Conference Paper

Open Source Data Mining Programs: A Case Study on R

Volume: 6 Number: 2 April 6, 2018
Fatih Kayaalp *, Muhammet Sinan Başarslan
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Open Source Data Mining Programs: A Case Study on R

Abstract

The processes on the way from raw data to meaningful information is called data mining. The data is processed by applying various methods of data mining in order to extract hidden information among raw data. The processed raw data becomes usable in the next steps of data mining. There are many open source and commercial applications to be used in data mining and data processing. In this study, information about data mining programs are given, and a case study on the R program from these programs have been done.

Keywords

Data Mining, Open Source Programs, R, Churn

References

  1. [1] M. Dener, “Açık Kaynak kodlu Veri Madenciliği Programları:WEKA’da Örnek Uygulama” presented at 11th Acad. Inform.Conf., 2009, Şanlıurfa, Turkey, 2009.
  2. [2] M. Kaya, S. A. Özel, Açık Kaynak Kodlu Veri Madenciliği Yazılımlarının Karşılaştırılması, presented 14th Acad. Inform. Conf., 2014, Mersin, Turkey, 2014.
  3. [3] Ö. Yalçın, Veri Madenciliği Yöntemleri, 2nd Ed., Papatya Yayıncılık, 2013.
  4. [4] J. Han, M. Kanber, Data Mining: Concepts and Techniques, Morgan Kaufmann, 2006.
  5. [5] M.J. Berry, G.S. Linoff, Mastering Data Mining, John Wiley&Sons, New York, 2004.
  6. [6] L.B.Ayre, Data Mining For Information Professionals, June, 2006.
  7. [7] E. Alpaydın, Zeki Veri Madenciliği: Ham Veridan Altın Bilgiye Ulaşma Yöntemleri, 2000.
  8. [8] Anonymous, R (Programming Language) [Online]. Available: https://en.0wikipedia.org/index.php?q=aHR0cHM6Ly9lbi53aWtpcGVkaWEub3JnL3dpa2kvUl8ocHJvZ3JhbW1pbmdfbGFuZ3VhZ2Up
  9. [9] P. Gregory, Top Analytics, Data Science Software – Kdnuggets Software Poll Results, [Online]. Available: https://www.kdnuggets.com/2016/06/r-python-top-analytics-data-mining-data-science-software.html
  10. [10] van Buuren, Stef, et al. Mice Packages, Computer software. Retrieved from: http://cran. r-project. org/web/packages/mice/mice.pdf (2015).

Details

Primary Language

English

Subjects

Engineering

Journal Section

Conference Paper

Authors

Fatih Kayaalp *
Düzce University
Türkiye

Publication Date

April 6, 2018

Submission Date

November 24, 2017

Acceptance Date

February 5, 2018

Published in Issue

Year 2018 Volume: 6 Number: 2

IZ

https://izlik.org/JA37JU75NR

Cite

RIS / Bibtex
APA
Kayaalp, F., & Başarslan, M. S. (2018). Open Source Data Mining Programs: A Case Study on R. Duzce University Journal of Science and Technology, 6(2), 455-468. https://izlik.org/JA37JU75NR
AMA
1.Kayaalp F, Başarslan MS. Open Source Data Mining Programs: A Case Study on R. DUBİTED. 2018;6(2):455-468. https://izlik.org/JA37JU75NR
Chicago
Kayaalp, Fatih, and Muhammet Sinan Başarslan. 2018. “Open Source Data Mining Programs: A Case Study on R”. Duzce University Journal of Science and Technology 6 (2): 455-68. https://izlik.org/JA37JU75NR.
EndNote
Kayaalp F, Başarslan MS (April 1, 2018) Open Source Data Mining Programs: A Case Study on R. Duzce University Journal of Science and Technology 6 2 455–468.
IEEE
[1]F. Kayaalp and M. S. Başarslan, “Open Source Data Mining Programs: A Case Study on R”, DUBİTED, vol. 6, no. 2, pp. 455–468, Apr. 2018, [Online]. Available: https://izlik.org/JA37JU75NR
ISNAD
Kayaalp, Fatih - Başarslan, Muhammet Sinan. “Open Source Data Mining Programs: A Case Study on R”. Duzce University Journal of Science and Technology 6/2 (April 1, 2018): 455-468. https://izlik.org/JA37JU75NR.
JAMA
1.Kayaalp F, Başarslan MS. Open Source Data Mining Programs: A Case Study on R. DUBİTED. 2018;6:455–468.
MLA
Kayaalp, Fatih, and Muhammet Sinan Başarslan. “Open Source Data Mining Programs: A Case Study on R”. Duzce University Journal of Science and Technology, vol. 6, no. 2, Apr. 2018, pp. 455-68, https://izlik.org/JA37JU75NR.
Vancouver
1.Fatih Kayaalp, Muhammet Sinan Başarslan. Open Source Data Mining Programs: A Case Study on R. DUBİTED [Internet]. 2018 Apr. 1;6(2):455-68. Available from: https://izlik.org/JA37JU75NR