Recommender systems in model-driven engineering: A systematic mapping review
Recommender systems are information filtering systems used in many online applications
like music and video broadcasting and e-commerce platforms. They are also increasingly …
like music and video broadcasting and e-commerce platforms. They are also increasingly …
Artificial intelligence-based methods for business processes: A systematic literature review
Companies are usually overloaded with data that they may not know how to take advantage
of. On the other hand, artificial intelligence (AI) techniques are known to “keep learning” as …
of. On the other hand, artificial intelligence (AI) techniques are known to “keep learning” as …
Process mining with real world financial loan applications: Improving inference on incomplete event logs
In this work, we analyse and model a real life financial loan application belonging to a
sample bank in the Netherlands. The event log is robust in terms of data, containing a total of …
sample bank in the Netherlands. The event log is robust in terms of data, containing a total of …
A recommendation system to facilitate business process modeling
This paper presents a system that utilizes process recommendation technology to help
design new business processes from scratch in an efficient and accurate way. The proposed …
design new business processes from scratch in an efficient and accurate way. The proposed …
Requirements catalog for business process modeling recommender systems
M Fellmann, N Zarvic, D Metzger, A Koschmider - 2015 - aisel.aisnet.org
The manual construction of business process models is a time-consuming and error-prone
task. To improve the quality of business process models, several modeling support …
task. To improve the quality of business process models, several modeling support …
Supporting the design of machine learning workflows with a recommendation system
Machine learning and data analytics tasks in practice require several consecutive
processing steps. RapidMiner is a widely used software tool for the development and …
processing steps. RapidMiner is a widely used software tool for the development and …
A probabilistic BPMN normal form to model and advise human activities
HG Ceballos, V Flores-Solorio, JP Garcia - Engineering Multi-Agent …, 2015 - Springer
Agent-based technologies, originally proposed with the aim of assisting human activities,
have been recently adopted in industry for automating business processes. Business …
have been recently adopted in industry for automating business processes. Business …
VaryMinions: leveraging RNNs to identify variants in variability-intensive systems' logs
From business processes to course management, variability-intensive software systems
(VIS) are now ubiquitous. One can configure these systems' behaviour by activating options …
(VIS) are now ubiquitous. One can configure these systems' behaviour by activating options …
VaryMinions: leveraging RNNs to identify variants in event logs
Business processes have to manage variability in their execution, eg, to deliver the correct
building permit in different municipalities. This variability is visible in event logs, where …
building permit in different municipalities. This variability is visible in event logs, where …
Modeling mobile apps user behavior using Bayesian networks
I Dharmasena, M Domaratzki… - International Journal of …, 2021 - Springer
Modern apps based businesses are increasingly interested in data driven decision making
to achieve business goals as well as retaining their customer base. In this paper, we …
to achieve business goals as well as retaining their customer base. In this paper, we …