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Process mining for self-regulated learning assessment in e-learning
Journal of Computing in Higher Education, 2019Content assessment has broadly improved in e-learning scenarios in recent decades. However, the e-Learning process can give rise to a spatial and temporal gap that poses interesting challenges for assessment of not only content, but also students ...
Rebeca Cerezo +3 more
semanticscholar +1 more source
2011
More and more information about business processes is recorded by information systems in the form of so-called "event logs". Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only allows
openaire +3 more sources
More and more information about business processes is recorded by information systems in the form of so-called "event logs". Despite the omnipresence of such data, most organizations diagnose problems based on fiction rather than facts. Process mining is an emerging discipline based on process model-driven approaches and data mining. It not only allows
openaire +3 more sources
Enabling value stream mapping for internal logistics using multidimensional process mining
Expert systems with applications, 2019Pen and paper-based value stream mapping (VSM) is the established tool for recording processes, identifying waste and deriving recommendations for action.
Dino Knoll +2 more
semanticscholar +1 more source
Mining Evolving Network Processes
2013 IEEE 13th International Conference on Data Mining, 2013Processes within real world networks evolve according to the underlying graph structure. A number of examples exists in diverse network genres: botnet communication growth, moving traffic jams [1], information foraging [2] in document networks (WWW and Wikipedia), and spread of viral memes or opinions in social networks.
MONGIOVI', MISAEL +2 more
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Directly Follows-Based Process Mining: Exploration & a Case Study
International Conference on Process Mining, 2019Many organisations now seek to analyse and improve their processes using event logs from various IT systems supporting their operations. Process mining aims to obtain insights from such process data, using process discovery, conformance checking and ...
S. Leemans, Erik Poppe, M. Wynn
semanticscholar +1 more source
Extraction, correlation, and abstraction of event data for process mining
WIREs Data Mining Knowl. Discov., 2019Process mining provides a rich set of techniques to discover valuable knowledge of business processes based on data that was recorded in different types of information systems.
Kiarash Diba +3 more
semanticscholar +1 more source
Towards Comprehensive Support for Privacy Preservation Cross-Organization Business Process Mining
IEEE Transactions on Services Computing, 2019More and more business requirements are crossing organizational boundaries. There comes the cross-organization business process management, and its modeling is a complicated task.
Cong Liu +5 more
semanticscholar +1 more source
Process Mining in der additiven Auftragsabwicklung/Process Mining for additive manufacturing
wt Werkstattstechnik online, 2020Die Fähigkeit der additiven Fertigung in Losgröße 1 zu fertigen, erzeugt eine hohe Komplexität in der Auftragsabwicklung. Dies stellt die datenbasierte Optimierung der Prozessabläufe vor große Herausforderungen. Durch die geringen Stückzahlen, bei einer hohen Variantenanzahl, ist die Prozessaufnahme in der additiven Fertigung mit signifikanten ...
Scherwitz, Philipp +2 more
openaire +2 more sources
2009
So far we have seen how workflow models can be defined in YAWL and how the YAWL workflow engine allows a model to drive business processes. Once such a model becomes operational, the Engine automatically logs activity, keeping track of task start and completion events, their time of occurrence, the resources involved, and so on (cf. Chap. 9, Sect. 9.7).
Wynn, Moe +4 more
openaire +2 more sources
So far we have seen how workflow models can be defined in YAWL and how the YAWL workflow engine allows a model to drive business processes. Once such a model becomes operational, the Engine automatically logs activity, keeping track of task start and completion events, their time of occurrence, the resources involved, and so on (cf. Chap. 9, Sect. 9.7).
Wynn, Moe +4 more
openaire +2 more sources
Process mining technology selection with spherical fuzzy AHP and sensitivity analysis
Expert systems with applications, 2021Onur Doğan
semanticscholar +1 more source