Research Supervision Management Via A Multi-Agent Framework
Abstract In this paper, we propose an agent-based framework to enhance, control and manage the research supervision process. The proposed framework consists of three phases which are Research Development Activities, Performance and Completion Measurement, and Tracking Activities. The Research Development Activities phase proposes a number of activities to develop a research. Performance and Completion Measurement phase works on measuring a student performance and expected completion date. The Tracking Activities phase presents the proposed activities to track and trigger a student’s tasks. Four actors constitute the proposed framework which are, a supervisor, a student, a system administrator and a software agent. Each actor has a role and is authorized to perform specific functions. We discuss the components of the framework as possible implementation for a general application of research supervision management.
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Ahmed M., Ahmad M S, Yusoff M Z M, Modeling Agent-based Collaborative Process , The 2nd International Con-ference on Computational Collective Intelligence Technology and Applications (ICCCI 2010), pp. 296-305, ISBN:3-642-16692-X 978-3-642-16692-1, 10-12 November, 2010 Taiwan.
Ahmed M., Ahmad M. S., and Yusoff M. Z. M., "A Collaborative Framework for Multiagent Systems." International Journal of Agent Technologies and Systems (IJATS), 3(4):1-18, 2011.
http://dx.doi.org/10.4018/jats.2011100101
Ahmed M., Ahmad M. S., and Yusoff M. Z. M.,, Mitigating Human-Human Collaboration Problems using Software Agents, The 4th International KES Symposium on Agents and Multi-Agent Systems – Technologies and Ap-plication (AMSTA 2010), pp. 203-212, ISBN:3-642-13479-3 978-3-642-13479-1, Gdynia, Poland, 23 – 25 June 2010.
AlBar A M., An Electronic Supervision System Architecture in Education Environments, European Journal of Business and Management, Vol 4, No.8, 2012.
Blasius, J. (2001). Nicholas Walliman, and Bousmaha Baiche: Your research project. A step-by-step guide for the first-time researcher. KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie, 53(3), 607-608.
http://dx.doi.org/10.1007/s11577-001-0094-2
Brew, A, "Conceptions of Research: a phenomenographic study", Studies in Higher Education, vol. 26, no. 3, 271-285, 2001.
http://dx.doi.org/10.1080/03075070120076255
French, S. D., Green, S. E., O'Connor, D. A., McKenzie, J. E., Francis, J. J., Michie, S., ... & Grimshaw, J. M. (2012). Developing theory-informed behaviour change interventions to implement evidence into practice: a systematic approach using the Theoretical Domains Framework. Implementation Science,7(1), 38.
http://dx.doi.org/10.1186/1748-5908-7-38
Hsieh F., and Lin J., Project Scheduling Based on Multi-Agent Systems Journal of Advanced Management Science Vol. 3, No. 3, September 2015
Ismail, A., Abiddin, N. Z., Hasan, A., Improving the Development of Postgraduates' Research and Supervision, In-ternational Education Studies Vol. 4, No. 1; pp: 78-89, Published by Canadian Center of Science and Education, 2011.
Itaiwi A. K., Ahmad M. S., Hamid N. H. A., Jaafar N. H., Mahmoud M. A., A Framework for Resolving Task Over-load Problems Using Intelligent Software Agents, 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE11,2011.
Itaiwi A. K., Ahmad M. S., Hamid N. H. A., Jaafar N. H., Mahmoud M. A., A Multi-agent Framework for Dynamic Task Assignment and Delegation in Workload Distribution, International Conference on Computer & Infor-mation Sciences, 12 June 2012.
Jassim O. A., Mahmoud M. A., Ahmad M S., "A Multi-agent Framework for Research Supervision Management." Distributed Computing and Artificial Intelligence, (DCAI' 15), Spain, 3th-5th June, 2015. In Springer's Ad-vances in Intelligent Systems and Computing, Springer International Publishing, Volume 373, 2015, pp 129-136.
http://dx.doi.org/10.1007/978-3-319-19638-1_15
Jassim O. A., Mahmoud M. A., Ahmad M S., A Framework for Research Supervision, Information and Knowledge Management, international knowledge sharing platform Vol 5, No 7, pp. 1-9, July 2015.
Krauss, S. E., Hamzah, A., Nor, Z. M., Omar, Z., Suandi, T., Ismail, I. A., & Zahari, M. Z. (2009). Preliminary inves-tigation and interview guide development for studying how Malaysian farmers' form their mental models of farming. The Qualitative Report, 14(2), 245-260.
Lacouture J., J. Gascue˜na, M.-P. Gleizes, P. Glize, F. Garijo, and A. Fern´andezCaballero, "Rosace: Agent-based systems for dynamic task allocation in crisis management," in Advances on Practical Applications of Agents and Multi-Agent Systems (Y. Demazeau, J. P. M¨uller, J. M. C. Rodr´?guez, and J. B. P´erez, eds.), vol. 155 of Advances in Intelligent and Soft Computing, pp. 255–259, Springer Berlin / Heidelberg, 2012.
Lubega, J. and Niyitegeka, M., "Integrating E-Supervision in Higher Educational Learning." In Aisbett, J., Gibbon, G., Rodrigues, A. J., Kizza, M. J., Nath, R. and Renardel, G. R. Strengthening the Role of ICT in Development, vol. IV, pp. 351-358, 2008.
Mahmoud M. A., Ahmad M S., Raveentharan J., Kulasegaran Y., and Jassim O A. A Multi-agent Framework for Funded Research Supervision. The International Symposium on Agents, Multi-Agent Systems and Robotics (ISAMSR 2015) IEEE, 2015.
Marshall, C. & Rossman, G.B. (2006). Designing Qualitative Research. Chapter 4: Data Collection Methods. Retrieved June 7, 2012 .
Mmuya, M. (2007). Developing and writing a research proposal: instruction manual.
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Aida Mustapha, Mohd Zaliman Mohd Yusoff and Nurzeatul Hamimah Abdul Hamid. "Building Norms-Adaptable Agents from Potential Norms Detection Technique (PNDT)." International Journal of Intelligent Information Technologies (IJIIT), 9.3 (2013).
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman Mohd Yusoff, and Aida Mustapha, A Review of Norms and Normative Multiagent Systems, The Scientific World Journal, vol. 2014, Article ID 684587, pp. 1 - 23, 2014.
Patterns and trends in UK higher education 2012. http://www.universitiesuk.ac.uk/highereducation/Documents/2012/PatternsAndTrendsinUKHigherEducation2012.pdf
Pearson, M and Kayrooz, C., "Enabling Critical Reflection on Research Supervisory Practice", International Journal for Academic Development, vol. 9, no. 1, 99-116, 2004.
http://dx.doi.org/10.1080/1360144042000296107
Romdhani, I., Tawse, M., Habibullah, S., Student Project Performance Management System for Effective Final Year and Dissertation Projects Supervision. In: Society, I. (Ed.) London International Conference on Education LICE-2011. London, UK:Infonomics Society, 2011.
Swanson, C. C., and Watt S., Good Practice in the Supervision & Mentoring of Postgraduate Students. McMaster University, 2011
The rise of graduate education and university research, Higher Education in Asia, 2014. http://www.uis.unesco.org/Library/Documents/higher-education-asia-graduate-university-research-2014-en.pdf
Trends in Higher Education, The Association of Universities and Colleges of Canada, 2011. http://www.aucc.ca/wp-content/uploads/2011/05/trends-2011-vol1-enrolment-e.pdf
Waters, E. (2002). The Goodness of Attachment Assessment: There Is A Gold Standard But It Isn't As Simple As That. Retrieved October 22, 2013.
Wögerer, W. (2005). A survey of static program analysis techniques. Vienna University of Technology.
Yew K., A framework for designing postgraduate research supervision knowledge management systems, National Postgraduate Conference (NPC), pp 1-6, 19-20 Sept 2011.
http://dx.doi.org/10.1109/NatPC.2011.6136310
Ahmed M., Ahmad M. S., and Yusoff M. Z. M., "A Collaborative Framework for Multiagent Systems." International Journal of Agent Technologies and Systems (IJATS), 3(4):1-18, 2011.
http://dx.doi.org/10.4018/jats.2011100101
Ahmed M., Ahmad M. S., and Yusoff M. Z. M.,, Mitigating Human-Human Collaboration Problems using Software Agents, The 4th International KES Symposium on Agents and Multi-Agent Systems – Technologies and Ap-plication (AMSTA 2010), pp. 203-212, ISBN:3-642-13479-3 978-3-642-13479-1, Gdynia, Poland, 23 – 25 June 2010.
AlBar A M., An Electronic Supervision System Architecture in Education Environments, European Journal of Business and Management, Vol 4, No.8, 2012.
Blasius, J. (2001). Nicholas Walliman, and Bousmaha Baiche: Your research project. A step-by-step guide for the first-time researcher. KZfSS Kölner Zeitschrift für Soziologie und Sozialpsychologie, 53(3), 607-608.
http://dx.doi.org/10.1007/s11577-001-0094-2
Brew, A, "Conceptions of Research: a phenomenographic study", Studies in Higher Education, vol. 26, no. 3, 271-285, 2001.
http://dx.doi.org/10.1080/03075070120076255
French, S. D., Green, S. E., O'Connor, D. A., McKenzie, J. E., Francis, J. J., Michie, S., ... & Grimshaw, J. M. (2012). Developing theory-informed behaviour change interventions to implement evidence into practice: a systematic approach using the Theoretical Domains Framework. Implementation Science,7(1), 38.
http://dx.doi.org/10.1186/1748-5908-7-38
Hsieh F., and Lin J., Project Scheduling Based on Multi-Agent Systems Journal of Advanced Management Science Vol. 3, No. 3, September 2015
Ismail, A., Abiddin, N. Z., Hasan, A., Improving the Development of Postgraduates' Research and Supervision, In-ternational Education Studies Vol. 4, No. 1; pp: 78-89, Published by Canadian Center of Science and Education, 2011.
Itaiwi A. K., Ahmad M. S., Hamid N. H. A., Jaafar N. H., Mahmoud M. A., A Framework for Resolving Task Over-load Problems Using Intelligent Software Agents, 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE11,2011.
Itaiwi A. K., Ahmad M. S., Hamid N. H. A., Jaafar N. H., Mahmoud M. A., A Multi-agent Framework for Dynamic Task Assignment and Delegation in Workload Distribution, International Conference on Computer & Infor-mation Sciences, 12 June 2012.
Jassim O. A., Mahmoud M. A., Ahmad M S., "A Multi-agent Framework for Research Supervision Management." Distributed Computing and Artificial Intelligence, (DCAI' 15), Spain, 3th-5th June, 2015. In Springer's Ad-vances in Intelligent Systems and Computing, Springer International Publishing, Volume 373, 2015, pp 129-136.
http://dx.doi.org/10.1007/978-3-319-19638-1_15
Jassim O. A., Mahmoud M. A., Ahmad M S., A Framework for Research Supervision, Information and Knowledge Management, international knowledge sharing platform Vol 5, No 7, pp. 1-9, July 2015.
Krauss, S. E., Hamzah, A., Nor, Z. M., Omar, Z., Suandi, T., Ismail, I. A., & Zahari, M. Z. (2009). Preliminary inves-tigation and interview guide development for studying how Malaysian farmers' form their mental models of farming. The Qualitative Report, 14(2), 245-260.
Lacouture J., J. Gascue˜na, M.-P. Gleizes, P. Glize, F. Garijo, and A. Fern´andezCaballero, "Rosace: Agent-based systems for dynamic task allocation in crisis management," in Advances on Practical Applications of Agents and Multi-Agent Systems (Y. Demazeau, J. P. M¨uller, J. M. C. Rodr´?guez, and J. B. P´erez, eds.), vol. 155 of Advances in Intelligent and Soft Computing, pp. 255–259, Springer Berlin / Heidelberg, 2012.
Lubega, J. and Niyitegeka, M., "Integrating E-Supervision in Higher Educational Learning." In Aisbett, J., Gibbon, G., Rodrigues, A. J., Kizza, M. J., Nath, R. and Renardel, G. R. Strengthening the Role of ICT in Development, vol. IV, pp. 351-358, 2008.
Mahmoud M. A., Ahmad M S., Raveentharan J., Kulasegaran Y., and Jassim O A. A Multi-agent Framework for Funded Research Supervision. The International Symposium on Agents, Multi-Agent Systems and Robotics (ISAMSR 2015) IEEE, 2015.
Marshall, C. & Rossman, G.B. (2006). Designing Qualitative Research. Chapter 4: Data Collection Methods. Retrieved June 7, 2012 .
Mmuya, M. (2007). Developing and writing a research proposal: instruction manual.
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Azhana Ahmad, Aida Mustapha, Mohd Zaliman Mohd Yusoff and Nurzeatul Hamimah Abdul Hamid. "Building Norms-Adaptable Agents from Potential Norms Detection Technique (PNDT)." International Journal of Intelligent Information Technologies (IJIIT), 9.3 (2013).
Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman Mohd Yusoff, and Aida Mustapha, A Review of Norms and Normative Multiagent Systems, The Scientific World Journal, vol. 2014, Article ID 684587, pp. 1 - 23, 2014.
Patterns and trends in UK higher education 2012. http://www.universitiesuk.ac.uk/highereducation/Documents/2012/PatternsAndTrendsinUKHigherEducation2012.pdf
Pearson, M and Kayrooz, C., "Enabling Critical Reflection on Research Supervisory Practice", International Journal for Academic Development, vol. 9, no. 1, 99-116, 2004.
http://dx.doi.org/10.1080/1360144042000296107
Romdhani, I., Tawse, M., Habibullah, S., Student Project Performance Management System for Effective Final Year and Dissertation Projects Supervision. In: Society, I. (Ed.) London International Conference on Education LICE-2011. London, UK:Infonomics Society, 2011.
Swanson, C. C., and Watt S., Good Practice in the Supervision & Mentoring of Postgraduate Students. McMaster University, 2011
The rise of graduate education and university research, Higher Education in Asia, 2014. http://www.uis.unesco.org/Library/Documents/higher-education-asia-graduate-university-research-2014-en.pdf
Trends in Higher Education, The Association of Universities and Colleges of Canada, 2011. http://www.aucc.ca/wp-content/uploads/2011/05/trends-2011-vol1-enrolment-e.pdf
Waters, E. (2002). The Goodness of Attachment Assessment: There Is A Gold Standard But It Isn't As Simple As That. Retrieved October 22, 2013.
Wögerer, W. (2005). A survey of static program analysis techniques. Vienna University of Technology.
Yew K., A framework for designing postgraduate research supervision knowledge management systems, National Postgraduate Conference (NPC), pp 1-6, 19-20 Sept 2011.
http://dx.doi.org/10.1109/NatPC.2011.6136310
Jassim, O., Mahmoud, M., & Ahmad, M. S. (2014). Research Supervision Management Via A Multi-Agent Framework. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal, 3(4), 24–34. https://doi.org/10.14201/ADCAIJ2014342435
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