• Vaddespi Lakshmi Prasanna
• Dr. D. Vivekananda Reddy

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 Amazon as well as Google or any search engines. In search engines, different users may seek for different information by issuing the similar query. To convince more users with partial search results, search result diversification re-ranks the results to coat as many user intents as probable. Most presented intent-aware diversification algorithms differentiate user intentions as subtopics, every of which is typically a word, a phrase, or a piece of clarification. Web search queries are regularly uncertain or multi-search, which makes a 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

"IDENTIFYING AND RANKING COMMONLY EXISTING NEWS TOPICS USING SOCIAL MEDIA FACTORS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.262-265, June 2019, Available :http://www.jetir.org/papers/JETIR1907P37.pdf

"IDENTIFYING AND RANKING COMMONLY EXISTING NEWS TOPICS USING SOCIAL MEDIA FACTORS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp262-265, June 2019, Available at : http://www.jetir.org/papers/JETIR1907P37.pdf