contactus@yumsuk.edu.ng | +234 9045292260
contactus@yumsuk.edu.ng | +234 9045292260
idmuraina@yumsuk.edu.ng
07017775458
Room 12, 9th Floor, City Campus

Ishola Dada Muraina, PhD

Associate Professor

Research Interest

Healthcare Informatics, System Behaviour, Machine Learning & Big Data Analytics.

Areas of specialisation

Information Technology, Human-Centred Computing & Data Science.

Education

  • PhD. Information Technology, University Utara Malaysia, Sintok Kedah Malaysia
  • M.Sc. Information Technology, University Utara Malaysia, Sintok Kedah Malaysia
  • BSc. Computer Science, University of Agriculture, Abeokuta Nigeria
  • Diploma, Science Lab. Technology, University of Ibadan, Ibadan Nigeria

Selected Publications

  1. Ishola D. Muraina, & Abdullahi Umar Farouk (2022). Infectious Diseases Reporting System Using Naïve Bayes Classification Algorithm. In the Book of Augmented Intelligence in Healthcare: A Pragmatic and Integrated Analysis, Springer Link, pp. 463 – 474. DOI: 10.1007/978-981-19-1076-0_24.
  2. Ishola D. Muraina, Ibrahim A. Lawal, & Abubakar Aminu Mu’azu (2021). A Smart Cloud-Based Architecture for Predicting Infectious Diseases Using Key Weather Elements. 1st International Conference on Data Science and Engineering, Air force Institute of Technology Kaduna Nigeria Nigeria, 6th – 8th December 2021, pp.      163 – 168.
  3. Ibrahim A. Lawal, Abubakar Aminu Mu’azu, & Ishola D. Muraina, (2021). A Distributed Model for Improving QoS in a Fixed WiMAX Network by Reducing Application Response Time. 1st International Conference on Data Science and Engineering, Air force Institute of Technology Kaduna Nigeria Nigeria, 6th – 8th December 2021, pp. 155 – 162.
  4. Abubakar Aminu Mu’azu, Ibrahim A. Lawal, Shamsuddin Bala, & Ishola D. Muraina, (2021). A Distributed Model for Improving QoS in a Fixed WiMAX Network by Reducing Application Response Time. 1st International Conference on Data Science and Engineering, Air force Institute of Technology Kaduna Nigeria Nigeria, 6th – 8th December 2021, pp. 169 – 173.
  5. Ishola D. Muraina, Rafeeah Rufai Madaki, & Aisha Umar Suleiman (2021). Data Analytic Approach for Assessment Status of Awareness of Tuberculosis in Nigeria. In the Handbook of Machine Learning for Computational Optimization: Applications and Case Studies, CRC Press, Taylor & Francis Group, pp. 243-250. DOI: https://doi.org/10.1201/9781003138020.
  6. Ishola D. Muraina (2021). Impact of ICT Infrastructure on Quality Assurance of Academic Activities in Yusuf Maitama Sule University Nigeria: Achievement, Challenges and Future Improvement. A Seminar Organised by Association of African University (Ghana) on African Higher and Tertiary Education Quality & Quality Assurance of ICT Infrastructure , Internet Services & Their Distribution- The Current State and Way Forward.
  7. Ishola D. Muraina, Rafeeah Rufai Madaki, & Aisha Umar Suleiman (2020). Assessment Status of Awareness of Tuberculosis towards Its Mitigation in Nigeria: Data Analytic Approach. In: Book of Abstracts, International Conference on Information Technology and Economic Development (ICITED) 2019, 9th – 11th December 2019, Kaduna State University Nigeria, pp. 36 – 37 (www.iiteda.org).
  8. Ku Ruhana Ku-Mahamud, Mazni Omar, Nur Azzah Abu Bakar, & Ishola D. Muraina (2019). Awareness, Trust, and Adoption of Blockchain Technology and Cryptocurrency among Blockchain Communities in Malaysia. International Journal on Advanced Science, Engineering and Information Technology, Vol. 9, No. 4, pp. 1217-1222. (Scopus Index).
  9. Shakiroh Khamis, Azizah Ahmad, & Ishola D. Muraina (2018). An Overview of Using Analytics Approach to Predict Internet Usage and Student Performance in Education: A Proposed Prescriptive Analytic Approach. International Journal of Education, Psychology and Counseling, Vol. 3, Issues 12, pp. 1-7. (Referred)
  10. Shakiroh Khamis, Azizah Ahmad, & Ishola D. Muraina (2018). Knowledge Visualization of Students’ Performances: Antecedent of Knowledge Generation Model and Decision Making Model. International Journal of Engineering & Technology, Vol. 7, Issue 3.20, pp. 817-821. (Scopus Index).
  11. Idris Ismaila, Ilyas Adeleke Jimoh, & Ishola D. Muraina (2018). A Proposed Model for Users’ Authentication of Attendance System Towards Curtailing Fraud in Public Sector. International Journal of Pure and Applied Science, Vol. 7, No. 1, pp. 11-22. (Referred)
  12. Rahayu Ahmad, Shafiz Affendi Mohd Yusuf, & Ishola D. Muraina (2018). Using Blogs for Promoting Reflective Learning among University Students. Journal of Advanced Research in Dynamical and Control Systems, Special Issue 04, pp. 1706-1713. (Scopus Index).
  13. Husam Abdulhameed Hussein, & Ishola D. Muraina (2018). Analysis of Disparity of Key Demographic Factors On Broadband Technology Usage Among Teenagers: Gender as Prime Focus. Journal of Scientific Research and Reports, Vol. 19, Issue 5, pp. 1-6. (Referred)
  14. Ishola D. Muraina, Mustafa Muwafak Alobaedy, & Huda Haji Ibrahim (2017). A Framework for Preserving Data Integrity during Mobile Device Forensic in Open Source Software Environment. Free and Open Source Software Conference, FOSSC-Oman 2017, pp. 22 -26. (Referred)
  15. Mustafa Muwafak Alobaedy, Ali A. Khalaf, & Ishola D. Muraina (2017). Analysis of the Number of Ants in Ant Colony System Algorithm. 5th International Conference on Information and Communication Technology (ICoICT), Melaka Malaysia, pp. 77-81. (Scopus Index).
  16. Ishola D. Muraina, Wan Rozaini Sheik Osman, & Azizah Ahmad (2016). Copyright for Continuous    Usage Model. Intellectual Property Corporation of Malaysia (MyIPO) (LY2016003302).
  17. Ishola D. Muraina, Wan Rozaini Sheik Osman, Azizah Ahmad, Hudah Ibrahim, & Shafiz Affendi Mohd Yusuf (2016). Modeling the Behavioural Intention of Broadband Technology Usage among Teenagers: Application of UTAUT Model. Asian Journal of Information Technology, Vol. 15, No. 3, pp. 593-601. (Scopus Indexed)
  18. Ishola D. Muraina, & Hudah Ibrahim (2016). Student’s Perception to Learning of Innovative Skills through Multi-Dimensional Visualization System: Reliability and Validity Tests of some Measurements. Proceedings of 8th Knowledge Management International Conference (KMICe), Chiang Mai, Thailand, pp. 162-167. (Web of Science)
  19. Ishola D. Muraina, Wan Rozaini Sheik Osman, & Azizah Ahmad (2015). The Roles of Some Antecedents of Broadband User Behavioural Intention among Students in the Rural Areas through PLS-SEM. American Journal of Applied Sciences, Vol. 12, Issue 11, pp. 820-829. (Scopus Indexed)
  20. Ishola D. Muraina, Wan Rozaini Sheik Osman, & Azizah Ahmad (2013). Investigating the Readiness of Broadband Continuous Usage among Rural Dwellers in the Northern Region of Malaysia. International Journal of Computer and Communication Engineering, Vol. 2, No. 6, pp. 679-683. (Referred
  21. Ishola D. Muraina, Wan Rozaini Sheik Osman, & Azizah Ahmad (2013). Efficacy of UTAUT Model in Continuation of Usage of Broadband in the Rural Areas of Northern Region of Malaysia. Proceedings of International Conference on Rural ICT Development, pp. 174 – 179. (Referred)
  22. Azizah Ahmad, Ishola D. Muraina, Rafidah, A.R., & Mohd Syazwan Abdullah (2013). Better Healthcare: Exploring Business Intelligence for Healthier Malaysian Rural Dwellers. Proceedings of International Conference on Rural ICT Development, pp. 211 – 215. (Referred)
  23. Ishola D. Muraina, Wan Rozaini Sheik Osman, & Azizah Ahmad (2012). Conceptualising Service Quality and Technology   Factor as Drivers for Continuous Usage of Broadband among Rural Dwellers in Malaysia. 3rd International Conference on Network Applications, Protocols and Services. (Referred)
  24. Ishola D. Muraina, & Azizah Ahmad (2012). Healthcare Business Intelligence: The Case of University’s Health Center. International Conference on e-CASE and e-Tech. Hong Kong. (Referred)
  25. Jean M. Tchuenche, & Ishola D. Muraina (2004). Mathematical Model of the Growth Patterns of Rabbit.  International Journal of Applied Mathematics & Statistics, Volume 2, No. MO4, pp. 72-88. (Scopus Indexed)