TY - GEN
T1 - Ai for health – knowledge-based generation of tailor-made exercise plans
AU - Grigoleit, Florian
AU - Struss, Peter
AU - Kreuzpointner, Florian
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2020.
PY - 2020
Y1 - 2020
N2 - There is an increasing awareness of the essential impact of physical exercising on health. Properly planning such activities requires knowledge about prerequisites and impact of different exercises and selecting those that reflect all relevant physical properties of the individual and contextual conditions. Otherwise, exercising may not only be ineffective, but even harmful to health. We developed an app for the generation of tailor-made exercise plans using techniques from knowledge-based configuration and consistency-based diagnosis. The paper focuses on presenting the systematic and formal representation of the domain knowledge and its exploitation by a generic configuration algorithm.
AB - There is an increasing awareness of the essential impact of physical exercising on health. Properly planning such activities requires knowledge about prerequisites and impact of different exercises and selecting those that reflect all relevant physical properties of the individual and contextual conditions. Otherwise, exercising may not only be ineffective, but even harmful to health. We developed an app for the generation of tailor-made exercise plans using techniques from knowledge-based configuration and consistency-based diagnosis. The paper focuses on presenting the systematic and formal representation of the domain knowledge and its exploitation by a generic configuration algorithm.
KW - Constraint-satisfaction
KW - Health sports
KW - Knowledge representation
KW - Knowledge-based configuration
KW - Precision health
UR - http://www.scopus.com/inward/record.url?scp=85091317312&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-55789-8_43
DO - 10.1007/978-3-030-55789-8_43
M3 - Conference contribution
AN - SCOPUS:85091317312
SN - 9783030557881
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 489
EP - 501
BT - Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings
A2 - Fujita, Hamido
A2 - Sasaki, Jun
A2 - Fournier-Viger, Philippe
A2 - Ali, Moonis
PB - Springer Science and Business Media Deutschland GmbH
T2 - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020
Y2 - 22 September 2020 through 25 September 2020
ER -