v2.3.0: Business Process Mining

In this release, we added functionality to extract Declare constraints from the indexed logs. The idea is to efficiently utilize the built indices to prune the search space and accurately calculate their support, by only retrieving the minimum amount of data.

v2.1.0: Merge pull request #12 from mavroudo/v2

Fix a number of bugs and integrate it with the siesta-ui

SIESTA v2

• Integrate SASE with SIESTA to increase expressivity
• Explainable results
• Support for S3, as a database for storing the inverted indices
• Implementation of the pruning phase on Apache Spark
• Multiple interfaces for additional databases, query types, and query execution plans
• Integration of Swagger-ui
• javadoc

Original implementation of SIESTA

• Arbitrary pattern detection utilizing the inverted indices
• Exploration queries with 3 different modes, to explore possible extension of the query pattern
• Integration of Signature method
• Integration of Set-Containment method
• Connection with Cassandra, where indices are stored