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Published byErlin Iskandar Modified over 6 years ago
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Using Artificial Intelligence for data synthesis & interpretation: The Human Behaviour Change Project Susan Michie Robert West Marie Johnston James Thomas Pol MacAonghusa Mike Kelly John Shawe-Taylor @HBCProject Discussant: Felix Naughton (University of East Anglia)
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AI knowledge system for evidence synthesis
1. Develop ontology 2. Auto feature extraction 3. BCI database 4. Machine learning algorithms 5. System interface
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AI knowledge system for evidence synthesis
Is it needed?
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AI knowledge system for evidence synthesis
Poor reporting in literature Manual reviewing resource intensive Is it needed? Poor accessibility for stakeholders Reporting of manual reviews slow
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AI knowledge system for evidence synthesis
Poor reporting in literature Manual reviewing resource intensive Some of the potential… Hugh resource and societal cost savings New discoveries Increased accessibility of evidence Some of the challenges… GIGO – garbage in, garbage out Evaluation of trustworthiness of findings Trust among stakeholders and academia Is it needed? Poor accessibility for stakeholders Reporting of manual reviews slow
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