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Jurnal Sains Student Research
Published by CV Kampus Akademik Publising
ISSN : -     EISSN : 30259851     DOI : https://doi.org/10.61722/jssr.v2i1.552
Core Subject : Education,
Other
Fokus & Ruang Lingkup Jurnal Sains Student Research (JSSR), ISSN: (cetak), ISSN: (online) adalah jurnal yang ditujukan untuk publikasi artikel ilmiah yang diterbitkan oleh CV. Kampus Akademik Publising . Jurnal Sains Student Research (JSSR) merupakan platform publikasi jurnal Karya suatu hasil penelitian orisinil atau tinjauan Pustaka yang ditulis oleh dosen atau mahasiswa. Ruang lingkup karya yang diterbitkan mencakup Multidisiplin diantaranya yaitu: Manajemen, Ekonomi, Ekonomi Syariah, Akuntansi, Kewirausahaan, Bisnis, Ilmu Sosial Humaniora, Sastra, Bahasa, Pertanian, Kesehatan, Peternakan, perikanan, Politik, Pendidikan, Ilmu Teknik, Sistem Informasi, Teknik Elektro dan Informatika, Desain Komunikasi Visual, Ilmu Komunikasi,Hukum, . Jurnal ini terbit 1 tahun 6 kali (Februari, April, Juni, Agustus, Oktober, Desember)
Arjuna Subject : Umum - Umum
Articles 1,565 Documents
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Klasifikasi Data Mining Pengguna Instagram Terhadap Penurunan Jumlah Followers Akibat Penghapusan Bot & Akun Palsu Menggunakan Algoritma Naïve Bayes Fauzan Dwi Alfianto; Endang Sri Palupi
JOURNAL SAINS STUDENT RESEARCH Vol. 4 No. 5 (2026): Oktober: Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v4i5.12643

Abstract

The development of social media, particularly Instagram, has made the number of followers an indicator of popularity, credibility, and the effectiveness of information dissemination for both individuals and businesses. However, Instagram's policy of periodically removing bots and fake accounts has caused some users to experience a decrease in their follower count, which impacts engagement and account performance. This study aims to apply data mining classification techniques using the Naïve Bayes algorithm to classify Instagram users based on the causes of follower decline due to bot and fake account removal. The research data was obtained from the collection of Instagram user reviews on the Google Play Store and App Store, which underwent data selection, data cleaning, data transformation, and sentiment labeling into positive, negative, and neutral categories. The data processing was carried out using RapidMiner Studio software, with preprocessing, dividing training and test data, building a Naïve Bayes classification model, and evaluating using a Confusion Matrix. The results of this study indicate that the Naïve Bayes algorithm is capable of classifying data with a high level of accuracy in identifying user sentiment related to the decline in followers due to the removal of bots and fake accounts. The resulting model provides useful information regarding user perceptions of Instagram's policies, which can be used as evaluation material to improve the quality of social media services. Thus, the application of the Naïve Bayes algorithm has proven effective in classifying Instagram user review data and can serve as a reference for further research using other classification algorithms to achieve more optimal performance.
STRATEGI PENGEMBANGAN EKOWISATA BERBASIS KOMUNITAS DAN INDUSTRI MELALUI MODEL TRIPLE HELIX DI KAWASAN WISATA CURUG GRENJENG, KABUPATEN SEMARANG Muhammad Azka Fikri Attaqy; Ardiana Yuli Puspitasari
JOURNAL SAINS STUDENT RESEARCH Vol. 4 No. 5 (2026): Oktober: Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v4i5.12646

Abstract

The Curug Grenjeng Tourism Area in Ngempon Village, Bergas District, Semarang Regency has ecotourism potential supported by its natural attractions, local community wisdom, and the presence of surrounding industrial sectors. However, the area's development still faces various issues, including limited infrastructure and tourism facilities, suboptimal institutional capacity of the management, limited digital promotion, and potential environmental threats due to industrial activities. This study aims to formulate a community-based and industry-based ecotourism development strategy through a collaborative approach in the Curug Grenjeng Tourism Area. The research employs a qualitative approach with a case study method. Data were obtained through field observations, in-depth interviews, documentation, and Focus Group Discussions (FGD), then analyzed using qualitative descriptive analysis based on the 4A concept, Community Empowerment Theory, the Triple Helix Model, Sustainable Development Theory, and SWOT analysis. The results show that Curug Grenjeng has strengths in the form of a still-natural waterfall landscape, community participation through OPSI and Pokdarwis, and a strategic location near industrial areas. The SWOT analysis places the area in Quadrant I with coordinates (0.95; 1.25), so the prioritized strategy is the Strength–Opportunity (S-O) strategy. Development strategies are directed toward improving infrastructure and tourism facilities, strengthening institutional capacity and community empowerment, optimizing digital promotion, utilizing industrial CSR, developing tour packages, and strengthening collaboration between the government, the community, academics, and the industrial sector. These strategies are expected to enhance the area's competitiveness while maintaining environmental sustainability and the well-being of the local community.
STUDI FORENSIK PERUBAHAN SISTEM AKIBAT EKSEKUSI FILE BERBAHAYA PADA WINDOWS MENGGUNAKAN EVENT LOG DAN PREFETCH Muhammad Revi Akbar; Al-Khowarizmi Al-Khowarizmi
JOURNAL SAINS STUDENT RESEARCH Vol. 4 No. 5 (2026): Oktober: Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v4i5.12658

Abstract

Forensik digital pada sistem operasi Windows memerlukan korelasi antartefak agar aktivitas eksekusi program dapat direkonstruksi secara lebih terstruktur. Penelitian ini bertujuan menganalisis perubahan sistem akibat eksekusi program dengan memanfaatkan Windows Event Log dan Windows Prefetch serta mengembangkan aplikasi berbasis web untuk mengintegrasikan proses analisis. Metode penelitian mengacu pada tahapan NIST SP 800-86 yang meliputi collection, examination, analysis, dan reporting. Pengujian dilakukan pada Windows 10 Pro 64-bit dalam lingkungan virtual terkontrol. Artefak utama berupa Security Event Log dan Prefetch diakuisisi, diverifikasi menggunakan hash MD5 dan SHA-256, kemudian diproses oleh aplikasi. Hasil pengujian menunjukkan 3.244 event berhasil diproses dari Security.evtx. Penyaringan menemukan Event ID 4688 yang mencatat pembuatan proses FORENSIC_TEST.exe pada 26 Agustus 2026 pukul 09:55:33. Artefak FORENSIC_TEST.EXE-D2028CEF.pf mencatat executable yang sama, run count 1, dan last run time yang identik. Korelasi menghasilkan selisih waktu 0 detik dengan confidence 100% (High) berdasarkan mekanisme penilaian aplikasi. Hasil ini menunjukkan bahwa Event Log memberikan konteks pembuatan proses, sedangkan Prefetch memberikan bukti pendukung eksekusi program. Integrasi kedua artefak melalui aplikasi dapat membantu investigator menyusun timeline aktivitas secara lebih sistematis.
Teknik Videografi dalam Produksi Konten Media Sosial TikTok Second Nouvo sebagai Media Promosi (Studi pada Akun TikTok @Second.Nouvo Official) Syahrul Ramdani
JOURNAL SAINS STUDENT RESEARCH Vol. 4 No. 5 (2026): Oktober: Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v4i5.12673

Abstract

Second Nouvo is a used motorcycle trading business that relies on the TikTok account @Second.Nouvo Official as its main promotional medium amid the limited supply of Yamaha Nouvo units in the market, yet preliminary observation indicates that its uploaded content has not adequately applied basic videography principles. This study aims to describe the application of videography techniques in the production of such content as a promotional medium, using the Five C's of Cinematography as the primary analytical framework, elaborated into five videography dimensions: composition and visual aesthetics, lighting, camera movement and angle, transition, and video editing and audio mixing, supported by Kotler and Keller's (2016) theory of promotional effectiveness. This research employs a qualitative case study approach, using in-depth interviews with one key informant and one supporting informant, participant observation, and documentation of TikTok content. The findings indicate that content production is managed independently (a one-man show) by the business owner in a self-taught manner, with videography techniques applied intuitively and not yet fully grounded in formal principles, where the main weakness lies in audio mixing, namely an imbalance between narration and background music volume. This study also finds that TikTok contributes meaningfully to brand awareness, with approximately 70 percent of recent transactions originating from buyers who discovered Second Nouvo through TikTok, although the platform functions more as a validation tool than as the primary transaction-closing channel. This study recommends improvements in audio handling and more consistent use of close-up shots to enhance the quality of promotional content.
Implementasi Manajemen Pendidikan dalam Meningkatkan Mutu Pendidikan Studi Kasus di Pondok Pesantren Mamba’ul A’laa Taliyah Ayatillah; M.Muizuddin
JOURNAL SAINS STUDENT RESEARCH Vol. 4 No. 5 (2026): Oktober: Jurnal Sains Student Research
Publisher : CV. KAMPUS AKADEMIK PUBLISING

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61722/jssr.v4i5.12684

Abstract

Management is a process carried out to achieve the expected goals, whether in organization, companies, or educational institutions, in practice, management includes four main aspects, they are planning, organizing, actuating, and evaluation, The application of good management will influence the optimization of the result achieved, therefore, in the field of education, educational management bacomes an important factor in efforts to improve the education quality. This study was conducted at Pondok Pesantren Mambaul Alaa in Grobogan Regency, which represents at institution that has applied educational management principles in its daily operations. The research employs a field research methode with a qualitative approach and is presented in a descriptive manner.The Result reveal that Pondok Pesantren Mambaul Alaa has shown an improvement in educational quality through the consistent implementation of educational management practices. The study also indicates that pesantren management plays a significant role in influencing the quality of education. Through the effective implementation of educational management, it can contribute to the development of more qualified santri and students.

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