Dialogue agents for artificial intelligence-based conversational systems for cognitively disabled: a systematic review.
We present a systematic literature review of dialogue agents for Artificial Intelligence (AI) and agent-based conversational systems dealing with cognitive disability of aged and impaired people including dementia and Parkinson's disease. We analyze current applications, gaps, and challenges in the...
| Publicado en: | Disability & Rehabilitation: Assistive Technology Vol. 19; no. 3; pp. 1059 - 1079 |
|---|---|
| Autores principales: | , , |
| Formato: | research systematic review tables/charts Journal Article |
| Publicado: |
Taylor & Francis Ltd
Apr2024
|
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=176495485&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 176495485 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 17483107 1X04 jtl: Disability & Rehabilitation: Assistive Technology issn: 17483107 maglogo: Y pubinfo: dt: Apr2024 vid: 19 iid: 3 pid: 377 pub: Taylor & Francis Ltd place: Philadelphia, Pennsylvania artinfo: ui: 176495485 160330111 176495485 176495485 10.1080/17483107.2022.2146768 176495485 ppf: 1059 ppct: 20 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Dialogue agents for artificial intelligence-based conversational systems for cognitively disabled: a systematic review. aug: au: Huq, Syed Mahmudul Maskeliūnas, Rytis Damaševičius, Robertas affil: Faculty of Informatics, Kaunas University of Technology, Kaunas, Lithuania sug: subj: Cognition Disorders Persons with Disabilities Conversation Artificial Intelligence Human Systematic Review PubMed Assisted Living Aged Dementia Parkinson Disease Natural Language Processing Digital Health Aged: 65+ years ab: We present a systematic literature review of dialogue agents for Artificial Intelligence (AI) and agent-based conversational systems dealing with cognitive disability of aged and impaired people including dementia and Parkinson's disease. We analyze current applications, gaps, and challenges in the existing research body, and provide guidelines and recommendations for their future development and use. We perform this study by applying Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) criteria. We performed a systematic search using relevant databases (ACM Digital Library, Google Scholar, IEEE Xplore, PubMed, and Scopus). This study identified 468 articles on the use of conversational agents in healthcare. We finally selected 124 articles based on their objectives and content as directly related to our main topic. We identified the main challenges in the field and analyzed the typical examples of the application of conversational agents in the healthcare domain, the desired characteristics of conversational agents, and chatbot support for aged people and people with cognitive disabilities. Our results contribute to a discussion on conversational health agents and emphasize current knowledge gaps and challenges for future research. A systematic literature review of dialogue agents for artificial intelligence and agent-based conversational systems dealing with cognitive disability of aged and impaired people. Main challenges and desired characteristics of the conversational agents, and chatbot support for aged people and people with cognitive disability. Current knowledge gaps and challenges for remote healthcare and rehabilitation. Guidelines and recommendations for future development and use of conversational systems. pubtype: Academic Journal doctype: research systematic review tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
|---|