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All Journal MANAJEMEN HUTAN TROPIKA Journal of Tropical Forest Management Sodality: Jurnal Sosiologi Pedesaan MANAJEMEN IKM: Jurnal Manajemen Pengembangan Industri Kecil Menengah Jurnal Ilmu dan Teknologi Kelautan Tropis IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Jurnal Ilmu Sosial dan Humaniora Jurnal Kawistara : Jurnal Ilmiah Sosial dan Humaniora Journal of Indonesian Tourism and Development Studies JURNAL ELEKTRO Jurnal Perkotaan Jurnal Kebijakan dan Administrasi Publik AdBispreneur PAX HUMANA ARISTO JURNAL MEDIA INFORMATIKA BUDIDARMA Jurnal Komunikasi Kritis Humaniora MUWAZAH: Jurnal Kajian Gender Cakrawala Jurnal Penelitian Sosial Building of Informatics, Technology and Science Jurnal Mantik Journal of Information Systems and Informatics Jurnal Studi Sosial dan Politik Jurnal Teknik Informatika C.I.T. Medicom JOURNAL OF INFORMATION SYSTEM RESEARCH (JOSH) Journal of Computer System and Informatics (JoSYC) EKONOMI, KEUANGAN, INVESTASI DAN SYARIAH (EKUITAS) Jurnal Sistem Komputer dan Informatika (JSON) JOURNAL OF BUSINESS AND ECONOMICS RESEARCH (JBE) Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Cita Ekonomika: Jurnal Ilmu Ekonomi ARBITRASE: JOURNAL OF ECONOMICS AND ACCOUNTING International Journal on Social Science, Economics and Art KLIK: Kajian Ilmiah Informatika dan Komputer International Journal of Basic and Applied Science Indonesian Journal of Tourism and Leisure Jurnal InterAct Jurnal Sosiologi Engagement: Jurnal Pengabdian Kepada Masyarakat JKAP (Jurnal Kebijakan dan Administrasi Publik) Jurnal Kawistara Muwazah: Jurnal Kajian Gender
Yerik Afrianto Singgalen
Universitas Katolik Indonesia Atma Jaya
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Physics Public Health Social Sciences Other

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Spatio-temporal Analysis through NDVI, NDBI, and SAVI Using Landsat 8/9 OLI Singgalen, Yerik Afrianto
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5735

Abstract

This research underscores the significant role of remote sensing and spatio-temporal analysis in promoting sustainable tourism development on Kakara Island, North Halmahera. Applying NDVI, NDBI, and SAVI models provided valuable insights into vegetation health, urban expansion, and soil-adjusted indices from 2013 to 2024. NDBI values in 2013, 2018, and 2024 revealed changes in urban development with minimum values of -0.8837597, -0.8867515, and -0.7182528, respectively. NDVI values indicated improvements in vegetation health, with mid values increasing from 0.3804683 in 2013 to 0.8090699 in 2024. Similarly, SAVI values demonstrated better vegetation density, with maximum values rising from 0.3782764 in 2013 to 0.6022941 in 2024. These models effectively monitored environmental changes and informed sustainable land management practices. As tourism on Kakara Island grows, with visitor numbers increasing by 25% annually, a balanced approach is essential to preserve its natural and cultural heritage. Integrating remote sensing and spatio-temporal analysis is crucial for identifying areas under environmental stress and implementing sustainable practices to mitigate negative impacts. Future research should include additional models, such as the Enhanced Vegetation Index (EVI) and Normalized Burn Ratio (NBR), and integrate socio-economic data with environmental datasets for a more comprehensive understanding. This approach will foster sustainable development that benefits both the environment and the local community, ensuring the long-term resilience and viability of Kakara Island's tourism industry.
Spatial Data Processing for Mangrove Ecotourism Development: Spatio-temporal Analysis through NDVI, NDBI, and SAVI Using Landsat 8/9 OLI Singgalen, Yerik Afrianto
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5740

Abstract

This study evaluates the ecological trends on Tagalaya Island by analyzing the NDBI, NDVI, and SAVI indices from 2013 to 2024. The NDBI data reveals a notable improvement in vegetation conditions over this period. In 2013, NDBI values ranged from -0.8818104 to -0.3152868, indicating poor vegetation health. Although there was a slight deterioration by 2018, with values ranging from -0.8922318 to -0.2858251, a significant recovery was observed by 2024, with values ranging from -0.7118425 to 0.027627. NDVI values also demonstrate positive changes, with 2013 values ranging from -0.340193 to 0.4773595 and increasing substantially by 2024 to a range of -0.2155555 to 0.9997522, reflecting enhanced vegetation coverage and health. Similarly, SAVI values show improvement, increasing from -0.1651871 to 0.3954751 in 2013 to -0.0731807 to 0.6464996 in 2024. These trends suggest that Tagalaya Island has experienced successful ecological recovery or effective conservation measures. Continued monitoring is essential to sustain and further these positive developments, ensuring ongoing environmental stability and health.
Enhancing Tourism Digital Content Engagement through Sentiment and Toxicity Analysis: Application of Perspective, Vader, and TextBlob Models Singgalen, Yerik Afrianto
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5757

Abstract

This research examines the engagement with tourism digital content for Sumba Island through sentiment and toxicity analysis. The study uses advanced models such as Perspective, Vader, and TextBlob to reveal an average toxicity score of 0.04066, indicating minimal harmful language. Sentiment classification shows a predominantly positive reception, with VADER identifying 81.69% positive, 12.96% neutral, and 5.35% negative sentiments. TextBlob analysis supports these findings, confirming the robustness of the sentiment evaluation. The research underscores the effectiveness of well-crafted digital content in promoting positive user engagement while maintaining low toxicity. The urgency of this research is emphasized by the increasing reliance on digital platforms for tourism marketing, where understanding audience perception is crucial for effective strategy development. The study employs the Digital Content Reviews and Analysis Framework, which ensures systematic data processing and comprehensive evaluation. This framework includes data cleansing, sentiment, toxicity scoring, and rigorous evaluation using multiple analytical models to enhance the reliability and applicability of the findings. Future recommendations include expanding the analysis to encompass visual content and non-English comments and incorporating advanced multimodal techniques to capture a holistic view of digital content engagement. Addressing these areas will further enrich the understanding and impact of tourism digital content, driving more effective and engaging marketing strategies in the competitive digital landscape.
Prototype Design for Education and Heritage Tourism through Rapid Application Development Pinia, Nyoman Agus Perdanaputra; Gintu, Agung Rimayanto; Wabiser, Yan Dirk; Singgalen, Yerik Afrianto
Journal of Computer System and Informatics (JoSYC) Vol 5 No 4 (2024): August 2024
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/josyc.v5i4.5776

Abstract

This research explores the development of a prototype for the Sangiran Information System, utilizing the Rapid Application Development (RAD) framework to meet the specific needs of researchers, destination managers, and tourists. The study emphasizes the importance of user-centric design, facilitated by iterative refinement, which ensures the system effectively supports data management and access related to the Sangiran heritage site. The coding results from content analysis were instrumental in shaping the system, particularly in digital technology integration, educational roles, museum management, and tourism impact. Despite these advancements, the research identifies a critical limitation: the lack of integration with the museum's internal systems and databases. This gap highlights the necessity for further development to achieve a more cohesive and comprehensive information system. The findings underscore the significant progress made in enhancing the educational and management functions of the Sangiran site while also pointing to the need for ongoing improvements to fully support heritage preservation and tourism objectives.
Inclusive Digital Narratives: Analyzing Toxicity, Topics, and Social Networks in Indigenous Documentaries Content Reviews Singgalen, Yerik Afrianto
International Journal on Social Science, Economics and Art Vol. 14 No. 2 (2024): August: Social Science, And Economics
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The research delves into the livelihood and coping strategies of indigenous communities in the digital era, focusing on the analysis of digital content. Utilizing the CRISP-DM framework, the study investigates toxicity scores, topics, and social networks within digital content, particularly examining video documentaries portraying indigenous communities' ways of life. Through data understanding, scraping, and modeling, the research unveils insights into the toxicity levels of online discussions and identifies topics resonating with viewers. The findings underscore the significance of preserving indigenous cultures, promoting community well-being, and fostering inclusive digital content. Moreover, the analysis reveals 8,776 actors and 498 edges within social networks, with an average degree of connectivity of 0.051 and an average weighted degree of 0.057. Notably, the toxicity analysis shows relatively low toxicity levels, with a toxicity score of 0.04992 and severe toxicity at 0.00609. The study concludes by recommending strategies to enhance the quality and sensitivity of digital content, contributing to broader societal understanding and appreciation of indigenous communities.
Investigating Viewer Engagement Dynamics Through Toxicity and Social Network Analysis in the Muara Enggelam Documentary Video Singgalen, Yerik Afrianto
International Journal on Social Science, Economics and Art Vol. 14 No. 2 (2024): August: Social Science, And Economics
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/ijosea.v14i2.473

Abstract

his study delves into the dynamics of viewer engagement and sentiment surrounding the Muara Enggelam documentary video, employing the Cross-Industry Standard Process for Data Mining (CRISP-DM) methodology across six distinct stages. Rooted in the imperative of comprehending audience perceptions and interactions within digital media contexts, particularly in exploring community livelihood and socio-economic dynamics depicted in documentary content, the research traverses through stages encompassing Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. Leveraging toxicity analysis utilizing the Perspective API, the study reveals profound insights into the prevalence of negative language within comments, unveiling a low overall toxicity score of 0.04307, with nuanced breakdowns across categories such as Severe Toxicity (0.00476), Identity Attack (0.00978), Insult (0.02652), Profanity (0.03234), and Threat (0.01468). Additionally, Social Network Analysis (SNA) unveils the intricate network structure and interaction patterns among viewers, identifying 1754 nodes and 126 edges in the directed graph, with Modularity at 0.376, Number of Communities at 1653, and an Average Path length of 1.9559594547361063. This analysis highlights the significant role of content creators, exemplified by Kacong Explorer, in shaping discourse and fostering community engagement.
Institutional Sustainability Analysis of Community-Based Tourism (Case of Kasbi Community in North Halmahera ) Singgalen, Yerik Afrianto; Sasongko, Gatot; Wiloso, Pamerdi Giri
Sodality: Jurnal Sosiologi Pedesaan Vol. 6 No. 3 (2018): Sodality: Jurnal Sosiologi Pedesaan
Publisher : Departement of Communication and Community Development Sciences, Faculty of Human Ecology

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (316.973 KB) | DOI: 10.22500/sodality.v6i3.20744

Abstract

This study aims to analyze the sustainability of the implementation of the concept of community-based tourism especially in the Tourism Community in North Halmahera Regency known as "Kasbi". The research method used is qualitative with a case study approach. The results of this study indicate that contextually in North Halmahera Regency, participation and partnership are very essential in achieving sustainability in the implementation of the concept of community-based tourism. Thus, local tourism institutions need support from various stakeholders to achieve sustainable development goals.
Intensification of Social Capital through Ritual Capital in Indonesia Singgalen, Yerik Afrianto
Sodality: Jurnal Sosiologi Pedesaan Vol. 8 No. 1 (2020): Sodality: Jurnal Sosiologi Pedesaan
Publisher : Departement of Communication and Community Development Sciences, Faculty of Human Ecology

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (409.778 KB)

Abstract

Kepercayaan, norma-norma, jejaring sosial dan tindakan kolektif dalam interaksi sosial menunjukkan persepsi dan perilaku masyarakat dalam pembangunan di desa. Dalam konteks pedesaan, modal sosial dapat diintegrasikan dengan pelbagai pendekatan pembangunan yang melibatkan komunitas lokal. Artikel ini akan mengkaji tentang proses terbentuknya modal sosial melalui modal ritual yang menunjukkan hasil rekonstruksi nilai-nilai kolektif sebagai kearifan lokal sehingga terintegrasi dengan pelbagai pendekatan pembangunan di desa. Penelitian ini menggunakan metode kualitatif dengan pendekatan studi kasus pada tradisi Seri Kodoba masyarakat Desa Limau di Kecamatan Galela Utara, Kabupaten Halmahera Utara, Provinsi Maluku Utara, Indonesia. Hasil penelitian ini menunjukkan bahwa kepercayaan, norma, jejaring sosial dan tindakan kolektif dalam tradisi Seri Kodoba menjadi kekuatan sosial menghadapi pelbagai tantangan globalisasi, Masyarakat Ekonomi Asean (MEA), dan Revolusi Industri 4.0.
Moyooka: Nilai Sosio-Kultural Perempuan Halmahera dalam Penghidupan Rumah Tangga di Wilayah Pedesaan Singgalen, Yerik Afrianto
Sodality: Jurnal Sosiologi Pedesaan Vol. 8 No. 3 (2020): Sodality: Jurnal Sosiologi Pedesaan
Publisher : Departement of Communication and Community Development Sciences, Faculty of Human Ecology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22500/8202031163

Abstract

Artikel ini bertujuan untuk menguraikan nilai sosio-kultural perempuan Halmahera yang dikenal dengan istilah Moyooka, dalam penghidupan rumah tangga di wilayah pedesaan. Penelitian ini dilaksanakan di Halmahera Utara, Provinsi Maluku Utara, Indonesia. Penelitian ini menggunakan metode kualitatif dengan pendekatan studi kasus atas peran sosio-kultural perempuan Halmahera dalam mempertahankan keberlanjutan penghidupan rumah tangga di wilayah pedesaan berdasarkan kultur suku Boeng (Desa Tunuo) dan Suku Huboto (Desa Pitu). Proses pengumpulan data menggunakan teknik wawancara mendalam, observasi dan studi dokumen. Adapun, pengolahan data menggunakan teknik trianggulasi yang didukung aplikasi Nvivo 12 Plus untuk menjamin keabsahan informasi yang digunakan. Hasil penelitian ini menunjukkan bahwa simbol dan objek material berbasis kultur Moyooka memengaruhi struktur dan fungsi sosial serta menentukan keberlanjutan penghidupan rumah tangga. Dalam konteks Moyooka, keberlanjutan penghidupan rumah tangga didukung oleh ketersediaan sumberdaya, mobilitas dan kapabilitas akses. Namun, konteks kerentanan (guncangan dan kecenderungan), dalam hal ini yang disebabkan oleh pandemik Covid-19 dan kecenderungan perubahan atau fluktuasi harga beli kopra, memengaruhi ketahanan penghidupan rumah tangga di bidang pertanian dan pariwisata.
Pembangunan Pariwisata Daerah di Kabupaten Pringsewu: Perspektif Pariwisata Berbasis Komunitas dan Penghidupan Berkelanjutan Singgalen, Yerik Afrianto; Nugroho, A. Y. Agung; Suharsono; Nantingkaseh, Alfonso Harrison
Sodality: Jurnal Sosiologi Pedesaan Vol. 11 No. 2 (2023): Sodality: Jurnal Sosiologi Pedesaan
Publisher : Departement of Communication and Community Development Sciences, Faculty of Human Ecology

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22500/11202341256

Abstract

Institutionally, the Tourism Awareness Group (Pokdarwis) has encouraged community participation in each village (pekon) to optimize the potential of natural, cultural, and human resources as tourist attractions. This study aims to describe in-depth the dynamics of the collaboration of the Tourism Awareness Group in Pringsewu Regency to increase public awareness in each village about the benefits of the tourism sector for the sustainability of household livelihoods, preservation of social-cultural values, and environmental sustainability. This study uses a community-based tourism perspective. Meanwhile, the qualitative research method with a case study approach is used for three tourist objects developed by Pokdarwis, namely Akasia valley, Talang Indah, and Teluk Kenyo. Retrieval of research data is conducted using in-depth interviews, observation, and document study while, data processing uses triangulation techniques to obtain valid and credible information. This study indicates that Pokdarwis in each village (pekon) are organized because the Pokdarwis Communication Forum is the central organization that connects 37 Tourism Awareness Groups throughout the Pringsewu Regency, Lampung Province. Proactively, Forkom Pokdarwis establishes communication with the government, local entrepreneurs, academics, and rural communities to optimize natural, cultural, and human resources by pioneering tourist destinations. Several tourist destinations have successfully pioneered and developed through reasonable assistance and coordination, opening up local communities' job opportunities.
Co-Authors A.Y. Agung Nugroho Agnes Harnadi Agnes Harnadi Agung Mulyadi Purba Alfonso Harrison Aloisius Gita Nathaniel Astuti Kusumawicitra Astuti Kusumawicitra Astuti Kusumawicitra Laturiuw Astuti Kusumawicitra Laturiuw Bernardus Alvin Rig Bernardus Alvin Rig Biafra Daffa Farabi Biafra Daffa Farabi Billy Macarius Sidhunata Brito, Manuel Charitas Fibriani Christanto, Henoch Juli Christine Dewi Danny Manongga Dasra, Muhamad Nur Agus Eko Sediyono Eko Widodo Elfin Saputra Elfin Saputra Elly Esra Kudubun Fang, Liem Shiao Faskalis Halomoan Lichkman Manurung Gatot Sasongko Gilberto Dennis G E Sidabutar Gintu, Agung Rimayanto Gudiato, Candra Henoch Juli Christanto Henoch Juli Christanto Heru Prasadja Heru Prasadja, Heru Hindriyanto Dwi Purnomo Hironimus Cornelius Royke Irene Sonbay Irwan Sembiring Jesslyn Alvina Seah Jonathan Tristan Santoso Juli Christanto, Henoch Kartikawangi, Dorien Kusumawicitra, Astuti Manuel Brito Marthen Timisela Mavish, Steven Michael Kenang Gabbatha Nantingkaseh, Alfonso Harrison Nicolas Arya Nanda Susilo Nugroho, A. Y. Agung Octa Hutapea Octa Hutapea Pamerdi Giri Wiloso Pamerdi Giri Wiloso Pamerdi Giri Wiloso, Pamerdi Giri Pedro Manuel Lamberto Buu Sada Pinia, Nyoman Agus Perdanaputra Pontolawokang, Theresya Ellen Pristiana Widyastuti Pristiana Widyastuti Purwoko, Agus Puspitarini, Titis Radyan Rahmananta Radyan Rahmananta Rafael Christian Rahadi, Abigail Rosandrine Kayla Putri Rahmadini, Asyifa Catur Richard Emmanuel Adrian Sinaga Rosdiana Sijabat Samuel Piolo Seingo, Martha Maraka Setiawan, Ruben William Siemens Benyamin Tjhang Sri Yulianto Joko Prasetyo Stephen Aprius Sutresno, Stephen Aprius Suharsono SUHARSONO Suni, Eugenius Kau Tabuni, Gasper Tharsini, Priya Timisela, Marthen Titi Susilowati Prabawa Titis Puspitarini Widodo, Eko Winayu, Birgitta Narindri Rara Yan Dirk Wabiser Yoel Kristian Zsarin Astri Puji Insani