1. Recommendation as SearchReflections on Symmetry©MapR Technologies - Confidential1 2. Company BackgroundMapR provides the industry’s best Hadoop Distribution –Combines…

Slide 1Exploring the Query-Flow Graph with a Mixture Model for Query Recommendation Lu Bai, Jiafeng Guo, Xueqi Cheng, Xiubo Geng, Pan Du Institute of Computing Technology,…

1.1©MapR Technologies - ConfidentialPolyvalent Recommendations2. 2©MapR Technologies - ConfidentialMultiple Kinds of Behaviorfor RecommendingMultiple Kinds of Things 3.…

1.Practical Machine Learningwith Mahout2. whoami – Ted Dunning• Chief Application Architect, MapR Technologies• Committer, member, Apache Software Foundation– particularly…

1.1©MapR Technologies - Confidential Multi-Modal Recommendations 2. 2©MapR Technologies - Confidential Multiple Kinds of Behavior for Recommending Multiple Kinds of Things…

1.1©MapR Technologies - Confidential Polyvalent Recommendations 2. 2©MapR Technologies - Confidential Multiple Kinds of Behavior for Recommending Multiple Kinds of Things…

1.Practical Machine Learning with Mahout 2. whoami – Ted Dunning • Chief Application Architect, MapR Technologies • Committer, member, Apache Software Foundation –…

1. An Optimization Framework forQuery RecommendationAris Anagnostopoulos, Luca Becchetti,Carlos Castillo, Aristides Gionis 2. Source: B. Precourt at UWM. 3. As you setout…

Slide 1 Personalised Search on the World Wide Web Originally by Micarelli, Gasparetti, Sciarrone & Gauch http://www.dcs.warwick.ac.uk/~acristea/courses/CS411/2009/Book%20-%20The%20Adaptive%20Web/PersonalizedSearch.pdf…

Slide 1 Where does this new information belong? From developing mining algorithms to supporting knowledge discovery Bettina Berendt – thanks for joint work with and support…