Nov 7, 2017 · Abstract:We provide efficient support for applications that aim to continuously find pairs of similar sets in rapid streams of sets.
Translated title of the contribution, SWOOP: Top-k Similarity Joins over Set Streams. Original language, English. Number of pages, 13. Journal, arXiv.
This work proposes SWOOP, a highly scalable stream join algorithm that makes it possible to efficiently maintain the top-$k$ most similar tweets from a pair ...
We propose SWOOP, a highly scalable stream join algorithm that solves these issues. Novel indexing techniques and sophisticated filters efficiently prune ...
Top-k Similarity Joins over Set Streams. Source Code.
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Originalsprog, Engelsk. Publikationsdato, nov. 2017. Antal sider, 13. Status, Udgivet - nov. 2017. Begivenhed, 43rd International Conference on Very Large ...
Oct 30, 2021 · Tree similarity join is useful for analyzing tree structured data. The traditional threshold-based tree similarity join requires a ...
Swoop: Top-k similarity joins over set streams. W Mann, N Augsten, CS Jensen. arXiv preprint arXiv:1711.02476, 2017. 5, 2017. New Weighting Schemes for Meta ...
SWOOP: Top-k Similarity Joins over Set Streams · W. MannNikolaus AugstenChristian S. Jensen. Computer Science. ArXiv. 2017. TLDR. This work proposes SWOOP, a ...
Set similarity joins compute all pairs of similar sets from two collections of sets. Set similarity joins are typically implemented in a filter-verify ...