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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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Livelihood Transformation through the Existence of Mining and Tourism Industries: Case of North Halmahera District, North Maluku, Indonesia Singgalen, Yerik Afrianto
ARISTO Vol 10 No 2 (2022): July
Publisher : Universitas Muhammadiyah Ponorogo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24269/ars.v10i2.4674

Abstract

Development has changed indigenous people's cultural structure and function, which is identical to a traditional lifestyle to the modern one, encouraging livelihood diversification or transformation. The development approach is vulnerable to socio-cultural, economic, and environmental changes, including in the mining and tourism sector. This article aims to describe the development process that has caused changes in the structure and function of indigenous culture and rural livelihoods in Northern Maluku, Indonesia. This study was done qualitatively using a case study approach to describe the livelihood strategies of indigenous people to cope with the existence of the mining and tourism industry’s activity in the North Halmahera Regency. The key informants involved in this research are traditional leaders, community leaders, and youth. Data collection is adjusted to the context of the research location, both around tourist destinations and mining areas. Data processing uses a triangulation approach. These findings indicate that the traditional community of Hibualamo had cultural structures and functions that mobilised access to social and natural capital. Furthermore, The challenges of globalisation cause a livelihood transformation and influence the capability of local communities to access financial capital, human capital, and physical capital.
Sentiment, toxicity, and social network analysis of virtual reality product content reviews Singgalen, Yerik Afrianto
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 1 (2024): March: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.716.pp24-34

Abstract

Virtual Reality (VR) technology has garnered significant attention in recent years due to its potential to revolutionize various industries. This study aims to investigate consumer sentiments toward VR products, mainly focusing on Meta Quest 3 in the context of the AI era. The background section outlines the rising popularity of VR products and their impact on consumer behavior, emphasizing the need for a comprehensive understanding of consumer sentiments to inform marketing strategies effectively. Methodologically, the study adopts the Cross-Industry Standard Process for Data Mining (CRISP-DM) framework to guide the analytical approach, which includes sentiment classification, toxicity scoring, and social network analysis (SNA). A dataset comprising 2,115 consumer interactions and evaluations was utilized, with 1,302 interactions for the ALINE tech video and 813 interactions for The Tech Chap video, to derive insights into sentiment patterns and interaction dynamics. The findings reveal a positive reception towards VR products, with Meta Quest 3 particularly well-received. The sentiment classification algorithm achieved an accuracy of 77.92% without SMOTE and 85.66% with SMOTE, demonstrating competency in sentiment prediction. The precision, recall, and f-measure for SVM without SMOTE were 85.78%, 99.83%, and 92.27%, respectively, while with SMOTE, they were 100%, 55.82%, and 71.50%, respectively. Toxicity scoring yielded an average toxicity score of 0.05. Social network analysis (SNA) identified a network diameter of 6, modularity of 0.6072, and a density of 0.002815, highlighting the intricate dynamics of consumer interaction within the VR domain.
Enhancing accommodation selection: an analysis of simple additive weighting and rank order centroid Singgalen, Yerik Afrianto
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 1 (2024): March: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.726.pp35-44

Abstract

This study deploys Simple Additive Weighting (SAW) and Rank Order Centroid (ROC) in selecting accommodations. The research problem investigates the efficacy and applicability of these methods in aiding decision-makers, mainly tourists, in choosing accommodations based on diverse criteria. To address this issue, a comprehensive comparative analysis was conducted utilizing both SAW and ROC methodologies to evaluate a range of accommodations in the vibrant tourism destination of Raja Ampat, Indonesia. The SAW method involved the assignment of weights to various criteria and the subsequent calculation of overall scores for each accommodation. In contrast, the ROC method utilized a centroid-based approach to rank the accommodations. The findings underscore notable distinctions between the two methodologies, with SAW providing a detailed assessment of accommodations based on weighted criteria, whereas ROC offers a simplified ranking system. Additionally, the research identified Nyande Raja Ampat as the top-ranked accommodation with a score of 0.95859128, followed by Raja Ampat Sandy Guest House (score: 0.924445677) and Mambetron Homestay Raja Ampat (score: 0.861666825). Warahnus Dive Homestay and Hamueco Raja Ampat Resort secured the fourth and fifth ranks, with scores of 0.831961086 and 0.827113234, respectively. These findings offer valuable insights for tourists seeking accommodations in Raja Ampat and contribute to the broader understanding of decision-making methodologies in the tourism industry.
Toxicity, topic, and sentiment analysis on the operation of coal-fired power plants content reviews Singgalen, Yerik Afrianto
Jurnal Teknik Informatika C.I.T Medicom Vol 16 No 1 (2024): March: Intelligent Decision Support System (IDSS)
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/cit.Vol16.2024.728.pp45-57

Abstract

This research addresses the challenge of comprehensively analyzing textual data, emphasizing the prevalence of harmful language, sentiment expression, and thematic content. The research problem centers around interpreting large datasets, prompting a multifaceted methodology. Drawing upon the Cross-Industry Standard Process for Data Mining (CRISP-DM), the study follows a systematic approach involving six key phases: Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. Toxicity analysis reveals an average toxicity level ranging from 0.00404 to 0.03878 and maximum values up to 0.66151, highlighting varying degrees of harmful language prevalence. Sentiment analysis identifies that 60% of sentiments expressed are positive, 30% are neutral, and 10% are negative, elucidating prevailing attitudes. Topic modeling extracts twelve distinct themes, enriching the interpretive depth of the dataset. Performance evaluation metrics for SVM using SMOTE indicate an accuracy of 91.41% +/- 1.66%, with 832 true negatives and 689 true positives, affirming the model's reliability. Based on these findings, it is recommended that stakeholders implement robust content moderation strategies to mitigate the dissemination of harmful language, foster a safer online environment, and leverage sentiment and topic analysis insights for informed decision-making. This interdisciplinary approach enhances data analysis capabilities, providing actionable insights crucial for addressing societal challenges and advancing scholarly discourse.
Tren Gaya Hidup Staycation dan Workcation terhadap Perkembangan Industri Perhotelan dan Pariwisata di Wilayah Perkotaan Yerik Afrianto Singgalen
Jurnal Perkotaan Vol. 16 No. 1 (2024): Juni 2024
Publisher : Universitas Katolik Indonesia Atma Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25170/perkotaan.v16i1.5699

Abstract

Penelitian ini mengeksplorasi dampak tren staycation dan workcation terhadap perkembangan industri perhotelan dan pariwisata di wilayah perkotaan. Peningkatan permintaan wisatawan lokal yang memilih staycation dan profesional yang memiliki gaya hidup workcation mendorong industri perhotelan untuk berinovasi dan meningkatkan kualitas layanan. Dengan menggunakan kerangka kerja Customer Review and Analysis Framework (CRAF), penelitian ini mengumpulkan, memproses, mengevaluasi, dan merancang sistem informasi untuk memahami preferensi tamu serta mengoptimalkan strategi pemasaran. Hasil analisis menunjukkan bahwa tren staycation dan workcation tidak hanya meningkatkan tingkat hunian hotel tetapi juga mendorong pertumbuhan ekonomi lokal dan pertumbuhan sektor pariwisata perkotaan. Implementasi CRAF membantu manajemen hotel untuk lebih responsif terhadap kebutuhan tamu, sehingga meningkatkan kepuasan dan loyalitas pelanggan.
Tren Coffee Vlog: Analisis Sentimen dan Toksisitas Pengguna Sharing Media Platform Youtube terhadap Konten Digital Latte Art dan Beverage Manufacturing Yerik Afrianto Singgalen
Jurnal Perkotaan Vol. 16 No. 2 (2024): Desember 2024
Publisher : Universitas Katolik Indonesia Atma Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25170/perkotaan.v16i2.5739

Abstract

This research examines the effectiveness of Coffee Vlogs as a promotional tool to build community and strengthen brand image among urban audiences. The findings show that creative and educational content successfully captures attention and builds strong emotional connections with viewers, while digital media platforms effectively foster engagement and customer loyalty. Toxicity analysis of the first video reveals variations in the levels of comment toxicity. In contrast, sentiment analysis of the second video indicates that most reviews have positive sentiments towards the content. Despite limitations in analyzing viewer behavior and digital media effectiveness, the Digital Content Reviews and Analysis Framework successfully evaluates coffee shop marketing strategies.
Digital Ethnographic Analysis of Women's Role in Preserving Traditional Weaving Practices in Indonesia Prasadja, Heru; Singgalen, Yerik Afrianto
Sodality: Jurnal Sosiologi Pedesaan Vol. 13 No. 1 (2025): Sosiologi: 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: 10.22500/13202562694

Abstract

Penelitian etnografi digital yang digunakan dalam penelitian ini menekankan pada interelasi kompleks antara peranan perempuan dalam sektor pariwisata, preservasi nilai kultural, serta transmisi pengetahuan lintas generasi, berdasarkan konteks komunitas pengrajin tenun tradisional di Indonesia. Melalui analisis sistematis terhadap enam belas narasi video menggunakan perangkat lunak Atlas.Ti, studi ini menginvestigasi bagaimana dinamika gender memberikan implikasi terhadap capaian pembangunan berkelanjutan dan preservasi warisan budaya khususnya di area pedesaan. Tahapan penelitian ini terdiri dari tahap observasi virtual, dialog dalam konten digital, dan sebaran konten media media sosial, yang menunjukkan kompleksitas sosio-kultural. Hasil analisis data menunjukkan isu gender yakni partisipasi perempuan sebagai topik yang dominan dengan frekuensi 196 (4,691%) dan terminologi yang berafiliasi dengan pariwisata teridentifikasi sebanyak 88 kali (2,106%). Selanjutnya, mekanisme transmisi pengetahuan dalam aktivitas tenun tradisional menunjukkan aksentuasi substansial pada peranan wanita, dengan dokumentasi 137 (3,36%), sementara aspek lingkungan termanifestasi secara konsisten melalui distribusi terminologi. Temuan penelitian ini mengindikasikan korelasi yang kuat antara inisiatif kesetaraan gender dengan keberhasilan program preservasi budaya, khususnya dalam produksi tekstil tradisional dan pengembangan pariwisata berkelanjutan. Studi ini berkontribusi dalam perspektif gender melalui kajian peran perempuan dalam mempertahankan praktik-praktik kultural sembari mendorong pemberdayaan ekonomi dan pengelolaan lingkungan. Hasil penelitian ini dapat digunakan sebagai konstruksi kerangka kerja komprehensif untuk memahami interseksi kritis antara preservasi warisan budaya dan pembangunan berkelanjutan, terutama melalui eksplorasi peranan sentral perempuan dalam transmisi pengetahuan dan pemberdayaan komunitas di berbagai komunitas pengrajin tenun tradisional Indonesia.
Gender, Livelihood, and Ecotourism during Covid-19 Epidemic in North Halmahera of Indonesia Yerik Afrianto Singgalen; Astuti Kusumawicitra
MUWAZAH : jurnal kajian gender Vol 13 No 1 (2021)
Publisher : Universitas Islam Negeri K.H. Abdurrahman Wahid Pekalongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28918/muwazah.v13i1.267

Abstract

This article aims to describe women's role in maintaining livelihoods in the tourism sector during the Covid-19 pandemic. The perspectives used are gender, livelihood, and ecotourism. This research location is in Tanjung Bongo Tourism Object and Kupa-Kupa Beach Tourism Object, North Halmahera Regency, Indonesia. The research method used is qualitative. The data collection techniques used were in-depth interviews, observation, and document study. This study's results indicate the role of women in maintaining livelihoods through business in the tourism sector. In the framework of sustainable livelihoods, limited access to capital affects the capability to support a tourism sector's business. On the other hand, women entrepreneurs in each tourism destination adhere to ecotourism principles to maintain a clean environment and safety and comfort in traveling. Based on this study's results, gender, livelihood, and ecotourism theoretically support sustainable eco-tourism.
Tourism Destination in Remote Area : Problems and Challenges of Tourism Development in North Halmahera as Remote and Border Areas of Indonesia-Philippines Singgalen, Yerik Afrianto; Sasongko, Gatot; Wiloso, Pamerdi Giri
Journal of Indonesian Tourism and Development Studies Vol. 6 No. 3 (2018)
Publisher : Graduate School, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jitode.2018.006.03.04

Abstract

This paper will describe the problems and challenges in North Halmahera tourism development and describe the coordination, resources, disposition of executor and bureaucratic system in the process of tourism policy implementation by local government. This research used a qualitative method and case study approach. The method used in this research is qualitative with case study approach. This research conducted in Kakara Island, Tagalaya Island, Bobale Island, Kumo Island, Luari Beach, Paca Lake, Duma Lake, and Mamuya Hot Spring as the priority in North Halmahera Tourism Development Program by local government. The results of the evaluation indicate that the bureaucratic system, resources (human resources and sources of funding), the disposition of the commissioning and coordination was instrumental in the process of implementation of the policy on tourism. The implications of the implementation of tourism policy hampered are the lack of participation of the community and damage to facilities and access for tourism which threaten the sustainability of tourism. Thus, it can be noted that the challenges in the development of the leading tourist attraction in North Halmahera Regency are an effort to increase community participation through partnerships to achieve sustainable tourism.Keywords: Bureaucracy System, Coordination, Disposition, Resources, Tourism Policy
Efforts to Achieve Environmental Sustainability through Ecotourism Singgalen, Yerik Afrianto; Sasongko, Gatot; Wiloso, Pamerdi Giri
Journal of Indonesian Tourism and Development Studies Vol. 7 No. 2 (2019)
Publisher : Graduate School, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jitode.2019.07.02.07

Abstract

This paper will discuss specifically the effort of Kupa-Kupa Beach Cottage and Meti Beach Cottage managers to achieve environmental sustainability through the concept of ecotourism. Furthermore, private sector involvement and mixed marketing strategy will be discussed to describe how community empowerment and local community support as an essential factor in regional tourism development, especially in North Halmahera District. The research method used is qualitative with case study approach. This paper shows that the private sector tends to adopt a community-based ecotourism concept to achieve environmental sustainability and tourism sustainability itself. The government will act as a stimulus and catalyst that is synergistic with the needs of the private sector to provide tourism facilities according to tourists' preference. Kupa-Kupa Beach Cottage and Meti Beach Cottage managers seek to provide employment for local communities as part of a marketing strategy so that they are mutually beneficial.Keywords: Community empowerment, ecotourism, environmental sustainability, mixed marketing strategy, private sector involvement. 
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