Agile development with software process mining

V Rubin, I Lomazova, WMP Aalst - Proceedings of the 2014 international …, 2014 - dl.acm.org
Modern companies continue investing more and more in the creation, maintenance and
change of software systems, but the proper specification and design of such systems …

Systematic mapping study on process mining in agile software development

S Erdem, O Demirörs, F Rabhi - … 2018, Thessaloniki, Greece, October 9–10 …, 2018 - Springer
Process mining is a process management technique that allows for the analysis of business
processes based on the event logs and its aim is to discover, monitor and improve executed …

Process mining can be applied to software too!

VA Rubin, AA Mitsyuk, IA Lomazova… - Proceedings of the 8th …, 2014 - dl.acm.org
Modern information systems produce tremendous amounts of event data. The area of
process mining deals with extracting knowledge from this data. Real-life processes can be …

Assessing agile software development processes with process mining: A case study

R Marques, MM da Silva… - 2018 IEEE 20th …, 2018 - ieeexplore.ieee.org
Software development is a growing industry with increasingly more complex projects. Agile
methodologies, such as Scrum, have emerged in part to address this challenge. Agile …

Monitoring the software development process with process mining

S Bala, J Mendling - Business Modeling and Software Design: 8th …, 2018 - Springer
Software projects typically need to be monitored in detail regarding when what was done in
order to demonstrate adherence to methodologies, rules, regulations, guidelines or best …

A process mining approach to measure how users interact with software: an industrial case study

S Astromskis, A Janes, M Mairegger - Proceedings of the 2015 …, 2015 - dl.acm.org
Characterizing how users interact with software has many applications. For example, to
understand which features are used, in which sequence operations are performed, etc. can …

Software process analysis methodology–a methodology based on lessons learned in embracing legacy software

M Leemans, WMP van der Aalst… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Over the last decades, the complexity of high-tech systems, and the software systems
controlling them, has increased considerably. In practice, it is hard to keep knowledge and …

Big software on the run: in vivo software analytics based on process mining (keynote)

W Aalst - Proceedings of the 2015 international conference on …, 2015 - dl.acm.org
Software-related problems have an incredible impact on society, organizations, and users
that increasingly rely on information technology. Specification, verification and testing …

Process mining applications in software engineering

B Keith, V Vega - Trends and Applications in Software Engineering …, 2017 - Springer
Process mining is a field that uses elements from data mining and business process
modeling to do tasks such as process discovery, conformance checking, and process …

Component behavior discovery from software execution data

C Liu, B van Dongen, N Assy… - … symposium series on …, 2016 - ieeexplore.ieee.org
Tremendous amounts of data can be recorded during software execution. This provides
valuable information on software runtime analysis. Many crashes and exceptions may occur …