The state-of-the-art of business process mining challenges

H R'bigui, C Cho - International Journal of Business Process …, 2017 - inderscienceonline.com
Business process mining is a new method that amalgamates business process modelling
and analysis with data mining and machine learning techniques, whereby knowledge from …

Literature review on Intention Mining-oriented Process Mining in information system

H Bouricha, L Hsairi, K Ghédira - Artificial Intelligence Review, 2023 - Springer
Process Mining focused only on the activity-oriented process and neglected the users'
behaviors behind the activities, which led to overlooking the reality that they proposed to …

System runs analysis with process mining

SA Shershakov, VA Rubin - Моделирование и анализ …, 2015 - mathnet.ru
Information systems (IS) produce numerous traces and logs at runtime. In the context of SOA-
based (service-oriented architecture) IS, these logs contain details about sequences of …

Mining hierarchical UML sequence diagrams from event logs of SOA systems while balancing between abstracted and detailed models

KV Davydova, SA Shershakov - Труды Института системного …, 2016 - cyberleninka.ru
In this paper, we consider an approach to reverse engineering of UML sequence diagrams
from event logs of information systems with a service-oriented architecture (SOA). UML …

DPMine graphical language for automation of experiments in process mining

SA Shershakov - Automatic Control and Computer Sciences, 2016 - Springer
Process mining is a new direction in the field of modeling and analysis of processes, where
an important role is played by the use of information from event logs that describe the history …

Applying MapReduce to conformance checking

IS Shugurov, AA Mitsyuk - Труды Института системного …, 2016 - cyberleninka.ru
Process mining is a relatively new research field, offering methods of business processes
analysis and improvement, which are based on studying their execution history (event logs) …

Multi-perspective process mining with embedding configurations into DB-based event logs

SA Shershakov - International Conference on Tools and Methods for …, 2019 - Springer
Process mining is a research discipline that offers methods and tools for analyzing various
processes. There are a variety of process mining techniques that have in common the use of …

DPMine graphical language for automation of experiments in process mining

SA Shershakov - Modeling and Analysis of Information Systems, 2014 - mais-journal.ru
Process mining is a new direction in the field of modeling and analysis of processes, where
the use of information from event logs describing the history of the system behavior plays an …

[PDF][PDF] Методы и инструменты повышения эффективности алгоритмов майнинга процессов.

СА Шершаков - 2020 - researchgate.net
Последние два десятилетия обозначились бурным развитием информационных
технологий. Возросли мощности оборудования, сократился его размер и вес. Вкупе с …

Графический язык DPMine для автоматизации экспериментов в области автоматического построения и анализа процессов

СА Шершаков - Моделирование и анализ информационных …, 2014 - mais-journal.ru
Аннотация Извлечение процессов (process mining)—это новое направление в области
моделирования и анализа процессов, в котором важную роль играет использование …