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Nowadays, with the continual development of digital capture technologies and social media services, a vast number of media documents are captured and shared online to help attendees record their experience during events. In this paper, we present a method combining semantic inference and multimodal analysis for automatically finding media content to illustrate events using an adaptive probabilistic hypergraph model. In this model, media items are taken as vertices in the weighted hypergraph anddoi:10.1109/tcyb.2014.2374755 pmid:26470061 fatcat:vz7hu5bihjgdtk72bkj2u4yoti