heuristicsmineR

Discovery of Process Models with the Heuristics Miner

Provides the heuristics miner algorithm for process discovery as proposed by Weijters et al. (2011) <doi:10.1109/CIDM.2011.5949453>. The algorithm builds a causal net from an event log created with the 'bupaR' package. Event logs are a set of ordered sequences of events for which 'bupaR' provides the S3 class eventlog(). The discovered causal nets can be visualised as 'htmlwidgets' and it is possible to annotate them with the occurrence frequency or processing and waiting time of process activities.

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Description file content

Package
heuristicsmineR
Type
Package
Title
Discovery of Process Models with the Heuristics Miner
Version
0.2.1
Description
Provides the heuristics miner algorithm for process discovery as proposed by Weijters et al. (2011) . The algorithm builds a causal net from an event log created with the 'bupaR' package. Event logs are a set of ordered sequences of events for which 'bupaR' provides the S3 class eventlog(). The discovered causal nets can be visualised as 'htmlwidgets' and it is possible to annotate them with the occurrence frequency or processing and waiting time of process activities.
License
MIT + file LICENSE
Encoding
UTF-8
LazyData
true
LinkingTo
Rcpp, BH
SystemRequirements
C++11
Depends
R (>= 2.10)
Imports
DiagrammeR (>= 1.0.0), magrittr, dplyr, processmapR (>= 0.3.1), petrinetR, bupaR, purrr, tidyr, rlang, scales, Rcpp, ggplot2, ggthemes, data.table
Suggests
eventdataR, edeaR, svgPanZoom, DiagrammeRsvg
RoxygenNote
6.1.1
URL
BugReports
https://github.com/fmannhardt/heuristicsmineR/issues
NeedsCompilation
yes
Packaged
2019-05-14 20:28:04 UTC; felixm
Author
Felix Mannhardt [aut, cre]
Maintainer
Felix Mannhardt
Repository
CRAN
Date/Publication
2019-05-14 21:00:17 UTC

install.packages('heuristicsmineR')

0.2.1

8 days ago

https://github.com/fmannhardt/heuristicsmineR

Felix Mannhardt

MIT + file LICENSE

Depends on

R (>= 2.10)

Imports

DiagrammeR (>= 1.0.0), magrittr, dplyr, processmapR (>= 0.3.1), petrinetR, bupaR, purrr, tidyr, rlang, scales, Rcpp, ggplot2, ggthemes, data.table

Suggests

eventdataR, edeaR, svgPanZoom, DiagrammeRsvg

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