rating_with_timestamp.mat rating.mat includes the rating information with time points when ratings are created. there are six columns and they are userid, productid, categoryid, rating, helpfulness and time point, respectively. ***************************************************************** For example, for one row (1,2,3,4,5, 6) It means that user 1 gives a rating of 4 to the product 2 from the category 3. The helpfulness of this rating is 5. 6 is the number of seconds from 1/1/1970 0-0-0 to the time point the rating created. ***************************************************************************** =============================================================================================== trustnetwork.mat trustnetwork.mat includes the trust relations between users. There are two columns and both of them are userid. ************************************************************************************* for example, for one row, (1,2) it means that user 1 trusts user 2. ************************************************************************************* ---------------------------------------------------------------------------------------------------------------- References ---------------------------------------------------------------------------------------------------------------- @Conference{tang-etal12a, title={m{T}rust: {D}iscerning multi-faceted trust in a connected world}, author={Tang, J. and Gao, H. and Liu, H.}, booktitle={Proceedings of the fifth ACM international conference on Web search and data mining}, pages={93--102}, year={2012}, organization={ACM} } @Confernce{tang-etal12b, title={e{T}rust: {U}nderstanding trust evolution in an online world}, author={Tang, J.and Gao, H. and Liu, H. and Das Sarma, A.}, booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining}, pages={253--261}, year={2012}, organization={ACM} }