Is ‘Context-Aware Reasoning = Case-Based Reasoning’?

Context-aware solutions for asthma condition management: a survey

“…The origin of context-awareness is associated with the need to improve human-computer interaction in some research areas like Ubiquitous Computing or IE. Context-awareness is used to interpret what users need [21]. IEs are built on three concepts: pervasive and ubiquitous computing, smart environments and ambient intelligence.…”

“…As can be seen, all the challenges, but Security, privacy and trust, are related to integrating highly heterogeneous data sources efficiently. The integration concern related to context-awareness can be explained by arguing that context-aware solutions acquire heterogeneous data that need to be modelled and translated in a meaningful way, so it can be reasoned to obtain higher level information [21]. Finally, the data needs to be ready for different applications on demand.…”

Context Aware Virtual Assistant with Case-Based Conflict Resolution in Multi-User Smart Home Environment

“…Introducing the reason is the way to increase usability of the system through the implicit interpretation of user needs. Con-text awareness of the system is the key for creating high usability by making the interaction between user and system more natural [6]. We have used "Ceteris paribus" preferences binary tree representation.…”

“…The result of finding best match is stored inside the cases database to update the cases database and adapt old solution to the new variables and environment. CBR is based on a suggestion that the similar cases have similar solution [6].…”

“…Firstly, it was proposed to use linear representation of the input. As a result, the input to the CBR system was in the form of 14 variable arrays, where two of them -user types 5 and others were linear binomial representation of reasons 6 . Secondly, it was proposed to use preference based weights for each of the reason inputs based on user preferences.…”