Title :
Towards context-aware task recommendation
Author :
Vo, Chuong Cong ; Torabi, Torab ; Loke, Seng W.
Author_Institution :
Dept. of Comput. Sci. & Comput. Eng., La Trobe Univ., Bundoora, VIC, Australia
Abstract :
Pervasive computing environments can provide a diverse range of computing capabilities. But they are overwhelming for us as we attempt to accomplish our daily tasks. We need to know what resources are at hand and what tasks a PCE supports. Our ongoing research aims to minimise this overload by proposing a context-aware task recommender system named TASKREC which can recommend or automatically accomplish feasible and relevant tasks for users according to user´s situation and environment capabilities. This paper formalises the problem of task recommendation, presents a system architecture for TASKREC, and an early prototype implementation. Finally, we suggest open opportunities for future research on adaptation techniques for context-aware systems.
Keywords :
recommender systems; task analysis; ubiquitous computing; PCE supports; TaskRec; context-aware task recommendation; pervasive computing; prototype implementation; system architecture; Cognition; Computer architecture; Computer science; Context-aware services; Fabrics; Pervasive computing; Prototypes; Recommender systems; Space technology; Stress; Context-Awareness; Pervasive Computing; Recommender Systems; Task Computing; Task Recommendation;
Conference_Titel :
Pervasive Computing (JCPC), 2009 Joint Conferences on
Conference_Location :
Tamsui, Taipei
Print_ISBN :
978-1-4244-5227-9
Electronic_ISBN :
978-1-4244-5228-6
DOI :
10.1109/JCPC.2009.5420173