Institute for Data, Process and Knowledge Management (AE Sabou)

Publications

Research output per year 1976 2003 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2018 2019 2020 2024

• 417 Contribution to conference proceedings
• 206 Journal article
• 68 Chapter in edited volume
• 34 Edited book (editorship)
• 110 More
  • 28 Working Paper/Preprint
  • 16 Book (monograph)
  • 15 Other scientific publications
  • 14 Conference poster
  • 10 Doctoral thesis
  • 5 WU Working Paper
  • 4 Conference paper
  • 3 Textbook
  • 3 Diploma thesis
  • 2 Research report, expert opinion
  • 2 Entry in encyclopedia
  • 2 Popular science article
  • 2 Digital/visual products
  • 2 Master's thesis
  • 1 Lecture notes/Article in lecture notes/Teaching resources
  • 1 Habilitation

Research output per year

Research output per year

Search results

• 2024

  A maturity model for catalogues of semantic artefacts

  Corcho, O., Ekaputra, F. J., Heibi, I., Jonquet, C., Micsik, A., Peroni, S. & Storti, E., 2024, In: Scientific data. 11, 479.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• Deriving Semantic Validation Rules from Industrial Standards: an OPC UA Study

  Bareedu, Y. S., Frühwirth, T., Niedermeier, C., Sabou, M., Steindl , G., Thuluva, A. S., Tsaneva, S. & Ozkaya, N. T., 2024, In: Semantic Web. 15, 2, p. 517-554

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• LLM-driven Ontology Evaluation: Verifying Ontology Restrictions with ChatGPT

  Tsaneva, S., Vasic, S. & Sabou, M., 2024, (Accepted/In press) Data Quality meets Machine Learning and Knowledge Graphs: DQMLKG Workshop at ESWC 2024.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

  File
  306 Downloads (Pure)

• OntoChat: a Framework for Conversational Ontology Engineering using Language Models

  Zhang, B., Carriero, V. A., Schreiberhuber, K., Tsaneva, S., Gonzalez, L. S., Kim, J. & de Berardinis, J., 2024, The Semantic Web: 21th International Conference, ESWC, 2024.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Toward a Holistic Privacy Requirements Engineering Process: Insights from a Systematic Literature Review

  Herwanto, G. B., Ekaputra, F. J., Quirchmayr, G. & Tjoa, A. M., 2024, In: IEEE Access. 12, p. 47518-47542 25 p.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• Towards an Integrated Provenance Framework: A Scenario for Marine Data

  Auge, T., Feistel, S., Ekaputra, F. J., Klettke, M., Jürgensmann, S., Michels, E. & Waltersdorfer, L., 2024, Proceedings - 9th IEEE European Symposium on Security and Privacy Workshops (EUROS and PW 2024): 8-12 July 2014, Vienna Austria. Los Alamitos/Washington/Tokyo: Institute of Electrical and Electronics Engineers Inc., p. 597-601 5 p.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Towards Semantic Event-handling for building Explainable Cyber-physical Systems

  Steindl, G., Schwarzinger, T., Schreiberhuber, K. & Ekaputra, F. J., 2024, In: IEEE Open Journal of the Industrial Electronics Society. 5, p. 928-945

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• Visual Representation of Resource Analysis Insights for Process Mining

  Hoogmoed, A., Vidgof, M., Djurica, D., Rubensson, C. & Mendling, J., 2024, Enterprise, Business-Process and Information Systems Modeling: 25th International Conference BPMDS 2024 and 29th International Conference EMMSAD 2024 Limassol, Cyprus, June 3–4, 2024, Proceedings. van der Aa, H., Bork, D., Schmidt, R. & Sturm, A. (eds.). 1. ed. Cham: Springer Nature, p. 117-128 12 p. (Lecture Notes in Business Information Processing, Vol. 511 LNBIP).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
• 2023

  A Concept for Evaluating Value-oriented Frameworks in Software Engineering

  Winkler, T., 2023, Wien.

  Publication: Thesis › Doctoral thesis

  Open Access

  File
  200 Downloads (Pure)

• A maturity model for catalogues of semantic artefacts

  Corcho, O., Ekaputra, F. J., Heibi, I., Jonquet, C., Micsik, A., Peroni, S. & Storti, E., Jun 2023.

  Publication: Working/Discussion Paper › Working Paper/Preprint

  Open Access

• Causality Prediction in a Cyber-Physical Energy System using Knowledge Graph Embeddings

  Schreiberhuber, K., 2023, Wien: Technische Universität Wien. 87 p.

  Publication: Thesis › Diploma thesis

  Open Access

• Causality Prediction with Neural-Symbolic Systems: A Case Study in Smart Grids

  Schreiberhuber, K., Sabou, M., Ekaputra, F. J., Knees, P., Aryan, P. R., Einfalt, A. & Mosshammer, R., 2023, NeSy 2023 Neural-Symbolic Learning and Reasoning 2023: Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning. d'Avila Garcez, A. S., Besold, T. R., Gori, M. & Jiménez-Ruiz, E. (eds.). CEUR Workshop Proceedings, p. 336-347 12 p. (CEUR Workshop Proceedings; No. 3432).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Combining Machine Learning and Semantic Web: A Systematic Mapping Study

  Breit, A., Waltersdorfer, L., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., ten Teije, A. & Van Harmelen, F., Mar 2023, (E-pub ahead of print) In: ACM Computing Surveys.

  Publication: Scientific journal › Journal article › peer-review

• Combining Semantic Web and Machine Learning for Auditable Legal Key Element Extraction

  Breit, A., Waltersdorfer, L., Ekaputra, F. J., Karampatakis, S., Miksa, T. & Käfer, G., Jun 2023, The Semantic Web: 20th International Conference, ESWC 2023. Cham: Springer Cham, p. 609-624 (Lecture Notes in Computer Science; No. 13870).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG

  Ekaputra, F. J., Llugiqi, M., Sabou, M., Ekelhart, A., Paulheim, H., Breit, A., Revenko, A., Waltersdorfer, L., Farfar, K. E. & Auer, S., Jun 2023, The Semantic Web: 20th International Conference, ESWC 2023. Cham: Springer Cham, p. 372–389 (Lecture Notes in Computer Science; No. 13870).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Developing Team Design Patterns for Hybrid Intelligence Systems

  Zoelen, E. V., Mioch, T., Tajaddini, M., Fleiner, C., Tsaneva, S., Camin, P., Gouvêa, T. S., Baraka, K., Boer, M. H. T. D. & Neerincx, M. A., 22 Jun 2023, HHAI 2023: Augmenting Human Intellect: Proceedings of the Second International Conference on Hybrid Human-Artificial Intelligence. Lukowicz, P., Mayer, S., Koch, J., Shaw-Taylor, J. & Tiddi, I. (eds.). Amsterdam: IOS Press BV, p. 3 - 16 (Frontiers in Artificial Intelligence and Applications; No. 268).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Enhancing Human-in-the-Loop Ontology Curation Results through Task Design

  Tsaneva, S. & Sabou, M., 2023, (E-pub ahead of print) In: Journal of Data and Information Quality.

  Publication: Scientific journal › Journal article › peer-review

• Evaluating Knowledge Graphs with Hybrid Intelligence

  Tsaneva, S., 2023, The Semantic Web: ESWC 2023 Satellite Events. Cham: Springer, 10 p. (Lecture Notes in Computer Science; No. 13870).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Event-case correlation for process mining using probabilistic optimization

  Bayomie, D., Di Ciccio, C. & Mendling, J., Mar 2023, In: Information Systems. 114, 102167.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• From semantic web to wisdom web: A retrospective on the journey to 2043

  Tchat, G. P., Anjomshoaa, A., Dobriy, D., Ekaputra, F. J., Kiesling, E., Polleres, A. & Sabou, M., 2023, Proceedings of the ESWC2023: “The next 20 years (ESWC 2043)” track. Celino, I. & Paulheim, H. (eds.). Genève: Zenodo, 10 p.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Higher Education Internationalization: A Peruvian University Experience

  Luna, A., Chong, M. & Djurica, D., 12 Mar 2023, EDUNINE 2023: 7th IEEE World Engineering Education Conference: Reimaging Engineering - Toward the Next Generation of Engineering Education, Merging Technologies in a Connected World, Proceedings. da Rocha Brito, C. & M. Ciampi, M. (eds.). New Jersey: IEEE, 6 p.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Investigating the impact of representation features on decision model comprehension

  Djurica, D., Kummer, T.-F., Mendling, J. & Figl, K., 2023, (E-pub ahead of print) In: European Journal of Information Systems (EJIS).

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• Knowledge-centric Prompt Composition for Knowledge Base Construction from Pre-trained Language Models

  Li, X., Hughes, A., Llugiqi, M., Polat, F., Groth, P. & Ekaputra, F. J., 2023, Joint proceedings of the KBC-LM workshop and the LM-KBC challenge @ ISWC 2023: Joint proceedings of the 1st workshop on Knowledge Base Construction from Pre-trained Language Models the 2nd challenge on Language Models for Knowledge Base Construction (LM-KBC) (KBC-LM + LM-KBC 2023) : Athens, Greece, November 6, 2023. Razniewski, S., Kalo, J.-C., Singhania, S. & Pan, J. Z. (eds.). CEUR Workshop Proceedings, 13 p. (CEUR Workshop Proceedings, Vol. 3577).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Semantic Web Machine Learning Systems: An Analysis of System Patterns

  Waltersdorfer, L., Breit, A., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., ten Teije, A. & Van Harmelen, F., 2023, Compendium of Neurosymbolic Artificial Intelligence. Hitzler, P., Sarker, M. K. & Eberhart, A. (eds.). Amsterdam: IOS Press, p. 77 - 99 (Frontiers in Artificial Intelligence and Applications, Vol. 369).

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Statements on the Contribution by Grisold et al. from Issue 2/2022

  Weinhardt, C., Gräbe, H. G., Laue, R., Grisold, T., Groß, S., Stelzl, K., Brocke, J. V., Mendling, J., Röglinger, M. & Rosemann, M., Apr 2023, In: Business and Information Systems Engineering. 65, 2, p. 229-232 4 p.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• The Semantic Overlay Architecture for Data Interoperability and Exchange

  Ekaputra, F. J., Fabianek, C., Unterholzer, G. & Gringinger, E., 2023, 2023 IEEE International Conference on Data and Software Engineering (ICoDSE): Toba, North Sumatera, Indonesia : 07-08 September 2023 . Piscataway Township: IEEE, p. 232-237 6 p.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Towards a Knowledge Graph-based Exploratory Search for Privacy Engineering

  Herwanto, G. B., Ekaputra, F. J., Piroi, F. & Sabou, M., 2023, Proceedings of the 8th International Workshop on the Visualization and Interaction for Ontologies, Linked Data and Knowledge Graphs : Co-located with the 22nd International Semantic Web Conference (ISWC 2023) : Athens : 6 November 2023. Fu, B., Lambrix, P., Li, H., Nunes, S. & Pesquita, C. (eds.). Aachen: CEUR Workshop Proceedings, p. 49-56 8 p. (CEUR Workshop Proceedings, Vol. 3508).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Towards a Toolbox for Automated Assessment of Machine-Actionable Data Management Plans

  Miksa, T., Suchánek, M., Slifka, J., Knaisl, V., Ekaputra, F. J., Kovacevic, F., Ningtyas, A. M., El-Ebshihy, A. & Pergl, R., 2023, In: Data Science Journal. 22, 1, 28.

  Publication: Scientific journal › Journal article › peer-review

  Open Access
• 2022

  A Lifecycle Framework for Semantic Web Machine Learning Systems

  Breit, A., Waltersdorfer, L., Ekaputra, F. J., Miksa, T. & Sabou, M., 2022, Database and Expert Systems Applications - DEXA 2022 Workshops: 33rd International Conference, DEXA 2022, Vienna, Austria, August 22–24, 2022, Proceedings. Cham: Springer, p. 359-368 10 p. (Communications in Computer and Information Science; No. 1633).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• A study into the contingencies of process improvement methods

  Malinova Mandelburger, M., Groß, S. & Mendling, J., 2022, In: Information Systems (IS). 104

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  162 Downloads (Pure)

• A Survey of Approaches for Event Sequence Analysis and Visualization using the ESeVis Framework

  Yeshchenko, A. & Mendling, J., 16 Feb 2022.

  Publication: Working/Discussion Paper › Working Paper/Preprint

  File
  60 Downloads (Pure)

• Automated Process Knowledge Graph Construction from BPMN Models

  Bachhofner, S., Kiesling, E., Cerqueira Revoredo, K., Waibel, P. & Polleres, A., 2022, Database and Expert Systems Applications: 33rd International Conference, DEXA 2022, Vienna, Austria, August 22–24, 2022, Proceedings, Part I. Cham: Springer, p. 32-47 (Lecture Notes in Computer Science, Vol. 13426).

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Causal Process Mining from Relational Databases with Domain Knowledge

  Waibel, P., Pfahlsberger, L., Revoredo, K. & Mendling, J., 16 Feb 2022.

  Publication: Working/Discussion Paper › Working Paper/Preprint

  File
  76 Downloads (Pure)

• Companion Proceedings of the 23rd International Conference on Knowledge Engineering and Knowledge Management (EKAW-C 2022)

  Symeonidou, D. (Editor), Yu, R. (Editor), Ceolin, D. (Editor), Poveda-Villálon, M. (Editor), Audrito, D. (Editor), Di Caro, L. (Editor), Grasso, F. (Editor), Nai, R. (Editor), Sulis, E. (Editor), Ekaputra, F. J. (Editor), Kutz, O. (Editor) & Troquard, N. (Editor), 2022, CEUR Workshop Proceedings. (CEUR Workshop Proceedings; No. 3256).

  Publication: Book/Editorship/Report › Edited book (editorship)

  Open Access

• Enabling Exploratory Search on Manufacturing Knowledge Graphs

  Haller, K., Ekaputra, F. J., Sabou, M. & Piroi, F., 2022, Proceedings of the Seventh International Workshop on the Visualization and Interaction for Ontologies and Linked Data: co-located with the 21st International Semantic Web Conference (ISWC 2022). Fu, B., Lambrix, P. & Pesquita, C. (eds.). Aachen: CEUR Workshop Proceedings, Vol. 3253. p. 16-28 13 p. (CEUR Workshop Proceedings, Vol. 3253).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• How to Leverage Process Mining in Organizations: Towards Process Mining Capabilities

  Kipping, G., Djurica, D., Franzoi, S., Grisold, T., Marcus, L., Schmid, S., Brocke, J. V., Mendling, J. & Röglinger, M., 11 Sept 2022, Business Process Management: 20th International Conference, BPM 2022, Proceedings. Di Ciccio, C., Dijkman, R., del Río Ortega, A. & Rinderle-Ma, S. (eds.). Cham: Springer International Publishing, p. 40-46 7 p. (Lecture Notes in Computer Science (LNCS), Vol. 13420).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Human-Centric Ontology Evaluation: Process and Tool Support

  Tsaneva, S., Käsznar, K. & Sabou, R. M., 20 Sept 2022, Knowledge Engineering and Knowledge Management: 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26–29, 2022, Proceedings. Corcho, O., Hollink, L., Kutz, O., Troquard, N. & J. Ekaputra, F. (eds.). 1 ed. Cham: Springer, p. 182-197 16 p. (Lecture Notes in Computer Science, Vol. 13514). (Lecture Notes in Artificial Intelligence; No. 13514).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Identification of Decision Rules from Legislative Documents Using Machine Learning and Natural Language Processing

  Michel, M., Djurica, D. & Mendling, J., 2022, Proceedings of the 55th Hawaii International Conference on System Sciences. Bui, T. X. (ed.). Maui, Hawaii: HICSS Conference Office, p. 6247 - 6256

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Knowledge Engineering and Knowledge Management: 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26–29, 2022, Proceedings

  Corcho, O. (Editor), Hollink, L. (Editor), Kutz, O. (Editor), Troquard, N. (Editor) & Ekaputra, F. J. (Editor), 2022, Cham: Springer. 217 p. (Lecture Notes in Computer Science; No. 13514).

  Publication: Book/Editorship/Report › Edited book (editorship)

• Multi-perspective Process Analysis: Mining the Association Between Control Flow and Data Objects

  Bayomie, D., Revoredo, K. & Mendling, J., 3 Jun 2022, Advanced Information Systems Engineering: 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Franch, X., Poels, G., Gailly, F. & Snoeck, M. (eds.). Cham: Springer International, p. 72-89 18 p. (Lecture Notes in Computer Science (LNCS), Vol. 13295).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

• Towards a Standardized Description of Semantic Web Machine Learning Systems

  Ekaputra, F. J., Waltersdorfer, L., Breit, A. & Sabou, M., 2022, Proceedings of Poster and Demo Track and Workshop Track of the 18th International Conference on Semantic Systems co-located with 18th International Conference on Semantic Systems (SEMANTiCS 2022). Aachen: CEUR Workshop Proceedings, (CEUR Workshop Proceedings, Vol. 3235).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Towards Routines Mining: Designing and Implementing the Argos Miner, a Design Science Artifact for Studying Routine Dynamics with Process Mining

  Budner, P., Wurm, B., Rosenkranz, C. & Mendling, J., 4 Jan 2022, Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS). Bui, T. X. (ed.). Honolulu: University of Hawaii at Manoa, p. 6462-6471 10 p.

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

• Visual Drift Detection for Sequence Data Analysis of Business Processes

  Yeshchenko, A., Di Ciccio, C., Mendling, J. & Polyvyanyy, A., 2022, In: IEEE Transactions on Visualization and Computer Graphics. 28, 8, p. 1

  Publication: Scientific journal › Journal article › peer-review
• 2021

  Adoption, use and management of process mining in practice.

  Grisold, T., Mendling, J., Otto, M. & vom Brocke, J., 2021, In: Business Process Management Journal. 27, 2, p. 369 - 387

  Publication: Scientific journal › Journal article › peer-review

• An Experimental Study on Alarm Prioritization in Information Systems Audit

  Laghmouch, M., Jans, M., Lizin, S. & Mendling, J., Feb 2021.

  Publication: Contribution to conference › Conference paper

• A study into the practice of reporting software engineering experiments

  Cerqueira Revoredo, K., Djurica, D. & Mendling, J., 2021, In: Empirical Software Engineering. 26, 113, 51 p.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  208 Downloads (Pure)

• Call for Papers, Issue 1/2023

  Figl, K., Mendling, J., Lukyanenko, R. & Polančič, G., 2021, In: Business & Information Systems Engineering (BISE) (früher: Wirtschaftsinformatik WI). 63, 2, p. 215 - 217

  Publication: Scientific journal › Journal article › peer-review

• Cause vs. effect in context-sensitive prediction of business process instances

  Brunk, J., Stierle, M., Papke, L., Cerqueira Revoredo, K., Matzner, M. & Becker, J., 2021, In: Information Systems (IS). 95

  Publication: Scientific journal › Journal article › peer-review

• Cognitive Diagram Understanding and Task Performance in Systems Analysis and Design

  Malinova Mandelburger, M. & Mendling, J., 2021, In: MIS Quarterly. 45, 4, p. 2101 - 2157

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  1178 Downloads (Pure)

• Design of a process mining alignment method for building big data analytics capabilities

  Pfahlsberger, L., Mendling, J. & Eckhardt, A., 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). IEEE Computer Society, p. 5666-5675 10 p. (Proceedings of the Hawaii International Conference on System Sciences (HICSS), Vol. 2020-January).

  Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings

  Open Access

  File
  116 Downloads (Pure)