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All Journal Humanika : Kajian Ilmiah Mata Kuliah Umum JIPI (Jurnal Ilmu Perpustakaan dan Informasi) Masyarakat, Kebudayaan dan Politik Journal of Economic, Bussines and Accounting (COSTING) Martabe : Jurnal Pengabdian Kepada Masyarakat Fair Value: Jurnal Ilmiah Akuntansi dan Keuangan JURNAL GOVERNANSI Khazanah: Jurnal Pengembangan Kearsipan Journal of Urban Sociology Building of Informatics, Technology and Science BALANCE: Economic, Business, Management and Accounting Journal JENIUS (Jurnal Ilmiah Manajemen Sumber Daya Manusia) MUKADIMAH: Jurnal Pendidikan, Sejarah, dan Ilmu-ilmu Sosial Bubungan Tinggi: Jurnal Pengabdian Masyarakat Journal of Soft Computing Exploration ABDI PUSTAKA: Jurnal Perpustakaan dan Kearsipan Literatify : Trends in Library Development Bidik : Jurnal Pengabdian kepada Masyarakat Malcom: Indonesian Journal of Machine Learning and Computer Science Pustakaloka: Jurnal Kajian Informasi dan Perpustakaan MILRev: Metro Islamic Law Review Jurnal Ecotipe (Electronic, Control, Telecommunication, Information, and Power Engineering) The Indonesian Journal of Computer Science Madania: Jurnal Kajian Keislaman
Hendro Margono
Universitas Airlangga
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences Other

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MAPPING THE INTERDISCIPLINARY LANDSCAPE OF DIGITAL ROMANTIC FRAUDS USING VOS VIEWER Ronal Kamim; Arum Karisma Nadya Lakshita; Dwi Permana Putra; Hendro Margono
JIPI (Jurnal Ilmu Perpustakaan dan Informasi) Vol 10, No 2 (2025)
Publisher : Progam Studi Ilmu Perpustakaan UIN Sumatera Utara Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30829/jipi.v10i2.28009

Abstract

Romance fraud is a crime committed through emotional manipulation via digital platforms, causing significant financial and psychological harm to victims. Despite growing prevalence, the phenomenon lacks unified terminology, with terms such as "love scam," "catfishing," and "sweetheart swindle" reflecting its conceptual complexity. This bibliometric analysis of 152 publications (2010?2025) maps the interdisciplinary landscape of online romance fraud research using Scopus data and VOSviewer software. Five critical findings emerge: (1) publication acceleration of 553 percent from 2020?2024, signaling urgent recognition as a sociotechnical crisis; (2) geographic imbalance with the United States, United Kingdom, and Australia accounting for approximately 70 percent of publications while Global South nations remain epistemically marginalized; (3) disciplinary shift from early technical cybersecurity framings toward holistic, trauma-informed perspectives emphasizing mental health and victimization; (4) methodological limitations with 85 percent employing descriptive statistics and lacking longitudinal victim tracking; and (5) authorship concentration wherein two scholars account for 21 percent of publications. Analysis identified five distinct thematic clusters cybercrime systems, victimology, psychological manipulation, platform-specific risks, and digital risk behavior demonstrating that romance fraud demands integrated frameworks bridging criminology, psychology, computer science, and public health. The research landscape is simultaneously accelerating, shifting toward psychosocial concerns, geographically concentrated in privileged nations, and methodologically conservative, creating urgent gaps in Global South perspectives, culturally-specific victim experiences, and longitudinal designs. These findings inform evidence-based prevention strategies, cross-sector policy interventions, victim support services, and open urgent opportunities for future multidisciplinary exploration, particularly Global South-led investigations and perpetrator-focused inquiry essential for developing effective intervention approaches.
Co-Authors Adriansyah, Muhammad Ali Aestikani Mahani Aldo Lovely Arief Suyoso Aldo Lovely Arief Suyoso Aliffatin, Ety Subekti Anastasya, Diva Berta Anggraini, Handari Niken Arief Suyoso, Aldo Lovely Arum Karisma Nadya Lakshita Bastian, Devi Br Sihaloho, Dwi Paskah Marito Cahyani, Retno Tri Caspari, Andrean Dama Putri, Kania Dian Dwi Nur Rahmah Dwi Permana Putra Faiza, Nova Auliatul Fauziah, Salsa Fenny Nur Aprillia Fitri Mutia, Fitri Gunarti, Endang Halim, Yunus Abdul Hary Supriyatno Imam Yuadi Inriani, Sefania Wenny Eka Julian, Antoni Khithobi, Arya Teges Koko Srimulyo Lestari, Nur Laili Indah Fuji Lestari, Santi Dwi Desy Maulidah, Nofiyah Meilinda Putri, Ulfa Muchammad Toyib Muhammad Mustajib Muhammad Rafi Solakhudin Nadya Ananda Tri Anugrah Putri Nawwaf Faruq Adina Putra Niken Ayu Pratiwi, Bertha Nurul Jamila Hariani Prasetyo Yuwinanto, Helmy Prasyesti Kurniasari, Meinia Putra, Yudistira Ardi Nugraha Setyawan Ragil Tri Atmi, Ragil Tri Rahma, Nadhifia Shabrina Nur Rasyid, Rizka Adristi Rifa, Syafira Dila Rinanda, Tiara Disti Ronal Kamim Rosyani, Widha Seger Handoyo Setiadi, Yusuf Setiyarini, Melina Dewi Sheikh Adnan Ahmed Usmani Soegiono, Agie Nugroho Soesantari, Tri Solly Aryza Sugihartati, Rahma Suharbi, Muhammad Akbar Syaidatul Fiza Ma'arif Tondang, Edoardo Vivia Adriyanti, Elvetta Windrasari, Shella Norma Yuwinanto, Helmy Prasetyo