Case based reasoning for green information systems infusion and assimilation among IT professionals in university campuses

Document Type : Research Note


Faculty of Computer Systems and Software Engineering, Universiti Malaysia Pahang Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia


Information Technology (IT) usage in university campuses consume enormous amount of power and incur other costs in cooling and related operations. Currently, universities are infusing environmental friendly initiatives in their campus. However, IT professionals in most universities are still not sure how to infuse and assimilate environmental friendly practices. Hence, Green Information Systems (IS) is suggested as the utilization of technologies and systems for a Greener and more sustainable planet.  Accordingly, this study carried out a review on existing Green IS practices and further proposes a decision support framework based on Case Based Reasoning (CBR) technique. The proposed framework utilizes CBR to support the decision making of IT professionals in infusing and assimilating Green IS within university campuses. Findings from this study show how the framework utilizes CBR to support IT professionals in assimilating Green IS lifecycle and infusing Green IS determinants. Furthermore, findings from this study show how IT professionals can Green their university campuses. Moreover, this research study would also be of interest to data and knowledge management community as well as environmental scientists and sustainability researchers.


Main Subjects

1. Klor, B. "Understanding the role of decision support systems in green is research: literature review and research agenda", PACIS, p. 378 (2016).
2. Anthony, Jr. B. and Pa, N.C. "A case based reasoning architecture and component based model for Green IS implementation and diffusion in organisation", International Journal of Digital Information and Wireless Communications, 6(2), pp. 97-112 (2016).
3. Dalvi-Esfahani, M., Ramayah, T., and Rahman, A.A. "Moderating role of personal values on managers' intention to adopt green IS: Examining norm activation theory", Industrial Management & Data Systems, 117(3), pp. 582-604 (2017).
4. Jr, B.A., Majid, M.A., and Romli, A. "Green information technology system practice for sustainable collaborative enterprise: a structural literature review", International Journal of Sustainable Society, 9(3), pp. 242-272 (2017).
5. Pawlish, M.J. and Varde, A.S. "A decision support system for green data centers", Proceedings of the 3rd Workshop on Ph.D. Students in Information and Knowledge Management, pp. 47-56 (2010).
6. Jr, B.A., Majid, M.A., and Romli A. "A Green information technology governance framework for ecoenvironmental risk mitigation", Progress in Industrial Ecology, an International Journal, 11(1), pp. 30-48 (2017).
7. Romli, A., Setchi, R., Soe, S., and Prickett, P. "Eco-case based reasoning (Eco-CBR) for supporting sustainable product design", 2nd International Conference on Sustainable Design and Manufacturing, Seville, pp. 1-12 (2015).
8. Belecheanu, R., Pawar, K.S., Barson, R.J., Bredehorst, B., and Weber, F. "The application of case based reasoning to decision support in new product development", Integrated Manufacturing Systems, 14(1), pp. 36-45 (2003).
9. Shen, Y., Colloc, J., Jacquet-Andrieu, A., and Lei, K. "Emerging medical informatics with case-based reasoning for aiding clinical decision in multi-agent system", Journal of Biomedical Informatics, 56(1), pp. 307-317 (2015).
10. Chang, J.W., Lee, M.C., and Wang, T.I. "Integrating a semantic-based retrieval agent into case-based reasoning systems: A case study of an online bookstore", Computers in Industry, 78(1), pp. 29-42 (2016).
11. Huang, J. and Lin, C. "Agent-based green web service selection and dynamic speed scaling", 20th International Conference on Web Services, pp. 91-98 (2013). 
12. Rogers, K., Jenkin, T.A., Corbett, J., and Webster, J. "The effects of 'green' on IT/S projects: Recycling the garbage can model", 46th Hawaii International Conference on System Sciences, pp. 974-983 (2013).
13. Ciocoiu, N.C. and Ciolac, C.E. "Automated framework for Green IT classification using software agents", 2nd International Conference on Computer Science and Information Technology, pp. 279-283 (2009).
14. Rao, D. and Jiang, Z. "Auxiliary algorithms in green multi-agent planning framework", International Conference on Network Computing and Information Security, pp. 175-179 (2011).
15. Bai, C. and Sarkis, J. "Green information technology strategic justification and evaluation", Information Systems Frontiers, 15(5), pp. 831-847 (2013).
16. Deng, H., Molla, A., and Corbitt, B. "A fuzzy logic based green information technology readiness model", International Conference on Artificial Intelligence and Computational Intelligence, pp. 465-470 (2009).
17. Silva, L.C., Poleto, T., De Moura, J.A., Daher, S.D.F.D., and Costa, A.P.C. "Group decision approach to adopt Green IT practices based on SWOT analysis", International Conference on Systems, Man, and Cybernetics, pp. 747-751 (2013).
18. Wang, C., Vaughan, J., Mercer, J., and Zhao, Y. "A case-based model facilitating retailing operations going "green": A proposed research agenda with a consideration of recession", International Summer Conference of Asia Pacific Business Innovation and Technology Management, pp. 1-4 (2011).
19. Ghazalli, Z. and Murata, A. "Development of an AHPCBR evaluation system for remanufacturing: endof-life selection strategy", International Journal of Sustainable Engineering, 4(1), pp. 2-15 (2011).
20. Kuo, T.C. "Combination of case-based reasoning and analytical hierarchy process for providing intelligent decision support for product recycling strategies", Expert Systems with Applications, 37(8), pp. 5558- 5563 (2010).
21. Jeong, M.G., Morrison, J.R., and Suh, H.W. "Approximate life cycle assessment using case-based reasoning for the eco design of products" International Conference on Automation Science and Engineering, pp. 486- 491 (2013).
22. Nana, Y.A., Amevi, A., and Nii, Q. "Encouraging green ICT implementation strategies in polytechnic education in Ghana", International Journal of Applied Information Systems, 10(6), pp. 14-21 (2016).
23. Mishra, A., Yazici, A., and Mishra, D. "Green information technology/information system education: Curriculum views", TTEM, 7(3), pp. 679-686 (2012).
24. McGibbon, C. and Van Belle, J.P. "Integrating environmental sustainability issues into the curriculum through problem-based and project-based learning: a case study at the University of Cape Town", Current Opinion in Environmental Sustainability, 16(1), pp. 81-88 (2015).
25. Tedre, M., Chachage, B., and Faida, J. "Integrating environmental issues in IT education in Tanzania", 39th IEEE Frontiers in Education Conference, pp. 1-7 (2009).
26. McGibbon, C. and Van Belle, J.P. "Integrating green information systems into the curriculum using a carbon footprinting case", European Conference on Information Management and Evaluation, p. 104 (2013).
27. Omarov, R., Abdygaliyeva, S., Omar, D., and Kunelbayev, M. "Integrated system for the use of solar energy in animal farm", Scientia Iranica, Transactions D, Computer Science & Engineering, Electrical, 24(6), pp. 3213-3222 (2017).
28. Simab, M., Chatrsimab, S., Yazdi, S., and Simab, A. "Using integrated method to rank the power system contingency", Scientia Iranica. Transactions D, Computer Science & Engineering, Electrical, 24(3), pp. 1373-1383 (2017).
29. Cooper, V. and Molla, A. "Information systems absorptive capacity for environmentally driven ISenabled transformation", Information Systems Journal, 27(4), pp. 379-425 (2017).
30. Jnr, B.A., Majid, M.A., and Romli, A. "A descriptive study towards green computing practice application for data centers in IT based industries", MATEC Web of Conferences, 150(1) pp. 1-8 (2018).
31. Dao, V., Langella, I., and Carbo, J. "From green to sustainability: Information Technology and an integrated sustainability framework", The Journal of Strategic Information Systems, 20(1), pp. 63-79 (2011).
32. Jnr, B.A., Majid, M.A., and Romli, A. "A proposed model for green practice adoption and implementation in information technology based organizations", Problemy Ekorozwoju-Problems of Sustainable Development, 13(1), pp. 95-112 (2018).
33. Loeser, F., Recker, J., Brocke, J.V., Molla, A., and Zarnekow, R. "How IT executives create organizational benefits by translating environmental strategies into Green IS initiatives", Information Systems Journal (2017).
34. Jnr, B.A., Majid, M.A., and Romli, A. "Application of intelligent agents and case based reasoning techniques for green software development", TTEM, 12(1), pp. 30-43 (2017).
35. Molla, A., Abareshi, A., and Cooper, V. "Green IT beliefs and pro-environmental IT practices among IT professionals", Information Technology & People, 27(2), pp. 129-154 (2014).
36. Ngo, A.T., West, G.E., and Calkins, P.H. "Determinants of environmentally responsible behaviours for greenhouse gas reduction". International Journal of Consumer Studies, 33(2), pp. 151-161 (2009).
37. Radu, L.D. "Determinants of green ICT adoption in organizations: A theoretical perspective", Sustainability, 8(8), pp. 1-16 (2016).
38. Jnr, B.A., Majid, M.A., and Romli, A. "An empirical study on predictors of green sustainable software practices in Malaysian electronic industries", Journal of ICT, 18(2), pp. 347-391 (2018).
39. Deng, Q. and Ji, S. "Organizational green IT adoption: concept and evidence", Sustainability, 7(12), pp. 16737-16755 (2015).
40. Ainin, S., Naqshbandi, M.M., and Dezdar, S. "Impact of adoption of Green IT practices on organizational performance", Quality & Quantity, 50(5), pp. 1929-1948 (2016).
41. Cooper, V.A. and Molla, A. "Absorptive capacity and contextual factors that influence green IT assimilation", Australasian Journal of Information Systems, 18(3), pp. 271-288 (2014).
42. Butler, T. "Compliance with institutional imperatives on environmental sustainability: Building theory on the role of Green IS", The Journal of Strategic Information Systems, 20(1), pp. 6-26 (2011).
43. Watson, R.T., Boudreau, M.C., Chen, A.J., and Sepulveda, H.H. "Green projects: An information drives analysis of four cases", The Journal of Strategic Information Systems, 20(1), pp. 55-62 (2011).
44. Anthony, B., Majid, M.A., and Romli, A. "An agent based Green assessment system architecture for sustainable practice implementation among IT practitioners in university campuses", 8th International Conference on Information Technology, pp. 17-25 (2017).
45. Raza, K., Patle, V.K., and Arya, S. "A review on green computing for eco-friendly and sustainable IT", Journal of Computational Intelligence and Electronic Systems, 1(1), pp. 3-16 (2012).
46. Murugesan, S. "Harnessing green IT: Principles and practices", IT Professional, 10(1), pp. 24-33 (2008).
47. Saha, B. "Green computing", International Journal of Computer Trends and Technology, 14(2), pp. 46-50 (2014).
48. Ninlawan, C., Seksan, P., Tossapol, K., and Pilada, W. "The implementation of green supply chain management practices in electronics industry", Proceedings of the International Multiconference of Engineers and Computer Scientists, pp. 17-19 (2010).
49. Saha, B. "Green computing", International Journal of Computer Trends and Technology, 14(2), pp. 46-50 (2014).
50. Anthony, B. and Majid, M.A. "An agent based green decision making model for sustainable information technology governance", Advanced Science Letters, 23(11), pp. 11114-11118 (2017).
51. Gong, D.C., Chen, P.S., and Lu, T.Y. "Multi-objective optimization of green supply chain network designs for transportation mode selection", Scientia Iranica, Transactions E, Industrial Engineering, 24(6), pp. 3355-3370 (2017).