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The DESQ Framework for Declarative and Scalable Frequent Sequence Mining

dc.contributor.authorBeedkar, Kaustubh
dc.contributor.authorGemulla, Rainer
dc.contributor.authorRenz-Wieland, Alexander
dc.contributor.editorDavid, Klaus
dc.contributor.editorGeihs, Kurt
dc.contributor.editorLange, Martin
dc.contributor.editorStumme, Gerd
dc.date.accessioned2019-08-27T12:55:22Z
dc.date.available2019-08-27T12:55:22Z
dc.date.issued2019
dc.description.abstractDESQ is a general-purpose framework for declarative and scalable frequent sequence mining. Applications express their specific sequence mining tasks using a simple yet powerful powerful pattern expression language, and DESQ’s computation engine automatically executes the mining task in an efficient and scalable way. In this paper, we give a brief overview of DESQ and its components.en
dc.identifier.doi10.18420/inf2019_28
dc.identifier.isbn978-3-88579-688-6
dc.identifier.pissn1617-5468
dc.identifier.urihttps://dl.gi.de/handle/20.500.12116/24975
dc.language.isoen
dc.publisherGesellschaft für Informatik e.V.
dc.relation.ispartofINFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft
dc.relation.ispartofseriesLecture Notes in Informatics (LNI) - Proceedings, Volume P-294
dc.subjectData mining
dc.subjectFrequent sequence mining
dc.subjectSubsequence constraints
dc.subjectPattern expressions
dc.subjectDistributed sequence mining
dc.titleThe DESQ Framework for Declarative and Scalable Frequent Sequence Miningen
dc.typeText/Conference Paper
gi.citation.endPage250
gi.citation.publisherPlaceBonn
gi.citation.startPage249
gi.conference.date23.-26. September 2019
gi.conference.locationKassel
gi.conference.sessiontitleData Science

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