• PhD in Computer Science, University of Pannonia, Hungary
• M.Sc. in Computer Science, Jahangirnagar University, Bangladesh
• B.Sc. in Computer Science and Engineering, Southeast University, Bangladesh

• -Artificial Intelligence Theory 
• -Artificial Intelligence Lab

Journal

1. Ara, J., Bhuiyan, H., Roza, I. I., & Nahin, A. S. M. (2026). Importance of balanced datasets with feature selection and ensemble methods on heart disease classification using distinctive machine learning techniques: a comparative analysis. Scientific Reports, DOI: https://doi.org/10.1038/s41598-026-47691-4
2. Ara, J., Sik-Lanyi, C. Automated evaluation of accessibility issues of webpage content: tool and evaluation. Scientific Reports, 15, 9516 (2025), Springer, DOI: https://doi.org/10.1038/s41598-025-92192-5
3. Khan, M. B., Tamkin, S., Ara, J., Alam, M., & Bhuiyan, H. (2025). CropsDisNet: An AI-Based Platform for Disease Detection and Advancing On-Farm Privacy Solutions. Data, 10(2), pp. 25, MDPI, DOI: https://doi.org/10.3390/data10020025
4. Ara, J., Khan, M. B., Yasmin, S., & Bhuiyan, H. (2025). A review on the estimation of vulnerable road user behavior for automated vehicles. International Journal of Sustainable Transportation, pp. 1-29. DOI: https://doi.org/10.1080/15568318.2025.2510413
5. Ara, J., & Sik-Lanyi, C. (2025). Towards developing a framework for automated accessibility evaluation of web content from expert perspectives. Infocommunications journal, 17(KSZ), pp. 16-23. DOI: 10.36244/ICJ.2025.5.3
6. Ara, J., Sik-Lanyi, C., Kelemen, A., & Guzsvinecz, T. (2024). An inclusive framework for automated web content accessibility evaluation. Universal Access in the Information Society, pp. 1-27, Springer, DOI: https://doi.org/10.1007/s10209-024-01164-5
7. Ara, J., Sik-Lanyi, C., & Kelemen, A. (2024). Accessibility engineering in web evaluation process: a systematic literature review. Universal Access in the Information Society, 23(2), pp. 653-686, Springer, DOI: https://doi.org/10.1007/s10209-023-00967-2
8. Ara, J., & Sik-Lanyi, C. (2024). Computation of Accessibility Score of Educational Institute Webpages using Machine Learning Approaches. Infocommunications Journal, 16, DOI: 10.36244/ICJ.2024.5.6
9. Ara, J., Sik-Lanyi, C., & Kelemen, A. (2023). An integrated variable-magnitude approach for accessibility evaluation of healthcare institute web pages. Applied Sciences, 13(2), pp. 932, MDPI, DOI: https://doi.org/10.3390/app13020932
10. Bhuiyan, H., Ara, J., Hasib, K. M., Sourav, M. I. H., Karim, F. B., Sik-Lanyi, C., ... & Yasmin, S. (2022). Crash severity analysis and risk factors identification based on an alternate data source: a case study of developing country. Scientific reports, 12(1), pp. 21243, Springer, DOI: https://doi.org/10.1038/s41598-022-25361-5
11. Ara, J., & Sik-Lanyi, C. (2022). Investigation of Covid-19 vaccine information websites across Europe and Asia using automated accessibility protocols. International Journal of Environmental Research and Public Health, 19(5), pp. 2867, MDPI, DOI: https://doi.org/10.3390/ijerph19052867
12. Ara, J., Karim, F. B., Alsubaie, M. S. A., Bhuiyan, Y. A., Bhuiyan, M. I., Bhyan, S. B., & Bhuiyan, H. (2021). Comprehensive analysis of augmented reality technology in modern healthcare system. International Journal of Advanced Computer Science and Applications, 12(6), pp. 840-849, DOI: 10.14569/IJACSA.2021.0120698

Conference

1. Ara, J., & Sik-Lanyi, C. (2026, July). CAAI: Cognitive Accessibility Analyzer for AI-Generated Images. In International Conference on Computers Helping People with Special Needs (pp. 297-304). Cham: Springer Nature Switzerland
2. Ara, J., Ahmmad, M., Sarker, B., Islam, T., & Sik-Lanyi, C. (2025, August). A Sentiment Analysis Approach to Comprehend Users’ Perception of VR HMDs Gaming Applications. In 2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) (pp. 1-7). IEEE. DOI: 10.1109/ACDSA65407.2025.11166448
3. Ara, J., & Sik-Lanyi, C. (2025, September). Recommendation System of Virtual Reality (VR) Application for Rehabilitation Purposes. In International Conference of the Association for the Advancement of Assistive Technology in Europe (pp. 166-174). Cham: Springer Nature Switzerland. DOI: https://doi.org/10.1007/978-3-032-01628-7_21
4. Ara, J., & Sik-Lanyi, C. (2024, July). A declarative model for web content accessibility evaluation process. In International Conference on Computers Helping People with Special Needs (pp. 84-92). Cham: Springer Nature Switzerland.
5. Ara, J., & Sik-Lanyi, C. (2023, September). Webpage Accessibility Evaluation Using Machine Learning Technique. In 2023 14th IEEE International Conference on Cognitive Infocommunications (CogInfoCom) (pp. 000069-000074). IEEE.
6. Ara, J., & Sik-Lanyi, C. (2023, May). AccGuideLiner: towards a modelling approach of web accessibility requirements following WCAG 2.2. In 2023 IEEE International Conference on Smart Information Systems and Technologies (SIST) (pp. 10-15). IEEE.
7. ARAa, J., & Cecilia, S. L. (2022). Artificial intelligence in web accessibility: potentials and possible challenges. Proceedings of IAC, 173.
8. Ara, J., & Sik-Lanyi, C. (2022, June). Algorithmic evaluation: Accessibility of assistive technology webpage content. In 2022 IEEE 1st International Conference on Internet of Digital Reality (IoD) (pp. 000107-000112). IEEE.
9. Bhuiyan, H., Karim, M. A., Ara, J., Al Omar, A., Islam, S., Karim, F. B., & Governatori, G. (2022, July). Matrib leaf classification using deep neural network: An integrated image processing technique. In 2022 IEEE Region 10 Symposium (TENSYMP) (pp. 1-6). IEEE. DOI: 10.1109/TENSYMP54529.2022.9864483
10. Ara, J., & Sik-Lanyi, C. (2022, June). Accessibility evaluation of healthcare webpages in Hungary using accessibility barrier computation algorithm. In 2022 IEEE 1st International Conference on Internet of Digital Reality (IoD) (pp. 000055-000060). IEEE.
11. Bhuiyan, H., Karim, M. A., Karim, F. B., & Ara, J. (2021, September). Semantic Improvement of Question-Answering System with Multi-Layer LSTM. In International Conference on Computational Science and Its Applications (pp. 338-352). Cham: Springer International Publishing. DOI: 10.1007/978-3-030-86970-0_24
12. Ara, J., Hasan, M. T., Al Omar, A., & Bhuiyan, H. (2020, June). Understanding customer sentiment: Lexical analysis of restaurant reviews. In 2020 IEEE Region 10 Symposium (TENSYMP) (pp. 295-299). IEEE.
13. Ara, J., & Bhuiyan, H. (2020). Upgrading YouTube video search by generating tags through semantic analysis of contextual data. In Proceedings of International Joint Conference on Computational Intelligence: IJCCI 2019 (pp. 425-437). Springer Singapore.
14. Ara, J., & Bhuiyan, H. (2019). Semantic recognition of web structure to retrieve relevant documents from Google by formulating index term. In Advances in Computer Communication and Computational Sciences: Proceedings of IC4S 2018 (pp. 497-509). Springer Singapore.
15. Bhuiyan, H., Ara, J., Bardhan, R., & Islam, M. R. (2017, September). Retrieving YouTube video by sentiment analysis on user comment. In 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA) (pp. 474-478). IEEE.

• -Artificial Intelligence and Machine Learning
• -Computer Vision and Image Processing
• -Knowledge-Based Systems, Natural Language Processing, and Information Retrieval
• -Human-Centered Engineering & Design
• -Machine Learning–Based Evaluation and Intelligent Decision Support

1. Best Presentation Award: 14th IEEE International Conference on Cognitive InfoCommunications, Budapest, Hungary, Title of the presentation: Webpage Accessibility Evaluation Using Machine Learning Technique
2. Secured Stipendium Hungaricum (SH) scholarship for conducting Ph.D. Project: New Methods and Algorithms for Testing Web Accessibility
3. Secured University Research Scholarship under EK¨OP 2024/2025 Program at University of Pannonia, Hungary. Project: Improvement of Accessibility and Usability Criteria of Virtual Reality Environments to improve User Interactions
4. Secured ITC Conference Grant, Title of the presentation: Artificial Intelligence in Web Accessibility: potentials and possible Challenges

1. AI & Image Processing Research Fellow, University of Pannonia, Hungary [01/09/2025 –31/08/2026]
2. Doctoral Fellow at 3D Virtual and Digital Realities Research Laboratory, University of Pannonia, Hungary [01/09/2021– 29/08/2025]