Knowledge Management Approach to Data Mining Process in Smart Business

Authors

DOI:

https://doi.org/10.69760/gsrh.010120250041

Keywords:

E-Learning, Big Data, Responsive Design, Information Technology, Cloud Computing, Overlay Technology

Abstract

The aim of this study is to examine new technologies in the field of information technology and the impact of these technologies on the field of learning, especially e-learning. Advances in information and communication technology have affected various dimensions of human life in recent years.

With the expansion of information technology and the penetration of remote communication tools, learning tools and methods have also undergone changes; As individuals can learn by using the available resources. Therefore, the development of e-learning courses has grown rapidly and expanded, and while improving the quality of education, it has become one of the most popular educational methods.

This article discusses the development and advancement of new technologies such as cloud computing, the Internet of Things, big data, responsive design, and wearable technology, and their irreplaceable role in e-learning. In addition, the challenges facing the field of e-learning are also examined.

Author Biographies

References

Afrazeh, Abbas; Mohammad Nabi, Saviz and Sina Mohammad Nabi (2010)., "A Model for Measuring and Improving the Degree of Organizational Sustainability with a Knowledge Management Approach", Publisher. Journal of Improvement and Development Management Studies, No. 61, pp. 63-73. For access: https://tinyurl.com/2cbsphfk

Alavi, M.,& D.E. Leidner, (2001), "Review: knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues," MIS Q, Vol. 25, No. 1,PP. 107–136.

ALhawamdeh, M. A. (2007), The Role of Knowledge Management in Building EBusiness Strategy, Proceedings of the World Congress on Engineering and Computer Science WCECS, San Francisco, USA.

Amany, S. (2025). The Strategic Role of E-Commerce in Supply Chain Management. Luminis Applied Science and Engineering, 2(1), 93-104. https://doi.org/10.69760/lumin.20250001015

Buckman, R. H. (2004), Building a Knowledge-Driven Organizations, McGraw Hill, New York, NY.

Calvo-Mora, A. (2015)," Project to Improve Knowledge Management and Key Business Results through the EFQM Excellence Model", International Journal of Project Management, JPMA-01730 , PP. 1-14.

Chemchem , A.& H. Drias, (2015)," From Data Mining to Knowledge Mining: Application to Intelligent," Expert Systems with Applications, Vol. 42, PP. 1436–1445.

Chen, S. Y. & R. D. Macredie (2005), The Assessment of usability of Electronic Shopping: A Heuristic Evaluation, International Journal of Information Management, Vol. 25, No. 6, PP. 516–532.

Chen, S.Y. & X. Liu, (2005), "Data Mining from 1994 to 2004: an Application- Oriented Review", International Journal of Business Intelligence and Data Mining, Vol. 1, No. 1, PP. 4-11.

Cook, C. & M. Cook (2000), the Convergence of Knowledge Management and Business Intelligence, Auerbach Publications, New York, NY.

Drucker, P. F. (2001), "The Next Society-A Survey of the Near Future," The Economist, Vol. 361 No. 8246, PP. 1-5.

Ekram Yawar, M., & Amani, A. (2025). Review of the World Trade Organization General Agreement on Trade in Services and International Trade in Legal Services. Acta Globalis Humanitatis Et Linguarum, 2(1), 297-307. https://doi.org/10.69760/aghel.02500138

Ekram Yawar, M., & Qurban Hakimi, M. (2025). Explaining the Digital Health Marketing Model in Gaining Health Welfare Support from Nonprofits. Acta Globalis Humanitatis Et Linguarum, 2(2), 4-28. https://doi.org/10.69760/aghel.02500201

Ekram Yawar, M. (2025). Examining the Importance of Education Management with the Approach of Building a Culture of Commerce and E-Economy in Afghan Society. Luminis Applied Science and Engineering, 2(1), 77-92. https://doi.org/10.69760/lumin.20250001014

Fayyad, U., Piatetsky-Shapiro, G. & P. Smyth (1996), "The KDD Process for Extracting useful Knowledge from Volumes of Data", Communications of the ACM, Vol. 39, No. 11, PP. 7-34.

Feng, D. & E.T. Chen (2007), Firm Performance Effects in Relations to the Implementation and use of knowledge Management Systems .International Journal of Innovation and Learning, Vol. 4, No. 2, PP. 172-185.

Hajiheidari, Naser and Naveen Hashemi (2013), "Customer Knowledge Management and E-Purchase Intentions: A Comparative Study in Two Societies", Publisher: Iranian Journal of Management Sciences, Vol. 7, No. 82, Winter 2012, pp. 27-44. For access: https://tinyurl.com/mtku69d4

Hanafizadeh, Payam; Alizadeh, Alireza and Mehrdad Rezai (2010), Book, Electronic Commerce: Definitions, Obstacles and Strategies, Publisher. Terme Publications. For access: https://tinyurl.com/45v5utxp

Hand, D.J. (1998), "Data mining: Statistics and More?", The American Statistician, Vol. 52, No. 2, PP. 112-118.

Khaloui, Ali; Pourezat, Ali Asghar and Mehdi Shami Zanjani (2014), "Investigating the Role of Knowledge Management in Developing Electronic Acquisition and Career Strategies", Publisher. Journal of Information Technology Management, No. 3, pp. 375-394. For access: https://tinyurl.com/yy2v723v

Laudon, K. C., & J. P. Laudon (2002), Management Information Systems Managing the Digital Firm, (7th ed.), New Jersey: Prentice-Hall International: Inc.

Lee, M.C. & T. Change (2007), "Linking knowledge Management and Innovation Management in E-Business", International Journal of Innovation and Learning, Vol. 4, No. 2, PP. 145-159.

Liao, S., Chen, Y. & M. Deng, (2010), "Mining Customer Knowledge for Tourism new Product Development and Customer Relationship Management, Expert Systems with Applications,Vol. 37, PP.4212–4223.

Loshin, D. (2003), Business Intelligence: the Savvy Manager’s Guide, Morgan Kaufmann, San Francisco, C. A.

Lu, H. & K. Hsiao (2007), Understanding Intention to Continuously share Information on Weblogs, Internet Research, Vol. 17, No. 4, PP. 345-354.

Manoorian, Abbas; Khairandish, Mehdi and Nasser Asgari (2011), "Expanding the Structural Dimensions of the Organization in Accordance with the Knowledge Management Approach", Publisher. Information Technology Management, No. 7, Summer – pp. 150-133. For access: https://tinyurl.com/42p32bue

Ogiela , L. (2015)," Advanced Techniques for Knowledge Management and Access To strategic Information", International Journal of Information Management," Vol. 35,PP. 154–159.

Ogiela, L. (2013), Data Management in Cognitive Financial Systems, International Journal of Information Management, Vol. 33, PP. 263–270.

Orucova , G. (2025). Bridging Borders: Social Work in the International Arena. Acta Globalis Humanitatis Et Linguarum, 2(1), 150-156. https://doi.org/10.69760/aghel.02500118

Paiva, E.L. & C.R. Goncalo (2008), "Organizational Knowledge and Industry Dynamism: an Empirical Analysis", International Journal of Innovation and Learning, Vol. 5, No. 1, PP. 66-80.

Rowley, J. (2002), Reflections on Customer Knowledge Management in E-Business.Qualitative Market Research: An International Journal, Vol. 5, No. 4, PP. 268-280.

Smoliar, S.W. (2007), "The Poetics of knowledge Sharing: Putting Aristotle to Work in the Enterprise", International Journal of Innovation and Learning, Vol. 4, No. 1, PP. 26-39.

Sun, S.Y. & Y.Y. Chen (2008), "Consolidating the Strategic Alignment Model in Knowledge Management", International Journal of Innovation and Learning, Vol. 5, No. 1, PP. 51-65.

Uziene, L. (2010), Model of organizational Intellectual Capital Measurement,Engineering Economics, Vol. 21, No. 2, PP. 151-159.

Wang, J. (Ed.) (2005), Encyclopedia of Data Warehousing and Mining, Idea Group Inc., Hershey, PA.

Wang, J.; Hu, X. & D. Zu (2007), "Diminishing Downsides of Data Mining",International Journal of Business Intelligence and Data Mining, Vol. 2, No. 2,pp. 177-96.

Wang, S-L. and Wu, P.-Y. (2008) The Role of Feedback and Self Efficacy on Web-Based Lerning: The Social Cognitive Perspective. Computers and Education, 51, 1589-1598.https://doi.org/10.1016/j.compedu.2008.03.004

Wanga, J., Lin , Y & Sh. Ho (2015), "A data Mining Approach for Training Evaluation in Simulation-Based Training", Computers & Industrial Engineering,.Vol. 80, PP. 171-180.

Williams, S. & N. Williams (2006), The Profit Impact of Business Intelligence, Morgan Kaufmann, San Francisco, CA.

Wu, J. H.; Chen, Y.C.; Chang, J. & B. Lin (2007), "Closing off the Knowledge Gaps in IS Education", International Journal of Innovation and Learning, Vol. 4, No. 4, PP. 357-75.

Wu, X.; Yu, P. & G. Piatesky-Shapiro (2000), "Data Mining: How Research Meets Practical Development?", Knowledge and Information Systems, Vol. 5, No. 2,PP. 248-61.

Downloads

Published

2025-03-18

Issue

Section

Articles

How to Cite

Jamil Sharify, A., Amany, S., & Ekram Yawar, M. (2025). Knowledge Management Approach to Data Mining Process in Smart Business. Global Spectrum of Research and Humanities , 2(2), 128-140. https://doi.org/10.69760/gsrh.010120250041

Most read articles by the same author(s)

1 2 > >> 

Similar Articles

1-10 of 36

You may also start an advanced similarity search for this article.