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The Influence of IoT Data Governance Quality and Data Privacy Policies on Information Security Risk Mitigation and Customer Trust in IoT-Based Startups in Bandung ZM, Ajub Ajulian; Sinuraya, Enda Wista; Winardi, Bambang; Yuanis, Yuanis
West Science Interdisciplinary Studies Vol. 4 No. 01 (2026): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v4i01.2603

Abstract

The rapid adoption of Internet of Things (IoT) technologies by startups has intensified concerns related to data governance, privacy protection, and information security risks. This study investigates the effect of IoT data governance quality and data privacy policy on information security risk mitigation and customer trust in IoT-based startups in Bandung, Indonesia. Using a quantitative research approach, data were collected from 150 users of IoT-based startup services through a structured questionnaire measured on a Likert scale. The data were analyzed using Structural Equation Modeling–Partial Least Squares (SEM-PLS 3). The results indicate that IoT data governance quality has a significant positive effect on information security risk mitigation. In addition, data privacy policy and information security risk mitigation both have significant positive effects on customer trust. Furthermore, information security risk mitigation partially mediates the relationship between IoT data governance quality and customer trust. These findings highlight the importance of strengthening data governance frameworks and implementing transparent privacy policies to reduce security risks and enhance customer trust. This study contributes to the growing body of literature on IoT governance and provides practical insights for startup managers and policymakers in fostering secure and trustworthy IoT-based business environments.
Bibliometric Study of IoT in Security and Monitoring Systems Judijanto, Loso; Handoko, Susatyo; Winardi, Bambang
West Science Interdisciplinary Studies Vol. 4 No. 02 (2026): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v4i02.2663

Abstract

This study presents a bibliometric analysis of research trends on the Internet of Things in security and monitoring systems using publications indexed in the Scopus database. The objective is to map the intellectual structure, thematic evolution, and collaboration patterns that shape the development of this research field. Bibliographic data were analyzed using VOSviewer to visualize keyword co-occurrence, temporal trends, density distribution, co-authorship networks, institutional collaboration, and country partnerships. The findings indicate that the internet of things serves as the central research hub, closely linked with machine learning, cybersecurity, authentication, and monitoring system architectures. Temporal analysis shows a transition from foundational intrusion detection and network security topics toward intelligent, application-oriented solutions supported by blockchain and data privacy frameworks. Density mapping highlights the convergence of AI-driven analytics with real-time monitoring environments, while collaboration analysis reveals strong research contributions from India and expanding global partnerships involving the United States, United Kingdom, China, and European countries. The results suggest that the field is evolving toward adaptive and context-aware security frameworks embedded within domain-specific monitoring applications such as healthcare and smart agriculture. This study contributes by providing a comprehensive overview of the knowledge structure and future research directions in IoT-based security and monitoring systems.
Bibliometric Study of IoT in Security and Monitoring Systems Judijanto, Loso; Handoko, Susatyo; Winardi, Bambang
West Science Interdisciplinary Studies Vol. 4 No. 02 (2026): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v4i02.2663

Abstract

This study presents a bibliometric analysis of research trends on the Internet of Things in security and monitoring systems using publications indexed in the Scopus database. The objective is to map the intellectual structure, thematic evolution, and collaboration patterns that shape the development of this research field. Bibliographic data were analyzed using VOSviewer to visualize keyword co-occurrence, temporal trends, density distribution, co-authorship networks, institutional collaboration, and country partnerships. The findings indicate that the internet of things serves as the central research hub, closely linked with machine learning, cybersecurity, authentication, and monitoring system architectures. Temporal analysis shows a transition from foundational intrusion detection and network security topics toward intelligent, application-oriented solutions supported by blockchain and data privacy frameworks. Density mapping highlights the convergence of AI-driven analytics with real-time monitoring environments, while collaboration analysis reveals strong research contributions from India and expanding global partnerships involving the United States, United Kingdom, China, and European countries. The results suggest that the field is evolving toward adaptive and context-aware security frameworks embedded within domain-specific monitoring applications such as healthcare and smart agriculture. This study contributes by providing a comprehensive overview of the knowledge structure and future research directions in IoT-based security and monitoring systems.
Technological Innovation in Palm Oil Industry: A Bibliometric Analysis of AI, IoT, and Precision Agriculture Applications Judijanto, Loso; Winardi, Bambang; Karnoto, Karnoto
West Science Interdisciplinary Studies Vol. 3 No. 11 (2025): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v3i11.2388

Abstract

This s‍tudy ex‍amin⁠es the re⁠presentation of ar⁠t​ific⁠ial intelligenc⁠e (‍AI), the Interne⁠t of T⁠hings (IoT), and pre⁠ci⁠sion‌ agri‌culture‌ in the scholarly literature per‌taining⁠ to the palm o‌il busines⁠s.‍ A bibl‍iometric technique wa⁠s empl⁠oyed to o‍bt‌ain li⁠terature indexed in major databases from 2000 to 2‍024‍, utilizing spe​cif​ic search strings that‍ combined​ palm oil termin​ology wit‍h keywords relate‌d to AI, IoT, and smart f​arming. F‍ollowing⁠ screening and⁠ data cleansin‌g, performanc‌e a​nalysi⁠s an⁠d science-mapping me​thod⁠ologies​ were employe‍d using VOSvi⁠ewe​r and​ Biblioshiny to investigate publication pa‌tterns, signif‌icant documents, collaboration networks, and key‌word structures‍.⁠  The findings indicate a swiftly advancing researc‍h fr⁠on​ti‍er cent​ered on the in‌tersection o​f IoT, palm oil, and s‌ustainabil‌ity, wherein sensor-‌base‌d monitor‌ing⁠, inte‌lligent platforms, and machine-learning techn⁠ologie​s are utilized for p​lantation management an‍d environ‍m‌ental supe⁠rvision.  Malays‍ia and Indonesi‍a⁠ predominate⁠ in the nati‌onal network, bolstered by interdisc⁠iplinary collabora‍tions among e⁠ngineering, c‌om‍puter sc⁠ience⁠, and agriculture de‌partments.  Nonetheless, i‌nc​lus​ive innovatio‍n and so‍cial factors​ are still inade‍qu⁠at​el‌y exa⁠mined, since the majority of r‌e‌sea‍rc​h emphasizes‍ technical feasi‍bility and productiv⁠ity over sma‍l​l‌h‌older integ‍ration or​ governan‌ce c‍o⁠ncerns. The⁠ report finishes by d‌eli⁠ne⁠ating practic‍al consequen⁠ces for indust⁠ry and poli‍cymakers, theoret⁠ical contributions to d⁠ig‍ital agr⁠i‌culture and innova‍tion-ecosystem research⁠,⁠ and objectives fo⁠r future‌ endeavors‌ on sustainable,‌ data-driven p⁠alm‍ oil systems.
Technological Innovation in Palm Oil Industry: A Bibliometric Analysis of AI, IoT, and Precision Agriculture Applications Judijanto, Loso; Winardi, Bambang; Karnoto, Karnoto
West Science Interdisciplinary Studies Vol. 3 No. 11 (2025): West Science Interdisciplinary Studies
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsis.v3i11.2388

Abstract

This s‍tudy ex‍amin⁠es the re⁠presentation of ar⁠t​ific⁠ial intelligenc⁠e (‍AI), the Interne⁠t of T⁠hings (IoT), and pre⁠ci⁠sion‌ agri‌culture‌ in the scholarly literature per‌taining⁠ to the palm o‌il busines⁠s.‍ A bibl‍iometric technique wa⁠s empl⁠oyed to o‍bt‌ain li⁠terature indexed in major databases from 2000 to 2‍024‍, utilizing spe​cif​ic search strings that‍ combined​ palm oil termin​ology wit‍h keywords relate‌d to AI, IoT, and smart f​arming. F‍ollowing⁠ screening and⁠ data cleansin‌g, performanc‌e a​nalysi⁠s an⁠d science-mapping me​thod⁠ologies​ were employe‍d using VOSvi⁠ewe​r and​ Biblioshiny to investigate publication pa‌tterns, signif‌icant documents, collaboration networks, and key‌word structures‍.⁠  The findings indicate a swiftly advancing researc‍h fr⁠on​ti‍er cent​ered on the in‌tersection o​f IoT, palm oil, and s‌ustainabil‌ity, wherein sensor-‌base‌d monitor‌ing⁠, inte‌lligent platforms, and machine-learning techn⁠ologie​s are utilized for p​lantation management an‍d environ‍m‌ental supe⁠rvision.  Malays‍ia and Indonesi‍a⁠ predominate⁠ in the nati‌onal network, bolstered by interdisc⁠iplinary collabora‍tions among e⁠ngineering, c‌om‍puter sc⁠ience⁠, and agriculture de‌partments.  Nonetheless, i‌nc​lus​ive innovatio‍n and so‍cial factors​ are still inade‍qu⁠at​el‌y exa⁠mined, since the majority of r‌e‌sea‍rc​h emphasizes‍ technical feasi‍bility and productiv⁠ity over sma‍l​l‌h‌older integ‍ration or​ governan‌ce c‍o⁠ncerns. The⁠ report finishes by d‌eli⁠ne⁠ating practic‍al consequen⁠ces for indust⁠ry and poli‍cymakers, theoret⁠ical contributions to d⁠ig‍ital agr⁠i‌culture and innova‍tion-ecosystem research⁠,⁠ and objectives fo⁠r future‌ endeavors‌ on sustainable,‌ data-driven p⁠alm‍ oil systems.
Co-Authors Aat Ruchiat Nugraha Abda Abda Abdul Syakur Adevia Arva Puspa, Adevia Arva Adhi Warsito Aditya Teguh Prabowo Agung Nugroho Agung Nugroho Agung Warsito Ajub Ajulian Zahra Macrina Ajub Ajulian ZM Ajub Ajulian ZM Ajub Ajulian ZM Ajub Ajulian ZM Al Manshur, Rif'an Andang Purnomo Putro, Andang Purnomo Anhar Ashari AP Hendra Pradana Arga Mahardika Arifan Nurdani, Imam Aris Triwiyatno Arnes Yuli Vandika Arsanto, Fariz Hasbi Assyidiq, Muhammad Alfin Bayu Primastha, Bayu Bekti, Rizky Catur Cahya, Galuh Indra Cahyo Wicaksono Catur Widiatmoko D, Abraham Bayu Danang Widyanarko, Danang Demas Dwiyan Wahyanto, Demas Dwiyan Denis Denis Denis Denis Dinda Hapsari Kusumastuti, Dinda Hapsari Dito Anurogo, Dito Eko Handoyo Enda Wista Sinuraya Erlin Dolphina Erwin Adriono Faisal Oktavian Suryaadmaja, Faisal Oktavian Faiz Muqorrir Kaaffah Fajar Sihombing, Fajar Fatima Suatrat Gumelar, Yulianto Agung Guspan Hidi Susilo Hafiizh, Naufal Hamirul Hamirul Hermawan Hermawan Heru Winarno Hidayat, Fian I Ketut Suada Ikha Nurjanah, Ikha Imam Arifan Nurdani IMAM SANTOSO Imam Santoso Ismi Dina Solikha Iwan Setiawan Jaka Windarta Jayabadi, Dennis Satria Wahyu johar pradityo, johar Joko Windarto Joni Joni Judijanto, Loso Juli Setiawan, Juli Juningtyastuti Juningtyastuti Karnoto Karnoto . Krisna Zain Murtafi' Kurnanda Rizky Aditama, Kurnanda Rizky Kurniawan Fitrianto Laksono, Tegar Ubo M. Yudi Nugroho Makarim, Alam Afif Mardikawati, Budi Marlia Susanti, Marlia Masaji, Masaji Mashduuqi, Ali Meigy Restanaswari Kartika, Meigy Restanaswari Milzam Andali Lababan, Milzam Andali Mochammad Facta Mohammad Magna Mensani Muhamad, Agung Tryono Muhammad Alvin Ridho, Muhammad Alvin Muhammad Azhar Irwansyah Muhammad Fadly Yudhistira Taufik Muhammad Fayyadl Muhammad Hasnan Albab, Muhammad Hasnan Muhammad Rizal Arfianto Muhammad Rizki Kurniawan, Muhammad Rizki Muhammad Yahya Mustafa, Fandy Nizam, Zain Oding Oding P, Nanang Bagus Pradipika, Charisma Lingga Prasetyo Kristiono Nugroho Prawira, Andre Barry Prayogo, Wisnu Purwanto, Aji Putra, Adhitya Indrajaya Ragil Adi Nugroho Reifeldi, Haikal Alfaro Ricky Salpanio Rita Rahmawati Rizal Fahmi Saefuddin Rizky Pranata Budiono, Rizky Pranata Rocha, Thiago Santoso, Imam Saputro, Jonatan Martino Windi Sigit Wisnu Habsoro Sinaga, Frans May Daniel Singgih Mustiko Aji Siwi, Yordan Raka Soelistianto, Farida Arinie Sophia Rahmi Sudjadi Sudjadi Sudjadi Suroso, Segal Mancini Susatyo Handoko Syamsiar, Syamsiar Tedjo Sukmadi Tedjo Sukmadi Tejo Sukmadi Thariq Fathony Aziz, Thariq Fathony Tri Ujianto, Tri Trias Andromeda Weraman, Pius Wicaksena, Abimanyu Guntur Wijaya, Rifqi Wijaya, Yogi Anastra Danu Windarta, Jaka Wisna Dwi Ariani Wisnu Aji Nugrahadi, Wisnu Aji Yosua Alvin Adi Soetrisno Yuanis, Yuanis Yulianto, Agam Zwingli Hilkia Batubara