A Review on Data Mining from Past to the Future
EOI: 10.11242/viva-tech.01.05.226
Citation
Rohit.U.Desai, Priyanshu Yadav,"A Review on Data Mining from Past to the Future", VIVA-IJRI Volume 1, Issue 5, Article 226, pp. 1-6, 2022. Published by Computer Engineering Department, VIVA Institute of Technology, Virar, India.
Abstract
Data Mining is that the data discovery method by analyzing the massive volumes of {information} from numerous views and summarizing it into helpful information. Advancements in Statistics, Machine Learning, AI, Pattern Recognition and Computation capabilities have evolved this day’s data processing applications and these applications have enriched the varied fields of human life together with business, education, medical, scientific etc. therefore this paper discusses the varied enhancements within the field of knowledge mining from past to this and explores the longer term trends.
Keywords
Current Trends, Data Discovery in Databases, data processing, Future Trends. Historical Trends, Heterogeneous information.
References
- "Data Mining Curriculum". ACM SIGKDD. 2006-04-30. Retrieved 2014-01-27
- Clifton, Christopher (2010). "Encyclopædia Britannica: Definition of Data Mining". Retrieved 2010- 12-09.
- Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome (2009). Archived from the original on 2009- 11-10. Retrieved 2012-08-07.
- Han, Jaiwei; Kamber, Micheline; Pei, Jian (2011). Data Mining: Concepts and Techniques (3rd ed.). Morgan Kaufmann. ISBN 978-0-12-381479-1.
- Fayyad, Usama; Piatetsky-Shapiro, Gregory; Smyth, Padhraic (1996). "From Data Mining to Knowledge Discovery in Databases" (PDF). Retrieved 17 December 2008.
- Bouckaert, Remco R.; Frank, Eibe; Hall, Mark A.; Holmes, Geoffrey; Pfahringer, Bernhard; Reutemann, Peter; Witten, Ian H. (2010). "WEKA Experiences with a Java open-source project". Journal of Machine Learning Research. 11: 2533–2541.
- Olson, D. L. (2007). Data mining in business services. Service Business, 1(3), 181–193. doi:10.1007/s11628- 006-0014-7
- Lovell, Michael C. (1983). "Data Mining". The Review of Economics and Statistics. 65 (1): 1–12. doi:10.2307/1924403. JSTOR 1924403.
- Charemza, Wojciech W.; Deadman, Derek F. (1992). "Data Mining". New Directions in Econometric Practice. Aldershot: Edward Elgar. pp. 14–31. ISBN 1-85278-461-X.
- Piatetsky-Shapiro, Gregory; Parker, Gary (2011). "Lesson: Data Mining, and Knowledge Discovery: An Introduction". Introduction to Data Mining. KD Nuggets. Retrieved 30 August 2012.
- Fayyad, Usama (15 June 1999). "First Editorial by Editor-in-Chief". SIGKDD Explorations. 13 (1): 102. doi:10.1145/2207243.2207269. S2CID 13314420. Retrieved 27 December 2010.
- Coenen, Frans (2011-02-07). "Data mining: past, present and future". The Knowledge Engineering Review. 26 (1): 25–29. doi:10.1017/S0269888910000378. ISSN 0269-8889. S2CID 6487637.
- Kantardzic, Mehmed (2003). Data Mining: Concepts, Models, Methods, and Algorithms. John Wiley & Sons. ISBN 978-0-471-22852-3. OCLC 50055336