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Web User Profile Using XUL and Information Retrieval Techniques
("Dunarea de Jos" University of Galati, 2008)
This paper presents the importance of user profile in information retrieval,
information filtering and recommender systems using explicit and implicit feedback. A
Firefox extension (based on XUL) used for gathering data ...
A Survey Text Clustering Techniques Used for Web Mining
("Dunarea de Jos" of Galati, 2005)
This paper contains an overview of basic formulations and approaches to clustering. Then it presents two important clustering paradigms: a bottom-up agglomerative technique, which collects similar documents into larger and ...
Classification Process in a Text Document Recommender System
("Dunarea de Jos" University of Galati, 2005)
This paper presents the classification process in a recommender system used for textual documents taken especially from web. The system uses in the classification process a combination of content filters, event filters and ...
A Quick Survey of Text Categorization Algorithms
("Dunarea de Jos" University of Galati, 2007)
this paper contains an overview of basic formulations and approaches to text classification. This paper surveys the algorithms used in text categorization: handcrafted rules, decision trees, decision rules, on-line learning, ...
Vector Space Model for Document Representation in Information Retrieval
("Dunarea de Jos" University of Galati, 2007)
This paper presents the basics of information retrieval: the vector space model for document representation with Boolean and term weighted models, ranking methods based on the cosine factor and evaluation measures: recall, ...