Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Drain: An online log parsing approach with fixed depth tree

P He, J Zhu, Z Zheng, MR Lyu - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Logs, which record valuable system runtime information, have been widely employed in
Web service management by service providers and users. A typical log analysis based Web …

Logzip: Extracting hidden structures via iterative clustering for log compression

J Liu, J Zhu, S He, P He, Z Zheng… - 2019 34th IEEE/ACM …, 2019 - ieeexplore.ieee.org
System logs record detailed runtime information of software systems and are used as the
main data source for many tasks around software engineering. As modern software systems …

Analyzing customer journey with process mining: From discovery to recommendations

A Terragni, M Hassani - … conference on future Internet of Things …, 2018 - ieeexplore.ieee.org
Customer journey analysis is a hot topic in marketing. Understanding how the customers
behave is crucial and is considered as one of the key drivers of business success. To the …

Mixed methods analysis of enterprise social networks

S Behrendt, A Richter, M Trier - Computer Networks, 2014 - Elsevier
The increasing use of enterprise social networks (ESN) generates vast amounts of data,
giving researchers and managerial decision makers unprecedented opportunities for …

Process mining for cloud-based applications: A systematic literature review

NM El-Gharib, D Amyot - 2019 IEEE 27th International …, 2019 - ieeexplore.ieee.org
Process mining uses event log data to discover processes, hence enabling multiple
requirements elicitation activities. As the number of applications deployed on a cloud …

Optimizing customer journey using process mining and sequence-aware recommendation

A Terragni, M Hassani - Proceedings of the 34th ACM/SIGAPP …, 2019 - dl.acm.org
Customer journey analysis aims at understanding customer behavior both in the traditional
offline setting and through the online website visits. Particularly for the latter, web analytics …