7th international workshop on human activity sensing corpus and applications (HASCA)
Murao, Kazuya; Enokibori, Yu; Gjoreski, Hristijan; Lago, Paula; Okita, Tsuyoshi; Siirtola, Pekka; Hiroi, Kei; Scholl, Philipp M.; Ciliberto, Mathias (2019-09-30)
Kazuya Murao, Yu Enokibori, Hristijan Gjoreski, Paula Lago, Tsuyoshi Okita, Pekka Siirtola, Kei Hiroi, Philipp M. Scholl, and Mathias Ciliberto. 2019. 7th international workshop on human activity sensing corpus and applications (HASCA). In Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers (UbiComp/ISWC ’19 Adjunct). Association for Computing Machinery, New York, NY, USA, 671–673. DOI:https://doi.org/10.1145/3341162.3347765
© 2019 Copyright is held by the owner/author(s). It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in {Source Publication}, https://doi.org/10.1145/3341162.3347765.
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https://urn.fi/URN:NBN:fi-fe202002185665
Tiivistelmä
Abstract
The recognition of complex and subtle human behaviors from wearable sensors will enable next-generation human-oriented computing in scenarios of high societal value (e.g., dementia care). This will require large-scale human activity corpuses and much improved methods to recognize activities and the context in which they occur. This workshop deals with the challenges of designing reproducible experimental setups, running large-scale dataset collection campaigns, designing activity and context recognition methods that are robust and adaptive, and evaluating systems in the real world. We wish to reflect on future methods, such as lifelong learning approaches that allow open-ended activity recognition. This year HASCA will welcome papers from participants to the Second Sussex-Huawei Locomotion and Transportation Recognition Competition and Open Lab Nursing Activity Recognition Challenge in special sessions.
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