Governance of autonomous agents on the web: Challenges and opportunities

T Kampik, A Mansour, O Boissier, S Kirrane… - ACM Transactions on …, 2022 - dl.acm.org
The study of autonomous agents has a long history in the Multiagent System and the
Semantic Web communities, with applications ranging from automating business processes …

User behavior mining: A research agenda

JR Rehse, L Abb, G Berg, C Bormann, T Kampik… - Business & Information …, 2024 - Springer
Studying the behavior of users in software systems has become an essential task for
software vendors who want to mitigate usability problems and identify automation potentials …

There and back again: on the reconstructability and rediscoverability of typed Jackson nets

D Barenholz, M Montali, A Polyvyanyy… - … on Applications and …, 2023 - Springer
A process discovery algorithm aims to construct a model from data generated by historical
system executions such that the model describes the system well. Consequently, one …

[HTML][HTML] All that glitters is not gold: Four maturity stages of process discovery algorithms

JMEM van der Werf, A Polyvyanyy… - Information Systems, 2023 - Elsevier
A process discovery algorithm aims to construct a process model that represents the real-
world process stored in event data well; it is precise, generalizes the data correctly, and is …

Discovering agent models using process mining: Initial approach and a case study

RH Bemthuis, S Lazarova-Molnar - … IEEE Intl Conf on Parallel & …, 2022 - ieeexplore.ieee.org
Agent-based modeling is widely used for modeling and simulation of self-organizing
sociotechnical systems that are composed of distributed autonomous agents. In these …

Agent miner: an algorithm for discovering agent systems from event data

A Tour, A Polyvyanyy, A Kalenkova… - … Conference on Business …, 2023 - Springer
Process discovery studies ways to use event data generated by business processes and
recorded by IT systems to construct models that describe the processes. Existing discovery …

Using process mining for face validity assessment in agent-based simulation models: an exploratory case study

R Bemthuis, R Govers, S Lazarova-Molnar - International Conference on …, 2023 - Springer
In the field of simulation, the key objective of a system designer is to develop a model that
performs a specific task and accurately represents real-world systems or processes. A valid …

[图书][B] Agent-Based Business Process Simulation

E Sulis, K Taveter - 2022 - Springer
The main subject of the book is “agent-based business process simulation,” a topic that
brings together three different perspectives. First of all, the book is concerned with …

Collaboration Petri Nets: Verification, Equivalence, and Discovery (Extended Version)

JV Benzin, S Rinderle-Ma - arXiv preprint arXiv:2401.16263, 2024 - arxiv.org
Process modeling and discovery techniques aim to construct sound and valid process
models for different types of processes, ie, process orchestrations and collaboration …

Systems Mining with Heraklit: The Next Step

P Fettke, W Reisig - International Conference on Business Process …, 2022 - Springer
We suggest systems mining as the next step after process mining. Systems mining starts
with a more careful investigation of runs, and constructs a detailed model of behavior, more …