In our research, we use the words in tweets to calculate the speech components (as mentioned in §2.2 Step 5) for each user, and these speech components can be used for inferring Societas personal values with TwitterSocietas Model.
input: speech keywords KW for value component j, word set {W C} for all tweets, and the binary set V j of value component j.