By Leandro Pecchia, Liming Chen, Chris Nugent, Jose Bravo
This ebook constitutes the refereed court cases of the sixth overseas Workshop on Ambient Assisted residing, IWAAL 2014, held in Belfast, united kingdom, in December 2014. The forty two complete papers offered with 12 papers of the workshop bet 2014 and 10 papers of a distinct consultation HTA have been conscientiously reviewed and chosen from various submissions. the point of interest of the papers is on following themes: ADL detection, attractiveness, category; behavioural adjustments, training and schooling; AAL layout and technical overview; expression, temper and speech attractiveness; well-being tracking, danger prediction and evaluate; localization; and person personal tastes, usability, AAL attractiveness and adoption.
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Extra info for Ambient Assisted Living and Daily Activities: 6th International Work-Conference, IWAAL 2014, Belfast, UK, December 2-5, 2014. Proceedings
However, they are usually sensitive to noise or input errors which are the reasons for low recognition rate. Therefore, these shortcomings have motivated recent approaches to apply topic models as the eﬀective and novel solution. These approaches such as Latent Dirichlet Allocation (LDA) , Dual Hierarchical Dirichlet Process (DHDP) , can deﬁne the relationship between each atomic activity with its corresponding behavior through the probabilistic model. However, they can not represent relationships fully, especially topic-topic and topic-word, thus missing or incorrect classiﬁcation can occur in both the modelling and recognition stage.
Four scenarios have been considered in this paper. The ability to input the generated data into an object tracking algorithm has also been demonstrated. Future work with the simulator will focus on the modelling of more complex background and foreground heat sources with characteristic heat patterns. For example, the ability to include heat patterns representative of common household objects such as televisions and refrigerators, or heat patterns associated with activities such as opening a window.
The scenarios were prepared as vignettes and would not be used in any session that would affect real life patient treatment. Once the participant submitted their selections, using the various scenarios, a score was displayed along with a recommendation for further assistance if required. The recommendation is based on the score of the digital ADL and differs between 0-5, 6-10, 11-15 and 16-20. The higher the score, the more independent the individual is deemed capable . 3 Results Overall results from the study illustrate that there was a degree of subjectivity and variation between participants in all of the three scenarios.