Login (DCU Staff Only)
Login (DCU Staff Only)

DORAS | DCU Research Repository

Explore open access research and scholarly works from DCU

Advanced Search

Dashboard visualisation of lifelog data for summarisation and pattern recognition to promote behavioural change

Duane, Aaron orcid logoORCID: 0000-0002-9825-1654, Gurrin, Cathal orcid logoORCID: 0000-0003-2903-3968 and Monaghan, David orcid logoORCID: 0000-0002-5169-9902 (2016) Dashboard visualisation of lifelog data for summarisation and pattern recognition to promote behavioural change. In: Measuring Behavior 2016, 25-27 May 2016, Dublin, Ireland. ISBN 978-1-873769-59-1

Abstract
Lifelogging is a form of pervasive computing, which is capable of recording a catalogue of the totality of an individual’s experiences. Lifelogging data can take many forms from daily step counts, sleep monitoring and heart rate data to location based information to video/image diaries from cameras embedded into glasses or clothing or worn. From the perspective of behavioural change, lifelog data is an invaluable resource that can contain many potential insights into a person's patterns and experiences. One major issue with Lifelogging is the sheer volume of user generated data and analysing this wealth of data in a coherent and efficient manner can become increasingly difficult as the datasets become larger and more varied. Through utilising data visualisation techniques in a dashboard interface, or similar, one can make high-level analyses and summarisations of this data much more achievable. This visually intuitive approach to disseminating rich datasets alongside automated and algorithmic machine-learning techniques can lead to valuable user insights and the potential to significantly promote behavioural change.
Metadata
Item Type:Conference or Workshop Item (Paper)
Event Type:Conference
Refereed:Yes
Uncontrolled Keywords:Behavioral Research
Subjects:Computer Science > Computer software
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Official URL:https://www.measuringbehavior.org/mb2016/home.html
Use License:This item is licensed under a Creative Commons Attribution-NonCommercial-Share Alike 3.0 License. View License
ID Code:23052
Deposited On:04 Mar 2019 12:37 by Cathal Gurrin . Last Modified 19 May 2021 11:41
Documents

Full text available as:

[thumbnail of Dashboard visualisation.pdf]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
1MB
Downloads

Downloads

Downloads per month over past year

Archive Staff Only: edit this record