Orientation system based on speculative computation and trajectory mining

Assistive technologies help users with disabilities (physical, sensory, intellectual) to perform tasks that were difficult or impossible to execute. Thus, the user autonomy is increased through this technology. Although some adaptation of the user might be needed, the effort should be minimum in ord...

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Bibliographic Details
Main Author: Ramos, João Ricardo Martins (author)
Other Authors: Oliveira, Tiago José Martins (author), Satoh, Ken (author), Neves, José (author), Novais, Paulo (author)
Format: conferencePaper
Language:eng
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/1822/50536
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/50536
Description
Summary:Assistive technologies help users with disabilities (physical, sensory, intellectual) to perform tasks that were difficult or impossible to execute. Thus, the user autonomy is increased through this technology. Although some adaptation of the user might be needed, the effort should be minimum in order to use devices that convey assistive functionalities. In cognitive disabilities a common diminished capacity is orientation, which is crucial for the autonomy of an individual. There are several research works that tackle this problem, however they are essentially concerned with user guidance and application interface (display of information). The work presented herein aims to overcome these systems through a framework of Speculative Computation, which adds a prediction feature for the next move of the user. With an anticipation feature and a trajectory mining module the user is guided through a preferred path receiving anticipated alerts before a possible shift in the wrong direction.