University of Oulu

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

7th international workshop on human activity sensing corpus and applications (HASCA)

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Author: Murao, Kazuya1; Enokibori, Yu2; Gjoreski, Hristijan3;
Organizations: 1Ristumeikan University, Japan
2Nagoya University, Japan
3Ss. Cyril and Methodius University, N. Macedonia
4Kyushu Institute of Technology, Japan
5University of Oulu, Finland
6University of Freiburg, Germany
7University of Sussex, UK
Format: abstract
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.1 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe202002185665
Language: English
Published: Association for Computing Machinery, 2019
Publish Date: 2020-02-18
Description:

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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ISBN Print: 978-1-4503-6869-8
Pages: 1 - 4
DOI: 10.1145/3341162.3347765
OADOI: https://oadoi.org/10.1145/3341162.3347765
Host publication: 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
Conference: 7th international workshop on human activity sensing corpus and applications (HASCA)
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Copyright information: © 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.