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View all- Ren HShi MZhang J(2024)Research Contents, Methods and Prospects of Emotional Architecture Based on a Systematic Literature ReviewBuildings10.3390/buildings1404099714:4(997)Online publication date: 4-Apr-2024
Facial expression based satisfaction index for empathic buildings
Pages 704 - 707
Abstract
In this work, we examine the suitability of automatic facial expression recognition to be used for satisfaction analysis in an Empathic Building environment. We use machine learning based facial expression recognition on the working stations to integrate an online satisfaction index into Empathic Building platform. To analyze the suitability of facial expression recognition to reflect longer-term satisfaction, we examine the changes and trends in the happiness curves of our test users. We also correlate the happiness curve with temperature, humidity, and light intensity of the test users' local city (Tampere Finland). The results indicate that the proposed analysis indeed shows some trends that may be used for long-term satisfaction analysis in different kinds of intelligent buildings.
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Index Terms
- Facial expression based satisfaction index for empathic buildings
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Published In
September 2020
732 pages
ISBN:9781450380768
DOI:10.1145/3410530
- General Chairs:
- Monica Tentori,
- Nadir Weibel,
- Kristof Van Laerhoven,
- Program Chairs:
- Gregory Abowd,
- Flora Salim
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Published: 12 September 2020
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UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers
September 12 - 17, 2020
Virtual Event, Mexico
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View all- Ren HShi MZhang J(2024)Research Contents, Methods and Prospects of Emotional Architecture Based on a Systematic Literature ReviewBuildings10.3390/buildings1404099714:4(997)Online publication date: 4-Apr-2024
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