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Classification of nodes in a social network and its applications to security informatics have been extensively studied in the past. However, previous work generally does not consider the types of links (e.g., whether a person is friend or a close friend) that connect social networks members for classification purposes. Here, we propose modified Naive Bayes Classification schemes to make use of the link type information in classification tasks. Basically, we suggest two new Bayesiandoi:10.1109/isi.2009.5137265 dblp:conf/isi/HeatherlyKT09 fatcat:u4nccm53mbam3bhxqpk4n4gdku