Research Article

Identifying Network Public Opinion Leaders Based on Markov Logic Networks

Table 4

Valuable clauses learned from the “Xu-Ting Event”.

WeightFormula

2.76133!fansnum(a1,Level_fansnum_10To49) v !follownum(a1,Level_follownum_Lessthan10)
v gender(a1,Male) v !networkage(a1,Level_networkage) v !lognum(a1,Level_log_num_1000To4999)
v !communitycredits(a1,Level_communitycredits_1000To9999)

2.63516gender(a1,Female) v !lognum(a1,Level_log_num_1000To4999)

3.21897!fansnum(a1,Level_fansnum_10To49) v !follownum(a1,Level_follownum_Lessthan10)
v age(a1,Level_realage_Morethan35) v !networkage(a1,Level_networkage)
v !lognum(a1,Level_log_num_1000To4999)
v !communitycredits(a1,Level_communitycredits_1000To9999)

3.77246gender(a1,Female) v !lognum(a1,Level_log_num_Lessthan1000)

4.27395!reply(a1,a2) v act(a2,Leader) v !act(a1,Leader)

5.65332gender(a1,a2) v !age(a1,a3) v !age(a1,a4) v lognum(a1,a5) v lognum(a1,a6)

6.06442!communitycredits(a1,a2) v !communitycredits(a1,a3) v !totalreplynum(a1,a4)
v !totalreplynum(a1,a5)

6.06101!networkage(a1,a2) v !networkage(a1,a3)