A kinect-based vocational task prompting system for individuals with cognitive impairments

NCUIR > College of Electrical Engineering & Computer Science > Department of Computer Science and information Engineering > journal & Dissertation > Item 987654321/106044

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/106044

Title:	A kinect-based vocational task prompting system for individuals with cognitive impairments
Authors:	周立德;Chang, Yao-Jen;Chou, Li-Der;Wang, Frank Tsen-Yung;Chen, Shu-Fang
Contributors:	資訊電機學院資訊工程學系
Keywords:	Applied sciences;Artificial intelligence;Cognitive ability;Communities;Computer Science;Computer science;control theory;systems;Computer systems and distributed systems. User interface;Developmental disabilities;Disabilities;Exact sciences and technology;Handicapped assistance devices;Impairment;Mobile Computing;Original Article;Pattern recognition. Digital image processing. Computational geometry;Personal Computing;Rehabilitation;Skill development;Software;Strategy;Task analysis;Tasks;Training;User Interfaces and Human Computer Interaction
Date:	2013-02-01
Issue Date:	2026-04-23 13:05:43 (UTC+8)
Publisher:	Springer London;London: Springer-Verlag
Abstract:	摘要： Difficulties in executing daily living tasks hamper the quality of life of many individuals with cognitive impairments who are otherwise physically mobile. With sufficient and appropriate support on the job, many people with developmental disabilities and cognitive impairments are capable of participating in the world of work to various levels. Kinect is used as assistive technology for individuals with cognitive impairments to achieve the goal of performing task steps independently. In a community-based rehabilitation program under the guidance of three job coaches, a task prompting system called Kinempt was designed to assist four participants involving pre-service food preparation training. The study assessed the effectiveness of Kinempt in terms of precision and recall. A follow-up comparative study then evaluated a baseline method and the system of least prompts against the Kinempt system. Results indicate that for participants with cognitive disabilities, acquisition of job skills may be facilitated by use of Kinempt in conjunction with operant conditioning strategies. Our findings suggest that the image recognition technology may be able to facilitate task prompts needed by people with cognitive impairments. Therefore, the system may be helpful for pre-service training while increasing independence in the process of community integration. 其他題名： Pers Ubiquit Comput 出版者： London: Springer-Verlag 出版日期： 2013-02-01 出處： Personal and ubiquitous computing, 2013-02, Vol.17 (2), p.351-358 資源來源： Alma/SFX Local Collection 版權： Springer-Verlag London Limited 2011 版權： 2014 INIST-CNRS 版權： Springer-Verlag London 2013 識別號： ISSN: 1617-4909 識別號： EISSN: 1617-4917 識別號： DOI: 10.1007/s00779-011-0498-6
Appears in Collections:	[Department of Computer Science and information Engineering] journal & Dissertation

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