Calculation method and calculation system of social-network user trust
A technology of social network and computing method, which is applied in computing, data processing applications, special data processing applications, etc. It can solve the problems of unexplainable trust chain trust propagation and trust imbalance, users are unwilling to actively provide, and users have difficulty in trust attributes and other issues, to achieve the effect of huge marketing value, wide application range and high safety
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[0132] 1.1 Dataset
[0133] In order to evaluate the performance of the calculation method of social network user trust of the present invention, the trust data of Epinions.com2 [17] is selected as the experimental data set. In this data set, users in Epinion can explicitly express trust or distrust to reviewers . The original dataset contains trust and distrust marks between 131,828 users and 841,372 users, and a very small number of users mark themselves as trusting. In this experiment, users whose output degree is greater than 50 are selected from the original Epinion data set, and the trust marks between these users are retained. The final data set used in this experiment contains 3623 users and 285303 trust / distrust connections, and the data sparsity 97.8%. In the experiment, 5-fold cross-validation was used to evaluate the performance of the calculation method of social network user trust of the present invention.
[0134] 1.2 Trust prediction experiment results and an...
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