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Journal : Online Learning in Educational Research

Deep Learning in Automated Essay Scoring for Islamic Education: A Systematic Review Putri, Rokhmatul Khoiro Amin; Kusaeri, Kusaeri; Suparto, Suparto
Online Learning In Educational Research (OLER) Vol. 5 No. 2 (2025): Online Learning in Educational Research
Publisher : CV FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/oler.v5i2.753

Abstract

Automated Essay Scoring (AES) is a computer-based scoring system that uses appropriate features to automatically assess or give feedback to students, by combining the power of Artificial Intelligence and natural language processing (NLP) to provide convenience and benefits for evaluators. This study aims to analyze the most effective algorithmic models in evaluating the accuracy and reliability of the Automated Essay Scoring (AES) system, especially in the context of Islamic religious education assessment, as well as examine its advantages and disadvantages in supporting objective and efficient learning evaluation. This study uses the Systematic Literature Review (SLR) approach by following the PRISMA protocol. A total of 31 relevant articles published in the period 2020 to 2025 from the Scopus and Springer databases were analyzed to evaluate the use and effectiveness of algorithms in the development of AES systems. The results show that transformer-based models, specifically BERT, are the most effective algorithms in current AES implementations. BERT excels because of its ability to understand bidirectional context and semantic depth in text. These models generate accurate scores and can provide automated feedback that is close to the quality of human judgment. However, the use of BERT requires large training data and high computing resources. While BERT demands substantial data and computing power, its application in Islamic education highlights the potential of AES to support more objective, consistent, and scalable assessment of students’ essays
Co-Authors A Admiral A'Yun, Qurotul Abas Sato Abdurahman . Abiyyu, Muhammad Rofi’ Abuddin Nata, Abuddin Achmad Chusnun Ni'am Achmad Maulidi Ade Dharmawan Adi Nugroho Adinda, Fadhel Arjuna Afriani, Selvi Afriansyah, Faisal Lutfi Ahmad Muhlisin Akbar, Aryo Akhmad Sodiq Alanshori, M. Zainuddin Alfasada, Caesarvio Ali Djamhuri Alif, Ummina Nurus alim, Aip Nur Amahala, Ainur Rahmania Dj Anny Mulyani Anwar Made Ar Rafli, Ferdiansyah Ariyanti, Ulfa Dwi Atmaja, Yuvensius Gerry Avriza, Ariel Henry Ayu, Nur Azeryan, Vitho Bagaskara, Satria Bahri, Wawan Saepul Barriroh, Hurril Budiono, Wahyu Bujono, Purwo Chusnah, Nuning Isfa' Nisaul Daud, Muhammad Burhanuddin Dewi, Risty Christina Dinda Luthfiaturrahmah Alhaq Dwi Pratiwi Markus, Dwi Dwicahyani, Anindya Rachma Efendi Ibnususilo Efendi, Rizky Kurniawan Ellydar Chaidir, Ellydar Emalia, Elena Sandra Erdhianto, Yoniv Erdianto, Yoniv Erlinda Ningsih, Erlinda Evi Yuliawati Faishal Taufiqurrahman Farid Ardyansyah Fasihuddin, Achmad Fahmi Febriana, Dyah Ayu Fitria Salsabilla Irzayana Fitriani, Anisa Putri Fitriani, Rinfani Dwi Gatot Basuki HM Ginda Ginda Hadi Tuasikal Hairil Anwar Han, Muhamad hartanto hartanto Hartono, Rudi Hastawati Chrisna Suroso, Hastawati Chrisna Heni Susanti, Heni Henny Tannady Tan Heri Susanto Hermawan, Stepanus Maman Hidayati, Zuhriyah Hidayati, Zuhriyyah Hukamak, Moh Tahrikul Idah Hamidah Indra, Adam Malik Istia, Mieke Joseba Jamhari Jamhari Jhovanny, Anggie Kahfi, Al Karo-Karo, Imron Azhari Kartika, Ronald Winardi Kurniasih, Esy Kurniawan, Rhohis Kusaeri Kusaeri Laili, Hidayatul Nur Layanto, Nicolas Lisanul Uswah Sadieda Lubis, Ardiansyah Lukman Hakim Lukmandono Luluk Mawardah M Gustar Umam Mahmudi, Adi Alfi Malyuna, Sita Isna Mannan, Abd Marcel Antoni Markus Anda Maswani Maswani, Maswani Misbahul Munir Mohammad Hamdani, Mohammad Monica Cherlady Anastasia Muarofah, Ulfiatul Mudhofar, M. Muhammad Nur Ahsan Zakir Muhammad Zuhdi Muhartono, Aris Mukhlisoh, Nanik Anita Mukti, Ajeng Risky Mukti, Gatot Basuki Hari Muntolib, Muntolib Mustikasari, Yeni Ratu Mu’ti, Abdul Nabila, Sheila Nafisah, Khudrotun Ni Luh Putu Hariastuti Novianti, Finna Nur Nur Alimah, Nur Nur Rahmawati Nuri Aslami Oktiana, Puja Erwinda Palallo, Alief Asyur Paramesti, Rara Nidhana Prastian, Lutfi Dwy Pratama, Ahmad Febri Pratama, Vegas Fahrul Putra, Dhony Manggala Putri, Marsheila Karisa Putri, Rokhmatul Khoiro Amin Rahmayanti, Ismi Rahmayanti, Jesica Dwi Ramadhani, Alifia Ramadhani, Gui Rendra F. Raniya, Pudyas Tataquna Ratnasari, Erna Rizkullah, Wafi Rezha Robaiyadi, Robaiyadi Rony Prabowo Rudy Ciulianto, Rudy Safa, Ahmad Jilli I. Safitri, Karirin Dora Saifatur Rusli, Saifatur Salsabila, Zuha Prisma Sambera, Ongky saputra, ananda adik alam Sari, Reanita Rachmanda Sasongko, Sukendro Broto Sentot Purboseno Shodiq, Ahmad Silmi, Thoriq Aji Siriwa, Sultan Yosua Siti Maimunah Subkhi, Nur Suhartini Suhartini Sulistyo Sulistyo Sulthon, Ali Suparjo Susilo, Efendi Ibnu Sutanti, Yosephin Sri Syadiyah, Lailatus Syaifur rahman Syarifah, Himatus Takdir, Ahmad Taqiyuddin Tamami, Badrut Tanpomas, Irvan Ulul Azmi Valentia Josephine, Clara Vincendy, Constantinus Johananda Kardinal Wahyudianto, Dimas Nur Wardhani, Galuh Rachma Wijanarko, Irfan Pandu Willian, William Winata, Deadora Wirawan, Andre Valiant Witriyanti, Siska Nur Woodward, John Yanuar, Kukuh Eska Yuliharti Yuliharti Yuni Arrifadah, Yuni Yusanto, Deni Okta Yusanto, Deni Okta Zaitun Zaitun Zakiyyah, Intan