Identifikasi Syntatical Fault dan Semantical Fault dalam Event Log Menggunakan Trace Clustering

Abstract

A company or an organization usually do several business processes. These business processes will produce large amount of data, usually called an event log. This event log is analyzed using process mining technique with Trace Clustering Method. The purpose of process mining is to obtain useful information from the event log and use it to determine the fault or error that has occurred. Fault to be identified are functional errors or functional faults. Functional fault itself is divided into two types: the syntactical fault (i.e., the fault that occurred due to inappropriate process sequence that has been specified in the design) and semantical fault (i.e., the fault that occurred because the output or the result did not match the design). The system is expected to be useful as an information source for companies and organizations to recognize the errors that often occur in business processes.