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.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
license
src/main
.gitignore
LICENSE
README.md
pom.xml

README.md

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