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Web Usage Mining

Analisi del comportamento di navigazione e classificazione degli utenti.
Applicazione al sito della Biblioteca di Ateneo.


Bibliografia

 

Berendt B. 2002. Using site semantics to analyze, visualize, and support navigation. Data Mining and Knowledge Discovery . 6: 37–59.

Berry M., Linoff G. 1997. Data Mining techniques for marketing, sales, and customer support . New York. Wiley.

Berry M., Linoff G. 2001. Data mining . Milano. Apogeo.

Berthon P., Pitt L.F., Watson R.T. 1996. The world wide web as an advertising medium. Journal of Advertising Research , 36: 43–54.

Bishop C. 1995. Neural networks for pattern recognition . Oxford. Clarendon Press.

Breiman L., Friedman J.H., Olshen R., Stone C.J. 1984. Classification and regression trees . Belmont. Wadsworth.

Camillo F., Tassinari G . 2002. Data mining, web mining e CRM: metodologie, soluzioni e prospettive . Milano. FrancoAngeli.

Chang G. 2001. Mining the world wide web : an information search approach. Boston Kluwer Academic.

Del Ciello N., Dulli S., Saccardi A. 2000. Metodi di Data Mining per il Customer Relationship Management. Milano. FrancoAngeli.

Eirinaki M., Vazirgiannis M. 2003. Web mining for web personalization. ACM Transactions on Internet Technology , 1: 1-27.

Facca F.M., Lanzi P.L. 2003. Recent Developments in Web Usage Mining Research. Data Warehousing and Knowledge Discovery: 5th International Conference, DaWaK 2003 Prague, Czech Republic, September 3-5 in Lecture Notes in Computer Science , 2737: 140-150.

Giudici P. 2001. Data Mining. Metodi statistici per le applicazioni aziendali . Milano. McGraw-Hill.

Ingrassia S., Silani S. 2000. Reti neuronali per l'analisi di dati complessi . Milano. SAS.

Kass G.V. 1980. An exploratory technique for investigating large quantities of categorical data. Applied statistics . 29: 119-127.

Mena J. 1999. Data mining your website . Boston. Digital press.

Punin J. R., Krishnamoorthy M. S., Zaki M. J. 2002. LOGML: Log Markup Language for Web Usage Mining. WEBKDD 2001 - Mining Web Log Data Across All Customers Touch Points in Lecture Notes in Computer Science , 2356: 88-112.

Schafer J. Ben, Konstan Joseph A., Riedl John. 2001. E-commerce recommendation applications. Data Mining and Knowledge Discovery . 5: 115–153.

Spiliopoulou M. 2000. Web usage mining for Web site evaluation, Communications of the ACM, 8: 127-134.

Spiliopoulou M., Pohle C. 2001. Data Mining for Measuring and Improving the Success of Web Sites. Data Mining and Knowledge Discovery , 5: 85–114.

Srivastava J., Cooley R., Deshpande M., Tan P. 2000. Web usage mining: discovery and applications of usage patterns from Web data. ACM SIGKDD Explorations , 2: 12-23.

Thuraisingham B. 1999. Data mining : technologies, techniques, tools and trends. Boca Raton (Florida). CRC Press.

Xie Yunjuan, Phoha Vir V. . 2001. Web user clustering from access log using belief function. K-CAP 2001 - Proceedings of the First International Conference on Knowledge Capture. October 22-23: 202–208.

Zani S. 2000. Analisi dei dati statistici , volume 2: Osservazioni multidimensionali . Milano. Giuffrè.

 


Tesi di laurea di Gianluca Tavella


Università degli Studi di Milano - Bicocca

Facoltà di Economia
Corso di laurea in Economia e Commercio

Anno Accademico 2003-2004


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