Privacy Preserving of Data Sharing in Social Network Using Mergebysplit

As an expanding amount of social networking data is published and shared for marketable and research purposes, privacy issues regarding the individuals in social networks have become serious concerns. A social network is a social arrangement made up of a set of social actors (such as individuals or organizations) and a set of the dyadic ties between these actors. The social network point of view provides a set of methods for analyzing the structure of whole social entities as well as a range of theories explaining the patterns observed in these structures. The main issues in social networks are privacy. Our existing system provides privacy for social networks, but it more complex, because it uses multiple algorithms. So propose a new enhancement, which is combine two algorithms, and create a new algorithm.