Preprocessing and mining web log data for web personalization
FREE-DOWNLOADM Baglioni, U Ferrara, A Romei… – , 2003 Abstract. We describe the web usage mining activities of an on-going project, called ClickWorld 1 , that aims at extracting models of the nav- igational behaviour of a web site users. The models are inferred from the access logs of a web server by means of data and web mining tech-
A road map to more effective web personalization: Integrating domain knowledge with web usagemining
FREE-DOWNLOADH Dai… – Proceedings of the International …, 2003 . In [1] the notion of “Semantic Web Mining” was introduced, including a framework for the extraction of a concept hierarchy and the application of data mining techniques to find frequently occurring combinations of concepts. . Towards semantic web mining.
Evaluation of web usage mining approaches for user's next request prediction
FREE-DOWNLOAD M Géry… – … of the 5th ACM international workshop on Web …, 2003 ABSTRACT Analysis of Web server logs is one of the important challenge to provide Web intelligent services. In this paper, we describe a framework for a recommender system that predicts the user’s next requests based on their behaviour discovered from Web Logs data. We