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All Journal Equilibrium: Jurnal Pendidikan Jurnal Manajemen Pendidikan AL ISHLAH Jurnal Pendidikan Pendas mahakam : jurnal pendidikan dan pembelajaran Sekolah Dasar Jurnal Pendidikan Islam Pendekar : Jurnal Pendidikan Berkarakter TA'LIM : Jurnal Studi Pendidikan Islam JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu Journal on Education Qalam: Jurnal Ilmu Kependidikan Edumaspul: Jurnal Pendidikan Tasyri` : Jurnal Tarbiyah-Syari`ah-Islamiyah Jurnal Pendidikan Islam AL-ILMI Al-Fatih: Jurnal Pendidikan dan Keislaman Jurnal Review Pendidikan dan Pengajaran (JRPP) Islamika: Jurnal Keislaman dan Ilmu Pendidikan Jurnal Pendidikan dan Konseling Tabyin; Jurnal Pendidikan Islam Dirasah : Jurnal Studi Ilmu dan Manajemen Pendidikan Islam Rayah Al Islam : Jurnal Ilmu Islam Jurnal Pendidikan dan Kewirausahaan Piwulang: Jurnal Pendidikan Agama Islam Al-Ikhtibar : Jurnal Ilmu Pendidikan Al-fahim : Jurnal Manajemen Pendidikan Islam Jurnal Kajian dan Pengembangan Umat Jurnal Pendidikan El-Hekam : Jurnal Studi Keislaman Jurnal Manajemen Pendidikan Dasar, Menengah dan Tinggi [JMP-DMT] Al-Hasanah : Jurnal Pendidikan Agama Islam Pendagogia: Jurnal Pendidikan Dasar Indo-MathEdu Intellectuals Journal NUSRA: Jurnal Penelitian dan Ilmu Pendidikan Ibtidai'y Datokarama: Jurnal Pendidikan Dasar at-Tarbiyah al-Mustamirrah: Jurnal Pendidikan Islam Mauriduna : Journal of Islamic studies al-fikrah: Jurnal Manajemen Pendidikan Edu Research : Jurnal Penelitian Pendidikan Jurnal Basicedu Limas Pendidikan Guru Madrasah Ibtidaiyah YASIN: Jurnal Pendidikan dan Sosial Budaya ALSYS : Jurnal Keislaman dan Ilmu Pendidikan Damhil Education Journal Jurnal Penelitian Ilmu Pendidikan Indonesia Jurnal Al Burhan Indonesian Research Journal on Education Innovative: Journal Of Social Science Research Jurnal Masyarakat Religius dan Berwawasan Ta'dib at-Tarbiyah al-Mustamirrah: Jurnal Pendidikan Islam Journal of Islamic Education Students Social Science Academic Al-Mau'izhoh: Jurnal Pendidikan Agama Islam Jurnal Pengabdian Masyarakat dan Riset Pendidikan Tuladha : Jurnal Pendidikan Dasar Ta'lim: Jurnal Pendidikan Agama Islam dan Manajemen Pendidikan Islam Proceedings Series of Educational Studies Indonesian Journal of Islamic Education Studies (INJURIES) Permata : Jurnal Pendidikan Agama Islam PESHUM
Fadriati Fadriati
Universitas Islam Negeri Mahmud Yunus Batusangkar
Religion Arts Humanities Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Physics Public Health Social Sciences Other

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Journal : AL ISHLAH Jurnal Pendidikan

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Designing an Expert System for Evaluating Student Stress Levels: A Novel Instrument Using Backward and Forward Chaining Methods Fadriati, Fadriati; Masril, Masril; Muchlis, Lita Sari; Putra, Fitra Kasma; Mudinillah, Adam
AL-ISHLAH: Jurnal Pendidikan Vol 16, No 3 (2024): AL-ISHLAH: JURNAL PENDIDIKAN
Publisher : STAI Hubbulwathan Duri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35445/alishlah.v16i3.5466

Abstract

Academic stress is a problem that students often experience, especially when completing final studies such as writing a thesis. This research aims to develop an instrument for measuring students' academic stress levels based on an expert system using forward chaining and backward chaining methods. The research method used is research and development (RD) with a Borg and Gall design which includes 10 steps. These steps include: (1) Research and information collecting, (2) Planning, (3) Developing a preliminary form of the product, (4) Preliminary field testing, (5) Main product revision, (6) Main field testing, (7) Operational product revision, (8) Operational field testing, (9) Final product revision, and (10) Dissemination and implementation. By following these steps, the research ensures a systematic and thorough development process, leading to a reliable instrument for measuring academic stress. The data collection instrument was the Guttman model academic stress scale (SSA) with 48 valid and reliable items (rxy = 0.785). Data was obtained from 319 IAIN Batusangkar student respondents which were processed descriptively. The results showed that 34.8% of respondents experienced high levels of academic stress, 32.6% moderate, and 32.6% low. Furthermore, this research develops a web-based expert system application to detect students' academic stress levels by using forward chaining, which starts from data to reach a conclusion, and backward chaining, which starts from a goal to verify it with available data. These methods ensure accurate stress level assessments. Through this technological approach, the research provides a comprehensive solution for managing and reducing student academic stress effectively and efficiently, with findings showing that the expert system significantly improves early detection and personalized stress management strategies for students.
Co-Authors Adam Mudinillah Afriani, Risa Akmal Alwis, Dona Ana Yori Amanda, Nadya Rizki Amri, Irzan Andri Andri Anggalina, Fitria Aprima, Septi Gia Arben, Arben Ardiansyah Ardiansyah Arnol Arnol Asmendri Asmendri Astuti, Devi Astuti, Yulisa Dwi Ayunda, Hasnirda Azizah Febriza B.S, Iman Asroa Bawadi, Ahmad Jihad Chelsie Aprilia Chelsie Aprilia Darmalinda David David Dedi Irwan Demina Demina Dessy Dina Andriyani Dina Andriyani Dona, Dona Doni Warman Elizasri Elza Salmawati Ermida Ermida, Ermida Ermis Suryana Ermis Suryana Ermiyanto Ermiyanto, Ermiyanto Fifani, Nur Astri firma Adinda Fitra Kasma Putra, Fitra Kasma Fitrah Rahma Yani Fitrah Rahma Yani Gusri, Fauziah Gustia, Nanin Gustina Habibillah, Ahmad Hady, Mulya Halimatus Sa'diah Hamdi, Choirul Handriadi Handriadi Hartono, Rudi Hasni, Walidatil Hayati, Salmi Hazli, Muhammad Khairul Hefrita, Nelly Octovia Heliwasnimar Heliwasnimar Hendra Susanti Henny Hamdani Basri Hersanti Arnita Himmah, Uzmal Ikhwan, Zul Iman Asroa BS Junaidi, Isra Khairat, Annisaul Kholik, Muhammad Habib Ilham Kurnia Fitri Andani Latifa, Putri Dwi Lazwardi, Lisa Lita Sari Muchlis Litasari Muchlis Liza, Nova M. Haviz Masril Masril Mela Amelia Santika Mudinillah, Adam Muhammad Afdhol Muhammad Aziz Muharnis Muharnis Mulyani Mulyani Mulyeni Mulyeni Muntatsiroh, Addurorul Muspiarman, Muspiarman Nanin Gustia Nur Azizah Nurlaila Nurlaila Nurul Wahyuni Nuryupa Pelina, Dilla pengelola, pengelola Permana, Dino Yudia Puja Hidayati Putra, Joni Putra, Rudi Yongki Nanda Putri, Lilida Putri, Oriza Satifa Putri, Widya Rahadian, Alip Rahamafitri, Fadhilah Rahma Yulira, Melisa Rahmadani, Dinda rahmadani, novreza Rahmadhani, Riri Ramadani, Putri Amalia Ramli, Syahrur Reni Susanti Ria Nofia Ridwal Trisoni Rina Nofriana Ritman Hendra Ritman Hendra roki Romi Muliawarman Roni Indra Partini Rosmiati Rosmiati Rusmita Rusmita Safira, Elsa Safrizal Safrizal Safrizal Safrizal Sarmen Aris Siregar, Yahpuri Ayunda Sri Nanti Sri Rahmawati Sri Wahyuningsih Suharmon Suharmon Suhendri Suryana , Ernis Susanti, Hendra Susi Herawati Susrizal, Silvia Suswati Hendriani Syafni Nurti Syafri, Zulfawan T Idris Takwim Teti Rosminda Turrohma, Mitra Vernando, Tomi Okta Weni, Weni Wijaya, Putu Albiansyah Willy Akmansyah Lubis Wince Wince, Wince Yenti, Desmy Yoma, Abdul Razzak Yozara Hendri YUDI NUR SUPRIADI Yuliana Putri Zakia, Nadia Zikri, Akmaluz Zilfadhliyah, Zilfadhliyah Zulhendri Zulhendri Zunita, Irma Zurhidayati, Zurhidayati