Using a starfield visualization for analyzing product performance of online stores

EC 2000 - Proceedings of the 2nd ACM Conference on Electronic Commerce

Volumn , Issue , 2000, Pages 168-175

  Lee, Juhnyoung ^a   Podlaseck, Mark ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

electronic commerce; marketing; merchandising; visualization

Indexed keywords

DATA VISUALIZATION; ELECTRONIC COMMERCE; RETAIL STORES;

CLICKSTREAM DATA; CONVERSION RATES; MERCHANDISING; ONLINE RETAIL STORES; ONLINE STORE; PRODUCT PERFORMANCE; STARFIELDS; VISUALIZATION SYSTEM; VISUALIZATION TOOLS;

VISUALIZATION;

EID: 34548471851     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/352871.352890     Document Type: Conference Paper

References (17)

1. C. Alhberg and B. Schneiderman," Visual Information Seeking: Tight Coupling of Dynamic Query Filters with Starfield Displays", ACM CHI Conference on Human Factors in Computing Systems, (1994).
2. B. Berman and J. R. Evans, Retail Management: A Strategic Approach, 7th Edition, Prentice-Hall, Inc., (1998).
3. T. Brijs, G. Swinnen, K. Vanhoof, and G. Wets," Using Association Rules for Product Assortment Decisions: A Case Study", Proceedings of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, (August, 1999).
4. C. Brunk, J. Kelly, and R. Kohavi," MineSet: An Integrated System for Data Access, Visual Data Mining, and Analytical Data Mining", Proceedings of the 3th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Newport Beach, CA, (August, 1997).
5. A. G. Büchner and M. Mulvenna," Discovering Internet Marketing Intelligence through Online Analytical Web Usage Mining", SIGMOD Record, 27 (4): 54-61, (December, 1998).
6. M. S. Chen, J. S. Park, P. S. Yu," Data Mining for Traversal Patterns in a Web Environment", Proc. of the 16th International Conference on Distributed Computing Systems, (1996).
7. E. Chi, J. Pitkow, J. Mackinlay, P. Pirolli, R. Gossweiler, and S. Card," Visualizing the Evolution of Web Ecologies", ACM CHI Conference on Human Factors in Computing Systems, pp. 400-407, (1998).
8. R. Cooley, B. Mobasher, and J. Srivastava," Data Preparation for Mining World Wide Web Browsing Patterns", Journal of Knowledge and Information Systems, 1 (1), (1999).
9. H. Hochheiser, and B. Schneiderman," Understanding Patterns of User Visits to Web Sites: Interactive Starfield Visualizations of WWW Log Data", Technical Report, CSTR-3989, Department of Computer Science, University of Maryland, (1999).
10. A. Inselberg and B. Dimsdale," Parallel Coordinates A Tool for Visualizing Multivariate Relations", Human-Machine Interactive Systems, Plenum Publishing Corporation, pp. 199-233, (1991).
11. J. Lee, and M. Podlaseck," Visualization and Analysis of Clickstream Data of Online Stores with a Parallel Coordinate System", Proceedings of the 1st International Conference on Electronic Commerce and Web Technologies, Greenwich, U. K., (September, 2000).
12. J. Lee, M. Podlaseck, E. Schonberg, R. Hoch, and S. Gomory," Understanding Merchandising Effectiveness of Online Stores", International Journal of Electronic Commerce and Business Media, Vol. 10 (1): 1-9, (2000).
13. N. Papadakakis, E. P. Markatos, and A. E. Papathanasiou," Palantir: A Visualization tool for the World Wide Web", INET 98 Proceedings, (1998).
14. J. Pitkow, and K. Bharat," Webviz: A Tool for World Wide Web Access Log Analysis", Proceedings of the 1st International Conference on the World Wide Web, (1994).
15. D. Rabenhorst," Interactive Exploration of Multidimensional Data", Proceedings of the SPIE Symposium on Electronic Imaging, pp. 277-286, (1994).
16. L. Tauscher and S. Greenberg," Revisitation Patterns in World Wide Web Navigation", ACM CHI Conference on Human Factors in Computing Systems, pp. 399-406, (1997)
17. T. Wilson," Web Site Mining Gets Granular", InternetWeek, (March 29, 1999).