Efficient web information retrieval based on usage mining

Autor:	Vandana Bhattacharya, Prabhat Mahanti, Indrajit Mukherjee, Pradeep Kumar Gupta, Samudra Banerjee
Rok vydání:	2012
Předmět:	World Wide Web Web standards medicine.medical_specialty Information retrieval Web mining Web query classification Computer science medicine Web navigation Web mapping Web intelligence Web modeling Data Web
Zdroj:	RAIT
DOI:	10.1109/rait.2012.6194595
Popis:	The objective of this paper is to analyze web logs using data mining so as to present users with more personalized web content. We classify users based on their internet usage patterns and for each class, maintain a cache of web documents. Searching is performed based on term set analysis and direction cosine distance approach. Finally a more personalized and relevant result set is generated for the query.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::e05e30718bcd12e7eaddf09654899ec0 https://doi.org/10.1109/rait.2012.6194595 Zobrazit plný text záznamu