The detailed program of workshop is also available in the Workshop booklet and Whova app.
On Monday (02 SEP 2024), at BPM 2024 we will host workshops on:
BPO — Business Process Optimization
Innov8BPM — Managing Process Innovation and Value Creation in the Era of Digital Transformation
FM-BPM — Formal Methods for Business Process Management
AI4BPM — Artificial Intelligence for Business Process Management
BPI — Business Process Intelligence
BP-Meet-IoT — Business Processes Meet the Internet-of-Things
BPMS2 — Social and Human Aspects of Business Process Management
NLP4BPM — Natural Language Processing for Business Process Management
OBJECTS — Object-centric Processes from A to Z
ProDy — Change, Drift, and Dynamics of Organizational Processes
Before the workshops, please register in the U2 building either on Sunday from 17:00 to 19:00 or on Monday starting from 8:00.
Workshops, 02 SEP 2024, building C7 | ||||||
Time | Room 114 | Room 113 | Room 411 | Room 412 | Room 014 | Room 015 |
09:00-10:30 | NLP4BPM | BP-Meet-IoT | — | OBJECTS | BPMS2 | AI4BPM |
10:30-11:00 | Coffee break (on floors 1 and 4 in building C7) | |||||
11:00-12:30 | NLP4BPM | BP-Meet-IoT | BPO | OBJECTS | Innov8BPM | AI4BPM |
12:30-14:00 | Lunch (Krakus Restaurant, Reymonta 15, 30-059 Kraków) | |||||
14:00-15:30 | NLP4BPM | ProDy | BPO | OBJECTS | Innov8BPM | FM-BPM |
15:30-16:00 | Coffee break (on floors 1 and 4 in building C7) | |||||
16:00-17:30 | — | ProDy | BPO | OBJECTS | Innov8BPM | FM-BPM |
Workshop on Formal Methods for Business Process Management (FM-BPM)
Due to their complexity, contemporary business processes are affected by possible design mistakes that can produce unwanted behaviors, violating the predetermined objectives. Nevertheless, Formal Methods provide a repertoire of both theoretical and practical toolkits to guarantee their correctness. FM-BPM 2023 offers a platform for researchers and practitioners working on the development of new approaches and application of already existing ones in the area of Formal Methods to model and analyze process-aware information systems and improve their quality. During the workshop, we will hold a panel with leading experts in the area to discuss the current state of the art of Formal Methods in BPM and the main challenges that should be addressed in the years to come.
Website: https://fm-bpm2024.github.io/
FM-BPM Session 1: 14:00–15:30, building C7, room 015 |
Opening |
Interactive session: “Computational Logic in BPM: Automated Reasoning, Planning, and Declarative Frameworks For Process Modeling and Analysis |
FM-BPM Session 2: 16:00–17:30, building C7, room 015 |
Interactive session: “Newly emerging formalisms: rigorous account for multi-perspective, multi-instance and collaborative aspects” |
Closing |
Workshop on Artificial Intelligence for Business Process Management (AI4BPM)
Artificial Intelligence (AI) continues to grow, with new and deeper techniques and applications across numerous areas. In the past few years, we have seen strong interest from both industry and academia in applying AI techniques in the area of Business Process Management (BPM). Indeed, the application of AI is impacting additional areas where process management perspectives and techniques are relevant, including industrial engineering, IoT, and emergency response, to name a few. The use of AI in BPM has been discussed as the next disruptive technology that will touch almost all the business process activities being performed by humans. Over time, AI may lead to entirely new paradigms for business processes and operations. The goal of this workshop is to establish a forum for researchers and professionals interested in understanding, envisioning and discussing the challenges and opportunities of moving from current, largely programmatic approaches for BPM, to emerging forms of AI-enabled BPM. This year the workshop will be further enriched with an interesting panel allowing for discussing the most recent challenges across the two fields.
Website: https://sites.google.com/unitn.it/ai4bpm-2024
AI4BPM Session 1: 09:00–10:30, building C7, room 015 |
Opening (10 minutes) |
Marco Comuzzi Keynote (50 minutes) |
Giacomo Acitelli, Simone Agostinelli, Angelo Casciani and Andrea Marrella The Role of Trust in AI-Augmented Business Process Management Systems (30 minutes) |
AI4BPM Session 2: 11:00–12:30, building C7, room 015 |
Ali Norouzifar, Humam Kourani, Marcus Dees and Wil van der Aalst Bridging Domain Knowledge and Process Discovery Using Large Language Models (30 minutes) |
Leon Bein and Luise Pufahl Knowledge Graphs: A Key Technology for Explainable Knowledge-Aware Process Automation? (30 minutes) |
Sebastiano Dissegna and Chiara Di Francescomarino Graph Neural Networks for PPM: Review and Benchmark for Next Activity Predictions (30 minutes) |
Workshop on Business Process Optimization (BPO)
Business process management is a very promising paradigm for optimizing how work is performed in an organization. Decisions that are always implicit in business processes include: assigning resources to the tasks for which they are most suited, deciding on the execution order of tasks to meet customer deadlines, and deciding on the overall design of the process to minimize the overall processing time of customer cases. The Business Process Optimization workshop aims to bring together researchers from both the area of Business Process Management and the area of Operations Research as well as other related areas, with the overall goal of developing techniques for optimizing business processes in an organization based on models that are created from real-world data. The workshop will also host a business process optimization competition, where different algorithms for optimizing a specific business process optimization problem will be compared.
Website: https://sites.google.com/view/bpo2024
BPO Session 1: 11:00–12:30, building C7, room 411 |
Opening |
Avigdor Gal Keynote: Trade offs in Responsible Business Processes (60 minutes) |
Asvin Goel Ad-hoc subprocesses. The missing link between scheduling and business process modelling (20 minutes) |
BPO Session 2: 14:00–15:30, building C7, room 411 |
Zahra Sadeghibogar, Alessandro Berti, Marco Pegoraro and Wil van der Aalst Applying Process Mining on Scientific Workflows: a Case Study on High Performance Computing Data |
Stephan Fahrenkrog-Petersen Privacy-aware Scheduling & Business Process Optimization |
Jeroen Middelhuis, Riccardo Lo Bianco, Zaharah Bukhsh and Ivo Adan Learning policies for resource allocation in business processes |
BPO Session 3: 16:00–17:30, building C7, room 411 |
Matteo Di Cunzolo, Massimiliano Ronzani, Roberto Aringhieri, Chiara Di Francescomarino, Chiara Ghidini, Alberto Guastalla and Emilio Sulis Combining optimisation and predictive process monitoring for the scheduling of the interventional radiology procedures |
BPO Competition Results |
Workshop on Business Process Intelligence (BPI)
The BPI workshop aims at discussing the current state of ongoing research in the area that spans process mining, process discovery, conformance checking, and many other techniques that are all gaining interest and importance in industry and research. We aim to bring together practitioners and researchers from different communities such as business process management, information systems, business administration, software engineering, artificial intelligence, process mining, and data mining who share an interest in the analysis of business processes and process-aware information systems. Next to the regular sessions, a work-in-progress session will be held which aims at supporting (junior) researchers to foster the dissemination of preliminary research ideas.
Website: https://feb.kuleuven.be/drc/LIRIS/misc/bpiworkshop
Workshop on Business Processes Meet the Internet-of-Things (BP-Meet-IoT)
The arrival of the Internet of Things (IoT) has put into play a huge amount of interconnected and embedded computing devices that are revolutionizing the way we manage business processes. While IoT actuators can be used for process task automation, sensors can be used to collect real time data that can create unprecedent opportunities for discovering and exploiting new process insights. The proper combination of these two fields can foster the development of innovative solutions not only in the business domain where the BPM emerged, but also in many different application areas in which the IoT can be applied. A hands-on brainstorming session will be held to discuss the most recent progress in the area or IoT BPs, such as the use of LLMs or the current efforts on creating a common model for mining IoT processes.
Website: https://bp-meet-iot.webs.upv.es/
BP-Meet-IoT Session 1: 09:00–10:30, building C7, room 113 |
Opening (10 minutes) |
Jan Mendling Keynote (50 minutes) |
Julia Andersen, Patrick Rathje and Olaf Landsiedel Check my Flow: Distributed Conformance Checking at the Source (25 minutes) |
BP-Meet-IoT Session 1: 09:00–10:30, building C7, room 113 |
Antoni Mestre, Manoli Albert, Ronny Seiger, Victoria Torres and Pedro Valderas Sustainability in and through IoT-enhanced Business Processes. Short paper (15 minutes) |
Massimo Callisto De Donato, Fabrizio Fornari and Abel Armas-Cervantes From IoT Event Logs to Human Routines via Community Detection Algorithms (25 minutes) |
Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi and Estefanía Serral LLM-based event abstraction and integration for IoT-sourced logs (25 minutes) |
Marta Podobińska-Staniec, Marek Kęsek and Edyta Brzychczy Machinery activity recognition in the industry based on heterogeneous data (25 minutes) |
Workshop on Social and Human Aspects of Business Process Management (BPMS2)
The BPMS2 workshop emphasizes the social and human dimensions of Business Process Management (BPM), advocating for a human-centric approach to BPM where processes are designed with people in mind. It leverages AI assistants like ChatGPT and Alexa for personalized service delivery, and highlights the importance of social interactions and platforms that enhance collaboration, information exchange, and innovation across networks. The workshop also stresses the significance of organizational culture in embracing new processes, ethical principles, diversity, and inclusion in BPM, promoting a more participatory, collaborative, and equitable BPM practice.
Website: https://www.bpms2.org/
BPMS2 Session 1: 09:00–10:30, building C7, room 014 |
Opening |
Sylwia Białas and Piotr Wróbel Diversity and Inclusion in HR processes in financial sector |
Lisa Baumann, Anjo Seidel and Mathias Weske Non-visual process models: How do blind and low-vision users model business processes? |
Mari Braakman, Jos Zuijderwijk, Iris Beerepoot, Sven Lugtigheid, Thomas Martens, Maria Peeters, Eva Knies and Hajo Reijers Mining for Well-Being: The Potential of Process Mining for Evaluating Employee Well-Being |
Workshop on Declarative, decision and hybrid approaches to processes (DEC2H)
DEC2H invites papers on the application and challenges of decision-, rule-based and hybrid modelling in all phases of the BPM lifecycle: identification, discovery, analysis, redesign, implementation and monitoring. We are interested in work adopting existing formalisms (e.g., DMN, Declare, DCR, CMMN, GSM, eCRG, or DPIL) or establishing novel notations and approaches. Contributions may include completed work (research, case studies and tools) and work-in-progress and position papers. In addition we will also host a round of Killer Debates, where selected members of the community will argue for and against controversial statements in interaction with the audience.
Website: https://dec2h.science.uu.nl/2024/
Workshop on Natural Language Processing for Business Process Management (NLP4BPM)
The NLP4BPM workshop aims to provide a forum for researchers and practitioners to present, discuss, and evaluate how natural language processing (NLP) can be used to establish new or improve existing methods, techniques, tools, and process-aware systems that support the different phases of the BPM life-cycle.
Website: https://sites.google.com/view/nlp4bpm2024
NLP4BPM Session 1: 09:00–10:30, building C7, room 114 |
Opening |
Julius Köpke and Aya Safan Efficient LLM-Based Conversational Process Modeling |
Marvin Voelter, Raheleh Hadian, Timotheus Kampik, Marius Breitmayer and Manfred Reichert Leveraging Generative Vision Models for Extracting Process Models from Documents |
Sandro Franzoi, Maxime Delwaulle, Julian Dyong, Jan Schaffner, Mara Burger and Jan Vom Brocke Using Large Language Models to Generate Process Knowledge from Enterprise Content |
NLP4BPM Session 2: 11:00–12:30, building C7, room 114 |
Edyta Brzychczy, Krzysztof Kluza and Leszek Szała Enhancement of Low-Level Event Abstraction with Large Language Models (LLMs) |
Alina Buss, Wolfgang Kratsch, Sebastian Johannes Schmid and Hongyang Wang ProcessLLM: A Large Language Model Specialized in the Interpretation, Analysis, and Optimization of Business Processes |
Katharina Brennig, Sascha Kaltenpoth and Oliver Müller Straight outta Logs: Can LLMs overcome preprocessing in Next Event Prediction? |
Fabiana Fournier, Lior Limonad and Inna Skarbovsky Towards a Benchmark for Causal Business Process Reasoning with LLMs |
NLP4BPM Session 3: 14:00–15:30, building C7, room 114 |
Interactive session “Guidelines for writing and reviewing LLM papers for BPMO” |
Workshop on Object-centric processes from A to Z (OBJECTS)
The topic of object-centric processes has been gaining momentum in the last few years, with many works addressing foundational and practical problems on the interplay of processes and objects. Despite the surging number of results on the topic, many related problems have not yet been addressed. With this workshop, we offer a platform to discuss these problems in depth and share novel ideas on how to address the main challenges in the field and what are the future directions of object-centricity in Business Process Management and Process Mining. We will also have a panel discussion on the main challenges and emerging research directions in the area of object-centric processes, which will be followed by a brainstorming session on how such challenges should be addressed
Website: https://objects2024.github.io/
OBJECTS Session 1: 09:00–10:30, building C7, room 412 |
Opening |
Thomas Troels Hildebrandt (TBA) Invited talk |
OBJECTS Session 2: 11:00–12:30, building C7, room 412 |
Anjo Seidel, Maximilian König and Mathias Weske Towards Object-centric BPMN Process Models (short paper) |
Maximilian König, Tom Lichtenstein, Anjo Seidel and Mathias Weske Data Objects with Variables in BPMN (short paper) |
Lisa Arnold and Manfred Reichert Coordination Process Verification for object-centric Business Processes |
Reflections |
OBJECTS Session 3: 14:00–15:30, building C7, room 412 |
Anukriti Tripathi, Ayush Raj, Himanshu H, Rohini Nandan, Ranjana Vyas and O.P. Vyas From Chaos to Clarity: Using Object Centric Process Mining to Improve Efficiency in a Requisition Management System. Case Study (short paper, ONLINE) |
Shahrzad Khayatbashi, Olaf Hartig and Amin Jalali Transforming Object-Centric Event Logs to Temporal Event Knowledge Graphs |
Alessandro Berti, Urszula Jessen, Wil M.P. van der Aalst and Dirk Fahland Explainable Object-Centric Anomaly Detection: the Role of Domain Knowledge (short paper) |
Reflections |
OBJECTS Session 4: 16:00–17:30, building C7, room 412 |
Karolin Winter Tutorial 1: Discovery of Instance Spanning Constraints and Exceptions |
Marco Montali Tutorial 2: Key Modelling Concerns and Language Constructs for Object-centric Processes |
Discussion and closing |
Workshop on Change, Drift, and Dynamics of Organizational Processes (ProDy)
This workshop will bring together scholars with different perspectives on change, drift, and dynamics of organizational processes. We encourage the submission of regular research papers, position papers, tool reports, and demo papers regardless of specific methodologies and research approaches used. On the workshop day, we will have presentations of papers as well as idea talks to foster discussion among participants and provide feedback for early-stage papers. Additionally, the workshop will comprise an interactive discussion on the topic “BPM and Routine Dynamics: Ways Forward”.
Website: https://prody.ai.wu.ac.at/
ProDy Session 1: 14:00–15:30, building C7, room 113 |
Opening (10 minutes) |
Maxim Vidgof First Insights into the Impact of Concept Drift on Process Complexity (short paper) Discussant: Waldemar Kremser (40 minutes) |
Ignas Bruder From mission drift to practice drift — Theorizing drift processes in social enterprises and beyond (invited talk) Discussant: Bastian Wurm (40 minutes) |
ProDy Session 1: 14:00–15:30, building C7, room 113 |
Bernd Löhr, Christian Bartelheimer, Frank Koehne, Sina Nordlohne, Daniel Alile and Andrees Latten: Forging the LongSWORD – Exaptation and Enhancement of the SWORD Framework for Workaround Detection (full paper) Discussant: Waldemar Kremser (40 minutes) |
Li Zhang, Julie Ryan Wolf, Alice P. Pentland and Brian T. Pentland Visualizing Routine Dynamics in Outpatient Medical Clinics with Topological Data Analysis (full paper) Discussant: Jan Mendling (40 minutes) |
Closing (10 minutes) |
Workshop on Managing Process Innovation and Value Creation in the Era of Digital Transformation (Innov8BPM)
In the era of digital transformation and innovation, business process management (BPM) as a field needs to adapt to new topics and themes. This workshop addresses the necessary advancements in the BPM discipline for managing process innovation and creating business value in today’s dynamic environment. We seek contributions that delve into the managerial implications of emerging BPM capabilities within the context of digital transformation and creating business value through BPM. We encourage full, short, and experience, and problem statement papers. The workshop will include an interactive discussion session facilitated by the organizers with divergent-convergent idea generation for defining future research opportunities.
Website: https://sites.google.com/view/innov8bpm
Innov8BPM Session 1: 11:00–12:30, building C7, room 014 |
Opening |
Michael Rosemann Keynote (60 minutes) |
Mahendrawathi Er How Can We Create an Inclusive Business Process Management? |
Innov8BPM Session 2: 14:00–15:30, building C7, room 014 |
Astria Hijriani and Marco Comuzzi Business Value of Process Mining: A Contingency Perspective |
Andrea Burattin, Ekkart Kindler, Nicholas Dyhre, Sebastian Vestrup, Francesca Zerbato and Barbara Weber Process Mining Pipelines with Controlled Sharing of Data and Algorithms |
Gerald Kremer, Luiz Ricardo Ribeiro, Till Blüher, Silvia Ines Dallavalle Padua and Rainer Stark Towards a Unified Approach: Developing a Reference Model for Digital Twins and Business Process Management in Clinical Trials |
Fabian Stiehle, Finn Klessascheck, Martin Kjäer and Ingo Weber Business in the Age of Platform Economics: Managing Decentralised Business Processes Beyond Blockchain |
Innov8BPM Session 3: 16:00–17:30, building C7, room 014 |
Interactive session “Managing Process Innovation” |