Title :
Neuro-fuzzy advisor for mouse setting in Microsoft Windows
Author :
Tracey, Michael ; Winters, M. S Jack
Author_Institution :
Dept. of Biomed. Eng., Catholic Univ. of America, Washington, DC, USA
Abstract :
The use of computer interface technology by persons with disabilities often requires the advice of an expert. This guidance is difficult to acquire because it is highly dependent upon human knowledge, and on measures of task performance. An advisor or `software wizard´ which captures this expert knowledge and tunes Windows accessibility parameters would provide a very useful assistive technology. Using MATLAB, an interactive neuro-fuzzy system was developed and trained to recommend mouse settings when using Windows
Keywords :
fuzzy logic; fuzzy neural nets; graphical user interfaces; handicapped aids; learning (artificial intelligence); medical expert systems; mouse controllers (computers); patient rehabilitation; speech-based user interfaces; GUI; MATLAB; Microsoft Windows; Windows accessibility parameters; assistive technology; computer interface technology; default settings; expert system; fuzzy logic; inference system; interactive neuro-fuzzy system; linguistic output; mouse setting; neuro-fuzzy advisor; persons with disabilities; software wizard; Expert systems; Fuzzy logic; Fuzzy sets; Fuzzy systems; Graphical user interfaces; Humans; MATLAB; Mice; Neural networks; Operating systems;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.802742
