Abstract
![CDATA[We propose analysis, performance and evaluation of different Information retrieval models with a foundational implementation system to the Healthcare Data Analytics. In this type of systems, patients post questions to patient/ caregiver support forums. To reduce repetitiveness due to previously asked questions by other patients with similar conditions, albeit worded differently, the proposed system will other patients questions that are semantically similar to theirs. The problem is re-formulated as an Information Retrieval (IR) problem and several of the modern implementations of IR models particularly the probabilistic models are available to tackle this problem. Specifically, we utilized Lucene which offers a full-text search library by adding search functionality to our foundational model and system implementation.]]
Original language | English |
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Title of host publication | Proceedings of the 31st International Workshop on Statistical Modelling, July 4-8, 2016, Rennes, France |
Publisher | Centre Henry Lebesgue, Centre de Mathematiques |
Pages | 207-212 |
Number of pages | 6 |
Publication status | Published - 2016 |
Event | International Workshop on Statistical Modelling - Duration: 4 Jul 2016 → … |
Conference
Conference | International Workshop on Statistical Modelling |
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Period | 4/07/16 → … |
Keywords
- information retrieval
- big data
- data mining
- medical informatics
- statistics