| Year | Citation |
|---|---|
| 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), |
| 2020 | Prokofieva, M., Alharasis, E., Clark, C., & Alqatamin, R. (200910). Fair Value Accounting and Implications for the Auditing Profession. Accounting and Finance Research, 9(3), (1-30). |
| 2019 | Prokofieva, M., & Miah, M. SJ. (190629). Blockchain in healthcare. Ajis : Australasian Journal of Information Systems, 23 (1-22). |
| 2015 |
Prokofieva, M. (150101). Twitter-based dissemination of corporate disclosure and the intervening effects of firms visibility: Evidence from Australian- listed companies. Journal of Information Systems, 29(2), (107-136). doi: 10.2308/isys-50994 |
| 2015 | Prokofieva, M., Jackling, B., & Natoli, R. (150101). A tale of two cohorts: Identifying differences in group work perceptions. Asian Review of Accounting, 23(1), (68-85). |
| 2014 |
Prokofieva, M., & Clark, C. (140101). The effect of press visibility on voluntary disclosure: Cross-country evidence. Corporate Ownership and Control, 11(3), (72-82). doi: 10.22495/cocv11i3p5 |
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
Conference paper (showing 4)
| Year | Citation |
|---|---|
| 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 6 of 12)
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 | PhD | Withdrawn - Associate supervisor |
| 1 | PhD | Withdrawn supervisor |
| 1 | Doctor of Business Administration | Associate supervisor |
| 4 | PhD Integrated | Associate supervisor |
Currently supervised research students at VU
| Students & level | Role |
|---|---|
| PhD (1) | Withdrawn - Associate supervisor |
| PhD (1) | Withdrawn supervisor |
| Doctor of Business Administration (1) | Associate supervisor |
| PhD Integrated (4) | Associate supervisor |
Completed supervision of research students at VU
| No. of students | Study level | Role |
|---|---|---|
| 4 | PhD | Associate supervisor |
| 5 | PhD Integrated | Associate supervisor |
| 2 | PhD Integrated | Withdrawn - Associate supervisor |
| 1 | PhD Integrated | Withdrawn - Principal supervisor |
| 3 | PhD Integrated | Principal Supervisor supervisor |
| 1 | Doctor of Business Administration | Associate supervisor |
| 6 | Doctor of Business Administration | Withdrawn - Principal supervisor |
| 1 | Doctor of Business Administration | Withdrawn supervisor |
Completed supervision of research students at VU
| Students & level | Role |
|---|---|
| PhD (4) | Associate supervisor |
| PhD Integrated (5) | Associate supervisor |
| PhD Integrated (2) | Withdrawn - Associate supervisor |
| PhD Integrated (1) | Withdrawn - Principal supervisor |
| PhD Integrated (3) | Principal Supervisor supervisor |
| Doctor of Business Administration (1) | Associate supervisor |
| Doctor of Business Administration (6) | Withdrawn - Principal supervisor |
| Doctor of Business Administration (1) | Withdrawn supervisor |
Careers
Details of this Researcher's career are currently unavailable.
