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This book contains the proceedings of the 1st International Workshop on Mining Social Media held in Sevilla (Spain), November 9th 2009, co-located with CAEPIA 2009, the 13th Conference of the Spanish Association for Artificial Intelligence.

The Mining Social Media workshop aims to bring practitioners but also researchers with a specific focus on the application of existent or novel Data Mining techniques into the field of Social Media. We encourage the submission of experimental papers where Data Mining techniques are applied into existent Social Media, but also more theoretical papers that show clear application in real Social Media applications. The interesting topics include blog post analysis, blog comments analysis, blog spam, recommender systems for Social Media, clickstream analysis, relevance analysis, spam users detection, behavior analysis, contextual mining, Social Media user segmentation, route analysis for nomad social networks, multimedia mining, search in Social Media, etc.