Social Network-based Trust in Prioritized Default Logic

Yarden Katz, Jennifer Golbeck

A drawback of traditional default logic is that there is no general mechanism for preferring one default rule over another. To remedy this problem, numerous default logics augmented with priority relations have been introduced. In this paper, we show how trust values, derived from web-based social networks, can be used to prioritize defaults. We provide a coupling between the method for computing trust values in social networks and the prioritized Reiter defaults of Baader and Hollunder (1995), where specificity of terminological concepts is used to prioritize defaults. We compare our approach with specificity-based prioritization, and discuss how the two can be combined. Finally, we show how our approach can be applied to other variants of prioritized default logic.

Subjects: 11. Knowledge Representation; 3.3 Nonmonotonic Reasoning


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