Title :
A technical study on Information Retrieval using web mining techniques
Author :
Srinaganya, G. ; Sathiaseelan, J.G.R.
Author_Institution :
Dept. of Comput. Sci., Bishop Heber Coll., Trichy, India
Abstract :
Information Retrieval (IR) is a significant area in web mining where the users procure their needed information from the web. The documents in the web are in the form of web pages. As there is a high usage of data in the web, researchers are intended to do research in the field of IR. Web query classification and web page classification are leading major role to classify the web documents in IR using classification algorithms, based on the user query. The classified documents are indexed using ranking algorithm. This research paper aims to study about various methods of IR to classify and index the relevant web pages respectively.
Keywords :
Internet; data mining; pattern classification; query processing; IR; Web page classification; Web query classification; information retrieval; ranking algorithm; user query; web mining technique; Algorithm design and analysis; Classification algorithms; Computational modeling; Measurement; Support vector machines; Web pages; Information Retrieval; Ranking algorithms; Web mining; Web page classification; Web query classification;
Conference_Titel :
Innovations in Information, Embedded and Communication Systems (ICIIECS), 2015 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-6817-6
DOI :
10.1109/ICIIECS.2015.7192894
