International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Data mining has become a powerful tool to extract hidden patterns of data and is gaining importance as it helps in decision making in all spheres of life. Its various techniques allows users to get refined result of their query. Clustering is the technique which allows search engine to group similar kind of data. Diversification techniques ranks the data according to the priority. There are number of bio-inspired approaches which can be implemented to solve hard and complex problems in data mining. In this paper, various swarm intelligence approaches will be discussed.