Evaluation Social Ties and Trust in Online Social Network

In this research work we have built a systems which pulls tweets , pre-process each tweet to remove unwanted artifacts and the gives stemming treatment to each token in the tweet to finally get the score value which is calculated on the basis of numerical strength expressed in mathematical expression for intimacy, trust , social distance between the parties interacting on digital media twitter. The nature of relationship with respect their tie is calculated on the bases of multivariate linear regression analysis and to further improve on this method which have conducted polynomial regression for finding a better and more accurate way to data fit the twitter tie dataset which is apparent from the statistical test value of Coefficient of determinant and other statistical test .The values of y-intercepts are interpreted and illustrated in results section .