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SparkTrails is a MapReduce implementation of HypTrails for comparing hypotheses about (Markovian) sequential data. This repository holds the basic libraries implementing SparkTrails based on Apache Spark.

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SparkTrails

SparkTrails is a MapReduce implementation of HypTrails for comparing hypotheses about human trails based on Apache Spark. There is a conference publication describing some details:

Martin Becker; Hauke Mewes; Andreas Hotho; Dimitar Dimitrov; Florian Lemmerich; Markus Strohmaier
SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails
In J. Bourdeau, J. Hendler, R. Nkambou, I. Horrocks & B. Y. Zhao (eds.), WWW (Companion Volume) (p./pp. 17-18), : ACM. ISBN: 978-1-4503-4144-8
[PDF]

Quickstart

For a quickstart tutorial please see the project page: http://hyptrails.github.io/sparktrails/

Contact

Martin Becker
DMIR Group, University of Würzburg
becker@informatik.uni-wuerzburg.de

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SparkTrails is a MapReduce implementation of HypTrails for comparing hypotheses about (Markovian) sequential data. This repository holds the basic libraries implementing SparkTrails based on Apache Spark.

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