| Year | Citation |
|---|---|
| 2022 | Zarate, D., Ball, M., Montag, C., Prokofieva, M., & Stavropoulos, V. (220101). Unravelling the web of addictions: A network analysis approach. Addictive Behaviors Reports, |
| 2021 | Prokofieva, M. (210901). Using dashboards and data visualizations in teaching accounting. Education and Information Technologies, 26(5), (5667-5683). |
| 2020 | Prokofieva, M., & Miah, S. J. (201201). Promoting social media analytics in capital raising: a design science-based approach. Social Network Analysis and Mining, 10(1), |
| 2019 | Prokofieva, M., & Miah, S. J. (190101). Blockchain in healthcare. Australasian Journal of Information Systems, 23 (1-22). |
Key details
Areas of expertise
- Data analytics for business applications
- Social media analytics
- Machine learning and AI
Available to supervise research students
Available for media queries
About Maria Prokofieva
Dr Maria Prokofieva is a senior lecturer at Victoria University Business School. She has also held academic positions at La Trobe University and Monash University, Australia.
She has a Bachelor in IT and Graduate Certificate in Accounting and her PhD is in the area of Business Information Systems (Russia).
With background in IT and Business. Maria is a quantitative researcher. Her areas of interest are:
- data analytics
- social media analytics
- business intelligence and machine learning.
She is also interested in investigating in business application of data analytics and machine learning/AI.
Her outstanding work has appeared in top-tier outlets of the field, such as:
- Journal of the Association for Information Systems
- Journal of Information Systems
- Australasian Journal of Educational Technology
- Issues in Accounting Education.
Maria is passionate about using R/Python in academic research and everyday life.
She is a member of:
- Women Who Code
- R Ladies Melbourne
- Melbourne Users of R Network (MelbURN)
- Melbourne Women in Machine Learning
- Data Science and Data Science Melbourne.
She is also a Women in Data Science (WiDS) Ambassador.
Qualifications
- Bachelor (IT), Russia
- Bachelor (Education), Russia
- Master (IT), Russia
- PhD (IS/Business), Russia
- GradCert (Accounting), La Trobe, Australia
Key publications
Book chapter (showing 1)
| Year | Citation |
|---|---|
| 2022 | Lou, X., Bonti, A., Prokofieva, M., & Abdelrazek, M. (220228). Supply Chain and Decision Making: What is Next for Visualisation In Andonie, R. ;. (Ed.) (1) Switzerland: Springer International Publishing. |
Conference paper (showing 5)
| Year | Citation |
|---|---|
| 2021 | Ghahremani, A., & Prokofieva, M. (210701). Visualisation for social media analytics: landscape of R packages Paper presented at Proceedings of the International Conference on Information Visualisation (pp. 218-222). |
| 2020 | Prokofieva, M. (200901). Visualization of financial data in teaching financial accounting Paper presented at Proceedings of the International Conference on Information Visualisation (pp. 674-678). |
| 2020 | Prokofieva, M. (200901). AccVizR: Using tidy data approach and layered grammar of graphics for visualizing accounting data Paper presented at Proceedings of the International Conference on Information Visualisation (pp. 679-681). |
| 2020 | Lou, C. X., Bonti, A., Prokofieva, M., Abdelrazek, M., & Chowdary, Kari. (200901). Literature Review on Visualization in Supply Chain Decision Making Paper presented at Proceedings of the International Conference on Information Visualisation (pp. 746-750). |
| 2019 | Prokofieva, M., & Miah, S. (190905). Exploring social media analytics with R ACIS. |
Journal article (showing 4 of 14)
Research funding for the past 5 years
Please note:
- Funding is ordered by the year the project commenced and may continue over several years.
- Funding amounts for contact research are not disclosed to maintain commercial confidentiality.
- The order of investigators is not indicative of the role they played in the research project.
2020
|
Data Analytics in External Auditing
From: CPA Australia
For period: 2020-2020
|
$54,545 |
Supervision of research students at VU
Available to supervise research students
Available for media queries
Currently supervised research students at VU
| No. of students | Study level | Role |
|---|---|---|
| 1 | Doctor of Business Administration | Associate supervisor |
| 1 | PhD Integrated | Principal supervisor |
| 1 | PhD | Principal supervisor |
Currently supervised research students at VU
| Students & level | Role |
|---|---|
| Doctor of Business Administration (1) | Associate supervisor |
| PhD Integrated (1) | Principal supervisor |
| PhD (1) | Principal supervisor |
Completed supervision of research students at VU
| No. of students | Study level | Role |
|---|---|---|
| 3 | PhD | Associate supervisor |
| 1 | Doctor of Business Administration | Associate supervisor |
| 1 | PhD Integrated | Associate supervisor |
Completed supervision of research students at VU
| Students & level | Role |
|---|---|
| PhD (3) | Associate supervisor |
| Doctor of Business Administration (1) | Associate supervisor |
| PhD Integrated (1) | Associate supervisor |
Careers
Details of this Researcher's career are currently unavailable.
