• P. Thasrun
• K.F. Bharati

- In last few years, there has been a hard development of incorporating results starting structured data source into keyword based web track systems such as news media or any search engines. In search engines, different users may seek for different information by issuing the similar query. To fulfill most of users with the partial search results, search result diversification will re-rank the results for coating as many users’ intents as probable. Most of the previous intent-aware diversification algorithms will distinguish the user intentions as that of subtopics, every of which is typically a piece of clarification, a word, a phrase. Web search queries are regularly unclear or multi-search, which makes an easy ranked list of consequences insufficient. To assist data finding for such queries, device discover a method that explicitly represents captivating which means of a question the usage of organizations of semantically associated terms retrieved from seek effects . In the proposed work system Fuzzy clustering effectively identifies search engine that are relevant in both social media and news media It focus on social media plan to include other forms i.e., user attention method search engine(image process, video capture ,internet marketing). This search engine provides even more insight in the true interest of users to perform experiment on different areas and datasets.

Fuzzy Clustering, Information Filtering, Social Computing, Social Network Analysis, Topic Identification, Topic Ranking

"Fuzzy Clustering for Ranking Relevant Information In News Media", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.242-245, July-2018, Available :http://www.jetir.org/papers/JETIR1807191.pdf

"Fuzzy Clustering for Ranking Relevant Information In News Media", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp242-245, July-2018, Available at : http://www.jetir.org/papers/JETIR1807191.pdf