This paper presents a visual tool – AVIATOR – that integrates the progressive visual analytics paradigm in the IR evaluation process. This tool serves to speed-up and facilitate the performance assessment of retrieval models enabling a result analysis through visual facilities. AVIATOR goes one step beyond the common “compute–wait–visualize” analytics paradigm, introducing a continuous evaluation mechanism that minimizes human and computational resource consumption.
A progressive visual analytics tool for incremental experimental evaluation
Giachelle F.
;Silvello G.
2019
Abstract
This paper presents a visual tool – AVIATOR – that integrates the progressive visual analytics paradigm in the IR evaluation process. This tool serves to speed-up and facilitate the performance assessment of retrieval models enabling a result analysis through visual facilities. AVIATOR goes one step beyond the common “compute–wait–visualize” analytics paradigm, introducing a continuous evaluation mechanism that minimizes human and computational resource consumption.
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