[DL] PMAI Workshop @ECAI 2024 - CALL FOR PAPERS

Tue Apr 9 09:52:54 CEST 2024

*** Apologies for cross-postings ***

PMAI Workshop @ECAI 2024 - CALL FOR PAPERS

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Third International Workshop on Process Management in the AI era (PMAI)

OCTOBER 19-24, 2024

co-located with ECAI 2024 (https://www.ecai2024.eu/) - Santiago de
Compostela, Spain

Web: https://pmai2024.demacs.unical.it/

Submission:  https://chairingtool.com/conferences/PMAI24/MainTrack
<https://chairingtool.com/conferences/PMAI24/MainTrack>

For any information: valeria.fionda at unical.it

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IMPORTANT DATES

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Paper Submission Deadline: 15th May 2024

Paper Notification: 1st July 2024

Camera Ready: 1st August 2024

Workshop: 19th-20th October 2024 (EXACT DAY TO BE CONFIRMED)

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SCOPE

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Process Management (PM) is a growing multidisciplinary discipline combining
insights from Operation Management, Computer Science, and Data Science
(cf., Process Mining). The extraordinary development of AI techniques is
paving the way towards a new generation of information systems able to
“augment” process management, making them more autonomous, adaptive,
intelligent, self-optimizing. These are AI-empowered, trustworthy, and
process-aware information systems that continuously reason and act upon
data within a set of constraints, with the aim of adapting and improving
one or more processes along one or more indicators. To support these
sophisticated forms of decision-making, they will need to extract useful
insights from the execution logs of ongoing/past process executions, so as
to strengthen, integrate, and iteratively revise their domain knowledge.
This poses foundational, conceptual, and technical challenges related to
the integration of symbolic and sub-symbolic AI techniques, and how to
infuse them within PM. At the same time, delegating autonomy brings
pressing requirements on the trustworthiness of such systems, and on their
ability to interact with human experts and explain their own behavior.

The third workshop on Process Management in the AI era, aims at bringing
together researchers from different research disciplines and a strong
interest in promoting the synergy between AI and PM to address the above
frontier challenges.This event is planned as a one-day workshop including
two invited talks.

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TOPICS

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The main topics include but are not limited to:

- multi-perspective process models (including data, time, resources)

-  declarative processes

-  explainable and trustworthy AI for process management and process mining

-  conversational systems, natural language processing, and human-machine
interaction for process management

-  KR for process management: reasoning about actions and processes,
planning, and synthesis

-  AI techniques for process discovery, conformance checking, prescriptive
and predictive monitoring

-  AI techniques for clustering and classification of process execution
traces

-  machine learning for event recognition on semi-structured and
unstructured data

-  association rule mining, specification mining, and decision mining from
process execution traces

-  declarative-based multi-perspective representation of process traces

-  novel metrics for the measurement of process conformance

-  uncertainty in AI for process management

-  multiagent systems, strategic reasoning, game theory, and mechanism
design for multi-party processes

-  multi-objective optimization, decision-making, and continuous improvement

-  value alignment in process management

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SUBMISSIONS

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Submissions must be written in English, prepared using the new CEUR-ART
1-column style (which you can download here
<http://ceur-ws.org/Vol-XXX/CEURART.zip>, also available as an Overleaf
template here
<https://www.overleaf.com/latex/templates/template-for-submissions-to-ceur-workshop-proceedings-ceur-ws-dot-org/hpvjjzhjxzjk>),
formatted in PDF and submitted through Chairingtool’s workshop page:
https://chairingtool.com/conferences/PMAI24/MainTrack

PMAI 2024 invites submissions of research, industry, and application
contributions.

There are two submission formats:

   -

   Regular papers (max 12 pages including an appropriate number of
   references – CEUR.ws format): must not have appeared before.
   -

   Short papers (2-4 pages including an appropriate number of references –
   CEUR.ws format): results and ideas of interest to the PMAI audience,
   including position papers, system and application descriptions and
   presentations of preliminary results, an overview of papers accepted at
   another conference or which you submitted or plan to submit to another
   conference. In the latter case, extended abstracts must clearly state the
   venue where the paper has been accepted or submitted alongside its status.

All submitted papers will be evaluated by at least two members of the
program committee, based on originality, significance, relevance and
technical quality.

Submissions should be single-blinded, i.e. authors names should be included
in the submissions.

At least one of the authors should register and take part at the workshop
to make the presentation.

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PROCEEDINGS AND POST-PROCEEDINGS

===============

All accepted papers will be published in the volume series of CEUR-WS.

Depending on the number and quality of submissions, we will consider
inviting authors of a selection of papers to submit extended versions for
potential publication in a special issue of a journal.

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ORGANIZATION

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Giuseppe De Giacomo, Sapienza University of Rome, Italy

Valeria Fionda - University of Calabria, Italy

Fabiana Fournier - IBM Research, Israel

Antonio Ielo - University of Calabria, Italy

Lior Limonad - IBM Research, Israel

Marco Montali - Free University of Bozen, Italy

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PC MEMBERS

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Peter Fettke, Saarland University, Germany

Segev Shlomov, IBM Research, Israel

Dirk Fahland, Eindhoven University of Technology, Netherlands

Yves Lesperance, York University, Canada

Pnina Soffer, University of Haifa, Israel

Carl Corea, Universität Koblenz, Germany

Hajo Reijers, Utrecht University, Netherlands

Matthias Thimm, Fern Universität in Hagen, Germany

Francesco Chiariello, University of Naples Federico II, Italy

Antonella Guzzo, University of Calabria, Italy

Giuseppe Mazzotta, University of Calabria, Italy

Francesco Ricca, University of Calabria, Italy

Andrea Marrella, Sapienza University of Rome, Italy

Diego Calvanese, Free University of Bozen-Bolzano, Italy

Claudio Di Ciccio, Utrecht University, Netherlands

Francesco Fuggiti, Bank of Italy, Italy

Luigi Pontieri, CNR, Italy

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