Data mining has been integrated into application systems to enhance the quality of the decision-making process. This study aims to focus on the integration of data mining technology and Knowledge Management System (KMS), due to the ability of data mining technology to create useful knowledge from large volumes of data. Meanwhile, KMS vitally support the creation and use of knowledge. The integration of data mining technology and KMS are popularly used in business for enhancing and sustaining organizational performance. However, there is a lack of studies that applied data mining technology and KMS in the education sector; particularly students- academic performance since this could reflect the IHL performance. Realizing its importance, this study seeks to integrate data mining technology and KMS to promote an effective management of knowledge within IHLs. Several concepts from literature are adapted, for proposing the new integrative data mining technology and KMS framework to an IHL., {"references":["Eftekharzade, S. F., & Mohammadi, B., \"The presentation of a suitable\nmodel for creating knowledge management in Educational Institutes (Higher Education)\", International Conference on Education and Educational Psychology, 2011, vol. 29, pp. 1001-1011.","Rowley, J., \"Is higher education ready for knowledge management?\",\nInternational Journal of Educational Management, 2000, vol. 14(7), pp.\n325-333.","Lubega, J. T., Omona, W., & Weide, T. V. D., \"Knowledge management\ntechnologies and higher education processes: approach to integration\nfor performance improvement\", International Journal of Computing and\nICT Research, 2011, vol. 5(Special Issue), pp. 55-68.","Abdullah, R., Sahibuddin, S., Alias, R. A., & Selamat, M. H.,\n\"Knowledge management system architecture for organizational\nlearning with collaborative environment\", International Journal of\nComputer Science and Network Security, 2006, vol. 6(3), pp. 237-246.","Liebowitz, J., \"Knowledge management and its link to artificial\nintelligence\", Expert Systems with Applications, 2001, vol. 20, pp. 1-6.","An, X., & Wang, W., \"Knowledge management technologies and\napplications: a literature review\", IEEE International Conference on\nAdvanced Management Science (ICAMS), 2010, pp. 138-141.","Lu, R., & Liu, J., \"The research of the knowledge management\ntechnology in the education\", International Symposium on Knowledge\nAcquisition and Modeling, 2008, pp. 551-554.","Albena, A., & Elissaveta, G., \"Insight into practical utilization of\nknowledge management technologies\", IEEE John Vincent Atanasoff\nInternational Symposium on Modern Computing (JVA-06), 2006, pp.\n169-174.","Woodman, M., & Zade, A., \"Five grounded principles for developing knowledge management systems\", The Electronic Journal of Knowledge Management, 2012, vol. 10(2), pp. 183-194.\n[10] Edwards, J. S., Business Processes and Knowledge Management.\nEncyclopedia of Information Science and Technology (2nd ed.),\nHerchey, PA: IGI Global, 2009, pp. 471 - 476.\n[11] Edwards, J. S., Shaw, D., & Collier, P. M., \"Knowledge management\nsystems: finding a way with technology\". Journal of Knowledge\nManagement, 2005, vol. 9(1), pp. 113-125.\n[12] Alavi, M., & Leidner, D. E., \"Knowledge management systems: issues,\nchallenges and benefits, Communications of the Association for\nInformation System, 1999, vol. 1(7), pp. 1-37.\n[13] Alavi, M., & Leidner, D. E., \"Review: knowledge management and\nknowledge management systems: conceptual foundations and research\nissues. MIS Quarterly, 2001, vol. 25(1), pp.107-136.\n[14] Antonova, A., Gourova, E., & Nikolov, R., \"Review of technology\nsolutions for knowledge management\", 2nd IET International\nConference on Intelligent Environments, Greece, 2006, pp. 39-44.\n[15] Wang, F., & Fan, H., \"Investigation on technology systems for\nknowledge management\", 4th International Conference on Wireless Communications, Networking and Mobile Computing, 2008, pp. 1-4.\n[16] Henselewski, M., Smolnik, S., & Riempp, G., \"Evaluation of knowledge\nmanagement technologies for the support of technology forecasting\",\nProceedings of the 39th Hawaii International Conference on System\nSciences, 2006, pp. 1-10.\n[17] Ghani, S. R., \"Knowledge management: tools and techniques\",\nJournal of Library & Information Technology, 2009, vol. 29(6), pp. 33-\n38.\n[18] Kebao, W., & Junxun, D., \"Knowledge management technologies in\neducation\", International Symposium on Knowledge Acquisition and\nModeling, 2008, pp. 93-97.\n[19] Aghajari, N., \"Comparison of knowledge management technologies in\nacademic environment\" International Conference on Education and\nManagement Technology, 2010, pp. 453-455.\n[20] Sassenberg, C., Weber, C., Fathi, M., & Montino, R., \"A data mining\nbased knowledge management approach for the semiconductor\nindustry\", International Conference on Electro/Information Technology,\n2009, pp. 72-77.\n[21] Mamcenko, J., & Beleviciute, I., \"Data mining for knowledge\nmanagement in technology enhanced learning\", Proceedings of the 6th\nWSEAS International Conference on Applications of Electrical Engineering, 2007, pp. 115-119.\n[22] Laal, M., \"Knowledge management in higher education\", Procedia\nComputer Science, Elsevier, 2011, vol. 3, pp. 544-549.\n[23] Romero, C., & Ventura, S., \"Educational data mining: a review of the\nstate of the art\", IEEE Transactions on Systems, Man, and Cybernetics,\n2010, vol. 40(6), pp. 601-618.\n[24] Cranfield, D. J., & Taylor, J., \"Knowledge management and higher education: a UK case study\", The Electronic Journal of Knowledge\nManagement, 2008, vol. 6(2), pp. 85-100.\n[25] Amin, N. W. G., \"Higher education in Sudan and knowledge\nmanagement applications\", 2nd International Conference on\nInformation & Communication Technologies, 2006, vol. 1, pp. 60–65.\n[26] Cranfield, D. J., Knowledge Management and Higher Education: A UK\nCase Study using Grounded Theory, PhD Thesis, University of\nSouthampton. 2011.\n[27] Byrne, M., & Flood, B., \"Examining the relationships among\nbackground variables and academic performance of first year accounting\nstudents at an Irish University\", Journal of Accounting Education, 2008,\nvol. 26(4), pp. 202–212.\n[28] Mohayidin, M. G., Azirawani, N., Kamaruddin, M. N., & Idawati, M.,\n\"The application of knowledge management in enhancing the\nperformance of Malaysian Universities, The Electronic Journal of\nKnowledge Management, 2007, vol. 5(3), pp. 301–312.\n[29] Lifang, L., & Ziling, Q., \"On knowledge management in higher\neducation\", IEEE International Conference on Product Innovation\nManagement (ICPIM 2011), 2011, pp. 177–179.\n[30] Ranjan, J., & Khalil, S., \"Application of knowledge management in\nmanagement education: a conceptual framework\", Journal of\nTheoretical and Applied Information Technology, 2007, pp. 15–25.\n[31] Bhusry, M., & Ranjan, J., \"Implementing knowledge management in\nhigher educational institutions in India: a conceptual framework\",\nInternational Journal of Computer Applications, 2011, vol. 29(1), pp.\n34–46.\n[32] Pircher, R., & Pausits, A., \"Information and knowledge management at\nhigher education institutions\", Management Information Systems, 2011,\nvol. 6(2), pp. 008 – 016.\n[33] Deng, Z., \"A probe into the educational knowledge management and\nteachers' professional development\", 2nd International Conference on\nArtificial Intelligence, Management Science and Electronic Commerce\n(AIMSEC), 2011, pp. 4521–4523.\n[34] Ramakrishnan, K., & Yasin, N. M., \"Knowledge management system\nand higher education institutions\", International Conference on\nInformation and Network Technology (ICINT 2012), 2012, vol. 37, pp.\n67–71.\n[35] Wang, X., & Xu, F., \"Study on knowledge management system based on\nMAS\", International Conference on Networking and Digital Society,\n2010, pp. 395–398.\n[36] Lee, M., \"Linkage knowledge management and data mining in Ebusiness:\ncase study\", INTECH, 2011, pp. 111–136.\n[37] Allameh, S. M., Zare, S. M., & Davoodi, S. M. R., \"Examining the\nimpact of KM enablers on knowledge management processes\", Procedia\nComputer Science, 2011, vol. 3, pp. 1211–1223.\n[38] Sun, P., \"Five critical knowledge management organizational themes\",\nJournal of Knowledge Management, 2010, vol. 14(4), pp. 507–523.\n[39] Supyuenyong, V., & Islam, N., \"Knowledge management architecture:\nbuilding blocks and their relationships\", Technology Management for\nthe Global Future, 2006, pp. 1210 – 1219.\n[40] Bergeron, B., Essentials of Knowledge Management, New Jersey: John\nWiley & Sons, Inc., 2003, pp. 227.\n[41] Nonaka, I., & Takeuchi, H., The Knowledge-creating Company, New\nYork: Oxford University Press, 1995, vol. 3.\n[42] Salisbury, M. W., \"Putting theory into practice to build knowledge\nmanagement systems\", Journal of Knowledge Management, 2003, vol.\n7(2), pp. 128 – 141.\n[43] Metaxiotis, K., & Psarras, J., \"Applying knowledge management in\nhigher education: the creation of a learning organization\", Journal of\nInformation & Knowledge Management, 2003, vol. 02(04), pp. 353–359.\n[44] Oprea, C., & Zaharia, M., \"Using data mining methods in knowledge\nmanagement in educational field\", Fascicle of Management and\nTechnological Engineering, 2011, pp. 222–227.\n[45] Dawei, J., \"The application of data mining in knowledge management\",\nInternational Conference on Management of e-Commerce and e-\nGovernment, 2011.\n[46] Fayyad, U., Piatetsky-shapiro, G., & Smyth, P., \"From data mining to\nknowledge discovery in databases\", AI MAGAZINE, 1996, pp. 37–54.\n[47] Lindvall, M., Rus, I., & Sinha, S. S., \"Software systems support for\nknowledge management\", Journal of Knowledge Management, 2003,\nvol. 7(5), pp. 137–150.\n[48] Romero, C., Ventura, S., & García, E., \"Data mining in course\nmanagement systems: Moodle case study and tutorial\", Computers &\nEducation, 2008, vol. 51(1), pp. 368–384.\n[49] Baradwaj, B. K., & Pal, S., \"Mining educational data to analyze\nstudents' performance\", International Journal of Advanced Computer\nScience and Application, 2008, vol. 2(6), pp. 63–69.\n[50] Siraj, F., & Abdoulha, M. A., \"Mining enrolment data using predictive\nand descriptive approaches\", Knowledge-Oriented Applications in Data\nMining, 2007, pp. 53 – 72.\n[51] Kumar, V., & Chadha, A., \"An empirical study of the applications of\ndata mining techniques in higher education\", International Journal of\nAdvanced Computer Science and Applications, 2011, vol. 2(3), pp. 80–\n84.\n[52] Ogor, E. N., \"Student academic performance monitoring and evaluation\nusing data mining techniques\", Fourth Congress of Electronics,\nRobotics and Automotive Mechanics, 2007, pp. 1–5.\n[53] Yadav, S. K., Bharadwaj, B., & Pal, S., \"Data mining applications: a\ncomparative study for predicting student's performance\", International\nJournal of Innovative Technology & Creative Engineering, 2011, vol.\n1(12), pp. 13–19.\n[54] Moucary, C. E., Khair, M., & Zakhem, W., \"Improving student's\nperformance using data clustering and neural networks in foreignlanguage\nbased higher education\", The Research Bulletin of Jordan\nACM, 2011, vol. 2(3), pp. 27 – 34.\n[55] Sembiring, S., Zarlis, M., Hartama, D., & Wani, E., \"Prediction of\nstudent academic performance by an application of data mining\ntechniques\", International Conference on Management and Artificial\nIntelligence, 2011, vol. 6, pp. 110–114.\n[56] Tair, M. M. A., & El-halees, A. M., \"Mining educational data to\nimprove students' performance: a case study\", International Journal of\nInformation and Communication Technology Research, 2012, vol. 2(2),\npp. 140–146.\n[57] Delavari, N., Phon-Amnuaisuk, S., & Beikzadeh, M. R., \"Data mining\napplication in higher learning institutions\", Informatics in Education,\n2008, vol. 7(1), pp. 31–54.\n[58] Vialardi, C., Bravo, J., Shafti, L., & Ortigosa, A., \"Recommendation in\nhigher education using data mining techniques\", Conference of\nEducational Data Mining, 2009, pp. 190–199.\n[59] Shannaq, B., Rafael, Y., & Alexandro, V., \"Student relationship in\nhigher education using data mining techniques\", Global Journal of\nComputer Science and Technology, 2010, vol. 10(11), pp. 54–59.\n[60] Kovačić, Z. J., \"Early prediction of student success: mining students\nenrolment data\", Proceedings of Information Science & IT Education\nConference, 2010.\n[61] Susnea, E., \"Data mining techniques used in on-line military training\",\nThe 7th International Scientific Conference eLearning and Software for\nEducation, 2011, pp. 1 – 5.\n[62] Lodhi, B., Jalori, S., & Namdeo, V., \"Result analysis by decision tree,\ndecision table and RBF network\", Journal Computer & Mathematical\nSciences, 2011, vol. 2(3), pp. 435–443.\n[63] Ramasubramanian, P., Iyakutti, K., & Thangavelu, P., \"Enhanced data\nmining analysis in higher educational system using rough set theory\",\nAfrican Journal of Mathematics and Computer Science Research, 2009,\nvol. 2(9), pp. 184–188.\n[64] Madhyastha, T., & Hunt, E., \"Mining diagnostic assessment data for\nconcept similarity\", Journal of Educational Data Mining, 2009, vol.\n1(1), pp. 1–19.\n[65] Jing, F., & Shiying, K., \"Application of data mining for emotional\nintelligence based on cluster analysis\", IEEE International Conference\non Artificial Intelligence and Education (ICAIE), 2010, pp. 512–515.\n[66] Ayesha, S., Mustafa, T., Sattar, A. R., & Khan, M. I., \"Data mining\nmodel for higher education system\", European Journal of Scientific\nResearch, 2010, vol. 43(1), pp. 24–29.\n[67] Oyelade, O. J., Oladipupo, O. O., & Obagbuwa, I. C., \"Application of kmeans\nclustering algorithm for prediction of students' academic\nperformance\", International Journal of Computer Science and\nInformation Security, 2010, vol. 7(1), pp. 292–295.\n[68] Oladipupo, O. O., & Oyelade, O. J., \"Knowledge discovery from\nstudents' result repository: association rule mining approach\",\nInternational Journal of Computer Science & Security, 2009, vol. 4(2),\npp. 199–207.\n[69] Buldu, A., & Üçgün, K., \"Data mining application on students' data\",\nProcedia - Social and Behavioral Sciences, 2010, vol. 2(2), pp. 5251–\n5259.\n[70] Mardikyan, S., & Badur, B., \"Analyzing teaching performance of\ninstructors using data mining techniques\", Informatics in Education,\n2011, vol. 10(2), pp. 245–257.\n[71] Sreenivasarao, V., & Yohannes, G., \"Improving academic performance\nof students of Defence University based on data warehouseing and data\nmining\", Global Journal of Computer Science and Technology, 2012,\nvol. 12(2), pp. 29 – 36."]}