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All Journal Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Jurnal Penelitian Ilmiah INTAJ Jurnal Abdimas Indonesia
Nurhana Marantika
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Religion Arts Humanities Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences Other

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ANALISIS PERAN STAKEHOLDER PEMERINTAH DAERAH DALAM STRATEGI KOMUNIKASI CITY BRANDING: “PONOROGO ETHNIC ART OF JAVA” Setiawan, Veri; Nurhana Marantika; Mohammad Abdul Hamid Alfarizi Al Ma'arif Nur
Jurnal Penelitian Ilmiah INTAJ Vol. 8 No. 2 (2024): middle path
Publisher : LP3M IAI Al-Qolam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35897/intaj.v8i2.1693

Abstract

Ponorogo Regency is one of Indonesia's cities rich in Javanese ethnic culture and art. One aspect that becomes potential in City branding Ponorogo is the tagline "Ethnic Art of Java", which reflects the richness of traditional Javanese culture and art in this city. This study aims to determine the role of local government stakeholders of Ponorogo Regency in communicating the city branding of Ponorogo Regency “Ethnic Art of Java". This research is qualitative descriptive method research with a case study approach. The results of this study show that Ponorogo city branding communication uses three communication channels: Primary Communication, Secondary Communication, and Tertiary Communication. The implementation of Primary Communication city branding of Ponorogo Regency can be seen in the addition of tourist attractions in Ponorogo Regency, improving road access to tourism in Ponorogo Regency, and forming a “Ponorogo Creative Team”. The application of Secondary Communication city branding for Ponorogo Regency can be seen in tourism marketing by making a calendar of Ponorogo Regency activities, installing promotional tools in various places, making various media relations, and making logo designs on several Ponorogo Regency activities. The implementation of Tertiary Communication for Ponorogo Regency "Ethnic Art of Java" can be observed by strengthening the media by evaluating publications every month, creating a social media monitoring system, and participating in the Ponorogo community in every Ponorogo Regency event.
PENERAPAN WESTCLASS UNTUK ANALISIS SENTIMEN KEBIJAKAN PPN 12% BERBASIS DATA MEDIA SOSIAL X Waliuddin, Muhammad Shidiq; Oddy Virgantara Putra; Triana Harmini; Nurhana Marantika
Prosiding Seminar Nasional Sains dan Teknologi Vol. 15 No. 1 (2025): Prosiding SNST 15 Tahun 2025
Publisher : Fakultas Teknik Universitas Wahid Hasyim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36499/psnst.v15i1.14863

Abstract

The increase in Value Added Tax (VAT) to 12% elicited a broad public response on platform X, necessitating sentiment analysis to understand public perception. However, the predominance of unlabeled data makes the supervised learning approach less than optimal. This study applies WeSTClass as a weakly supervised learning method by utilizing seed words and pseudo-documents based on the von Mises–Fisher (vMF) distribution to build initial representations without requiring a large amount of labeled data. The research data consists of 13,962 tweets related to the 12% VAT issue, with 2,980 data points manually labeled by an expert. The pseudo-document generation process resulted in 150 pseudo-documents that enrich the semantic distribution of each sentiment class. A CNN model was used as the main classifier, trained through pre-training and self-training stages based on high-confidence pseudo-labels. The evaluation results showed that CNN provided the best performance with an accuracy of 0.83 and an F1-Macro of 0.72, outperforming BiLSTM and SVM. These findings indicate that the weak supervision approach through WeSTClass is effective in overcoming the limitations of labeled data and improving model stability in social media-based sentiment analysis. Kata kunci: Analisis Sentimen, CNN, PPN 12%, Pseudo-Document, WeSTClass
PENGUATAN LITERASI DIGITAL BERBASIS WORLDVIEW ISLAM UNTUK MENINGKATKAN KETAHANAN SOSIAL DAN ETIKA PUBLIK DEWAN EKSEKUTIF MAHASISWA DI UNIVERSITAS DARUSSALAM GONTOR Ali Musa Harahap; Diah Rukmini; Alde Mulia Putra; Nurhana Marantika; Ida Susilowati; Dwi Ardiyanti; Bambang Setyo Utomo
Jurnal Abdimas Indonesia Vol 7, No 2 (2025): JURNAL ABDIMAS INDONESIA
Publisher : Universitas Muhammadiyah Kudus

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26751/jai.v7i2.3159

Abstract

Transformasi digital yang pesat menghadirkan tantangan serius bagi mahasiswa muslim dalam menjaga nilai-nilai etika publik di ruang maya. Polarisasi identitas, penyebaran hoaks berbasis agama, serta degradasi etika komunikasi menjadi gejala yang umum di kalangan generasi muda. Untuk itu, penguatan literasi digital berbasis nilai menjadi kebutuhan strategis, khususnya bagi mahasiswa yang memegang peran kepemimpinan di kampus. Kegiatan pengabdian kepada masyarakat ini ditujukan kepada mahasiswa Universitas Darussalam Gontor, khususnya pengurus Dewan Eksekutif Mahasiswa (DEMA) dan Ketua Himpunan Mahasiswa Prodi (HMP), dengan menggunakan modul karya penulis korespondensi Ali Musa Harahap sebagai bahan utama. Buku ini mengintegrasikan konsep-konsep dalam perspektif Islam. Melalui pendekatan Participatory Action Research, kegiatan ini meliputi pelatihan, diskusi tematik, dan refleksi nilai yang terbukti efektif meningkatkan pemahaman peserta terhadap prinsip literasi digital yang berakar pada etika Islam. Kegiatan ini menghasilkan komunitas penggiat literasi dinamakan Jejak Aksara Muslim sebagai luaran utama.Keywords: Etika publik, literasi digital, nilai Islam
Co-Authors Alde Mulia Putra Bambang Setyo Utomo Diah Rukmini Dwi Ardiyanti Harahap, Ali Musa Ida Susilowati Mohammad Abdul Hamid Alfarizi Al Ma'arif Nur Oddy Virgantara Putra Setiawan, Veri Triana Harmini Waliuddin, Muhammad Shidiq