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All Journal Humaniora MAJALAH ILMIAH PEMBELAJARAN Linguistika Paradigma : Journal of Science, Religion and Culture Studies Bahasa, Sastra, Pembelajaran Lingua Didaktika: Jurnal Bahasa dan Pembelajaran Bahasa Pendidikan Bahasa dan Sastra Indonesia Jurnal Bahasa dan Sastra Humanus: Jurnal ilmiah Ilmu-ilmu Humaniora Techno.Com: Jurnal Teknologi Informasi The Indonesian Accounting Review Speed - Sentra Penelitian Engineering dan Edukasi Jurnal Desiminasi Teknologi Kajian Linguistik dan Sastra JURNAL BIOLOGI INDONESIA Syntax Literate: Jurnal Ilmiah Indonesia Ranah: Jurnal Kajian Bahasa IKRA-ITH Teknologi Jurnal Sains dan Teknologi Proceedings of the 1st UR International Conference on Educational Sciences Diglosia: Jurnal Kajian Bahasa, Sastra, dan Pengajarannya JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu Jurnal Informasi dan Komputer Komposisi: Jurnal Pendidikan Bahasa, Sastra, dan Seni English Language Teaching and Research International Conference on Languages and Arts JOLLT Journal of Languages and Language Teaching Bulletin of Computer Science Research SPEED - Sentra Penelitian Engineering dan Edukasi Brilliance: Research of Artificial Intelligence Jurnal Ilmiah SIGMA: Informatics Engineering Journal of UPB Pedagogik : Jurnal Pendidikan Guru Sekolah Dasar Jurnal Basicedu International Journal Corner of Educational Research (IJCER) INTERNATIONAL JOURNAL OF LANGUAGE PEDAGOGY Educaniora: Journal of Education and Humanities Persona: Kajian Bahasa dan Sastra BAHASTRA VIDHEAS: Jurnal Nasional Abdimas Multidisiplin Jurnal Pelita Pengabdian El-Mujtama: Jurnal Pengabdian Masyarakat Abdi Humaniora: Jurnal Pengabdian Masyarakat Bidang Humaniora Soko Guru: Jurnal Ilmu Pendidikan
. Ermanto
Universitas Negeri Padang
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Physics Social Sciences Other

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Digital Da’wah via Social Media and Its Impact on Islamic Religious Education Learning Motivation among Informatics Engineering Students at Universitas Pelita Bangsa Badruzzaman, Aceng; Hisniati, Sally Badriya; Ermanto, Ermanto; Najamuddin, Muhammad
International Journal Corner of Educational Research Vol. 4 No. 2 (2025): November 2025
Publisher : CV. Tripe Konsultan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54012/ijcer.v4i2.689

Abstract

The rapid development of digital technology and the widespread use of social media have transformed the landscape of Islamic religious communication and learning in higher education. This study aims to examine the effectiveness of social media–based digital da’wah in influencing students’ learning motivation in Islamic Religious Education (IRE) among Informatics Engineering students at Universitas Pelita Bangsa. This study employed a descriptive quantitative approach with a survey method. The population consisted of Informatics Engineering students in semesters 1, 3, and 5, with a sample of 108 respondents selected using purposive and simple random sampling techniques. Data were collected using a structured questionnaire with a five-point Likert scale. The data were analyzed using descriptive statistics, reliability testing, and simple linear regression. The results show that the digital da’wah variable and learning motivation variable demonstrated excellent reliability, with Cronbach’s Alpha values of 0.952 and 0.944, respectively. The regression analysis indicated that digital da’wah has a significant positive effect on learning motivation (β = 0.973, p < 0.001), with a coefficient of determination of R² = 0.718, indicating that 71.8% of the variance in learning motivation is explained by digital da’wah. These findings suggest that social media–based digital da’wah plays a strategic role in enhancing students’ motivation to learn Islamic Religious Education. Integrating digital da’wah content into formal learning strategies can improve students’ engagement and support the internalization of Islamic values in higher education.
Analisis Sentimen Pada Media Sosial X Terhadap Pemimpin Muda Menggunakan Pendekatan Algoritma Support Vector Machine Effendi, Muhammad Makmun; Ermanto, Ermanto; Zy, Ahmad Turmudi; Siswandi, Arif
Techno.Com Vol. 25 No. 1 (2026): February 2026
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/tc.v25i1.15489

Abstract

Media sosial telah menjadi sarana utama bagi masyarakat untuk menyampaikan opini dan persepsi terhadap tokoh publik, termasuk pemimpin muda. Platform X (Twitter) menyediakan data teks yang kaya dan dinamis yang mencerminkan sentimen publik secara luas. Penelitian ini bertujuan untuk menganalisis sentimen pengguna media sosial X terhadap pemimpin muda menggunakan pendekatan algoritma Support Vector Machine (SVM). Dataset yang digunakan dalam penelitian ini terdiri dari 12.487 tweet yang dikumpulkan melalui teknik crawling pada rentang waktu Januari hingga Juni 2024. Tahapan praproses data meliputi case folding, penghapusan stopword, normalisasi, tokenisasi, stemming, pelabelan data, serta ekstraksi fitur menggunakan metode Term Frequency–Inverse Document Frequency (TF-IDF). Selanjutnya, algoritma SVM diterapkan untuk mengklasifikasikan sentimen ke dalam tiga kelas, yaitu positif, negatif, dan netral. Evaluasi kinerja model dilakukan menggunakan confusion matrix dan metode 10-fold cross-validation. Hasil penelitian menunjukkan bahwa algoritma SVM mampu mengklasifikasikan sentimen dengan baik, dengan nilai akurasi sebesar 84,66%, precision 84,12%, recall 83,74%, dan F1-score 83,93%. Analisis distribusi sentimen menunjukkan bahwa sentimen positif mendominasi dengan persentase 41,18%, diikuti sentimen negatif sebesar 34,64%, dan sentimen netral sebesar 24,18%. Temuan ini menunjukkan bahwa pendekatan SVM berbasis TF-IDF efektif digunakan untuk analisis sentimen pada data Twitter berskala besar serta mampu memberikan gambaran yang reliabel mengenai persepsi publik terhadap pemimpin muda.   Kata Kunci- Analisis Sentimen, Twitter, Pemimpin Muda, SVM, dan Media Sosial
Co-Authors Abdulkarim Duerawee Aceng, Aceng Badruzzaman Agus Syahrani Agusmanto Agusmanto Ahmad, Ali Nur Aisyah Nurul Aini Alfi, Asysyifa Hazira Ali Djamhuri Alvionita, Feni Amar Salahuddin Amril Amir Ana A'laikum Andria Catri Tamsin Anggrina, Silvia Aprila Hardi, Resty Ardiyanto, Hernawan ARIF SUSILO Arni, Yuni Arrasyid, Iqbal Arwan Sulaeman, Asep Asfar, Dedy Ari Ayu Fiska Nurina Ayu Fiska Nuryna Ayunda, Putri B, Refliza Badruzzaman, Aceng Bakhtaruddin Nst. Butsianto, Sufajar D. Sasongko Dedi Saputra Nasri Deni Nofrina Zurmita Dhika JR, Vicno Triwira Djoko Nugroho Doni Mardiansyah Dwi Dwi Dwi Silviyani Dwi Yuniarsih Effendi, Muhammad Makmun Eko Putra, Fibi Ella Sumidita Ellya Ratna Emidar . Emidar Emidar Ena Noveria Erizal Gani Ermawati Arief Farida Meliana Hutabarat Fatimah . Faula Ismi Fauzi Ahmad Muda Febriana, Noni Febyuharnedi Fiqih Satria Gerry Thaufik Gusnetti Gusnetti Gusnetti Gusnetti Halim Anshor, Abdul Halimiyah Halimiyah Hamidin Hamidin Hardika Hutriana Putri Harris Effendi Thahar Haryani - Universitas Surakarta Haryani . Hasanuddin . Hasanuddin WS Hasanuddin WS Hasnah Faizah AR Havid Ardi Hernawan Ardiyanto Hesti Fiska Putri Hisniati, Sally Badriya Ida Ayu Putu Sri Widnyani Indra Prasetya, Dwi Irfani Basri Irvan, M. Irvansyah, Alif Irzal Amin Jamaludin, Asep Jantisiana, Nur Mentari Jaya Nasa Perta JR, Vicno Triwira Dhika Liga Febrina Lubis, Nurhabibah M Zaim M. Baroya, M. M. Ismail Nst. M. Zaim Mahrup ., Mahrup Maiyola, Olin Maulani, Intan Suri Mega Silvia Megasari Martin Mezri Helti Midisen, Kisanda Miharja, Muhammad Najamuddin Dwi Milan Zary Muhamad Fatchan Muhammad Hamdan 'Ainulyaqin Muhammad Najamuddin Dwi Miharja Muhammad, Satria Agung muhidin, asep Muhtajuddin Danny Mutiara Tri Rahayu Mutiara Tri Rahayu, Mutiara Tri najamuddin, muhammad Neldawati . Nency, Afrilla Purya Ngusman Ngusman Ni Ketut Surasni Ni Ketut Surasni Nika Sari Nissaq, Mona Azhari Novendra, Novendra Novia Juita Novia Novia Nurani, Sri Nurassyiyah, Siti Nursaid Pepi Sumanti Pina Herlia Ningsi Pitria Wahyu Fauzana Pradini, Purnama Sakhrial Pramita, Dice Dian Pratama, Suria Puspitaloka, Nina Ramadhan, Aldi Ramadhani, Gusma Suci Ramanda, Arnola Dwika Ricci Gemarni Tatalia Rika Astuti Rosnilawati Rosnilawati Rosyidah . Rozi Fitri Hartati Saputra, Romi sarwo edy Setyaningrum, Retno Purwani Setyaningrum SH. Fadlillah, SH. Silva Hasma Junianti Silvia Yurnianti Sinambela, Sahat Siswandi, Arif Siti Nurhanifah, Siti Sri Winarni Sudiadi . Suhatman Jaya Surojudin, Nurhadi Suryadi Suryadi Suryadi Syahrul R Syahrul R. Syahrul Syahrul TP. Priyatno, TP. TS. Kadir, TS. Vivi Kurnia Wahyuningsi, Endang Wawan . Winda Elmita Y. Suryadi, Y. Yelvi Rahmadani Yossie Ana Welvi Yunisha, Rara Yurnelis . Zainil, Yetti Zary, Milan Zri Andayani Zulfadhli Zulfadhli Zulfadhli Zulfadhli Zulfikarni Zulfikarni Zy, Ahmad Turmudi