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All Journal PROSIDING SEMINAR NASIONAL Jurnal Ilmu Sosial dan Humaniora Journal of Indonesian Economy and Business Jurnal EMT KITA Journal on Education Jurnal Maksipreneur: Manajemen, Koperasi, dan Entrepreneurship JURNAL LENTERA BISNIS Jurnal Ekonomi Manajemen Sistem Informasi Jurnal Ilmiah Edunomika (JIE) Jurnal Informasi dan Teknologi Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Scientia International Journal of Business, Law, and Education Jurnal Ekonomi Indo-MathEdu Intellectuals Journal JEMSI (Jurnal Ekonomi, Manajemen, dan Akuntansi) Jurnal Minfo Polgan (JMP) Journal Of Human And Education (JAHE) Jurnal Masyarakat Indonesia Jurnal Teknologi dan Manajemen Industri Terapan Jurnal Sistim Informasi dan Teknologi Gemilang: Jurnal Manajemen dan Akuntansi Profit: Jurnal Manajemen, Bisnis dan Akuntansi International Journal of Economics and Management Research KENDALI: Economics and Social Humanities Jurnal Pengabdian West Science Jurnal Manajemen Riset Inovasi West Science Business and Management Jurnal Ekonomi Manajemen Akuntansi Jurnal Pengabdian Kepada Masyarakat Journal of Contemporary Administration and Management (ADMAN) Journal of Social Science and Business Studies Journal of Information System, Technology and Engineering Technology and Society Perspectives (TACIT) Science Information System and Technology Jurnal Pengabdian Masyarakat dan Riset Pendidikan El-Mal: Jurnal Kajian Ekonomi & Bisnis Islam West Science Nature and Technology Journal of Innovative and Creativity Management Studies and Business Journal Jurnal Terobosan Peduli Masyarakat (TIRAKAT) Journal of Ekonomics, Finance, and Management Studies Prosiding SeNTIK STI&K Prosiding Seminar Nasional Ilmu Manajemen Kewirausahaan dan Bisnis Jurnal Ilmiah Manajemen Dan Kewirausahaan Proceeding of The International Conference on Management, Entrepreneurship, and Business International Journal of Economics and Management Research Matrik: Jurnal Manajemen, Strategi Bisnis, Dan Kewirausahaan Oikonomia : Journal of Management Economics and Accounting Jurnal Manajemen Strategis: Jurnal Mantra
Andriya Risdwiyanto
Universitas Proklamasi 45
Religion Agriculture, Biological Sciences & Forestry Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Neuroscience Public Health Social Sciences Other

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Journal : west science business and management

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Bibliometric Assessment of Data-Driven Marketing Research Trends in the Last Two Decades Loso Judijanto; Adi Suroso; Andriya Risdwiyanto
West Science Business and Management Vol. 2 No. 03 (2024): West Science Business and Management
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsbm.v2i03.1278

Abstract

This study presents a bibliometric analysis of data-driven marketing research trends over the last two decades, with a focus on its intersection with innovation, decision-making, and related topics. Using VOSviewer for network visualization, we analyze co-authorship, keyword co-occurrence, publication frequency, and country collaboration to uncover key themes and research developments. The findings indicate a significant rise in data-driven marketing research, particularly from 2015 onwards, driven by advancements in big data, machine learning, and artificial intelligence. Co-authorship networks reveal strong interdisciplinary collaboration, while keyword co-occurrence maps highlight the growing role of innovation, decision-making, and machine learning in data-driven marketing. Additionally, country collaboration networks show the United States, China, the United Kingdom, and India as central contributors to global research. The keyword density heatmap emphasizes the increasing focus on data-driven innovation and product development. These insights offer valuable implications for academics and practitioners seeking to understand and apply data-driven marketing in a rapidly evolving digital landscape.
Bibliometric Assessment of Data-Driven Marketing Research Trends in the Last Two Decades Judijanto, Loso; Suroso, Adi; Risdwiyanto, Andriya
West Science Business and Management Vol. 2 No. 03 (2024): West Science Business and Management
Publisher : Westscience Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/wsbm.v2i03.1278

Abstract

This study presents a bibliometric analysis of data-driven marketing research trends over the last two decades, with a focus on its intersection with innovation, decision-making, and related topics. Using VOSviewer for network visualization, we analyze co-authorship, keyword co-occurrence, publication frequency, and country collaboration to uncover key themes and research developments. The findings indicate a significant rise in data-driven marketing research, particularly from 2015 onwards, driven by advancements in big data, machine learning, and artificial intelligence. Co-authorship networks reveal strong interdisciplinary collaboration, while keyword co-occurrence maps highlight the growing role of innovation, decision-making, and machine learning in data-driven marketing. Additionally, country collaboration networks show the United States, China, the United Kingdom, and India as central contributors to global research. The keyword density heatmap emphasizes the increasing focus on data-driven innovation and product development. These insights offer valuable implications for academics and practitioners seeking to understand and apply data-driven marketing in a rapidly evolving digital landscape.
Co-Authors Abd Halim Abror Abror Ade Onny Siagian Adi Suroso Afridhianika, Annisa Nugraheni AGUS DWI SANTOSO Agustina, Wiwit Almansyah Rundu Wonua Alvionita Paru, Maria Ambarwati, Retnoning Andreas Recki P. Andry Mochamad Ramdan Andy Rachman Anggoro Dwi Cahyo Ardiyanto Maksimilianus Gai Arief Yanto Rukmana Arief, Zaenal Arif Saefudin Artino, Adi Arum Rakhmasari Octivaningsih Asmah Sinuraya Asminar Mokodongan Asri Ady Bakri Aswadi, Dana Ausat, Abu Muna Almaududi Bagus Hari Sugiharto Bambang Arianto Bambang Irjanto Bambang Sugeng Dwiyanto Bambang Sugeng Dwiyanto Bambang Sugeng Dwiyanto Basu Swastha Dharmmesta Bayu Adhi Nugroho Bekti Setiadi Bekti Utomo Bilgies, Ana Fitriyatul Budayanti, Saripermanik Christ Windreis Citra Arta, Deddy Novie Devi Andriyani Devi Yuliantina Dewa Oka Suparwata Dewi Endah Fajariana, Dewi Endah Diah Fatma Sjoraida Dita Kusuma Sari Djoko Wijono Djoko Wijono Djoko Wijono, Djoko Dwi Dersmi Selan Effendy, Femmy Eki Candra Elan Rusnendar Erminati Pancaningrum Etty Sri Hertini Etty Sri Hertini Etty Sri Hertini Eva Yuniarti Utami Firdaus Yuni Dharta Frans Sudirjo Frans Sudirjo G. Gunawan Gatot Wijayanto Geofakta Razali Ghalib Suprianto Ghalib Suprianto Gusti Noorlitaria Achmad Hadi, Anto J. Hadiansyah Ma’sum Hanata, Reza Yonatan Hendri Khuan Henny Dwijayani Herlandi Putra, Irsan Hertini, Etty Sri Hikmah Widi, Riantin Hizbul Khootimah Azzaakiyyah I Ketut Suada I Nyoman Tri Sutaguna I Putu Agus Dharma Hita Ibrahim, Mozart Malik Ilham Arief Ilvano Iswandi Inaya Sundari Rahmawati Irjanto, Bambang Itot Bian Raharjo Jamaluddin Majid Jeffriansyah Dwi Sahputra Amory Jemadi Jemadi Jemadi Jemadi Jemadi Jemadi Jemadi, Jemadi Johni Eka Putra Joko Ariawan Judianto, Loso Judijanto, Loso Karnoto . Khuan, Hendri Kiki Farida Ferine Kraugusteeliana Kraugusteeliana Kushariyadi Kusnadi, Iwan Henri Kusnanto Darmawan Kusumawati, Diana Anggraini Laili Savitri Noor Lena Ellitan Leo Nardo Setia Budi Djojo Loso Judijanto Lova, Anggil Nopra Luckhy Natalia Anastasye Lotte M. Rafid Malik, Mirza A. Median Wilestari Melvin Krisdiana Djami Rane Metris, Diksi Mochamad Ramdan, Andry Moh Gifari Sono Muammar Revnu Ohara Muh. Arfah Muhamad Risal Tawil Muhammad Ade Kurnia Harahap Muhammad Hazmi Muhammad Sabir MUHAMMAD YUSUF Muhammad Yusuf Muid, Wilson Musran Munizu Mustafa, Fahrina Nada Novia Deswira Naufal Haidar Ahmada Nazaruddin Ahmad Ninggar Agustina Cindya Putri Nita Dwi Setiawati Nuraini, Luthfi Nuralam Syamsuddin Nurani, Putri Ana Nurjanna Ladjin Nurlaili Rahmi Parandy, La Mema Perengki Susanto Pilifus Junianto Putra, Okta Eka Putriana Nurani Radityo Suksmaneng Daru Rahma, Filasti Retno Sawitri Wulandari Riesna Apramilda Rina Sovianti Ristanti Akseptori Riyanti, Apriani Rizky Maulana Fadillah Rochimah Imawati Saberina, Sabilla Saktya Ganes Saputra Samuel Alfonso Sugiyanto Saputro, Pramuditha Nanda Sari, Marta Widian Setiadi, Bekti Setyoko, Ahmad Rodli Sidjabat, Sonya Siska Hadiyanti Sivy Sondari Gadzali Sri Wahyuning Sri Wahyuning Sulaeman, Moh. Muklis Suroso, Adi Suryanti Susatyo Handoko Tanti Widia Nurdiani Tanti Widia Nurdiani Tanti Widia Nurdiani Theresia Chrisna Putri Tyahya Whisnu Hendratni Utami, Eva Yuniarti Utomo, Jepri Violin, Vivid Wahyuni Sri Astutik Widyastuti Widyastuti Widyastuti Widyastuti Wijono Yayat Suharyat Yeni Yogi Nurfauzi Yosef Tonce Yuli Kurniyati Yuliani Istiqomah Yunita, Nabila Rama