منابع مشابه
Conformance Checking of Software Development Processes Through Process Mining
The design and management of software development processes is essential to reduce costs and improve the quality of software products. The execution of such processes is usually monitored to register important information about the dynamic behavior of the software development process. As a result, a huge amount of information is stored in the database and the software managers are deluged by da...
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One approach to secure systems is through the analysis of audit trails. An audit trail is a record of all events that take place in a system and across a network, i.e., it provides a trace of user/system actions so that security events can be related to the actions of a specific individual or system component. Audit trails can be inspected for the presence or absence of certain patterns. This p...
متن کاملProcess Discovery and Conformance Checking Using Passages
The two most prominent process mining tasks are process discovery (i.e., learning a process model from an event log) and conformance checking (i.e., diagnosing and quantifying differences between observed and modeled behavior). The increasing availability of event data makes these tasks highly relevant for process analysis and improvement. Therefore, process mining is considered to be one of th...
متن کاملProcess Conformance Checking by Relaxing Data Dependencies
Given the events modeled by a business process, it may happen in the presence of alternative execution paths that the data required by a certain event determines somehow what event is executed next. Then, the process can be modeled by using an approximate functional dependency between the data required by both events. We apply this approach in the context of conformance checking: given a busine...
متن کاملDistributed Process Discovery and Conformance Checking
Process mining techniques have matured over the last decade and more and more organization started to use this new technology. The two most important types of process mining are process discovery (i.e., learning a process model from example behavior recorded in an event log) and conformance checking (i.e., comparing modeled behavior with observed behavior). Process mining is motivated by the av...
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ژورنال
عنوان ژورنال: Information Systems
سال: 2021
ISSN: ['0306-4379', '1873-6076']
DOI: https://doi.org/10.1016/j.is.2021.101851