Creation of a new evaluation benchmark for information retrieval targeting patient information needs
Goeuriot, Lorraine, Kelly, Liadh, Jones, Gareth J.F., Zuccon, Guido, Suominen, Hanna, Hanbury, Allan, Müller, Henning, & Leveling, Johannes (2013) Creation of a new evaluation benchmark for information retrieval targeting patient information needs. In 5th International Workshop on Evaluating Information Access (EVIA 2013), June 18, 2013, National Institute of Informatics, Tokyo.
Searching for health advice on the web is becoming increasingly common. Because of the great importance of this activity for patients and clinicians and the effect that incorrect information may have on health outcomes, it is critical to present relevant and valuable information to a searcher. Previous evaluation campaigns on health information retrieval (IR) have provided benchmarks that have been widely used to improve health IR and record these improvements. However, in general these benchmarks have targeted the specialised information needs of physicians and other healthcare workers. In this paper, we describe the development of a new collection for evaluation of effectiveness in IR seeking to satisfy the health information needs of patients. Our methodology features a novel way to create statements of patients’ information needs using realistic short queries associated with patient discharge summaries, which provide details of patient disorders. We adopt a scenario where the patient then creates a query to seek information relating to these disorders. Thus, discharge summaries provide us with a means to create contextually driven search statements, since they may include details on the stage of the disease, family history etc. The collection will be used for the first time as part of the ShARe/-CLEF 2013 eHealth Evaluation Lab, which focuses on natural language processing and IR for clinical care.
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|Item Type:||Conference Paper|
|Divisions:||Current > Institutes > Institute for Future Environments
Current > Schools > School of Information Systems
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2013 [please consult the author]|
|Deposited On:||07 May 2014 00:52|
|Last Modified:||08 May 2014 01:09|
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