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Author has set the goal to develop the system for social network monitoring and analysis.This system presents a recommendation system based on links analysis.Task Completion Proof shows the completion of tasks defined in the section Task Defintion with references to the sections presented in this thesis.Finally, Conclusion section summarizes the work undertaken, notes the areas of application, and reveals limitations and possible future development of the application.In 2006 Jack Dorsey launched Twitter , which became a fast-growing social networking service.
Control is provision of targeted actions on social network for transiting informational processes into desired state.Multiplexity - number of `multiplex' links, which users have.For example, two users, which are friends and work together, will have multiplexity equal 2. Mutuality/Reciprocity - a degree, in which users interact with each other, response to each other. Network Closure - a degree, in which user's friend are friends to each other. Propinquity - a tendency of users to have more links with other users, which are geographically closer. Links metrics represent the features of links for separate social objects and the whole social graph. Bridge - A user, who provides the only connection between the two other users.An overview existing methods and ways of links analysis A research possible scientific value of work based on current state of business in this area A development of general algorithms Software tools selection Algorithm's implementation using existing tools Solution testing and practical applicability demonstration a Small World - private social network with invitation required Facebook - world famous social network developed by Mark Zuckerberg and team.Piczo - a social networking and blogging website for teen Dogster - a social network service for dog-lovers.
Users may create groups of interests and events, make posts and send instant messages. Metrics of Relations represent the pattern of relationships between one social object and others. Homofphily - a degree, in which user forms a relationship with similar users.