About the paper
| Title |
Enhancing Semantic Interoperability in Healthcare using Semantic Process Mining |
| Book |
ICIST 2016 Proceedings |
| Pages |
80-85 |
| Abstract: Semantic interoperability plays an important
role in healthcare domain, essentially it concerns the action
of sharing the meaning between the involved entities. The
enterprises store all the execution processes data as event
log files. The process mining method is one among the
possible methods that enable the processes analysis behavior
in order to understand, optimize and improve them.
However, the standard process mining approaches analyze
the process based only on the event log label strings, without
consider the semantics behind this label. A semantic
approach on the event logs might overcome this problem
and could enable the use, reuse and sharing of the
embedded knowledge. Most of the research developed in
this area focuses on the process dynamic behavior or in
clarifying the meaning of the event log label. Therefore, less
attention has been paid in the knowledge injection
perspective. In this context, the objective of this paper is to
show a procedure, in its preliminary state, to enhance the
semantic interoperability through the semantic enrichment
of event logs with domain ontologies and the application of a
formal approach, named Formal Concept Analysis. |
Full citation
Detro, S.,
Morozov, D.,
Lezoche, M.,
Panetto, H.,
Santos, E.,
Zdravković, M.
Enhancing Semantic Interoperability in Healthcare using Semantic Process Mining. In:
Konjović, Z.,
Zdravković, M.,
Trajanović, M.
(Eds.)
ICIST 2016 Proceedings, pp.80-85, 2016
Keywords
Semantic annotation
Healthcare Information Systems