The Internet-of-Things Meets Business Process Management. A Manifesto

Janiesch, Christian, Koschmider, Agnes, Mecella, Massimo, Weber, Barbara, Burattin, Andrea, Di Ciccio, Claudio, Fortino, Giancarlo, Gal, Avigdor +15 more·2020·IEEE Systems Man and Cybernetics Magazine
DOI 10.1109/msmc.2020.3003135

Cited by (177)

Items 101–177 of 177

  1. Execution of Multi-Perspective Declarative Process Models Using Complex Event Processing
    Niklas Ruhkamp, Stefan Schönig · 2021 · Business Information Systems
  2. Modeling, Executing and Monitoring IoT-Driven Business Rules
    Yusuf Kirikkayis, Florian Gallik, Manfred Reichert · 2023 · Lecture notes in business information processing
  3. Design of an IoPT approach to create a cocktail robot station with robotic arm: components, interfaces and control
    Nataliia Klievtsova, Marcel Fuschlberger · 2023 · it - Information Technology
  4. Text Mining Based Process Identification and Business Process Mapping from Job Description Documents
    Ririn Diar Astanti, Adelia Veneska Switasarra · 2024 · Management and Production Engineering Review
  5. Developing and Operating Digital Process Twins While Preserving Autonomy in CPS
    Richard Heininger, Thomas Ernst Jost, Christian Stary · 2024 · IEEE Conference on Business Informatics
  6. A semi-automated approach to detecting process-level activities from sensor data
    Luciano García‐Bañuelos, Mauricio Jacobo González González, Ronny Seiger, Marco Franceschetti, Alejandra Guadalupe Silva Trujillo · 2025 · Procedia Computer Science
  7. Case-Based Activity Detection from Segmented Internet of Things Data
    Seiger, Ronny, Schultheis, Alexander, Bergmann, Ralph · 2025 · Lecture Notes in Computer Science
  8. Efficient Compression for Data Analysis in IoT-Aware Process Orchestrations based on Time Series Point Cloud Reduction
    Nataliia Klievtsova, Juergen Mangler, Stefanie Rinderle‐Ma · 2025 · ACM International Conference on Distributed and Event-Based Systems (DEBS)
  9. On the Uncertainty in IoT-enabled Business Processes using Artificial Intelligence Components
    Marc Hesenius, Nils Schwenzfeier, Ole Meyer, Volker Gruhn · 2022 · International Conference on Service Science (ICSS)
  10. A Generic Approach Towards Location-Aware Business Process Execution
    Leo Poss, Stefan Schönig · 2023 · Lecture notes in business information processing
  11. Case-Based Data Quality Management for IoT Logs: A Case Study Focusing on Detection of Data Quality Issues
    Schultheis, Alexander, Bertrand, Yannis, Grüger, Joscha, Malburg, Lukas, Bergmann, Ralph, Serral Asensio, Estefanía · 2025 · IoT
  12. ICT Technology Implementation and the Level of Process Maturity in an Organization
    Emilia Dobrowolska, Piotr Śliż · 2022 · Problemy Zarządzania - Management Issues
  13. Improving IoT Services Through Business-Process-Aligned Modeling Method
    Jianhang Hu, Guiling Grace Wang, Hai Wang, Wentao Bai, Junhua Li, Jian Yu · 2023 · Communications in computer and information science
  14. A Suite of Modelling Tools for Developing Cyber-Physical Systems and Digital Twins Implementations
    Andrei Chiș, Ana-Maria Ghiran · 2022 · Proceedings of the International Conference on Information Systems Development
  15. Inferring Missing Event Log Data from IoT Sensor Data - A Case Study in Manufacturing
    Alexander Seeliger, Markus Schreiber, Florian Giger, Joachim Metternich, Max Mühlhäuser · 2024 · Lecture notes in business information processing
  16. A Cost-Benefit Model for Feasible IoT Edge Resources Scalability to Improve Real-Time Processing Performance
    Maen Mahmoud Al Assaf, Mohammad Qatawneh, AlaaAldin AlRadhi · 2024 · Cybernetics and Information Technologies
  17. Enhancement of Low-Level Event Abstraction with Large Language Models (LLMs)
    Edyta Brzychczy, Krzysztof Kluza, Leszek Szała · 2025 · Lecture notes in business information processing
  18. Declarative Process Specifications over Discrete/Continuous Event Data
    Carl Corea, Anti Alman, Fabrizio Maria Maggi, Paul Hermann Wittlinger · 2025 · Lecture notes in computer science
  19. Refining the process picture: Unstructured data in object-centric process mining
    Andreas Egger, Tobias Fehrer, Wolfgang Kratsch, Niklas Wördehoff, Fabian König, Maximilian Röglinger · 2025 · Information Systems
  20. HiProX: Highly Efficient Process Execution on IoT and Edge Devices
    Dominik Voigt, Lisa Podszun, Juergen Mangler, Stefanie Rinderle‐Ma · 2025 · Lecture notes in business information processing
  21. Design and Data-Driven Strategic Management Model Based on Digital Twin
    Osman Akarsu · 2025 · İnsan ve Toplum Bilimleri Araştırmaları Dergisi
  22. TROPICCAL: Multi-perspective trace clustering for IoT-enhanced processes
    Yannis Bertrand, Jochen De Weerdt, Estefanía Serral · 2025 · Computers in Industry
  23. Human-Centric Processes: Where IoT and People Meet
    Andrea Burattin, Giovanni Meroni, Gemma Di Federico, Hugo A. López, Andrey Rivkin, Ekkart Kindler · 2025 · Internet of things
  24. LACII: Enhancing Decision-Making in Business Processes with the IIoT: A Cognitive-Load-Aware Design Approach
    Maximilian Nebel, Seyyid Ahmed Ciftci, Christian Janiesch · 2026 · Internet of things
  25. Facilitating the Adoption of Complex Event Processing for Internet of Things: Framework and Lessons Learned
    Manuel Cano-Crespo, Guadalupe Ortiz, Cesare Pautasso, Alfonso García-de-Prado · 2026 · IEEE Software
  26. The PM-EdgeMap: Towards Real-Time Process Mining on the Edge-Cloud Continuum
    Hendrik Reiter, Christian Imenkamp, Olaf Landsiedel, Andrea Maldonado, Patrick Rathje, Wilhelm Hasselbring · 2026 · Lecture notes in business information processing
  27. Towards a Semantic Interoperability in IoTEnhanced Business Processes. An Event-Driven Solution based on Microservices
    Pedro Valderas, Victoria Torres · 2023 · International Conference on Intelligent Environments (IE)
  28. An Object-Centric Approach to Handling Concurrency in IoT-Aware Processes
    Florian Gallik, Yusuf Kirikkayis, Ronny Seiger, Manfred Reichert · 2024 · Lecture notes in business information processing
  29. Modeling of IoT Systems Behavior: A Subject-Oriented Reference Model
    Florian Daniel, Richard Heininger, Christian Stary · 2024 · Communications in computer and information science
  30. Revision of a Smart Factory Software Architecture from Monolith to Microservices
    Ronny Seiger, Lukas Malburg · 2025 · Lecture notes in business information processing
  31. From IoT Event Logs to Human Routines via Community Detection Algorithms
    Massimo Callisto De Donato, Fabrizio Fornari, Abel Armas-Cervantes · 2025 · Lecture notes in business information processing
  32. The Smart Vending Cabinet: Leveraging the Industrial Internet of Things for Business Process Improvement
    Christoph Stoiber, Stefan Schönig · 2025 · Springer eBooks
  33. Factors Influencing the Security of Internet of Things Systems
    Fayez Hussain Alqahtani · 2022 · Lecture notes on data engineering and communications technologies
  34. Multi-Agent Systems and Business Process Management
    Emilio Sulis, Kuldar Taveter · 2022 · Springer eBooks
  35. Students' Perceptions Towards IoT Educational Program - A Case Study
    Sanja Čandrlić, Alen Jakupović, Ozren Rafajac, Sabrina Šuman, Martina Ašenbrener Katić, Danijela Jakšić, Patrizia Poščić · 2022 · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)
  36. Развитие на бизнес процесите в енергийния сектор
    Петя Биолчева, Сотир Иванов, Евгени Вълчев · 2022 · Research Papers
  37. Conclusion and Further Interoperability Aspects
    Stefanie Rinderle‐Ma, Juergen Mangler, Daniel Ritter · 2024 · Springer eBooks
  38. Graphics based business process harnessing tools, advancing digital maturity of business
    Arnesh Telukdarie, Christian Tshukudu, Mike Sishi · 2024 · Business Process Management Journal
  39. Internet of Things
    Amy Van Looy · 2024 · Springer eBooks
  40. Envisioning Unpredictability in Smart Environments
    Danilo Pianini, Barbara Re, Lorenzo Rossi, Franco Zambonelli · 2024 · Internet of things
  41. A BPMN-Based Approach for IoT Systems Engineering
    Flavio Corradini, Fabrizio Fornari, Sara Pettinari, Barbara Re, Lorenzo Rossi, Francesco Tiezzi · 2024 · Internet of things
  42. Improving Comprehensibility of IoT-Driven Business Processes through BPMN 2.0 Extension: A User Study
    Yusuf Kirikkayis, Florian Gallik, Michael R. Winter, Manfred Reichert · 2024 · Procedia Computer Science
  43. Detect and Conquer: Template-Based Analysis of Processes Using Complex Event Processing
    Christian Imenkamp, Samira Akili, Matthias Weidlich, Agnes Koschmider · 2025 · Lecture notes in business information processing
  44. Process Mining mit Fahrzeugdaten: Von Sensordaten zu Prozessmodellen
    Fabian Rybinski, Gunther Schiefer · 2025 · HMD Praxis der Wirtschaftsinformatik
  45. Integrating Real-Time Worker Wellbeing into IoT-Enhanced Business Process Orchestration for Industry 5.0
    Mathis Wyffels · 2025 · Lecture notes in business information processing
  46. Discovering the Influence of Exogenous Data on Decisions in Processes
    Adam Banham, Yannis Bertrand, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans · 2025 · Lecture notes in computer science
  47. Toward a Reinforcement Learning Approach for Balancing Risk and Cost in Cloud‐Based IoT ‐Driven Business Processes
    Amina Ahmed Nacer, Mohammed Riyadh Abdmeziem · 2025 · Concurrency and Computation Practice and Experience
  48. From cloud to edge: dynamic placement optimization of business processes in IIoT networks
    Md. Razon Hossain, Alistair Barros, Colin Fidge · 2025 · Journal of Network and Computer Applications
  49. Unsupervised Learning and Process Analysis for Sensor Data Validation in the IIoT
    Erik Johannes Husom, Arda Göknil, Felix Mannhardt, Simeon Tverdal, Sagar Sen, Phu H. Nguyen · 2025 · ACM Transactions on Internet Technology
  50. A Multi-agent Framework for Autonomous Process Mining and Optimization
    Abhishek Baidya, Sonali Sen Baidya · 2025 · Journal of Advances in Information Technology
  51. Towards an extended BPMN for modeling and executing IoT-driven, policy-aware business processes
    Pedro Valderas, Zakaria Maamar, Amel Benna · 2025 · Computing
  52. Process Mining on Sensor Location Event Data
    Dominik Janssen, Agnes Koschmider, Felix Mannhardt · 2026 · Internet of things
  53. On the Interplay Between Business Process Management and Internet-of-Things
    Francesca De Luzi, Francesco Leotta, Andrea Marrella, Massimo Mecella, Flavia Monti · 2026 · Internet of things
  54. Fostering IoT Application Portability Across Different Platforms: The X-IoT Modeling Tool
    Arianna Fedeli, Fabrizio Fornari, Luca Ruschioni · 2026 · Springer eBooks
  55. Event-Log Granularity for IoT Process Discovery
    Massimiliano de Leoni, Faizan Ahmed Khan, Benoît Depaire, Greg Van Houdt, Niels Martin · 2026 · Internet of things
  56. NICE: The Native IoT-Centric Event Log Format for Process Mining
    Yannis Bertrand, Silvestro V. Veneruso, Francesco Leotta, Massimo Mecella, Estefanía Serral · 2026 · Internet of things
  57. The Internet of Production: Accelerating the Optimization of Production Processes via Models-in-the-Middle
    Leah Tacke Genannt Unterberg, István Koren, Wil M. P. van der Aalst · 2026 · Internet of things
  58. Process Mining Meets Robotic Systems: Challenges and Opportunities
    Flavio Corradini, Sara Pettinari, Barbara Re, Lorenzo Rossi, Francesco Tiezzi · 2026 · Internet of things
  59. Leveraging passive monitoring applications in production and intralogistics
    Philipp Prünte, Jonathan Determann, Keno Moenck, Eidan Erlich, Dhananjay Patki, Frank Bitte, Martin Gomse, Thorsten Schüppstuhl · 2026 · Procedia CIRP
  60. Empowering Smart Entrepreneurship through IoT: A Bibliometric Analysis for Sustainable Economic Development
    salsabila ainun mahya, Sahnaz Ubud · 2025 · International Conference on ICT for Smart Society (ICISS)
  61. A synergistic engine paradigm for real-time, context-aware decision-making: integrating declarative processes and event streams
    Leo Poss, Stefan Schönig · 2026 · Complex & Intelligent Systems
  62. Process Mining for Heavy Industries: Lessons Learned from Mining Use Cases
    Edyta Brzychczy · 2026 · Lecture notes in computer science
  63. Methodology for an Augmented Business Process Management in IoT Environment
    Abir Ismaili-Alaoui · 2022
  64. Integrating Business Process Management With the Sustainable Development Goals: A Multidimensional Framework for Systemic Sustainability
    Sílvia Inês Dallavalle de Pádua, Maira Riffel, Étore Braga e Santos, Luiz Savio Pires De Castro, Camila de Araujo · 2026 · Sustainable Development
  65. Incorporating IoT Contexts into Business Processes: A Contextual Classification
    Jia Wei, Chun Ouyang, Yannis Bertrand · 2026 · Lecture notes in business information processing
  66. BP-Meet-IoT: a Look Back at the Past, the Present, and the Future
    Estefanía Serral, Agnes Koschmider, Victoria Torres · 2026 · Lecture notes in business information processing
  67. The Ethical Risk Handover: Operationalizing Normative Intent in BPM via Large Language Models
    Leo Poss, Christopher Julian Kern, Julia Kroenung, Stefan Schönig · 2026 · Lecture notes in business information processing
  68. From model to execution: a formal foundation for managing materials and tools in executable BPMN
    Leo Poss, Stefan Schönig · 2026 · Business Process Management Journal
  69. On-the-Fly Event Disambiguation via Alignments
    Marco Franceschetti, Abel Armas-Cervantes, Astrid Rivera-Partida, Luciano García‐Bañuelos, Barbara Weber · 2026 · Lecture notes in business information processing
  70. Sensor2EventLog: Bridging Continuous IoT Data and Process Mining through Eventization
    Azin Moradbeikie, Iuliana Malina Grigore, Sérgio Ivan Lopes, Sylvio Barbon · 2026 · Lecture notes in computer science
  71. Edge process mining for indoor positioning
    Francisco Antonio Campos Campos, Ángel Jesús Varela‐Vaca, María Teresa Gómez-López · 2026 · Internet of Things
  72. Conformance checking on event streams: A comprehensive survey
    Ahmed Awad · 2026 · Computer Science Review
  73. BPACC: A Business Process Aware Architecture for Intent-Based Orchestration Across the Compute Continuum
    Elimane Yassine Seidou, Jeremy Mechouche, Walid Gaaloul · 2026 · IEEE International Conference on Software Services Engineering (SSE)
  74. Multimodal Process Monitoring with On-demand Disambiguation
    Marco Franceschetti, Sejma Sijaric, Raúl Jiménez-Cruz, Olaf Zimmermann, César Torres-Huitzil, Barbara Weber · 2026 · Lecture notes in business information processing
  75. The operational perspective in business process management: towards holistic task execution support
    Leo Poss, Stefan Schönig · 2026 · Information Systems and e-Business Management
  76. From Signals to Events: A Maturity-Based Perspective on IoT-Enabled Process Mining
    Tilen Tratnjek, Mateja Kocbek Bule, Gregor Polančič · 2026 · Sensors
  77. Guidelines for manual process discovery for semi-automated processes
    Linda Maria Kölbel, Markus Hornsteiner, Stefan Schönig · 2026 · Information Systems and e-Business Management