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4th Workshop on human activity sensing corpus and applications: towards open-ended context awareness

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posted on 2023-06-09, 02:05 authored by Nobuo Kawaguchi, Nobuhiko Nishio, Daniel RoggenDaniel Roggen, Sozo Inoue, Susanna Pirttikangas, Kristof Van Laerhoven
Current 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

Page range

690-695

Presentation Type

  • paper

Event name

Ubicomp workshop

Event location

Heidelberg, Germany

Event type

conference

Event date

12-16 September 2016

Department affiliated with

  • Engineering and Design Publications

Full text available

  • Yes

Peer reviewed?

  • Yes

Legacy Posted Date

2016-07-11

First Open Access (FOA) Date

2016-09-16

First Compliant Deposit (FCD) Date

2016-07-08

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