Susy S.M Santi Winarsih Saeda, Ida Samudi Saputara, Elin Panca Saputra, Bagas Eka Sarah Khairunnisa Budiyanto Sartini Sartini Sartini Sartini Sartini Satrio Budi Santoso Shafar, Rizki Muhammad Sholihin Muttaqin Simanjuntak, Rezin Siswahyudianto Siti Faizah Siti Helmyati Siti Khotimatul Wildah Siti Nurhasanah Nugraha Siti Nurhasanah Nugraha Sopiyan Dalis Sri Rahayu Susafa'ati Susy Rosida Susy Rosyda Susy Rosyida Syara Chintya Dewi Syarah Seimahuira Taopik Hidayat Tati Mardiana Verry Rianto Verry Riyanto VILSAFA KHOIRUNNISAK Wadu, Novita M Kana Wahyudin Wahyudin Wahyudin Wahyudin Windu Gata Yoga Adi Prayogi Yustin Anggraheni Putri, Yustin Anggraheni