The Open Data Initiative (ODI) has been previously proposed to facilitate the sharing of annotated datasets within the pervasive health care research community. This paper outlines the requirements for the ODI portal based on the ontological data model of the ODI and its typical usage scenarios. In the context of an action research framework, the paper outlines the ODI platform, the design of a prototype user interface for the purposes of initial evaluation and its technical review by third-party researchers (n=3). The main findings from the technical review were found to be the need for a more flexible user interface to reflect the different experimental configurations in the research community, provision for describing dataset usage, and dissemination conditions. The technical review also identified the value of permitting datasets with variable quality, as noisy datasets are useful in the testing of activity recognition algorithms. Revisions to the ODI ontology and platform are proposed based on the findings from this study.
|Title of host publication||MDPI Proceedings|
|Subtitle of host publication||Presented at the 12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, Dominican Republic, 4–7 December 2018.|
|Number of pages||7|
|Publication status||Published - 23 Oct 2018|
|Event||12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, , 4–7 December 2018 - , Dominican Republic|
Duration: 4 Dec 2018 → 7 Dec 2018
|Conference||12th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2018), Punta Cana, , 4–7 December 2018|
|Period||4/12/18 → 7/12/18|
Bibliographical noteDuplicate output was merged so both manuscripts are available. Closed the latest uploaded version.
- Open Data Initiative
- sharing of annotated datasets