Type

Book Chapter

Authors

Alan F. Smeaton
Yang Yang
Julia O'Rourke
Kate Irving
Cathal Gurrin
Ronan Collins
Niamh Caprani
Adam Bermingham

Subjects

Computer Science

Topics
geriatric nursing digital video system development video content information retrieval multimedia systems content based mental health

Recommending video content for use in group-based reminiscence therapy (2015)

Abstract REMPAD is a semi-automated cloud-based system used to facilitate digital reminiscence therapy for patients with mild-to-moderate dementia, enacted in a group setting. REMPAD uses profiles for participants and groups to proactively recommend interactive video content from the Internet to match these profiles. In this chapter, we focus on the design of the system and then the system architecture, the system build, data curation, and usage scenarios. We also report a series of steps carried out as part of our user-centered design approach to system development, and a series of analyses on interaction logs which indicate various levels of effectiveness for different configurations of the recommendation algorithm we use. The results indicate high user satisfaction when using the system, and strong tendency towards repeated use in future.
Collections Ireland -> Dublin City University -> Publication Type = Book Section
Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Science and Health
Ireland -> Dublin City University -> Subject = Computer Science: Multimedia systems
Ireland -> Dublin City University -> Subject = Medical Sciences: Geriatric nursing
Ireland -> Dublin City University -> Subject = Medical Sciences: Mental health
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: INSIGHT Centre for Data Analytics
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> Subject = Medical Sciences
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Science and Health: School of Nursing and Human Sciences
Ireland -> Dublin City University -> Subject = Computer Science: Information retrieval
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing
Ireland -> Dublin City University -> Subject = Computer Science: Digital video

Full list of authors on original publication

Alan F. Smeaton, Yang Yang, Julia O'Rourke, Kate Irving, Cathal Gurrin, Ronan Collins, Niamh Caprani, Adam Bermingham

Experts in our system

1
Alan F. Smeaton
Dublin City University
Total Publications: 450
 
2
Yang Yang
Dublin City University
Total Publications: 16
 
3
Julia O'Rourke
Dublin City University
Total Publications: 3
 
4
Cathal Gurrin
Dublin City University
Total Publications: 182
 
5
Ronan Collins
Dublin City University
Total Publications: 3
 
6
Niamh Caprani
Dublin City University
Total Publications: 27
 
7
Adam Bermingham
Dublin City University
Total Publications: 15