... dataset into two parts for each task, i.e the testing set containing x% of task-related information and the training set for the remaining data We perform community detection on the training set ... 155,191 369,673 413,843 52, 107 61,906 Number of check-ins 1, 127 ,699 313 ,26 9 13, 023 ,087 6,0 82, 394 4,390,944 3 ,23 0,865 Number of tips 657,470 29 8 ,21 0 1,341,471 789 ,21 8 651,310 389 ,20 1 Number of photos ... to March 20 12 and August to November 20 12 Each sampled check -in message contains a short link (Figure 3 .2) to the original check -in page (Figure 3.3), where the details of the check -in, such...