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Known-Item Search Success×Cranfield Evaluation Paradigm×
ValdkondLibrary Information ScienceLibrary Information Science
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta19681967
LoojaWilliam S. Cooper (expected search length); IR evaluation traditionCyril W. Cleverdon
TüüpEvaluation pipeline for single-target (known-item) retrievalTest-collection evaluation pipeline for retrieval effectiveness
AlgallikasCooper, W. S. (1968). Expected search length: A single measure of retrieval effectiveness based on the weak ordering action of retrieval systems. American Documentation, 19(1), 30-41. DOI ↗Cleverdon, C. W. (1967). The Cranfield tests on index language devices. Aslib Proceedings, 19(6), 173-194. DOI ↗
RööpnimetusedKnown-Item Retrieval Evaluation, Target Document Search Evaluation, Reciprocal Rank Evaluation, Known-Item Finding SuccessCranfield Methodology, Test Collection Evaluation, Cranfield Tests, Laboratory IR Evaluation
Seotud33
KokkuvõteKnown-item search is the case where the user is looking for one specific document they already know exists — a particular paper, book, web page, or record — rather than exploring a topic. Evaluation is correspondingly specialized: with exactly one correct answer per query, the question is simply how high the system ranks that single target. The natural measures are reciprocal rank (and its mean, MRR), success-at-k, and Cooper's expected search length, which counts how many wrong documents the user must wade through before reaching the right one. These metrics, averaged over many known-item topics, give a clean, interpretable picture of how well a system supports re-finding a specific document.The Cranfield evaluation paradigm is the foundational experimental design for measuring how well an information retrieval system finds relevant documents. Devised by Cyril Cleverdon at the College of Aeronautics in Cranfield during the 1960s, it fixes three ingredients — a document collection, a set of search requests, and human relevance judgments linking requests to documents — and then holds them constant so that competing indexing methods or retrieval algorithms can be compared on recall and precision under controlled, repeatable conditions. By abstracting evaluation away from any single live user and turning it into a reusable laboratory experiment, Cranfield made retrieval effectiveness a measurable quantity and supplied the template that every later large-scale campaign, including TREC, has built upon.
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ScholarGateVõrdle meetodeid: Known-Item Search Success · Cranfield Evaluation Paradigm. Loetud 2026-06-25 aadressilt https://scholargate.app/et/compare