Ethical Issues in Consent for the Reuse of Data in Health Data Platforms
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DOI: 10.1007/s11948-021-00282-0
Abstract: Data platforms represent a new paradigm for carrying out health research. In the platform model, datasets are pooled for remote access and analysis, so novel insights for developing better stratified and/or personalised medicine approaches can… read more here.
Keywords: data platforms; health; platform; approach ... See more keywords
MonkeyKing: Adaptive Parameter Tuning on Big Data Platforms with Deep Reinforcement Learning
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DOI: 10.1089/big.2019.0123
Abstract: Choosing the right parameter configurations for recurring jobs running on big data analytics platforms is difficult because there can be hundreds of possible parameter configurations to pick from. Even the selection of parameter configurations is… read more here.
Keywords: big data; data platforms; parameter; parameter configurations ... See more keywords
Data platforms and network effects
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DOI: 10.1145/3555833
Abstract: How data-network effects create opportunities and inflate expectations. read more here.
Keywords: platforms network; network; data platforms; network effects ... See more keywords
Data platforms for open life sciences–A systematic analysis of management instruments
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DOI: 10.1371/journal.pone.0276204
Abstract: Open data platforms are interfaces between data demand of and supply from their users. Yet, data platform providers frequently struggle to aggregate data to suit their users’ needs and to establish a high intensity of… read more here.
Keywords: management instruments; analysis; data platforms; open life ... See more keywords