Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data

@article{citeulike:181662, abstract = {Web usage mining is the application of data mining techniques to discover usage patterns from Web data, in order to understand and better serve the needs of Web-based applications. Web usage mining consists of three phases, namely preprocessing, pattern discovery, and pattern analysis. This paper describes each of these phases in detail. Given its application potential, Web usage mining has seen a rapid increase in interest, from both the research and practice communities. This paper provides a ...}, author = {Srivastava, Jaideep and Cooley, Robert and Deshpande, Mukund and Tan, Pang-Ning }, citeulike-article-id = {181662}, journal = {SIGKDD Explorations}, keywords = {web\_mining}, number = {2}, pages = {12--23}, posted-at = {2008-03-07 17:01:01}, priority = {2}, title = {Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data}, url = {http://citeseer.ist.psu.edu/srivastava00web.html}, volume = {1}, year = {2000} }

TY - JOUR ID - citeulike:181662 L3 - citeulike-article-id:181662 TI - Web Usage Mining: Discovery and Applications of Usage Patterns from Web Data JF - SIGKDD Explorations VL - 1 IS - 2 SP - 12 EP - 23 N2 - Web usage mining is the application of data mining techniques to discover usage patterns from Web data, in order to understand and better serve the needs of Web-based applications. Web usage mining consists of three phases, namely preprocessing, pattern discovery, and pattern analysis. This paper describes each of these phases in detail. Given its application potential, Web usage mining has seen a rapid increase in interest, from both the research and practice communities. This paper provides a ... KW - web_mining AU - Srivastava, Jaideep AU - Cooley, Robert AU - Deshpande, Mukund AU - Tan, Pang-Ning PY - 2000/// UR - http://citeseer.ist.psu.edu/srivastava00web.html ER -