TY - JOUR A1 - Bilgram, Volker A1 - Gluth, Oliver A1 - Piller, Frank T1 - Crowdfunding Data as a Source of Innovation T2 - Marketing Review St. Gallen N2 - In the digital era, crowdfunding platforms serve as a litmus test for the desirability and viability of thousands of innovative ideas. Based on consumers' actual purchasing behavior, crowdfunding data promises to reveal future hot topics and technologies. This study shows how companies can identify innovation opportunities from crowdfunding data by applying machine learning techniques. Y1 - 2017 UR - https://opus4.kobv.de/opus4-ohm/frontdoor/index/index/docId/2645 VL - 34 IS - 3 PB - Thexis Verlag, St. Gallen ER -