They also describe and compare biomedical search engines, in the context of information retrieval, literature retrieval, result processing, knowledge retrieval, semantic processing, and integration of external tools.
This paper focuses on the extent to which expertise can impact clinical query formulation, document relevance assessment and retrieval performance in the context of tailoring retrieval models and systems to experts vs. non-experts.
Here we use a quantitative method, widely adopted in the context of information retrieval systems.
Some suggestions have been made in this direction in the context of indexing, retrieval, and classification.
In the context of image retrieval, it is important to select appropriate values for the parameters of HDLA model.
Homomorphic cryptosystems can be used for secure distance computation [12, 13], e.g., in the context of image retrieval [14], fingerprint matching [15], and face recognition [16].
Rane and Boufounos [6] and Boufounos and Rane [11] propose the use of distance-preserving embeddings for privacy-preserving matching and nearest-neighbor searches in the context of image retrieval.
Such an approach has major drawbacks in the context of interactive retrieval, where the user iteratively builds the training data set in a semi-supervised approach by providing positive and negative annotations to the system in the relevance feedback loop.
Different document similarity approaches have been investigated in the context of information retrieval, which defines similarity as a relevance or ranking function [1], [2], [3], [4] typically optimized to maximize precision and/or recall.
