[PDF][PDF] Knowledge-intensive Processes: An Overview of Contemporary Approaches.

C Di Ciccio, A Marrella, A Russo - Kibp@ kr, 2012 - ceur-ws.org
Engineering of knowledge-intensive processes is far from being mastered. Processes are
defined knowledge-intensive when people/agents carry them out in a fair degree of …

[PDF][PDF] Declarative Process Specifications: Reasoning, Discovery, Monitoring.

C Di Ciccio, M Montali - Process mining handbook, 2022 - library.oapen.org
The declarative specification of business processes is based upon the elicitation of
behavioural rules that constrain the legal executions of the process. The carry-out of the …

Declarative specification and verification of service choreographiess

M Montali, M Pesic, WMP Aalst, F Chesani… - ACM Transactions on …, 2010 - dl.acm.org
Service-oriented computing, an emerging paradigm for architecting and implementing
business collaborations within and across organizational boundaries, is currently of interest …

[PDF][PDF] Multi-perspective process mining

F Mannhardt - 2018 - research.tue.nl
This thesis is about process mining: the analysis an organization's processes by using
process execution data. During the handling of a case or process instance data about the …

User-guided discovery of declarative process models

FM Maggi, AJ Mooij… - 2011 IEEE symposium on …, 2011 - ieeexplore.ieee.org
Process mining techniques can be used to effectively discover process models from logs
with example behaviour. Cross-correlating a discovered model with information in the log …

Resolving inconsistencies and redundancies in declarative process models

C Di Ciccio, FM Maggi, M Montali, J Mendling - Information Systems, 2017 - Elsevier
Declarative process models define the behaviour of business processes as a set of
constraints. Declarative process discovery aims at inferring such constraints from event logs …

On the discovery of declarative control flows for artful processes

CD Ciccio, M Mecella - ACM Transactions on Management Information …, 2015 - dl.acm.org
Artful processes are those processes in which the experience, intuition, and knowledge of
the actors are the key factors in determining the decision making. They are typically carried …

[HTML][HTML] Machine learning in business process management: A systematic literature review

S Weinzierl, S Zilker, S Dunzer, M Matzner - Expert Systems with …, 2024 - Elsevier
Abstract Machine learning (ML) provides algorithms to create computer programs based on
data without explicitly programming them. In business process management (BPM), ML …

[图书][B] Specification and verification of declarative open interaction models: a logic-based approach

M Montali - 2010 - books.google.com
Many novel application scenarios and architectures in business process management or
service composition are characterized by a distribution of activities and resources, and by …

Monotone precision and recall measures for comparing executions and specifications of dynamic systems

A Polyvyanyy, A Solti, M Weidlich, CD Ciccio… - ACM Transactions on …, 2020 - dl.acm.org
The behavioural comparison of systems is an important concern of software engineering
research. For example, the areas of specification discovery and specification mining are …