HASCA_camready.pdf (34.29 kB)
4th Workshop on human activity sensing corpus and applications: towards open-ended context awareness
presentation
posted on 2023-06-09, 02:05 authored by Nobuo Kawaguchi, Nobuhiko Nishio, Daniel RoggenDaniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van LaerhovenCurrent motion sensors in wearable devices are primarily used for simple orientation and motion sensing. They provide however signals related to more complex and subtle human behaviours which will enable next-generation human-oriented computing in scenarios of high societal value. This requires large scale human activity corpuses and improved methods to recognise activities and their context. This workshop deals with the challenges of designing reproducible experimental setups, running large-scale dataset collection campaigns, designing robust activity and context recognition methods and evaluating systems in the real world. As a special topic, we wish to reflect on the challenges and approaches to recognise activities outside of a pre-defined set to achieve an open-ended activity and context awareness. Following the success of previous years, this workshop is the place to share experiences on human activity corpus and their applications and to discuss the future of activity sensing, in particular towards open-ended contextual intelligence.
Funding
Lifelearn: Unbounded activity and context awareness; G1786; EPSRC-ENGINEERING & PHYSICAL SCIENCES RESEARCH COUNCIL; EP/N007816/1
History
Publication status
- Published
File Version
- Published version
External DOI
Page range
690-695Presentation Type
- paper
Event name
Ubicomp workshopEvent location
Heidelberg, GermanyEvent type
conferenceEvent date
12-16 September 2016Department affiliated with
- Engineering and Design Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2016-07-11First Open Access (FOA) Date
2016-09-16First Compliant Deposit (FCD) Date
2016-07-08Usage metrics
Categories
No categories selectedKeywords
Licence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC