D
David Antons
Researcher at RWTH Aachen University
Publications - 47
Citations - 1214
David Antons is an academic researcher from RWTH Aachen University. The author has contributed to research in topics: Health care & Computer science. The author has an hindex of 13, co-authored 39 publications receiving 792 citations.
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Opening the Black Box of “Not Invented Here”: Attitudes, Decision Biases, and Behavioral Consequences
David Antons,Frank T. Piller +1 more
TL;DR: The not-invented-here syndrome (NIH) describes a negative attitude toward knowledge (ideas, technologies) derived from an external source as discussed by the authors, and it is defined as "a negative attitude towards knowledge, ideas, technologies" derived from external sources.
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Wisdom of the crowd and capabilities of a few: internal success factors of crowdsourcing for innovation
TL;DR: It is found that dedicated promoter roles strongly contribute to a successful implementation of crowdsourcing, turning pilot projects into an organizational routine, and suggestions for organizational interventions to overcome barriers and sources of resistance.
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Big Data, Big Insights? Advancing Service Innovation and Design With Machine Learning:
TL;DR: This work presents the first application of topic modeling, a type of machine learning, to review and analyze currently available service innovation and service design research, and provides an empirical contribution to service research and a methodological contribution to discipline.
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The application of text mining methods in innovation research: current state, evolution patterns, and development priorities
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Mapping the Topic Landscape of JPIM , 1984-2013: In Search of Hidden Structures and Development Trajectories
TL;DR: This work uses a topic modeling algorithm to extract 57 distinct topics and the corresponding most common words, terms, and phrases from the entire full-text corpus of 1008 JPIM articles published between 1984 and 2013, and maps these topics onto the PDMA Body of Knowledge categories.