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All Journal Jurnal Dikdas Jurnal Pendidikan dan Pembelajaran Khatulistiwa (JPPK) Jurnal Konseling dan Pendidikan Empathy : Jurnal Fakultas Psikologi KONSELI: Jurnal Bimbingan dan Konseling (E-Journal) Tri Sentra Jurnal Ilmu Pendidikan JKP (Jurnal Konseling dan Psikoedukasi) Jurnal Mirai Management JURNAL ILMIAH MATEMATIKA DAN TERAPAN JITK (Jurnal Ilmu Pengetahuan dan Komputer) International Journal of New Media Technology Owner : Riset dan Jurnal Akuntansi Journal of Education Action Research Patria Artha Journal of Accounting Dan Financial Reporting Jurnal Ilmiah Dikdaya Journal of Civic Education JOMSIGN: Journal of Multicultural Studies in Guidance and Counseling MEJ (Mathematics Education Journal) JURNAL EKONOMI SAKTI (JES) MULTINETICS Jurnal Yustitia Journal of Innovation and Future Technology (IFTECH) Ghaidan: Jurnal Bimbingan Konseling Islam dan Kemasyarakatan Amnesty: Jurnal Riset Perpajakan Jurnal Aisyah : Jurnal Ilmu Kesehatan Jurnal Ilmu Manajemen Profitability Jurnal Suara Hukum Indonesia Berdaya Jurnal Ilmu Perbankan dan Keuangan Syariah JAMBURA JOURNAL OF PROBABILITY AND STATISTICS PENGABDI: Jurnal Hasil Pengabdian Masyarakat Window of Public Health Journal Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran International Journal of Health, Economics, and Social Sciences (IJHESS) Jurnal Ekonomi Bisnis, Manajemen dan Akuntansi (JEBMA) TEACHING : Jurnal Inovasi Keguruan dan Ilmu Pendidikan Indonesian Journal of Counseling and Development ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Multidiciplinary Output Research for Actual and International Issue (Morfai Journal) INDONESIAN JOURNAL OF HEALTH Media Eksakta Jurnal Pengabdian kepada Masyarakat Bina Darma International Journal of Economic, Business, Accounting, Agriculture Management and Sharia Administration (IJEBAS) Jurnal Kolaboratif Sains NUSRA: Jurnal Penelitian dan Ilmu Pendidikan Journal Compound : Improving the Quality of English Education Journal of Management Sains (JMS) Jurnal Akuntansi dan Ekonomi Bisnis Journal of Mathematics Instruction, Social Research and Opinion Jurnal Manajemen Bisnis Kewirausahaan Pena Jangkar Student Scientific Creativity Journal Indonesian Red Crescent Humanitarian Journal Innovative: Journal Of Social Science Research PUBLICA: Jurnal Pengabdian Masyarakat IPTEK: Jurnal Hasil Pengabdian kepada Masyarakat Musyarakah: Journal of Sharia Economics (MJSE) Center of Economic Students Journal (CSEJ) Jurnal Manarang Manajemen dan Bisnis Journal of Accounting Information System MULTIPLE: Journal of Global and Multidisciplinary Jurnal Akademik Pengabdian Masyarakat Edukasi Elita : Jurnal Inovasi Pendidikan Balanting : Jurnal Pengabdian Kepada Masyarakat Balanting Jurnal Intelek Insan Cendikia Penelitian Ilmu Pengetahuan Sosial IECON: International Economics and Business Conference Jurnal Ilmu-Ilmu Pertanian AL-UJRAH: Jurnal Ekonomi Islam Jurnal Akuntansi Arunika: Jurnal Pengabdian Masyarakat Jurnal Nispatti
Nurwahyuni
Bimbingan Dan Konseling, Fakultas Keguruan Dan Ilmu Prndidikan, Universitas Tadulako.
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

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IMPROVING SENTIMENT ANALYSIS OF WOMEN IN STEM DISCOURSE USING SMOTE-ENHANCED SVM–VADER Putri, Dwi Andini; Nurwahyuni, Siti
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol. 11 No. 3 (2026): JITK Issue February 2026
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/jitk.v11i3.7353

Abstract

The participation of women in Science, Technology, Engineering, and Mathematics (STEM) remains shaped by complex social and structural factors. This study investigates public sentiment regarding the role of technology in supporting women’s participation in STEM through a machine learning–based sentiment analysis. Using 1,533 social media comments, sentiment classification was performed by integrating Support Vector Machine (SVM) and VADER-based automatic labeling, with imbalance handling to improve classification reliability. The results indicate a dominance of positive sentiment (98%), suggesting an optimistic tendency within the analyzed dataset, although this may be influenced by dataset characteristics and methodological bias. Among the evaluated models, a linear-kernel SVM achieved the highest accuracy (98.31%). This study contributes methodologically by demonstrating the effectiveness of integrating lexicon-based labeling with supervised learning for public sentiment analysis on gender equality in STEM, offering empirical insights to inform technology-driven policy interventions.  
Analisis Penerapan Pembayaran Pajak Kendaraan Bermotor Melalui QRIS Dinamis Dalam Peningkatan Penerimaan Pajak Daerah di Badan Pendapatan Daerah Sulawesi Selatan Tahun 2019-2024 Muhas, Nur Intan; Nurwahyuni; Ibrahim, Fifi Nurafifah
Center of Economic Students Journal Vol. 8 No. 2 (2025): April-June (2025)
Publisher : Fakultas Ekonomi dan Bisnis, Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56750/7y3tev42

Abstract

Penelitian ini bertujuan untuk menganalisis penerapan pembayaran Pajak Kendaraan Bermotor (PKB) melalui QRIS dinamis dalam upaya meningkatkan penerimaan pajak daerah di Badan Pendapatan Daerah Sulawesi Selatan periode 2019–2024. Penelitian ini menggunakan metode kualitatif dengan teknik pengumpulan data berupa wawancara mendalam, observasi, dan studi dokumentasi. Penelitian ini menggunakan data primer dari hasil wawancara bersama Badan Pendapatan Daerah Sulawesi Selatan, penyedia layanan QRIS (Bank Sulselbar) serta wajib pajak terkait penggunaan QRIS sebagai metode pembayaran Pajak Kendaraan Bermotor (PKB). Metode analisis data yang digunakan pada penelitian ini yakni metode analisis deskriptif. Hasil dari penelitian ini menunjukkan bahwa penerapan QRIS dinamis sejalan dengan teori Technology Acceptance Model (TAM), di mana persepsi kegunaan dan kemudahan penggunaan mendorong adopsi teknologi oleh wajib pajak. Namun, tantangan seperti keterbatasan infrastruktur dan literasi digital masih menjadi kendala. Optimalisasi QRIS dinamis memerlukan perluasan infrastruktur, peningkatan sosialisasi, dan evaluasi berkala untuk meningkatkan kontribusinya terhadap penerimaan pajak daerah di Sulawesi Selatan.
GROUP COUNSELING BASED ON MOSINTUWU VALUES TO REDUCE INTER-STUDENT CONFLICT Kristanti Sateki; Ridwan Syahran; Mardi Lestari; Nurwahyuni
Multidiciplinary Output Research For Actual and International Issue (MORFAI) Vol. 6 No. 2 (2026): Multidiciplinary Output Research For Actual and International Issue
Publisher : RADJA PUBLIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.18858873

Abstract

This research develops a group counseling service based on Mosintuwu values, a local wisdom of Poso community in Central Sulawesi, to reduce inter-student conflicts in multicultural schools. Mosintuwu values including togetherness, tolerance, peace-loving, and mutual cooperation were chosen as the intervention foundation because they have proven effective as conflict resolution mechanisms in post-conflict Poso. The research problem focuses on how to integrate Mosintuwu values into a contextual and relevant group counseling format for adolescent students.The research employs the ADDIE model to produce a group counseling module consisting of four structured sessions. This module integrates group dynamics with Mosintuwu values through interactive lectures, experience sharing, case analysis, role-playing, and peer support formation. The research results are expected to provide theoretical contributions to the development of guidance and counseling based on Indonesian local culture, as well as practical benefits for school counselors and multicultural schools in creating a harmonious and tolerant learning environment.
Co-Authors A Gunawan A. Sriyanti adipa, Muhammad Evan Adipa Afadil Afifah, Afrah Agifta, Yusnia Yustin Ainul Yaqin Al Rafni Alfarizi, Muhammad Zidane Alfiana, Hana Ali Hardana Amarodin, Mochamat Amir, Yufitriana Amiruddin Amiruddin Amiruddin Anastasya, Anita Angga Bayu Budiyanto Angguna Lolo Apriani, Indri Arfah, Sarwan Arifin, Muh. Asrullah Arifyadi, Azam Arlistria Muthmainnah Ashdaq Asliati Asliati Asmariana, Yully Astuti, Asni Widya Atfal Wahyu Rinaldi Atmiroseva Atmiroseva Badalu, Qisthy Fadlila Mh Baids, Fajrin Bau Ratu Belia Tama Heppi Chosinawarotin Delvi Kristanti Liloi Desy, Hidayati Dhevy Puswiartika Dian Ahmad BS Dian Fitriani Dian Fitriani Dian Pitra Amalia Dian Rahayu DIDIK PURWANTO Dinarto, Muhammad Fardhan Dini Aprilia Dini Nurlaela Djamareng, Asdar Dongalemba, Jullio Bey Christo Dwi Andini Putri Edison Edison Edy Fitriawan Syahadat Ego Friansyah Eka Yulianti Erwana, Erwana Erwin Fahira, Andi Nurul Farhan Anis Farid, Faradita Fatayan, Arum Fatma Fatsyahrina Fitriastuti Fitriani Fitriani Fitriano, Dian Gamayanti, Nurul Fiskia Hajering Hamlan Andi Basso Malla Harahap, Eli Sputri Haryanto, Eri Hasan Hasan Hasan Hasan Hasneli N, Yesi Hasnidar Syam, Hasnidar Syam Hemeto, Vivianty Heni Pujiastuti Herlina, Herlina Hijra Hijra, Hijra Ibah Misbah Ibrahim, Fifi Nur Afifah Ibrahim, Fifi Nurafifah Ichwan Riodini Idawati Idawati Ikhlas Rasido Ikhram Hardi S Ikhtiari, Kirana Ilham Ilham Indah Suryani Indira Hasbah Irmawati Musa Irtania, Irtania Jasman Saripuddin Hasibuan Jaya, A I Jennyfer Veronika Junaidi Junaidi Kamidin, Masruhi Kartini Kartini Khairullah, Muhammad Nuryamin Akbar Khalil Gibran Kholik, Saeful Klaudia, Hesti Kristanti Sateki Laila, Nurlaila Latifa, Febi Leni Marlina Liana Putri Ramadlani Lubis, Bastian Lukman Hardia Magfirah Makmun, Armanto Mardi Lestari Mardi Lestari Maria Arina Luardini Mas'ud, Masdar Masniati Mastura, Ade Avriliani MY. Micha Felayati Silalahi Misnah Misnah Moh.Said, Nurul Aminah Mohamad Awal Lakadjo Morundu, Deysin Muh. Mansyur Thalib Muhammad Hasan Muhammad Ridwan Muhammad Syahril Moharom Muhammad Yusuf Y.S Muhas, Nur Intan Mujirin M. Yamin Mulyani, Ririn Munifah Munifah Munifah, Munifah Munir, Abd MUSTARI Mutahharah Yunus Muthiah, Waridah Nadia Nadia Nansar, Nansar Naqiyah, Jamilatun Nasution, Dina Liriani Natalina Asi, Natalina Nazifah Syahirah Hasanah Nirmawati, Nirmawati NISMAH NISMAH Novia Sandra Dewi Nur Ariyandani Nur Eka Wahyuningsih Nur Fitriani Nur Fitriayu Mandasari Nurfia Oktaviani Syamsiah Nurhannifah Rizky Tampubolon Nurjanna, Anna Nurman S Nurmayana Nurmiati Nurmiati Nurmin Nurmin Nursyam Anwar Nurul Annisya Nurul fadillah, Nurul Nuryanti Octavianti, Riestiana Oktavia, Maria Yasri Pane, Nur fatimah Pantow, Deswita Pasaribu, Putrimarito Penyami, Agrinanda Prawitasari, Nungki Priatna, Tanthina Prihatin, Rizki Purwandani, Indah Putra, Rian Pratama Rahmah Rahmah Ramadhan, Mohamad Wahyu Rambe, Ihsan Ratman Ratman Resnawati Ridwan Syahran Ridwan, Risvina Rifai, Mohammad Saiful Rinaldi, Atfal Wahyu Rishatul Khoiriyah Riskiyanti, Ayu Risti Amanda Putri Riyadi, Nur Eka Wahyuningsih Riyanti, Nabilah Roni Fadli Rosiana, Elisa Rosmia, Mia Rosmiati, Mia Safitri, Devi Ayu Sahril Buchori, Sahril Sella Mawarni Siti Khadijah Siti Sumartini, Siti Sitti Patimah Sri Hastuti Virgianti Sri Utami Permata Sri Wahyuni Suci Suci, Suci Sugiatno Sugiatno Suherman Suherman Suriyanti Suriyanti Suriyanti Suryanef Suryanef Suryani Syamsuddin Syafa'at, Muhammad Shahib Syah, Maenuddin Bustanil Syaifullah Syamsiah, Nufia Oktaviani SYAMSU ALAM Syarifah Ainur Natia Tabrani ZA Tesa Alex Suhendra Tetriadi Tetri Tetriadi Tiara Putri Alisa Tri Haryati Tri Murtono Wahyuningsi, Nur Eka Wati, Dita Prihatna Wulan Ayuandiani Yamin, Saefullah Yun Ratna Lagandesa Yusnarti, Mulya Yusuf, Nuraini Zidni Immawan Muslimin Zul Kahfi