Towards a feasibility-driven uncertainty-aware layered architecture for recognizing complex domestic activity

Abstract

International audienceThis paper illustrates some recommended design principles for activity recognition techniques in the smart home domain. These include considerations about acceptability and feasibility and the adoption of realistic human activity models. The paper also presents the architecture of a smart home prototype that is currently under development. In this system, contextual information is obtained through successive abstractions. Mechanisms for assessing and propagating the uncertainty of the recognition process are also discussed

Workshop overview for the international workshop on situation, activity and goal awareness

“…The workshop received 16 submissions, from which 6 papers were accepted as short papers, and 6 papers were selected as full papers [1][2][3][4][5][6][7][8][9][10][11][12]. The papers were accepted after a review process by 2-3 reviewers.…”