Research
Research Mission Statement
The influence of information on the economy and on conducting business is continually increasing and has profound effects on all sectors of modern economy as well as all aspects of society. The Institute for Data, Process and Knowledge Management focuses its research efforts on business process management, knowledge management, decision support systems, intelligent data management and the semantic Web. The institute is committed to high-quality research in the academic area, including mentoring selected students to become future researchers. Furthermore, partnerships with industry associations, companies and the public administration are strengthened to stay in touch with the rapid development of the field.
Selected Publications
Marlon Dumas, Marcello La Rosa, Jan Mendling, Hajo A. Reijers: Fundamentals of Business Process Management. Springer-Verlag (2013). fundamentals-of-bpm.org/
Hans Robert Hansen, Jan Mendling, Gustaf Neumann: Wirtschaftsinformatik (11. Aufl.). De Gruyter Studium (2015). lehrbuch-wirtschaftsinformatik.org/
Jan Mendling, Hajo A. Reijers, Wil M. P. van der Aalst: Seven process modeling guidelines (7PMG). Information & Software Technology 52(2): 127-136 (2010). www.mendling.com/publications/IST10-7PMG.pdf
Axel Polleres, Aidan Hogan, Renaud Delbru, and Jürgen Umbrich. RDFS & OWL Reasoning for Linked Data. In Reasoning Web. Semantic Technologies for Intelligent Data Access (Reasoning Web 2013), volume 8067 of Lecture Notes in Computer Science (LNCS), pages 91-149 (2013). link.springer.com/chapter/10.1007%2F978-3-642-39784-4_2
Axel Polleres, Johannes Peter Wallner: On the relation between SPARQL1.1 and Answer Set Programming. Journal of Applied Non-Classical Logics 23(1-2): 159-212 (2013)
Weichselbraun, Albert, Wohlgenannt, Gerhard, Scharl, Arno. Refining Non-Taxonomic Relation Labels with External Structured Data to Support Ontology Learning. Data and Knowledge Engineering 69 (8): 763-778 (2010). eprints.weblyzard.com/18/1/weichselbraun2010.pdf
Wohlgenannt, Gerhard, Weichselbraun, Albert, Scharl, Arno, Sabou, Marta. Dynamic Integration of Multiple Evidence Sources for Ontology Learning. Journal of Information and Data Management 3 (3): 243-254 (2012). eprints.weblyzard.com/56/1/wohlgenannt2012a-dynamicIntegrationOfMultipleEvidenceSources.pdf
Current Projects
2023
Semantics-based Explanation of Cyber-physical Systems (SENSE) (2023 - 2025)
EKG4Process (2023)
Eliciting and Exploiting Procedural Knowledge in Industry 5.0 (PERKS) (2023 - 2026)
Wise up to Succeed: Learning Spaces for Sustainable and Responsible Decision-Making (Wi2Su) (2023 - 2024)
2022
Human-centric Ontology Evaluation (HOnEst) (2022)
FutureMuseum (2022 - 2023)
NdK-Belege (2022 - 2023)
ORE2 (2022 - 2023)
2021
One Hub for OpenData (2021)
Ontologie-basierte Abfragen in Graph-DBs (2021-2022)
TEAMING.AI (2021-2023)
2020
Kompetenzmodelle für Gewerbe und Handel (2020-2021)
Open (Science) Data Usage - A linkage infrastructure for reuse and data citation analytics (2020-2021)
PENNI - Policy Enabled Next geNeration Internet (2020-2022)
The Geography of Open Source Software (2020-2021)
Validation of Prior Learning und das NdK (2020-2021)
WKO Digital Future Lab (2020-2021)
WKO Qualifizierter Gewerbezugang (2020-2022)
2019
Schnittstelle NdK (2019-2020)
Reduzierung kognitiver Fehler (2019-2020)
KnowGraphs - Knowledge Graphs at Scale (2019-2023)
AI@WORK (2019-2020)
Erasmus + BPM Org Theory
Flow Language
Entwicklung einer Schnittstelle für das Netz der Kompetenzen (NdK) zu einem neuen Unternehmensqualifikationsgesetz (2019-2020)
ERP4Cloud (2019-2020)
2018
Linked Legal Information for Citizens (2018-2019)
Semantische Suche in Rechtsinformationen (2018-2019)
Validierung NdK (2018-2020)
Relationship between the ‘personal ideal self’ and the ‘ideal organizational self’ (2018-2021)
EXPloring opportunities and challenges for Emerging personal DaTa Ecosystems: Empowering humans in the age of the GDPR (2018-2020)
Privacy Aspects for Data Analytics in Industrial Automation Environments in the context of the European general Data Protection GDPR (2018-2019)
NdK - Netz der Kompetenzen (2018-2020)
Digital Skill Tracker (2018-2019)
Bewertung Unternehmensqualifikation (2018-2018)
Eine Methode zur Ermöglichung von Prozessinnovation (2018-2020)
SEPSES (2018-2021)
2017
Cyber-Physical Social Systems for City-wide Infrastructures (2017-2020)
Incentivising Open Data Exploration through Needs Management (2017-2018)
IAGF - eine lernende Organisation (2017-2021)
Prozess- und ressourcengestützte Informationssysteme (2017-2019)
Business Process Optimization Toolkit (2017-2018)
Strategieentwicklung mit innovativem organisationalem Lernen (2017-2017)
International Semantic Web Conference 2017 (2017-2017)
SPECIAL (2017-2019)
Research Partners
Bank Austria, Austria
Baningo
DBAI, Vienna University of Technology, Austria
Exodus A.E., Greece
Flightradar24 AB, Sweden
Hasso-Plattner-Institut für Softwaresystemtechnik GmbH, Germany
IBM Research GmbH, Switzerland
J.A.M. de Rijk BV, The Netherlands
Know-Center Graz, Austria
LIMSI Paris, France
MODUL University Vienna, Austria
National University of Ireland, Galway, Ireland
Portbase BV, The Netherlands
PTV Planung Transport Verkehr AG, Germany
Qualysoft GmbH, Austria
Siemens AG Österreich, Austria
TransVer GmbH, Germany
TU Eindhoven, The Netherlands
University of Sheffield, United Kingdom