Literature DB >> 30033861

Dialogue Systems and Conversational Agents for Patients with Dementia: The Human-Robot Interaction.

Alessandro Russo1, Grazia D'Onofrio2,3, Aldo Gangemi1, Francesco Giuliani4, Misael Mongiovi1, Francesco Ricciardi4, Francesca Greco2, Filippo Cavallo3, Paolo Dario3, Daniele Sancarlo2, Valentina Presutti1, Antonio Greco2.   

Abstract

This study aimed to identify and describe the fundamental characteristics of spoken dialogue systems, and their role in supporting human-robot interaction and enabling the communication between socially assistive robots and patients with dementia. First, this work provides an overview of spoken dialogue systems by considering the underlying technologies, approaches, methods, and general issues. Then, the analysis focuses on studies, systems, and approaches that have investigated the role of dialogue systems and conversational agents in the interaction with elderly people with dementia by presenting the results of a literature review. While the overview of spoken dialogue systems relies on existing surveys and reviews, a research was conducted to identify existing works in the literature that have investigated the role of conversational agents and dialogue systems in the elderly and people with cognitive impairments. Inclusion criteria were as follows: (1) use of conversational agents, dialogue systems, or language processing tools for people with cognitive impairments; (2) age ≥60 years; (3) diagnosis of dementia according to National Institute on Aging-Alzheimer's Association (NIAAA) criteria; (4) presence of tests or experiments with qualitative or quantitative results. Initially 125 studies published between 2000 and 2017 were identified, of which 12 met the inclusion criteria. The review identifies the issues and challenges that are reported when conversational agents and speech-based interfaces have been used for interacting with people with cognitive impairments. In addition, the review led to the identification of studies that have investigated speech processing and natural language processing capabilities to assess the cognitive status of people with dementia.

Entities:  

Keywords:  conversational agents; human–robot interaction; natural language processing; socially assistive robotics; spoken dialogue systems

Mesh:

Year:  2018        PMID: 30033861     DOI: 10.1089/rej.2018.2075

Source DB:  PubMed          Journal:  Rejuvenation Res        ISSN: 1549-1684            Impact factor:   4.663


  4 in total

Review 1.  Conversational Interfaces for Health: Bibliometric Analysis of Grants, Publications, and Patents.

Authors:  Zhaopeng Xing; Fei Yu; Jian Du; Jennifer S Walker; Claire B Paulson; Nandita S Mani; Lixin Song
Journal:  J Med Internet Res       Date:  2019-11-18       Impact factor: 5.428

2.  Development Issues of Healthcare Robots: Compassionate Communication for Older Adults with Dementia.

Authors:  Tetsuya Tanioka; Tomoya Yokotani; Ryuichi Tanioka; Feni Betriana; Kazuyuki Matsumoto; Rozzano Locsin; Yueren Zhao; Kyoko Osaka; Misao Miyagawa; Savina Schoenhofer
Journal:  Int J Environ Res Public Health       Date:  2021-04-24       Impact factor: 3.390

Review 3.  The Effectiveness of Artificial Intelligence Conversational Agents in Health Care: Systematic Review.

Authors:  Madison Milne-Ives; Caroline de Cock; Ernest Lim; Melissa Harper Shehadeh; Nick de Pennington; Guy Mole; Eduardo Normando; Edward Meinert
Journal:  J Med Internet Res       Date:  2020-10-22       Impact factor: 5.428

Review 4.  Technical Challenges for Smooth Interaction With Seniors With Dementia: Lessons From Humanitude™.

Authors:  Hidenobu Sumioka; Masahiro Shiomi; Miwako Honda; Atsushi Nakazawa
Journal:  Front Robot AI       Date:  2021-06-02
  4 in total

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