Academic information retrieval using citation clusters: in-depth evaluation based on systematic reviews
نویسندگان
چکیده
Abstract The field of science mapping has shown the power citation-based clusters for literature analysis, yet this technique barely been used information retrieval tasks. This work evaluates performance We simulated a search process with tree hierarchy and cluster selection algorithm. evaluated task finding relevant documents 25 systematic reviews. Our evaluation considered several trade-offs between recall precision selection. also replicated Boolean queries self-reported by reviews to serve as reference. found that clusters’ is highly variable unpredictable, best users prefer over at ratio 2 8, are able complement query-based additional documents.
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ژورنال
عنوان ژورنال: Scientometrics
سال: 2023
ISSN: ['1588-2861', '0138-9130']
DOI: https://doi.org/10.1007/s11192-023-04681-x