Sentence examples for relevance of document from inspiring English sources

Ground truth test collections for the evaluation of document retrieval systems have sets of queries and documents for which human experts have judged the relevance of document query pairs.

He finds that users wish for greater interactive opportunities to determine for themselves the potential relevance of documents, and that a parts-of-document approach is preferable for many information retrieval situations.

We created a corpus of 450 judgments that identify on a four-point scale the relevance of documents to reactions randomly selected from a set of four PANTHER DB pathways and used it to evaluate simple ranking heuristics, advanced heuristics informed by evaluation of the training set and three machine learning-based ranking methods.

We manually annotate document-reaction pairs with the relevance of the document to the reaction and use this annotation to study several ranking methods, using various heuristic and machine-learning approaches.

BioText emphasizes the display of a richer document surrogate, thus facilitating the assessment of the relevance of a document directly within the retrieval results.

Some signals measure the relevance of the document to the query (e.g., BM25), while others measure the relevance of the document to the user at the current moment in time," they explained in the blog post.

The clues to the relevance of a document usually can be taken at face value.

The context is used to improve the relevance of the document retrieval on the Web, aiming to support collaborative learning.

Then, the task of finding buggy files is reduced to the IR problem of determining the relevance of a document to a query.

Fritzen et al. [21], for example, presented a proposal that aimed to model context from social network messages, and used this information to improve the relevance of Web document retrieval, wishing to support collaborative learning.

The similarity value stated in the VSM indicates the relevance of a document for a query.