Abstract
We report experience in requirements elicitation of domain knowledge from experts in clinical and cognitive neurosciences. The elicitation target was a causal model for early signs of dementia indicated by changes in user behaviour and errors apparent in logs of computer activity. A Delphi-style process consisting of workshops with experts followed by a questionnaire was adopted. The paper describes how the elicitation process had to be adapted to deal with problems encountered in terminology and limited consensus among the experts. In spite of the difficulties encountered, a partial causal model of user behavioural pathologies and errors was elicited. This informed requirements for configuring data- and text-mining tools to search for the specific data patterns. Lessons learned for elicitation from experts are presented, and the implications for requirements are discussed as “unknown unknowns”, as well as configuration requirements for directing data-/text-mining tools towards refining awareness requirements in healthcare applications.
| Original language | English |
|---|---|
| Number of pages | 20 |
| Journal | Requirements engineering |
| Early online date | 30 Jul 2018 |
| DOIs | |
| Publication status | E-pub ahead of print - 30 Jul 2018 |
Bibliographical note
This article is published under an open access license. Please check the 'Copyright Information' section for details of this license and what re-use is permitted. If your intended use exceeds what is permitted by the license or if you are unable to locate the licence and re-use information, please contact the Rights and Permissions team.Keywords
- Causal models
- Data mining
- Domain knowledge
- Experts
- Medical informatics
- Requirements elicitation
Fingerprint Dive into the research topics of 'Known and unknown requirements in healthcare'. Together they form a unique fingerprint.
Profiles
Peter Sawyer
- Engineering & Applied Science
- Computer Science - Professor in Computer Science
Person: Academic