|
Title |
Associate Professor |
|
Contact information |
|
|
External Link |
|
|
|
Saville Ramadhona Associate Professor |
From School 【 display / non-display 】
-
Tokyo University of Agriculture Faculty of International Studies International Bio-business Graduated
2007.04 - 2011.03
From Graduate School 【 display / non-display 】
-
Tokyo University of Agriculture Graduate School, Division of Agriculture International Bio-business Doctoral program (first term) Completed
2011.04 - 2013.03
Degree 【 display / non-display 】
-
PhD ( 2016.03 Tokyo University of Agriculture )
Employment Record in Research 【 display / non-display 】
-
Tokyo University of Agriculture Faculty of International Agriculture and Food Studies Department of Agribusiness Management Associate Professor
2023.04
-
Tokyo University of Agriculture Faculty of International Agriculture and Food Studies Department of International Bio-Business Studies Assistant Professor
2018.09 - 2023.03
External Career 【 display / non-display 】
-
Mitsubishi Electric Advanced Technology R&D Center, Drive & Control Systems Department Researcher
2016.04 - 2018.09
Country：Japan
Professional Memberships 【 display / non-display 】
-
International Economics Development and Research Center (IEDRC)
2019.09
-
Marine Technology Society
2019.07
-
International Society for Southeast Asian Agricultural Sciences (ISSAAS)
2019.05
Research Interests 【 display / non-display 】
-
Applied Statistics
-
Numerical Analysis
-
Smart Agriculture
-
Smart Fisheries
-
Consumer behavior
Papers 【 display / non-display 】
-
Spatial heterogeneity of marine debris distribution on a tropical remote island shoreline Reviewed International coauthorship
Purnama, D., Zamani, N. P., Bengen, D. G., Saville, R., & Cordova, M. R.
Global Journal of Environmental Science & Management 11 ( 2 ) 461 - 480 2025.04
Language：English Publishing type：Research paper (scientific journal)
-
Tomato Consumer Behavior in Hino City, Japan: Application of Multiple Correspondence and K-means Cluster Analyses
GUNASEKARA HETTIGE SAMITHA LAKSHAN, SHIMOGUCHI NINA N., TERANO RIKA, SAVILLE RAMADHONA, HATANAKA KATSUMORI
International Journal of Environmental and Rural Development 15 ( 2 ) 157 - 166 2025
Language：English Publisher：Institute of Environmental Rehabilitation and Conservation, Research Center
<p>Japan is currently facing multiple challenges related to an aging society, including labor shortages in various sectors, especially in agriculture. Despite government support, new farmers struggle to discern and understand market trends, changing consumer behavior, and seasonal changes. This study focuses on tomatoes and aims to assist new farmers and producers in making strategic decisions by utilizing data science techniques to understand local market consumer behavior and trends. A questionnaire survey was used to identify consumer behavior based on demographic characteristics, consumer preferences, seasonal buying and consumption behaviors, spending price per purchase, and purchasing channels. We collected 316 valid data points using a questionnaire survey deployed in face-to-face interactions across multiple locations as well as online collection methods. Data was collected from May 01, 2022, to June 30, 2022. Multiple correspondence analysis and K- means cluster analysis were used to determine six consumer segments - convenient supermarket shoppers, premium salad shoppers, price-conscious tomato enthusiasts, diverse tomato tasters, quality-conscious shoppers, and gourmet tomato shoppers. The analyses revealed the unique characteristics of tomato purchasing and consumption behaviors, including variations in tomato type, consumption type, season, demographic factors, and preferred purchasing channels. This study further explored the factors influencing tomato purchasing decisions within each segment by integrating data-driven decision-making principles. This approach allows for actionable insights facilitated by understanding local consumers while empowering new tomato farmers to make informed decisions.</p>
-
Local supply chain actor roles in farmer organisation information networks: Empirical findings from two Indonesian farmer organisations Reviewed International coauthorship
Kusnandar, K., Apriliyani, E. K., Wicaksono, A., & Saville, R.
World Development Perspectives 35 100619 2024.09
Authorship：Last author Language：English Publishing type：Research paper (scientific journal)
-
The Dynamics and Water Quality Status of a Tropical Coastal Lake in Anak Laut Lake, Singkil Indonesia Reviewed International coauthorship
Leidonald, R., Muhtadi, A., Susetya, I. E., Dewinta, A. F., Hasibuan, J. S., Simamora, L. F., & Saville, R.
ILMU KELAUTAN: Indonesian Journal of Marine Sciences 29 ( 3 ) 329 - 339 2024.09
Authorship：Last author Language：English Publishing type：Research paper (scientific journal)
-
A Grouper Fish Mortality Prediction Model Using Transfer Learning Approach Reviewed
Yaman, A., Saville, R., Puspasari, R., Albasri, H., & Pardede, H. F.
IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) 1 - 6 2024.02
Language：English Publishing type：Research paper (international conference proceedings)
Books and Other Publications 【 display / non-display 】
-
東京農業大学国際食料情報学部アグリビジネス学科, 井形 雅代, Saville Ramadhona
東京農業大学出版会 2024 （ ISBN:9784886945389 ）
Language：Japanese
Industrial Property Rights 【 display / non-display 】
-
Tool path correction device, tool path correction method and numerical control device
Saville Ramadhona, Iriguchi Kenji and Kaneko Hiroki
Application no：JP2018/138693 Date applied：2018.03
Announcement no：WO/2020/021793 Date announced：2020.01
Country of applicant：Domestic
-
Manufacturing process generation device, manufacturing process generation and program
Wakairo Joji, Kenji Iriguchi, Susumu Matsubara, Hiroki Kaneko, and Ramadhona Saville
Application no：PCT/JP2017/025309 Date applied：2017.07
Publication no：WO/2018/123116 Date published：2018.07
Country of applicant：Domestic
Honours, Awards and Prizes 【 display / non-display 】
-
Best presentation award in ICFA 2021 Precautionary measures to avoid negative effects session
2021.08 The 8th International Conference on Fisheries and Aquaculture (ICFA 2021) A study on trigger factor of Harmful algal blooms in Lampung Bay, Indonesia
Award type：International academic award (Japan or overseas) Country：Japan
-
Japan National Member Organization Outstanding Contribution Award
2012.07 An automatic and cost free method for paddy area classification by the wavelet analysis of NDVI data series An automatic and cost free method for paddy area classification by the wavelet analysis of NDVI data series
Saville Ramadhona, Hatanaka Katsumori
Award type：Award from international society, conference, symposium, etc. Country：Spain
Presentations 【 display / non-display 】
-
A Machine-learning-based Mariculture Fish Mortality Risk Prediction International coauthorship International conference
Ramadhona Saville
The XX CIGR World Congress 2022 2022.12 CIGR
Event date： 2022.12
Language：English Presentation type：Oral presentation (general)
Venue：Kyoto
-
Shaping a better primary industry through smart technologies Invited International conference
Ramadhona Saville
ISSAAS 2022 2022.11 ISSAAS
Event date： 2022.11
Language：English Presentation type：Oral presentation (invited, special)
Venue：Bogor
-
The importance of low-cost smart technologies application on the primary industry for rural development in Asia International conference
Saville R. and Hatanaka K.
SEARCA 3rd Faculty Forum -Agricultural Science for a Better World- 2022.01
Event date： 2022.01
Language：English Presentation type：Oral presentation (general)
-
A Study on Trigger Factor of Harmful Algal Blooms in Lampung Bay, Indonesia International conference
Saville R., Shimojima H., Muawanah, Puspasari R., Hatanaka K. and Albasri H.
8th International Conference on Fisheries and Aquaculture 2021 (ICFA 2021) 2021.08
Event date： 2021.08
Language：English Presentation type：Oral presentation (general)
-
A study on Muslim Consumer Behavior in Japan Prior to Tokyo 2020 Olympic Paralympic International conference
Ramadhona Saville
2020 the 5th International Conference on Marketing, Business and Trade, Osaka 2020.01
Event date： 2020.01
Language：English Presentation type：Oral presentation (general)
Teaching Experience 【 display / non-display 】
-
バイオビジネス情報システム論
Institution：Tokyo University of Agriculture
-
バイオビジネス統計学（一）
Institution：Tokyo University of Agriculture
-
バイオビジネス統計学演習
Institution：Tokyo University of Agriculture
-
インドネシア実地研修
Institution：Tokyo University of Agriculture
-
卒論演習1,2,3,4
Institution：Tokyo University of Agriculture
Social Activities 【 display / non-display 】
-
IEEE/MTS OCEANS 2019 Marseille Session Chair
2019.06
-
Marine IT Workshop 2019 Ishigaki Session Chair
2019.03
Attractiveness of Research 【 display / non-display 】
-
Motto: Research should be rigorous and fun!
My biggest interest is conducting data analysis in various fields, from agriculture, fisheries, marketing, consumer behavior and so on.
As long as there is data we can use statistics, machine learning or AI to do the analysis numerically and find a new phenomenon hidden behind the data.
Besides, data analysis can also be useful to predict and classify your target research object in the future.
Would you like to do research using data analysis together?