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Table 4 Obtained list L1 of association rules belonging to content category after applying PredictiveApriori in WEKA

From: Qualitative usability feature selection with ranking: a novel approach for ranking the identified usability problematic attributes for academic websites using data-mining techniques

List of best 15-association rules

#1

Content_Up_To_Date=yes Communication_with_Site_Owner=yes Multi_Language=no News_Comprehensibility=yes 31 ==> Scope_of_Multi_Language=no 31 acc:(0.99471)

#2

Online_User_Feedback =no Multi_Language=no Contact_Data_Available=yes 24 ==> Scope_of_Multi_Language=no 24 acc:(0.99448)

#3

Content_Up_To_Date=yes Date_of_Last_Update_Available=no Multi_Language=no 17 ==> Scope_of_Multi_Language=no 17 acc:(0.99386)

#4

Communication_with_Site_Owner=no Multi_Language=no 15 ==> Scope_of_Multi_Language=no 15 acc:(0.99348)

#5

Date_of_Last_Update_Available=no Online_User_Feedback=no 14 ==> Scope_of_Multi_Language=no 14 acc:(0.99321)

#6

Date_of_Last_Update_Available=sometimes Multi_Language=no 9 ==> Scope_of_Multi_Language=no 9 acc:(0.98991)

#7

Contact_Data_Available=no 7 ==> Multi_Language=no Scope_of_Multi_Language=no 7 acc:(0.98579)

#8

Date_of_Last_Update_Available=no Multi_Language=no 24 ==> Scope_of_Multi_Language=no 23 acc:(0.98497)

#9

Content_Up_To_Date=no 6 ==> Date_of_Last_Update_Available=no Multi_Language=no 6 acc:(0.98189)

#10

Communication_with_Site_Owner=no Scope_of_Multi_Language=no 16 ==> Multi_Language=no 15 acc:(0.96124)

#11

Date_of_Last_Update_Available=sometimes Communication_with_Site_Owner =no 6 ==> News_Comprehensibility=yes 6 acc:(0.98189)

#12

Content_Up_To_Date=yes Date_of_Last_Update_Available=no Communication_with_Site_Owner =no 6 ==> News_Comprehensibility=yes 6 acc:(0.98189)

#13

Online_User_Feedback =no Multi_Language=no News_Comprehensibility=no 4 ==> Communication_with_Site_Owner =yes 4 acc:(0.96447)

#14

Content_Up_To_Date=yes Communication_with_Site_Owner =sometimes Online_User_Feedback =sometimes News_Comprehensibility=yes Contact_Data_Available=yes 4 ==> Date_of_Last_Update_Available=yes 4 acc:(0.96447)

#15

Date_of_Last_Update_Available=yes Online_User_Feedback =yes Multi_Language=no News_Comprehensibility=yes Contact_Data_Available=yes 16 ==> Scope_of_Multi_Language=no 15 acc:(0.96124)