International business machines corporation (20250005495). ADAPTIVE PROCESS REPRESENTATION
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 20250005495 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.