Abstract | ||
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When dealing with a specific patient case, physicians are often interested in retrieving a personalized version of a clinical guideline, that is a version tailored to their use needs. In a patient-centric scenario, empowered patients make up another class of users interested in retrieving personalized care plans from a guideline repository. In their previous work, the authors proposed techniques to efficiently provide ontology-based personalized access to very large collections of multi-version clinical guidelines. In this paper, they address the problem of also dealing with a multi-version ontology used to support personalized access to clinical guidelines. The authors' approach allows the semantic indexing of guideline contents with respect to multi-version ontology classes and exploits the IS-A relationship among such classes for granting personalized access. Efficiency is ensured by a newly introduced annotation scheme for guidelines and solutions to cope with the evolution of ontology structure. The tests performed on a prototype implementation confirm the goodness of the approach. |
Year | DOI | Venue |
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2017 | 10.4018/IJSWIS.2017010107 | Int. J. Semantic Web Inf. Syst. |
Keywords | Field | DocType |
Multi-Version Clinical Guidelines, Multi-Version Ontologies, Personalized Access, Semantic Indexing, Temporal Indexing, XML Repositories | Ontology (information science),Ontology,Data mining,Knowledge representation and reasoning,World Wide Web,Information retrieval,Computer science,Semantic Web,Linked data,Knowledge extraction,Digital library,Guideline | Journal |
Volume | Issue | ISSN |
13 | 1 | 1552-6283 |
Citations | PageRank | References |
1 | 0.35 | 29 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Muhammad Ahtisham Aslam | 1 | 3 | 1.75 |
Naif Radi Aljohani | 2 | 159 | 27.35 |