ADAPTIVE PROCESS REPRESENTATION

Organization Name

International Business Machines Corporation

Inventor(s)

Jayachandu Bandlamudi of Guntur (IN)

Kushal Mukherjee of New Delhi (IN)

Prerna Agarwal of New Delhi (IN)

Renuka Sindhgatta Rajan of Bengaluru (IN)

ADAPTIVE PROCESS REPRESENTATION

This abstract first appeared for US patent application 18342047 titled 'ADAPTIVE PROCESS REPRESENTATION

Original Abstract Submitted

Methods and systems for process analysis include determining attributes of an event log relating to a process. Attributes of an end task of the process are determined based on a comparison of a vector representation of the end task to vector representations to a set of criteria relating to process representations. Hyper-parameters of process mining models are tuned based on the attributes of the event log and the attributes of the end task. The process mining models are ranked based on the attributes of the event log and the attributes of the end task. The event log is mined using a top-ranked process mining model to generate a process representation. An inefficiency of the process is identified based on the process representation. The inefficiency is automatically corrected.