The Community for Technology Leaders
2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (2018)
Athens, Greece
March 19, 2018 to March 23, 2018
ISBN: 978-1-5386-3228-4
pp: 687-692
Claudia Steinberger , Deptm. of Applied Informatics, Universität Klagenfurt, Klagenfurt, Austria
Judith Michael , Deptm. of Applied Informatics, Universität Klagenfurt, Klagenfurt, Austria
ABSTRACT
Considerable effort to manually set up the user’s context and too coarse-grained activity recognition results often make it difficult to set up active assisted living systems. In this paper we join our cognitive assistance system HBMS with the semantic web to (1) simplify the construction of user’s context model and to (2) improve the system’s activity recognition capability. We present how to describe non-smart resources like domestic appliances semantically to make their handling understandable for HBMS-System and interoperable with its environmental context model. Benefits of this semantic markup approach beyond the use for HBMS are discussed. Moreover, we show how personalized and adaptive HBMS user clients and the power of the HBMS environmental context model can be used to bridge an existing activity recognition gap.
INDEX TERMS
Context modeling, Manuals, Activity recognition, Monitoring, Smart homes, Semantics, Assisted living
CITATION

C. Steinberger and J. Michael, "Towards Cognitive Assisted Living 3.0," 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)(PERCOM WORKSHOPS), Athens, Greece, 2018, pp. 687-692.
doi:10.1109/PERCOMW.2018.8480188
89 ms
(Ver 3.3 (11022016))