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Computer Science

D-Index
52
Citations
10173
World Ranking
5113
National Ranking
232

Overview

Matthias Weidlich is affiliated with Humboldt-Universität zu Berlin in Germany. Their research spans the fields of computer science and business management, with a particular focus on business process modeling and analysis, semantic web and ontologies, and privacy-preserving technologies in data. Their academic contributions cover multiple subfields including artificial intelligence, management information systems, and computer networks and communications.

The scientist's publication record includes works in various prominent venues. Frequent publication venues include arXiv (Cornell University), Information Systems, Proceedings of the ACM on Management of Data, IEEE Transactions on Knowledge and Data Engineering, and KI - Künstliche Intelligenz.

Matthias Weidlich has authored papers on diverse topics related to dynamic systems, prescriptive process monitoring, and recommender systems, among others. Recent notable papers include:

  • Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems (2020, ACM Transactions on Software Engineering and Methodology)
  • Fire now, fire later: alarm-based systems for prescriptive process monitoring (2021, Knowledge and Information Systems)
  • Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures (2024, ACM Computing Surveys)
  • Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024, KI - Künstliche Intelligenz)
  • Efficient streaming subgraph isomorphism with graph neural networks (2021, Proceedings of the VLDB Endowment)

Their frequent co-authors include Stephan A. Fahrenkrog-Petersen, Quoc Viet Hung Nguyen, Han van der Aa, Hongzhi Yin, and Thành Tâm Nguyên. These collaborations reflect interdisciplinary engagement within information systems and artificial intelligence research communities.

Matthias Weidlich also contributed to book publications, notably the "Process Mining Workshops" published by Springer Science+Business Media in 2023.

The scientist's main research topics encompass:

  • Business Process Modeling and Analysis
  • Semantic Web and Ontologies
  • Service-Oriented Architecture and Web Services
  • Privacy-Preserving Technologies in Data
  • Data Quality and Management
  • Advanced Database Systems and Queries
  • Complex Network Analysis Techniques

Their work is situated at the intersection of technical and managerial aspects of information systems, contributing to the understanding and advancement of academic and applied research in large-scale data and process models.

Best Publications

  • Process Mining Manifesto

    Wil van der Aalst;Wil van der Aalst;Arya Adriansyah;Ana Karla Alves de Medeiros;Franco Arcieri

  • Blockchains for Business Process Management - Challenges and Opportunities

    Jan Mendling;Ingo Weber;Wil Van Der Aalst;Jan Vom Brocke

  • Conformance checking : relating processes and models, relating processes and models

    Josep Carmona;Boudewijn van Dongen;Andreas Solti;Matthias Weidlich

  • Efficient Consistency Measurement Based on Behavioral Profiles of Process Models

    M Weidlich;J Mendling;M Weske

  • The Internet of Things Meets Business Process Management: A Manifesto

    Christian Janiesch;Agnes Koschmider;Massimo Mecella;Barbara Weber

  • The ICoP framework: identification of correspondences between process models

    M. Weidlich;R.M. Dijkman;J. Mendling

  • Declarative versus imperative process modeling languages : the issue of understandability

    Dirk Fahland;Daniel Lübke;Jan Mendling;Hajo A. Reijers

  • Behavioral similarity: a proper metric

    Matthias Kunze;Matthias Weidlich;Mathias Weske

  • Process compliance analysis based on behavioural profiles

    Matthias Weidlich;Artem Polyvyanyy;Nirmit Desai;Jan Mendling

  • Queue mining for delay prediction in multi-class service processes

    Arik Senderovich;Matthias Weidlich;Avigdor Gal;Avishai Mandelbaum

  • SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures

    Alexandros Koliousis;Matthias Weidlich;Raul Castro Fernandez;Alexander L. Wolf

  • Visually specifying compliance rules and explaining their violations for business processes

    Ahmed Awad;Matthias Weidlich;Mathias Weske

  • Traveling time prediction in scheduled transportation with journey segments

    Avigdor Gal;Avishai Mandelbaum;François Schnitzler;Arik Senderovich

  • Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management

    Alexander Artikis;Matthias Weidlich;Francois Schnitzler;Ioannis Boutsis

  • Queue Mining – Predicting Delays in Service Processes

    Arik Senderovich;Matthias Weidlich;Avigdor Gal;Avishai Mandelbaum

  • Minimizing Efforts in Validating Crowd Answers

    Nguyen Quoc Viet Hung;Duong Chi Thang;Matthias Weidlich;Karl Aberer

  • Specification, Verification and Explanation of Violation for Data Aware Compliance Rules

    Ahmed Awad;Matthias Weidlich;Mathias Weske

  • Probabilistic optimization of semantic process model matching

    Henrik Leopold;Mathias Niepert;Matthias Weidlich;Jan Mendling

  • Styles in business process modeling: an exploration and a model

    Jakob Pinggera;Pnina Soffer;Dirk Fahland;Matthias Weidlich

  • BPEL to BPMN: The Myth of a Straight-Forward Mapping

    Matthias Weidlich;Gero Decker;Alexander Großkopf;Mathias Weske

  • Declarative versus Imperative Process Modeling Languages: The Issue of Maintainability

    Dirk Fahland;Jan Mendling;Hajo A. Reijers;Barbara Weber

  • Blockchains for Business Process Management - Challenges and Opportunities

    Jan Mendling;Ingo Weber;Wil van der Aalst;Jan vom Brocke

Frequent Co-Authors

Jan Mendling
Jan Mendling Humboldt-Universität zu Berlin
Avigdor Gal
Avigdor Gal Technion – Israel Institute of Technology
Mathias Weske
Mathias Weske Hasso Plattner Institute
Artem Polyvyanyy
Artem Polyvyanyy University of Melbourne
Barbara Weber
Barbara Weber University of St. Gallen
Hongzhi Yin
Hongzhi Yin University of Queensland
Karl Aberer
Karl Aberer École Polytechnique Fédérale de Lausanne
Boudewijn F. van Dongen
Boudewijn F. van Dongen Eindhoven University of Technology
Dirk Fahland
Dirk Fahland Eindhoven University of Technology
Avishai Mandelbaum
Avishai Mandelbaum Technion – Israel Institute of Technology

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