Paper Info
Title
5th Int. workshop on human activity sensing corpus and applications (HASCA): towards open-ended context awareness.
Abstract
Technological advances enable the inclusion of miniature sensors (e.g., accelerometers, gyroscopes) on a variety of wearable/portable information devices. Most current devices utilize these sensors for simple orientation and gesture recognition only. However, in the future the recognition of more complex and subtle human behaviors from these 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. As a special topic this year, we wish to reflect on the challenges and possible approaches to recognize situations, events or activities outside of a statically pre-defined pool, which is the current state of the art, and instead adopt an open-ended view on activity and context awareness. Following the huge success of previous years, we are further planning to share these experiences of current research on human activity corpus and their applications among the researchers and the practitioners and to have a deep discussion on the future of activity sensing, in particular towards open-ended contextual intelligence.
Year
DOI
Venue
2017
10.1145/3123024.3124410
UbiComp '17: The 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing Maui Hawaii September, 2017
Keywords
Field
DocType
Large Scale Human Activity Sensing Corpus, Activity Recognition, Wearable Computing, Open-Ended Activity/Context Recognition, Mobile Sensors, Participatory Sensing
Activity recognition,Computer science,Wearable computer,Gesture recognition,Context awareness,Human–computer interaction,Human behavior,Participatory sensing
Conference
ISBN
Citations 
PageRank 
978-1-4503-5190-4
1
0.41
References 
Authors
16
6
Name
Order
Citations
PageRank
Nobuo Kawaguchi131364.23
Nobuhiko Nishio211021.08
Daniel Roggen31851137.05
Sozo Inoue417658.17
Susanna Pirttikangas516923.63
K Van Laerhoven61083185.94