Buradasınız

A DATA MINING APPLICATION IN A STUDENT DATABASE

Journal Name:

Publication Year:

Abstract (2. Language): 
Data mining is a technology used in different disciplines to search for significant relationships among variables in large data sets. Data mining is mainly used in commercial applications. In this study, we concentrated on the application of data mining in an education environment. The relationship between students university entrance examination results and their success was studied using cluster analysis and k-means algorithm techniques.
57
64

REFERENCES

References: 

[1] Vahaplar, A.,İnceoğlu, M., “Veri Madenciliği
ve Elektronik Ticaret”, Türkiye’de İnternet
Konferansları, Harbiye İstanbul, 1-3 Kasım
2001.
[2] Erdoğan, Ş. Z., “Veri Madenciliği ve Veri
Madenciliğinde Kullanılan K-Means
Algoritmasının Öğrenci Veri Tabanında
Uygulanması”, Yüksek Lisans Tezi, İstanbul
Üniversitesi, 2004.
[3] Akpınar, H., “Veri Tabanlarında Bilgi Keşfi ve
Veri Madenciliği”, İ.Ü. İşletme Fakültesi
Dergisi, Sayı:1 (1-22), Nisan 2000.
[4] Thearling, K., “An Introduction to Data
Mining”,http://thearling.com/text/dmwhite/dm
white.htm, 01 December 2003.
[5] Fayyad, U.M., Piatesky-Shapiro, G., Smyth, P.,
Uthurusamy, R., “Advances in data mining and
knowledge discovery”, MIT Pres, USA, 1994.
[6] Han, J., Kamber, W., “Data Mining Concepts
and Techniques”, Morgan Kaufmann
Publishers, USA, 5-10, 2001.
[7] Menteş, G. T., “Faktör ve Kümeleme Analizi
Yardımıyla Bankacılık Ürün ve Hizmetlerinin
Araştırılması Üzerine Bir Uygulama”, Doktora
Tezi, İstanbul Üniversitesi, 2000.
[8] Yuqing, P., Xiangdan, H., Shang, L., “The KMeans
Clustering Algorithm Based On Density
and Ant Colony”, IEEE Int. Conf. Neural
Networks & Signal Processing Nanjing, China,
457-460, December 14-17, 2003.
[9] Kanungo, T., Mount, D., S. Netanyahu, N.,
Piatko D. C., Silverman, R., Wu, A.Y., “An
Efficient k-Means Clustering Algorithm:
Analysis and Implementation”, IEEE
Transactions on Pattern Analysis and Machine
Intelligence, Vol. 24, No. 7, July 2002.
[10] Luke, B. T., “K-Means Clustering”,
http://fconyx.ncifcrf.gov/~lukeb/kmeans.html,
20 October 2004.

Thank you for copying data from http://www.arastirmax.com