Matthias Weidlich - Böcker

This book constitutes thoroughly reviewed and selected short papers presented at the 25th East-European Conference on Advances in Databases and Information Systems, ADBIS 2021, as well as papers presented at doctoral consortium and ADBIS 2021 workshops.

This open access book constitutes revised selected papers from the International Workshops held at the 4th International Conference on Process Mining, ICPM 2022, which took place in Bozen-Bolzano, Italy, during October 23–28, 2022.The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 42 papers included in this volume were carefully reviewed and selected from 89 submissions. They stem from the following workshops:– 3rd International Workshop on Event Data and Behavioral Analytics (EDBA)– 3rd International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)– 3rd International Workshop on Responsible Process Mining (RPM) (previously known as Trust, Privacy and Security Aspects in Process Analytics)– 5th International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)–3rd International Workshop on Streaming Analytics for Process Mining (SA4PM)– 7th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)– 1st International Workshop on Education meets Process Mining (EduPM)– 1st International Workshop on Data Quality and Transformation in Process Mining (DQT-PM)

The papers are organized in topical sections on runtime process management, process modeling, process modeling discovery, business process models and analytics, BPM in industry, process compliance and deviations, energing and practical areas of BPM, and process monitoring.

This volume contains the refereed joint proceedings of two initiatives that have been devoted to the formal foundations of complex systems: the workshops WS-FM:FASOCC 2014 and WS-FM/BEAT 2015.

This book constitutes revised papers from the eleven International Workshops held at the 15th International Conference on Business Process Management, BPM 2017, in Barcelona, Spain, in September 2017: BPAI 2017 – 1st International Workshop on Business Process Innovation with Artificial Intelligence;

This book introduces readers to the field of conformance checking as a whole and outlines the fundamental relation between modelled and recorded behaviour. Conformance checking interrelates the modelled and recorded behaviour of a given process and provides techniques and methods for comparing and analysing observed instances of a process in the presence of a model, independent of the model’s origin. Its goal is to provide an overview of the essential techniques and methods in this field at an intuitive level, together with precise formalisations of its underlying principles.The book is divided into three parts, that are meant to cover different perspectives of the field of conformance checking. Part I presents a comprehensive yet accessible overview of the essential concepts used to interrelate modelled and recorded behaviour. It also serves as a reference for assessing how conformance checking efforts could be applied in specific domains. Next, Part IIprovides readers with detailed insights into algorithms for conformance checking, including the most commonly used formal notions and their instantiation for specific analysis questions. Lastly, Part III highlights applications that help to make sense of conformance checking results, thereby providing a necessary next step to increase the value of a given process model. They help to interpret the outcomes of conformance checking and incorporate them by means of enhancement and repair techniques.Providing the core building blocks of conformance checking and describing its main applications, this book mainly addresses students specializing in business process management, researchers entering process mining and conformance checking for the first time, and advanced professionals whose work involves process evaluation, modelling and optimization.

TheBPMN2010workshopseriesprovidesa forumfor academicsandpractiti- ers that share an interest in business process modeling using Business Process Modeling Notation (BPMN) which has seen a huge uptake in both academia and industry. It is seen by many as the de facto standard for business process modeling.Ithasbecomeverypopularwithbusiness analysts,toolvendors,pr- titioners, and end users. BPMN promises to bridge business and IT, and brings process design and implementation closer together. BPMN 2010 was the second workshop of the series. It took place October 13–14, 2010 at the Hasso Plattner Institute at the University of Potsdam, Germany. This volume contains six contributed research papers that were - lected from 16 submissions. There was a thorough reviewing process, with each paper being reviewed by, on average, four Program Committee members. In addition to the contributed papers, these proceedings contain three short - pers and three extended abstracts of the invited keynote talks. In conjunction with the scienti?c workshop, a practitioners’ event took place the day after the workshop. We want to express our gratitude to all those who made BPMN 2010 pos- ble by generously and voluntarily sharing their knowledge, skills, and time. In particular, we thank the ProgramCommittee members as well as the additional reviewers for devoting their expertise and time to ensure the high quality of the workshop’s scienti?c program through an extensive review process. Finally, we are grateful to all the authors who showed their appreciation and support for the workshop by submitting their valuable work to it.