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All Journal ComEngApp : Computer Engineering and Applications Journal Jurnal Pendidikan Fisika Undiksha Jurnal Diskursus Islam English Review: Journal of English Education KARSA: Jurnal Sosial dan Budaya Keislaman (Journal of Social and Islamic Culture) Al-Ahwal: Jurnal Hukum Keluarga Islam Jurnal Deformasi JURNAL NASIONAL TEKNIK ELEKTRO Sosioreligius: Jurnal Ilmiah Sosiologi Agama Jurnal Teknik Jurnal Pengabdian UntukMu NegeRI Sosial Horizon: Jurnal Pendidikan Sosial Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Maqasid: Jurnal Studi Hukum Islam Rancang Bangun Studia Religia: Jurnal Pemikiran dan Pendidikan Islam Journal Of Nursing Practice Jurnal At-Tibyan: Jurnal Ilmu Alqur’an dan Tafsir Pendas : Jurnah Ilmiah Pendidikan Dasar Jurnal Keperawatan Muhammadiyah Halaman Olahraga Nusantara : Jurnal Ilmu Keolahragaan Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan JOURNAL EQUITABLE YUSTISI International Journal of Elementary Education JUMANJI (JURNAL MANAJEMEN JAMBI) Jurnal Studi Ilmu-ilmu Al-Qur'an dan Hadis Al-Hikmah: Jurnal Agama dan Ilmu Pengetahuan Psikoislamedia : Jurnal Psikologi MIMBAR : Jurnal Penelitian Sosial Dan Politik PERSPEKTIF Santhet: (Jurnal Sejarah, Pendidikan Dan Humaniora) Al-Ittihad: Jurnal Pemikiran dan Hukum Islam Jurnal Pengabdian Masyarakat Bumi Raflesia Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika MDJ (Makassar Dental Journal) ADHKI: Journal of Islamic Family Law International Journal of Electrical, Energy and Power System Engineering (IJEEPSE) Medium : Jurnal Ilmiah Fakultas Ilmu Komunikasi Journal Informatic, Education and Management (JIEM) Al Marhalah Jurnal Pengabdian kepada Masyarakat Nusantara Journal Zetroem Yustisi: Jurnal Hukum dan Hukum Islam Koordinat : Jurnal Pembelajaran Matematika dan Sains Indian Journal of Forensic Medicine & Toxicology JOURNAL SCIENTIFIC OF MANDALIKA (JSM) Jurnal Math-UMB.EDU Inspirasi Ekonomi : Jurnal Ekonomi Manajemen Ekasakti Jurnal Penelitian dan Pengabdian (EJPP) International Journal of Economics, Management, Business, and Social Science Epistema JIKI (Jurnal Ilmu Komputer dan Informatika) Jurnal Bingkai Ekonomi (JBE) Jurnal Pengabdian Kepada Masyarakat Patikala TEKIBA : Jurnal Teknologi dan Pengabdian Masyarakat Al-Ubudiyah: Jurnal Pendidikan dan Studi Islam Humantech : Jurnal Ilmiah Multidisiplin Indonesia International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) BASHAIR Jurnal Komputer, Informasi dan Teknologi NUSRA: Jurnal Penelitian dan Ilmu Pendidikan Nurse and Holistic Care DEVELOPMENT : Journal of Community Engagement MACHINERY: Jurnal Teknologi Terapan Jurnal Ilmiah Bakti Farmasi Jurnal Multidisiplin Madani (MUDIMA) Al-MIKRAJ: Jurnal studi Islam dan Humaniora Jurnal Cakrawala Ilmiah Warmadewa Minesterium Medical Journal HEUTAGOGIA: Journal of Islamic Education Jurnal Sains Informatika Terapan (JSIT) Inovasi Matematika (Inomatika) Denta: Jurnal Kedokteran Gigi Ahmad Dahlan Medical Journal Pedagogik : Jurnal Pendidikan Guru Sekolah Dasar Indonesian Journal of Electrical Engineering and Renewable Energy (IJEERE) International Journal of Education and Teaching Zone Jurnal Andalas: Rekayasa dan Penerapan Teknologi Edu Research : Jurnal Penelitian Pendidikan Al Lughawiyaat PEKERTI Journal Pendidikan Agama Islam & Budi Pekerti Prosiding Seminar Nasional Pengabdian Kepada Masyarakat Literasi: Jurnal Pendidikan Guru Indonesia International Journal of Economics (IJEC) Journal of Geology and Exploration International Journal of Integrative Sciences Hexagon JISPE Journal of Islamic Primary Education International Journal of Advanced Science Computing and Engineering QANUN: Journal of Islamic Laws and Studies Jurnal Guru Pencerah Semesta (JGPS) Jurnal Inovasi Pendidikan dan Teknologi Informasi (JIPTI) Jurnal Katalisator Vokatek : Jurnal Pengabdian Masyarakat Information Technology Education Journal Qawwam Jurnal Komunikasi dan Kebudayaan Ezra Science Bulletin Gudang Jurnal Multidisiplin Ilmu Jurnal Pengabdian Bangsa Kelola: Jurnal Manajemen Pendidikan Jurnal Elektro Kontrol (ELKON) MILRev: Metro Islamic Law Review JRIIN :Jurnal Riset Informatika dan Inovasi Ekasakti Journal of law and Justice ISCO Al-Zayn: Jurnal Ilmu Sosial & Hukum Jurnal Pengabdian Masyarakat (Jupemas) Jurnal Quancom: Jurnal Quantum Komputer Jurnal Pengabdian Masyarakat dan Riset Pendidikan BATOBO: Jurnal Pengabdian Kepada Masyarakat Indev: Literasi Media Dakwah dan Pengembangan Masyarakat EduInovasi: Journal of Basic Educational Studies MADIKA: Jurnal Politik dan Governance Jurnal Sosial Ekonomi Perikanan Jurnal Pengabdian Kepada Masyarakat Meambo Journal of Authentic Research MERDEKA: Jurnal Ilmiah Multidisiplin Jurnal Al-Mubarak: Jurnal Kajian Al-Qur'an dan Tafsir Journal of Progressive Information, Security, Computer and Embedded System Jurnal Imiah Pengabdian Pada Masyarakat (JIPM) Jurnal Teknik dan teknologi tepat guna Jurnal Pengabdian Masyarakat Bangsa AL-ABSHOR : Jurnal Pendidikan Agama Islam The Indonesian Journal of Computer Science Majalah Pengabdian Indonesia Jurnal Manajemen Bisnis dan Keuangan MASADIR: Jurnal Hukum Islam JCSE: Journal of Community Service and Empowerment International Journal of Wireless And Multimedia Communications Jurnal MediaTIK Macca: Science-Edu Journal Journal Information Technology Trends International Journal of Economics, Business and Innovation Research JURNAL PENGABDIAN PEMBANGUNAN PERTANIAN DAN LINGKUNGAN (JP3L) Hikamatzu Journal of Multidisciplinary Research Emitor: Jurnal Teknik Elektro Al-Bustan: Jurnal Pendidikan Islam LEMBARAN PUBLIKASI MINYAK DAN GAS BUMI El-Madaniyah: Jurnal Pengabdian Masyarakat Journal of Community Service Jurnal Riset Multidisiplin Edukasi AT-TAKLIM: Jurnal Pendidikan Multidisiplin INOVASI: Jurnal Ekonomi, Keuangan, dan Manajemen Journal of Engineering Science and Technology Applications DARUSSALAM: Scientific Journal of Islamic Education JMP : Jurnal Mahasiswa Pemerintahan Journal of Biotropical Research and Nature Technology Journal of Statistics and Data Science Jurnal Pgmi Uniga Aksi Kita: Jurnal Pengabdian Kepada Masyarakat UPEJ : Unnes Physics Education Journal As-Sulthan Journal of Education JURNAL PENDIDIKAN DAN KEBUDAYAAN MISSIO Journal of Primary Education Innovation and Research INTENS Jurnal Inovasi Sains Teknologi dan Bisnis Cognitia : International Engineering Journal Melayunesia Law JUPIKMAS Innovasi : Jurnal Inovasi Pendidikan
Firdaus
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SUBORDINASI DAN MARGINALISASI PEREMPUAN DALAM AKSES PENDIDIKAN TINGGI DI PEDESAAN: STUDI KOMPARATIF DI KABUPATEN GOWA Firdaus
SOSIORELIGIUS Vol 10 No 1 (2025): Sosioreligius: Jurnal Ilmiah Sosiologi Agama
Publisher : Departemen Sosiologi Aga,ma, Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/sosioreligius.v10i1.58504

Abstract

This study aims to analyze the forms of subordination and marginalization experienced by women in accessing higher education in rural areas of Gowa Regency. Using a qualitative approach through case studies in six villages, this study explores the subjective experiences of female and male students in the context of gender inequality. The research findings show that strong patriarchal norms, domestic roles attached to women, and low family support are the main obstacles for women to continue their higher education. In addition, economic factors and gender-biased social constructions reinforce the marginalization of women, both structurally and culturally. Although the number of female students is increasing, their strategic role in higher education is still very limited. This study recommends the need for affirmative policies, the provision of gender-friendly educational facilities, and social change campaigns to create fair and equal access to education for women in rural areas.
The Phenomenon of Bugis Tafsir on Islamization in Eastern Indonesia Firdaus; HS, Muhammad Alwi; Parninsih, Iin; Abubakar, Achmad
Jurnal Studi Ilmu-ilmu Al-Qur'an dan Hadis Vol. 26 No. 2 (2025): Juli
Publisher : UIN Sunan Kalijaga Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14421/qh.v26i2.6271

Abstract

This article examines the phenomenon of Bugis tafsir, both written and oral, produced by the As'adiyah ulama during the Islamization of Eastern Indonesia. As’adiyah, the oldest pesantren in the region, played a crucial role in the dissemination and teaching of Islam. Within this process of Islamization, Bugis tafsir emerges as a significant subject of study, as tafsir was foundational to the establishment of this pesantren. This is exemplified by the Bugis tafsir Tafsir Surah Amma Bil-Lughah Al-Buqisiyyah by AGH. Muhammad As’ad Al-Bugisy, the founder of As’adiyah. Furthermore, Bugis tafsir has been developed in various forms by As'adiyah scholars, initiated by the early students of the pesantren’s founder. This article argues that local tafsir is not only part of the intellectual heritage of pesantren but also plays a vital role in shaping pesantren traditions. This study employs a phenomenological-historical approach, combining literature review and fieldwork. Its findings indicate that the production of Bugis tafsir is essential for the promotion and transmission of Islam in Eastern Indonesia through Qur'anic interpretation that engages with contemporary contexts. This role is particularly evident in three key aspects: (1) culturally rooted da'wah (religious outreach), (2) the preservation of intellectual and cultural heritage through interpretation, and (3) the safeguarding of the distinctiveness of pesantren and Bugis culture. These three primary functions highlight the importance of employing local languages in the process of Islamization through interpretation—especially within the cultural framework of the interpreter, particularly when the interpreter is a pesantren ulama.
The Missionary Movement Of Tuan Guru Bajang (TGB) In West Nusa Tenggara Mulyadin; Muliaty Amin; Sattu Alang; Firdaus; Mirwan; Murdifin
Gudang Jurnal Multidisiplin Ilmu Vol. 3 No. 7 (2025): GJMI - JULI
Publisher : PT. Gudang Pustaka Cendekia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59435/gjmi.v3i7.1703

Abstract

This study discusses the missionary movement of Tuan Guru Bajang (TGB) in West Nusa Tenggara. This is a qualitative study. The research design is field research. The results of this study indicate that: Tuan Guru Bajang (TGB) Zainul Majdi, as a preacher, possesses exceptional competence and academic qualifications. His approach to delivering his sermons is calm and approachable, making his messages easily accepted by people from all walks of life. The target audience of TGB Zainul Majdi's preaching encompasses all segments of society, including those of different religious backgrounds. During his tenure as governor, TGB continued to fulfil his duties as a preacher.
KREATIVITAS SEKOLAH DALAM MENGEMBANGKAN POTENSI PESERTA DIDIK MELALUI PROGRAM PENGEMBANGAN DIRI DI SD PERSIS 55 KOTA SERANG M., Taufik; Hakim, Zerri Rahman; Firdaus
Jurnal PGMI UNIGA Vol 3 No 1 (2024): Jurnal PGMI UNIGA
Publisher : Universitas Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52434/pgmi.v3i1.42395

Abstract

satu dengan lainnya. potensi tersebut perlu digali dan dikembangkan. Terdapat Sembilan jenis kecerdasan atau disebut dengan multiple intelegenci (Kecerdasan majemuk). Setiap peserta didik mempunyai paling sedikit satu potensi, dalam potensi yang dimiliki ini guru berperan sebagai penunjuk atau yang membantu mengarahkan potensi yang dimiliki siswa sehingga potensi tersebut dapat berkembang. Peserta didik perlu diberikan fasilitas oleh sekolah untuk menunjang kebutuhannya. Program pengembangan diri adalah upaya sekolah untuk mengembangkan minat, bakat, serta menumbuhkan potensi yang ada di setiap diri peserta didik. Maka, penelitian ini bertujuan untuk mengetahui kreativitas yang dilakukan sekolah dalam mengembangkan potensi peserta didik. Penelitian ini menggunakan pendekatan kualitatif dengan metode penelitian deskriptif. Teknik pengumpulan data pada penelitian ini menggunakan data yang berupa kata-kata dan gambar yang didapat dari hasil observasi, wawancara, dan dokumnetasi. Berdasarkan hasil penelitian, dapat diketahui bahwa perencanaan program pengembangan diri di SD PERSIS 55 Kota Serang dilaksanakan oleh beberapa pihak, diantaranya yaitu kepala sekolah, wakil bidang kesiswaan, guru kelas, dan pelatih beserta pendampingnya yang dilaksanakan setiap setahun dua kali. Sedangkan pelaksanaan program pengembangan diri di SD PERSIS 55 Kota Serang dilakukan sesuai dengan juklak juknis yang telah dibuat oleh pelatih. Dan hasil dari program pengembangan diri di SD PERSIS 55 Kota Serang terlihat dari beberapa aspek yaitu aspek spiritual, fisik, emosional, sosial, intelektual, dan kreativitasnya. Kata Kunci: Potensi, Program, Pengembangan Diri
The relationship between fingerprint patterns and intelligence qoutient of dental students batch 2021 of Baiturrahmah University : Hubungan pola sidik jari dengan intelligence qoutient mahasiswa kedokteran gigi angkatan 2021 Universitas Baiturrahmah Rizkiani, Erdina Wira; Firdaus; Iswani, Resti; Sari, Widya Puspita; Surya, Leny Sang
Makassar Dental Journal Vol. 14 No. 2 (2025): Volume 14 Issue 2 August 2025
Publisher : Makassar Dental Journal PDGI Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35856/mdj.v14i2.1231

Abstract

Intelligence quotient (IQ) and fingerprint pattern (FPP) are related because during the intrauterine period, brain and PSJ forma-tion occur almost simultaneously. Normal or abnormal genetic messages during this period will affect the brain and FPP. This study discusses the relationship between FPP and IQ level in 2021 students of the Faculty of Dentistry, Baiturrahmah Universi-ty. Analytical quantitative research was conducted on students of the Faculty of Dentistry Class of 2021 as many as 53 sam-ples with random sampling technique. Univariate analysis is presented in the form of frequency distribution, bivariate analysis using the chi-square test and data processing using the computerised SPSS v.25.0. The study showed that the most FPPs were loops, namely 37 people, the most IQ level was average, namely 40 people. It was concluded that there was no relationship between FPP and IQ level in 2021 dental students at Baiturrahmah University.
POLA KOMUNIKASI ORANG TUA DALAM MENGATASI KENAKALAN REMAJA: (Studi Pada Masyarakat Kelurahan Penanae) Mayangsari, Yayu Rahmawati; Firdaus
Jurnal Komunikasi dan Kebudayaan Vol. 12 No. 1 (2025): Jurnal Komunikasi dan Kebudayaan ( Mei)
Publisher : Universitas Mbojo Bima - Nusa Tenggara Barat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59050/jkk.v12i1.306

Abstract

Tujuan penelitian ini untuk mengetahui bagaimana Pola komunikasi orang tua dalam mengatasi kenakalan remaja yang terjadi di Kelurahan Penanae. Penelitian ini menggunakan metode kualitatif dengan menggunakan teori Penetrasi sosial dalam prespektif ilmu komunikasi. Penentuan key informan dalam penelitian ini adalah dengan purposive sampling. Teknik pengumpulan data dengan wawancara, observasi serta dokumentasi. Teknik analisa data dengan reduksi data, model data dan penarikan kesimpulan dengan tringulasi sumber. Hasil dari penelitian ini menunjukan bahwa kasus kenakalan remaja di Kelurahan Penanae terus meningkat, berbagai kasus seperti pernikahan dini, perkelahian, pemakaian obat-obatan, mabuk-mabukan, dll terus terjadi. Bertambahnya angka kenakalan remaja tidak hanya meresahkan para orang tua, namun juga berbagai pihak seperti Masyarakat, dan Pemerintah. Presentasi kenaikan angka problema sosial yang menggerogoti anak bangsa disebabkan oleh berbagai faktor seperti Pergaulan, lingkungan keluarga tidak harmonis, kurangnya pendidikan agama, ekonomi yang tidak kondusif, dan lain-lain. Dalam mengatasi kenakalan remaja yang cukup memprihatikan orang tua melakukan beberapa upaya seperti: melakukan pengawasan terhadap anak, memberikan kebutuhan anak, melakukan pendekatan emosional, memberikan landasan yang kokoh, membimbing dan mengendalikan perilaku anak, memberikan berbagai pengalaman hidup yang normal, mengajarkan cara berkomunikasi, membantu anak menjadi bagian dari keluarga, memberi teladan, dan memberikan dukungan, dorongan serta motivasi. Selain itu orang tua harus pintar-pintar menempatkan diri.
Utilizing Digital Game Based Learning to Enhance English Grammar Mastery Learning for the Third Year Students Firdaus; Sunubi, Abdul Haris; Ambo Dalle; Arqam; Mujahidah
AL LUGHAWIYAAT Vol. 6 No. 2 (2025): July
Publisher : IAIN KENDARI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31332/alg.v6i2.11803

Abstract

This research aims to examine the effectiveness of Digital Game-Based Learning (DGBL) in improving the English grammar mastery of third-year students. The study also investigates student responses and engagement in the learning process. This research used a Classroom Action Research (CAR) design conducted in two cycles, involving 25 third-year students. The learning process utilized digital platforms such as Duolingo, Baamboozle, and Blooket as interactive grammar learning media. Data were collected through grammar tests, observation sheets, and field documentation. The results showed a significant improvement in students’ grammar mastery, with the average score increasing from 58.52% in Cycle I to 91.20% in Cycle II. In addition, students demonstrated very positive responses and increased engagement during the DGBL activities. The learning atmosphere became more dynamic, and students were more motivated to participate actively in class. The study concludes that Digital Game-Based Learning not only enhances grammar skills but also promotes positive attitudes and high engagement among students in a pesantren context.
RELEVANSI MUTHLAQ DAN MUQAYYAD DALAM HUKUM KELUARGA Fuadi, Mhd Yusral; Firdaus; Aslam, Beni
QANUN: Journal of Islamic Laws and Studies Vol. 3 No. 2 (2025): QANUN: Journal of Islamic Laws and Studies
Publisher : ASIAN PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58738/qanun.v3i2.769

Abstract

Muthlaq dan muqayyad merupakan bagian yang tak terpisahkan dalam prosesi istinbath suatu hukum, hal ini didasari pada pendekatan filologis sebagai teknik analisis suatu teks untuk melahirkan suatu hukum yang dirumuskan oleh para Mujtahid atau Yuris. Kajian ini focus pada penerapan muthlaq muqayyad pada ayat al-Qur’an yang berkaitan dengan hukum keluarga. Penelitian ini merupakan bersifat kualitatif dengan sumber primer kitab ushul fiqh Syekh Hasan Hitou yang berjudul al-Wajiz fi Ushuli Tasyri' wa Islamiy dengan melakukan pengkajian terhadap teks kitab melalui pendekatan filologis untuk memahami konsep muthlaq muqayyad dalam penetapan suatu hukum. Metode yang digunakan dalam penelitian ini adalah studi kepustakaan dengan merujuk kepada beberapa kitab turats ushul fikih, artikel dan buku terkait yang diolah dengan cara dibaca, diterjemahkan, dipahami dan diaplikasikan pada ayat-ayat hukum keluarga. Hasil penelitian ini menunjukkan bahwa lafaz muthlaq muqayyad dari satu segi memiliki kesamaan dengan 'am khas. Pemakaian lafaz muthlaq dan muqayyad bergantung pada sebab dan hukumnya, terkadang dialihkan lafaz muthlaq kepada muqayyad dan sebaliknya, ataupun digunakan sesuai dengan interpretasi maknanya masing-masing. Terdapat 4 aspek penerapan muthlaq dan muqayyad terhadap ayat al-Qur’an yang berkenaan dengan hukum keluarga yaitu masa iddah, warisan, larangan menikahi orang musyrik dan poligami.
Identification Clean Water Sources in Mining Areas at Amohola Village Moramo sub-district South Konawe Firdaus; Awaliah Nafiu, Wd Rizky; Anshari, Erwin; Wahab; Deniyatno; Mili, Marwan Zam
Majalah Pengabdian Indonesia Vol. 2 No. 1 (2025): April 2025
Publisher : Teras Kampus as a member of PT Palem Edukasi Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69616/maindo.v2i1.251

Abstract

In order to meet the daily water needs of the Amohola Village community who currently rely on dug well water mixed with sediment and odor, community service has been carried out by the Mining Engineering Department of Halu Oleo University. The purpose of this service is to find clean water sources through groundwater exploration using the geoelectric method. Based on the results of groundwater measurements with the geoelectric method, it can be interpreted that the groundwater aquifer is located at a depth of 15-45 meters, with a low resistivity value of 371 ohm.m. This indicates that this groundwater layer can be considered a depressed aquifer, which is characterized by low resistivity. The low resistivity is likely caused by impermeable rock types such as clay around the aquifer. Based on these findings, it is recommended that the village government and community conduct groundwater drilling at a depth of 15 to 45 meters. By drilling at this depth, it is hoped that the Amohola Village community can gain access to a safer and higher quality clean water source for their daily needs. In the drilling process, it is also necessary to pay attention to technical and environmental factors to ensure the success of this project and preserve the local environment.
Language Processing for Detecting Fake News on Twitter Using a Long Short-Term Memory Architecture Rini Sovia; Dwi Andhara Valkyrie; Ruri Hartika Zain; Firdaus
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Vol 9 No 4 (2025): August 2025
Publisher : Ikatan Ahli Informatika Indonesia (IAII)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29207/resti.v9i4.6570

Abstract

The rapid spread of misinformation on social media platforms, particularly X (formerly Twitter), poses a significant challenge to public trust and democratic integrity. Fake news is often crafted to deceive readers and manipulate public opinion, especially in political contexts such as the 2024 Regional Head Elections (Pilkada 2024). Although various measures have been proposed to mitigate this issue, achieving an effective balance between controlling misinformation and preserving free speech remains a challenge. This study aims to address this problem by developing a fake news detection model based on Natural Language Processing (NLP) and Long Short-Term Memory (LSTM). The dataset used in this study was collected from public tweets related to Pilkada, with Kompas.com serving as the validation source to verify content authenticity. Experimental results show that the proposed LSTM model outperformed traditional classification methods, achieving a precision, recall, and F1-score of 0.95, along with an overall accuracy of 94.90%. Confusion matrix analysis further confirmed the reliability of the model by demonstrating low misclassification rates. This study contributes to the advancement of AI-driven hoax detection systems, offering an automated and scalable solution for combating misinformation in political discourse.
Co-Authors , Abdul Gafar Karim A. Syachruroji AA Sudharmawan, AA Abd Kadir, Abd Abd. Kadir Abdi Suprayitno Abdul Basir, Muchammad Abdul Gafar Karim Abdul Gafara Karim Abdul Haris Sunubi Abdul Kadir Abiyyu Caesar Bimoseno Abu Bakar Abubakar, Achmad Achmad Yarziq Mubarak Salis Salamy Ade Hidayat, Ade Ade Saputra Ade saputra Adhe Amelia Oktaviana adhit syach fiqri Aditya Putri, Metha Adyatma Ramadhani Afrida Agnes Triana Pamassangan Agus Firmansyah Agus Munandar Agustiani, Dian Putri Ahmad Fauzul Mubin Ahmad Julio Saputra Ahmad Lahmi Ahmad Mujahid Ainania Aura Sabriena Putri Aisyah Akbar, Rizky Akhwalis Shalihah Akhyar Akolo, Ingka Rizkiyani Al Ayyubi, Ibnu Imam Al Imran Alam Budiman Thamsi Aldi Suryadi Alexsander Alfalah Alfalisyado Ali Muchammad Aliana, Cut Rizka Aliyah Sayyidina Putri Bahtiar Alvin Arinanda Alvita Widya Kustiawan Putri Ambarwati, Riris Ambo Dalle Amin , Sulvahrul Aminullah, Lanang Maulana Amir Hamzah Amir Hamzah Amiruddin Ammase. S Amru Sofian Ananda, Dea Agustria Anasrul Andi Fahdli Heriansyah Andi Khaerun Nisa Andi Muhammad Ridwan Andi Zulfikar Darussalam Andikawati Fitriasari Andini Hardiningrum Andry Halim ANISAH Anjani, Dito Fatria Annisa Efidiawati Annisa Salsabilla Anshari, Erwin Anto Apriyanto Anwar, Ardian Aprilino Alfa Kurmasela Apriwandi Apriyal, Derry Ardani, Maulidya Ardiansyah, Diky Ardillah, Ardiyah Arfah, Susilo Ariana Ari Sandhyavitri Arif Ahmad Marzuki, Mudzakkir Muhammad Arif Nurwaskito Arifin, Mubdiana Arman Hari Susilomarto Arni Sasmitasari Arqam Arrachman Arum, Akhiar Wista Ashafidz Fauzan Dianta Ashari, Meisar Asih Vivi Yandari, Indhira aska, bayu pratama Aslam, Beni Asri Friantori, Mohammad Asriadi Asril Atik Rahayu Aulia Miranti Larasathi Awaliah Nafiu, Wd Rizky Awaliah, Wd Rizky Awaluddin Muin Ayu, Friska Azhari Zakri, Azriyenni Azharuddin Azzahraty Bagus Abdillah Baharuddin Baharuddin Bakri, Suriyanto Bambang Tutuko Banta Diman Baskoro, Aji Basra, Sri Meiweni Basrial Zuhri Bastam, Mukhlis Nahriri Bayu Wijaya Putra Bhima Nareshwara , Adhitya Billy Hendrik Bisma Putra Pratama Bony Pramono Boy Ihsan Budhi Anto Budiman Sakti Cendana , Dori Mitra Chalik, Citra Aulian Daffa Wahid Sya'bani Dahliyusmanto, Dahliyusmanto Darmawahyuni, Annisa Darmiyati, Iin Dasrizal Marah Nainin Della Endangtri Deniyatno, Deniyatno Deny Fatrianto Edyzoh Eko Widodo Deny Fatryanto Desminar Desnita, Eka Dessy Ana Sari Dharma, Robby Dian Pertiwi Dian Yayan Sukma, Dian Yayan Dimas Bagus Susanto Dimas Satrio Wijaksono Dinda Lestarini Dinul Akhiyar Dodi Setiawan Riatmaja doni doni Dony Hutabarat Duski Samad Dwi Andhara Valkyrie Dwi Angesti Putri , Refly dwi cahyani, Orina Edi Wanda Edi Winarno Edi Winarno, Edi Edy Mahfuz Eka Damayanti Eka Ganda Winata , I Putu Eka Megawati Eka Putri Rahayu Ekawati, Rizka Eko Nursalim Elda Nazriati Elfira Makmur Elimartati Elimartati Elma Rida Yanti Elvira Sukma Wahyuni Emilda Amini Enrico Alamo Erika Maulina Ervia Toga Erwandi Mohamad Haron, Didi Erwina Oktavianty Ery Safrianti Fadila Haerunnisa, Nurul Fadilla Malik, Topan Fadlan Hawari Fachrully Fahmi, Merdila Nuril Fahreza, Irvan Fahrulriza, Teuku Fajariyanto, Eko Fakhrurrazi Fathiyah Idris Fatma Fausiah Latif Fazilatunnisa, Azwa Febby Kesumaningtyas Felycitae Ekalaya Appa Fenita Tanjung Maharani Feranita Firman Firmanto, Taufik Fitriani, Namiyah FITRIANTI Fitriyani Fri Murdiya, Fri Fuadi, Mhd Yusral Gemala Jondya, Aisha Genius Umar Ghaly Risyadi GHANY, ABDUL Gihon Nakata Silaen Guslendra Habas Addawy, Rauzan Habibulloh Hadaming, Hamdana Haerudin Hafid, Fathurrahman Halim, Desty Vitrya Halimah Basri Hamdani Hamdani, Eddy Hamriyani Ryka Hamzah, Ekawati Hanalde Andre HANDAYANI Haratua Tiur Maria Silitonga Harianto, Jakoep Ezra Harifuddin Haripuddin Harmiati Hartono Hartono Hasrawati Hati, Hikmah Hayat, Misbahul Heldy Febryanto Hellen Thesta Fanessia Hengki Firmanda Heris Santy, Wesiana Herlinawati Hermawan Hermawan Hidaayah, Nur Hidayat , Syukriadi Hidayatullah, M. Musa S. Hilda Ashari Hilda Delavari HS, Muhammad Alwi Husni Hidayat Ida Fujari Ifada, M.Zakian Ilham Eka Putra Ilham, Fadli Imam Fakhruddin Imam Suri Tauladan Imran, Andi Imran Imron Ghozali Imrona Hayati Indriyanti Ipan Sampe Irfan Wahyu Ramadhan Iriana Bakti Irmawan, Muhammad Ishyang, Ishyang Isjoni Isjoni Iskandar Abdul Samad Islami, Anggun Isniatun Munawaroh Iswani, Resti Jaffar, Mohammad Najib Jahrizal Jalil, Feranita Jamaludin, Muhamad Jan Friadi Sinaga Johannes Joko Wiyono Judyanto Sirait Jumadi Mabe Parenreng Jumria Junaidi Junaidi Kalalinggi, Septaria Yolan Karnila Willard Kartika Choriah Kasman Kasmidin Kazuba, Mahfudz Krisnawati, Dyah Ika Kunaenih Kurniawan, Anggy Tias La Ode Asrun Azis R Laili Tri Lestari Lanang Maulana Aminullah Leonardo Valinka Lifwarda Lifwarda Lilik Pranata Linna Oktaviana Sari Lucky Heriyanti Jufri, Lucky Heriyanti Lusiana, Herlina Lusiana, Herlina Luthfiyah Atisa Fadhilah Lu’lu’ Il Qolbie M A Jati Purnomo M Subagus M. Afuan M. Fadillah Al Hidayah M. Halim, M. M. Haris M. Nur Mukmin M., M. Ghalib M., Taufik M.Yoghi Satria Maharani, Dwi Sinta Maharani, Masayu Nadila Mahmud Hibatul Wafi Malik, Muhammad Hisyam Malini, Regina Septient Mardhiah Masril Mardhiah Masril Marfalino, Hari Marhadi Efendi Marpaung, Mario Johannes Marwan Kamaruddin Maulana, Tarmizi Mawardi Mayangsari, Yayu Rahmawati Mayhilda Nitami Mery Susantri Mery Susantri Meydy Fauziridwan Mhd. Hanafi Michelle Rafael Waw Mila Wati Milaningrum, Kartika Mileni Wahidah Mili, Marwan Zam Mira Afrina Mirwan Mochamad Yogi Febriansyah Mochammad Imron Awalludin Mohammad Lutfi Mohammad Munib Rosadi Mona Novita Muarif Mufti Hasan Alfani Muh. Ikbal, Muh. Muh. Yunus Ali Muh. Yusuf Mappeasse Muhamad Ajrin Muhamad Anggun Novembra Muhammad Muhammad Adly Muhammad Arfan Wijaya, S Muhammad Arif Muhammad Fachrurrozi Muhammad Naufal Rachmatullah Muhammad Syahdan Fachrurrozy Muhammad Taufiq Muhammad Vijaya Waluddin Mujahidah MUKAROMAH, LUTFAH Mulia Akbar Santoso Mulia Suryani Muliardi Muliaty Amin Mulyadin Mulyati, Ely Mumaddun Khaerudin Salami Muntako, Ahmad Murdifin Mursal Mursanto Musda Asmara Musdalifah Mustafa, Fahrina MUSYAFFA RIFQI HARIMARDIKA Mutakarikah Mutiara Rengganis Muzaka, Maimun Nabil Alfan Moh Nabila Adhelia Maulidha Nabila Sabrina Nadawiyah, Rabiatul Nadia Nadia Fitri Santika Nadiah Nahya Fadillah Naim Sulaiman Nasokah Nasriman Nasrul Nasrullah Nazmi, Annisa Nur Nelvidawati Nijusiho Manik Ningsih, Apriyana Nisa Agustin Pratiwi Pelu Nisfe Jehan Apriani Niti Lestari Noer Farakhin Nofriadiman Nofrohu Retongga Noor Aziz, Noor Nori Sahrun, Nori Nunuk Hariani Soekamto Nununk Febryanti Nur Ainiyah Nur Ainiyah Nur Azizah Nur Hidayah Nur Mutmainnah Nurdiana A Nurfaisal Nurhalim Nurhawaisyah, Sitti Ratmi Nurhayani Nurhayati Nurliah Jafar, Nurliah Nurlindah Nurul Hasanah Nurul Hidayati Oman Sukmana Onu La Ola, Onu Ovriyadin Pamungkas Stiya Mulyani Panca Setyo Prihatin Pardede, Tumpal Parninsih, Iin Patiung, Seventry Meliana PATIYUS AGUSTIANSYAH, PATIYUS Penny Naluria Utami, Penny Naluria Perani Rosyani Permana, Yudi Piliana, Wa Ode Pipin Novrianti Pratama Bagus Restu.S Pratama, Amia Pratama, Apriliyanus Rakhmadi Pratama, Novrian Pratiwi, Tasyah Prayitno, Rangga Purboyo, Purboyo Purwati, Heri Putra , Rio Andika Putra Dempo, Agung Anugra Putra Hanafi, Beni Putra, Yulizain Putri Dhiya Putri Faisal, Sri Afriani Putri Wijaya, Nurhikmah Putri, Dini Firdiana Putri, Rahmadaniar Aditya Rabwan Satriawan Radi Ahnaf Prayogi Ragil Putri Fitriyanti Rahayu Anggraini Rahim, Radiyan Rahmad Hendra Rahmadaniar Rahmadaniar Aditya Putri Rahmadi Bagus Wijaya Rahmat Hidayat Rahmat Oriza Rahmi , Riri Rahmi, Riri Raihan Hidayatullah Rama, Rama Wijaya Ramadhan, Ilfan Prabu ramadoan, syahri Ramiati Ramya Rachmawati Rauzan Habas Addawy Rayna Kartika, Rayna Regina Adelisa Rego, Dipalpa Retna Gumilang Retno Diah Putri Ekayanti Reynaldy Julio Ricy Firnando Riki Sukiandra Rikki Vitria Rina Novi Yani Rina Shahriyani Shahrullah Rini Sovia Riska Fauziah Hayati Risna Ritna Wahyuni Riza Aprillia Rizkiani, Erdina Wira Robert Cenedy Rohim , Faidhur Rohima Sera Afifah Roslyn Rosma, Iswadi Hasyim Rosmawati RR. Ella Evrita Hestiandari rudiyanto Rudy Fernandez Ruri Hartika Zain Rus Yandi Ruslan Sa'idah, Nur Saadah, Chuzaimatus saadudin Sabir, Achmad Safrina, Eka Sagaf S. Pettalongi Sahri Ramadana Sakinah Salahudin Salahudin Samariadi, Samariadi Samintang Santi Sapitri, Ade Iriani Saputra Yadnya , Komang Saputra, Billy Yanis Saputra, Haris Tri Saputra, Ksatria Saputri, Bella Sari, Ririn Purnama Sarifah Putri Raflesia, Sarifah Putri Sarti Rahayu Sastradinata, Irawan Sattu Alang Selvi Imelda Septri Damayanti Setia Ningsih Setya Nugroho , Florantia Shabrina Syntha Dewi Siar Nimah Sidrah Afriani Rachman Sidrah Afriani Rachman, Sidrah Afriani Sintia Putri Pangestu Sisdarmanto Adinandra, Sisdarmanto Siska Yosmar Siswahyudianto Siti Asyitah Siti Justianti Muhajriyah Siti Nurmaini Sitti Jauhar Sitti Rahmi Sofyan Soleha, Umdatus Soraya Sri Bulkia Sri Konsep Harum Wicaksono Sri Wahyuni SRI WULANDARI Sriyanto St. Haniah Stepanus Sahala Sitompul Stepanus Sahala Sitompuls Suci Dwi Lestari Sudarto Suharti Sujono Sukari Sukemi Sukma Wahyuni , Elvira Sulardi . Sulastri Caniago Sultana, Beenish Sulvahrul Amin Supriyadi, Andi Surmayanti Surya, Leny Sang SUTRISNO Suwadi Suwitno Suyanto Syaflin Halim Syamsul Rijal Syamsurijal Syamsurizal Syiddatul Buduri Syprianus Aristeus, Syprianus Taufikurahman Taufiqurrahman Teguh Sujana Teguh Wicaksono Tengku Mega Rahmadini Tiara Aninditha Tikson, Shinta Dewi Sugiharti Tomo Djudin Topan Fadilla Malik Trian Pamungkas Alamsyah, Trian Pamungkas Try Hadyanto Tryana Nur Rahmadani Tsaqilatussyifa, Sabrina TW, Fredy Rendra Ulfa Kusnia Uliana, Rafika Umar Uzhelia, Viorryn Aisha Uzma Septima Vina Salviana Darvina Soedarwo Vivi Elvira Sahputri Syah Wahab Wahda Wahyu Andriansyah Wahyudi, Andi Ardhila Wahyuni, Wiani Wakila, Muhammad Hardin Warman, Arifki Budia Wawan Darmawan Widiningsih , Dewi Widya Puspita Sari Winarto Winarto Windy Permata Suyono Wiraagni, Idha Arfianti Wisnu, Fredy Rendra Taursia Wulandari, Anggelina Wusiat Yantahin, Muliaty Yudhistira Pradhipta Aryoko Yudiaryono Yudistira, Jastin Yulis Hamidy Yunisrina Q. Yusuf Yuri Pratiwi Utami Zahroh, Chilyatiz Zainal Azwar Zakiah Zein, Ruri Hartika Zerri Rahman Hakim Zulfikar Jayakusuma Zulhajji Zulharman Zurnawita Zuwanda, Rifka