Patterns of Associations in Finite Sets of Items

Wagner R (2006)
In: Data Science and Classification (Proceedings of the 10th IFCS Conference). Batagelj V, Bock H-H, Ferligoj A, Ziberna A (Eds); Studies in classification, data analysis, and knowledge organization. Berlin: Springer: 279-286.

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Author
Editor
Batagelj, V. ; Bock, H.-H. ; Ferligoj, A. ; Ziberna, A.
Abstract
Mining association rules is well established in quantitative business research literature and makes up an up-and-coming topic in marketing practice. However, reducing the analysis to the assessment and interpretation of a few selected rules does not provide a complete picture of the data structure revealed by the rules. This paper introduces a new approach of visualizing relations between items by assigning them to a rectangular grid with respect to their mutual association. The visualization task leads to a quadratic assignment problem and is tackled by means of a genetic algorithm. The methodology is demonstrated by evaluating a set of rules describing marketing practices in Russia.
Publishing Year
Conference
Jubilee Conference on Data Science and Classification
Location
Ljubljana
Conference Date
2006-07-25 – 2006-07-29
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Wagner R. Patterns of Associations in Finite Sets of Items. In: Batagelj V, Bock H-H, Ferligoj A, Ziberna A, eds. Data Science and Classification (Proceedings of the 10th IFCS Conference). Studies in classification, data analysis, and knowledge organization. Berlin: Springer; 2006: 279-286.
Wagner, R. (2006). Patterns of Associations in Finite Sets of Items. In V. Batagelj, H. - H. Bock, A. Ferligoj, & A. Ziberna (Eds.), Studies in classification, data analysis, and knowledge organization. Data Science and Classification (Proceedings of the 10th IFCS Conference) (pp. 279-286). Berlin: Springer.
Wagner, R. (2006). “Patterns of Associations in Finite Sets of Items” in Data Science and Classification (Proceedings of the 10th IFCS Conference), Batagelj, V., Bock, H. - H., Ferligoj, A., and Ziberna, A. eds. Studies in classification, data analysis, and knowledge organization (Berlin: Springer), 279-286.
Wagner, R., 2006. Patterns of Associations in Finite Sets of Items. In V. Batagelj, et al., eds. Data Science and Classification (Proceedings of the 10th IFCS Conference). Studies in classification, data analysis, and knowledge organization. Berlin: Springer, pp. 279-286.
R. Wagner, “Patterns of Associations in Finite Sets of Items”, Data Science and Classification (Proceedings of the 10th IFCS Conference), V. Batagelj, et al., eds., Studies in classification, data analysis, and knowledge organization, Berlin: Springer, 2006, pp.279-286.
Wagner, R.: Patterns of Associations in Finite Sets of Items. In: Batagelj, V., Bock, H.-H., Ferligoj, A., and Ziberna, A. (eds.) Data Science and Classification (Proceedings of the 10th IFCS Conference). Studies in classification, data analysis, and knowledge organization. p. 279-286. Springer, Berlin (2006).
Wagner, R. “Patterns of Associations in Finite Sets of Items”. Data Science and Classification (Proceedings of the 10th IFCS Conference). Ed. V. Batagelj, H.-H. Bock, A. Ferligoj, and A. Ziberna. Berlin: Springer, 2006. Studies in classification, data analysis, and knowledge organization. 279-286.
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