Jan Vanthienen

ORCID

Publication Activity (10 Years)

Years Active: 1981-2024
Publications (10 Years): 81

Top Venues

Business Process Management Workshops

CoRR

Expert Syst. Appl.

Decis. Support Syst.

Publications

Jan Vanthienen, Alexandre Goossens
From Text to Intelligent Services in Knowledge Intensive Decision Processes: Text2Chat. HICSS (2024)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Extracting Process-Aware Decision Models from Object-Centric Process Data. CoRR (2024)
Alexandre Goossens, Simon Vandevelde, Jan Vanthienen, Joost Vennekens
GPT-3 for Decision Logic Modeling. RuleML+RR (Companion) (2023)
Alexandre Goossens, Charlotte Verbruggen, Monique Snoeck, Johannes De Smedt, Jan Vanthienen
Aligning Object-Centric Event Logs with Data-Centric Conceptual Models. BPMDS/EMMSAD@CAiSE (2023)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Comparing the Performance of GPT-3 with BERT for Decision Requirements Modeling. CoopIS (2023)
Ziboud Van Veldhoven, Kani Kiliç, Divya Prakash, Ryan Michael Smith-Cooper, Jan Vanthienen
How a Professional Association Can Steer Digital Transformation: Case Study of the Belgian Notary Industry. QUATIC (2023)
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
From OCEL to DOCEL - Datasets and Automated Transformation. CoRR (2023)
Alexandre Goossens, Jan Vanthienen
Integrating GPT-Technologies with Decision Models for Explainability. xAI (3) (2023)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Extracting Decision Model and Notation models from text using deep learning techniques. Expert Syst. Appl. 211 (2023)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
Enhancing Data-Awareness of Object-Centric Event Logs. CoRR (2022)
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen, Wil M. P. van der Aalst
Enhancing Data-Awareness of Object-Centric Event Logs. ICPM Workshops (2022)
Alexandre Goossens, Ulysse Maes, Yves Timmermans, Jan Vanthienen
Automated Intelligent Assistance with Explainable Decision Models in Knowledge-Intensive Processes. Business Process Management Workshops (2022)
Ziboud Van Veldhoven, Jan Vanthienen
Digital transformation as an interaction-driven perspective between business, society, and technology. Electron. Mark. 32 (2) (2022)
Rongjia Song, Weiping Cui, Jan Vanthienen, Lei Huang, Ying Wang
Business process redesign towards IoT-enabled context-awareness: the case of a Chinese bulk port. Bus. Process. Manag. J. 28 (3) (2022)
Claudio Di Ciccio, Søren Debois, Artem Polyvyanyy, Tijs Slaats, Arthur H. M. ter Hofstede, Jan Vanthienen
Preface to the Special Issue on Process Querying and Declarative, Decision and Hybrid Approaches to Processes 2019. J. Data Semant. 10 (1-2) (2021)
Alexandre Goossens, Laure Berth, Emilia Decoene, Ziboud Van Veldhoven, Jan Vanthienen
Automatically Extracting Insurance Contract Knowledge Using NLP. BIS (Workshops) (2021)
Simon Vandevelde, Vedavyas Etikala, Jan Vanthienen, Joost Vennekens
Leveraging the Power of IDP with the Flexibility of DMN: A Multifunctional API. RuleML+RR (2021)
Alexandre Goossens, Michelle Claessens, Charlotte Parthoens, Jan Vanthienen
Extracting Decision Dependencies and Decision Logic from Text Using Deep Learning Techniques. Business Process Management Workshops (2021)
Ziboud Van Veldhoven, Vedavyas Etikala, Alexandre Goossens, Jan Vanthienen
A Scoping Review of the Digital Transformation Literature Using Scientometric Analysis. BIS (2021)
Ziboud Van Veldhoven, Jan Vanthienen
Consolidating Academic and Practical Guidelines for Digital Transformation. BIS (Workshops) (2021)
Alexandre Goossens, Michelle Claessens, Charlotte Parthoens, Jan Vanthienen
Deep Learning for the Identification of Decision Modelling Components from Text. RuleML+RR (2021)
Vedavyas Etikala, Alexandre Goossens, Ziboud Van Veldhoven, Jan Vanthienen
Automatic Generation of Intelligent Chatbots from DMN Decision Models. RuleML+RR (2021)
Vedavyas Etikala, Jan Vanthienen
An Overview of Methods for Acquiring and Generating Decision Models. KSEM (2021)
María Óskarsdóttir, Cristián Bravo, Carlos Sarraute, Jan Vanthienen, Bart Baesens
The Value of Big Data for Credit Scoring: Enhancing Financial Inclusion using Mobile Phone Data and Social Network Analytics. CoRR (2020)
Jan Kunnen, Maxime Duchateau, Ziboud Van Veldhoven, Jan Vanthienen
Benchmarking Stacking Against Other Heterogeneous Ensembles in Telecom Churn Prediction. SSCI (2020)
María Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen
A Comparative Study of Social Network Classifiers for Predicting Churn in the Telecommunication Industry. CoRR (2020)
Vedavyas Etikala, Ziboud Van Veldhoven, Jan Vanthienen
Text2Dec: Extracting Decision Dependencies from Natural Language Text for Automated DMN Decision Modelling. Business Process Management Workshops (2020)
Niels Martin, Jochen De Weerdt, Carlos Fernández-Llatas, Avigdor Gal, Roberto Gatta, Gema Ibáñez, Owen A. Johnson, Felix Mannhardt, Luis Marco-Ruiz, Steven Mertens, Jorge Munoz-Gama, Fernando Seoane, Jan Vanthienen, Moe Thandar Wynn, David Baltar Boilève, Jochen Bergs, Mieke Joosten-Melis, Stijn Schretlen, Bram B. Van Acker
Recommendations for enhancing the usability and understandability of process mining in healthcare. Artif. Intell. Medicine 109 (2020)
Alexander Stevens, Peter Deruyck, Ziboud Van Veldhoven, Jan Vanthienen
Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for Kiva. SSCI (2020)
María Óskarsdóttir, Cristián Bravo, Carlos Sarraute, Bart Baesens, Jan Vanthienen
Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based Microlending. CoRR (2020)
María Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen
Social Network Analytics for Churn Prediction in Telco: Model Building, Evaluation and Network Architecture. CoRR (2020)
Faruk Hasic, Jan Vanthienen
From decision knowledge to e-government expert systems: the case of income taxation for foreign artists in Belgium. Knowl. Inf. Syst. 62 (5) (2020)
Faruk Hasic, Jan Vanthienen
Complexity metrics for DMN decision models. Comput. Stand. Interfaces 65 (2019)
Rongjia Song, Jan Vanthienen, Weiping Cui, Ying Wang, Lei Huang
Towards a comprehensive understanding of the context concepts in context-aware business processes. S-BPM ONE (2019)
Rongjia Song, Jan Vanthienen, Weiping Cui, Ying Wang, Lei Huang
A DMN-Based Method for Context-Aware Business Process Modeling Towards Process Variability. BIS (1) (2019)
María Óskarsdóttir, Cristián Bravo, Carlos Sarraute, Jan Vanthienen, Bart Baesens
The value of big data for credit scoring: Enhancing financial inclusion using mobile phone data and social network analytics. Appl. Soft Comput. 74 (2019)
Ziboud Van Veldhoven, Rongjia Song, Jan Vanthienen
Cross-language Keyword Analysis of Digital Transformation for Business. ICEBE (2019)
Rongjia Song, Jan Vanthienen, Weiping Cui, Ying Wang, Lei Huang
Context-Aware BPM Using IoT-Integrated Context Ontologies and IoT-Enhanced Decision Models. CBI (1) (2019)
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
Holistic discovery of decision models from process execution data. Knowl. Based Syst. 183 (2019)
Jasmien Lismont, Tine Van Calster, María Óskarsdóttir, Seppe vanden Broucke, Bart Baesens, Wilfried Lemahieu, Jan Vanthienen
Closing the Gap Between Experts and Novices Using Analytics-as-a-Service: An Experimental Study. Bus. Inf. Syst. Eng. 61 (6) (2019)
Rongjia Song, Jan Vanthienen, Weiping Cui, Ying Wang, Lei Huang
What Roles Do Decisions Play in Context-aware Business Process Management? ICEIS (2) (2019)
Ziboud Van Veldhoven, Jan Vanthienen
Designing a Comprehensive Understanding of Digital Transformation and its Impact. Bled eConference (2019)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Augmenting processes with decision intelligence: Principles for integrated modelling. Decis. Support Syst. 107 (2018)
Kathrin Figl, Jan Mendling, Gül Tokdemir, Jan Vanthienen
What we know and what we do not know about DMN. Enterp. Model. Inf. Syst. Archit. Int. J. Concept. Model. 13 (2018)
Jasmien Lismont, Eddy Cardinaels, Liesbeth Bruynseels, Sander De Groote, Bart Baesens, Wilfried Lemahieu, Jan Vanthienen
Predicting tax avoidance by means of social network analytics. Decis. Support Syst. 108 (2018)
María Óskarsdóttir, Bart Baesens, Jan Vanthienen
Profit-Based Model Selection for Customer Retention Using Individual Customer Lifetime Values. Big Data 6 (1) (2018)
Kathrin Figl, Jan Mendling, Gül Tokdemir, Jan Vanthienen
What we know and what we do not know about DMN. EMISA Forum 38 (1) (2018)
María Óskarsdóttir, Cristián Bravo, Carlos Sarraute, Bart Baesens, Jan Vanthienen
Credit Scoring for Good: Enhancing Financial Inclusion with Smartphone-Based Microlending. ICIS (2018)
Marjolein Deryck, Faruk Hasic, Jan Vanthienen, Joost Vennekens
A Case-Based Inquiry into the Decision Model and Notation (DMN) and the Knowledge Base (KB) Paradigm. RuleML+RR (2018)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Discovering hidden dependencies in constraint-based declarative process models for improving understandability. Inf. Syst. 74 (Part) (2018)
Jasmien Lismont, Sudha Ram, Jan Vanthienen, Wilfried Lemahieu, Bart Baesens
Predicting interpurchase time in a retail environment using customer-product networks: An empirical study and evaluation. Expert Syst. Appl. 104 (2018)
Faruk Hasic, Alexander De Craemer, Thijs Hegge, Gideon Magala, Jan Vanthienen
Measuring the Complexity of DMN Decision Models. Business Process Management Workshops (2018)
María Óskarsdóttir, Tine Van Calster, Bart Baesens, Wilfried Lemahieu, Jan Vanthienen
Time series for early churn detection: Using similarity based classification for dynamic networks. Expert Syst. Appl. 106 (2018)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Redesigning Processes for Decision-Awareness: Strategies for Integrated Modelling. QUATIC (2018)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Developing a Modelling and Mining Framework for Integrated Processes and Decisions. OTM Workshops (2017)
Johannes De Smedt, Faruk Hasic, Seppe K. L. M. vanden Broucke, Jan Vanthienen
Towards a Holistic Discovery of Decisions in Process-Aware Information Systems. BPM (2017)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
Towards Assessing the Theoretical Complexity of the Decision Model and Notation (DMN). RADAR+EMISA@CAiSE (2017)
Faruk Hasic, Johannes De Smedt, Jan Vanthienen
A Service-Oriented Architecture Design of Decision-Aware Information Systems: Decision as a Service - (Short Paper). OTM Conferences (1) (2017)
Jasmien Lismont, Jan Vanthienen, Bart Baesens, Wilfried Lemahieu
Defining analytics maturity indicators: A survey approach. Int. J. Inf. Manag. 37 (3) (2017)
Faruk Hasic, Lesly Devadder, Maxim Dochez, Jonas Hanot, Johannes De Smedt, Jan Vanthienen
Challenges in Refactoring Processes to Include Decision Modelling. Business Process Management Workshops (2017)
María Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen
Social network analytics for churn prediction in telco: Model building, evaluation and network architecture. Expert Syst. Appl. 85 (2017)
Faruk Hasic, Linus Vanwijck, Jan Vanthienen
Integrating Processes, Cases, and Decisions for Knowledge-Intensive Process Modelling. PrOse@PoEM (2017)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Improving Understandability of Declarative Process Models by Revealing Hidden Dependencies. CAiSE (2016)
Ingmar Dasseville, Laurent Janssens, Gerda Janssens, Jan Vanthienen, Marc Denecker
Combining DMN and the Knowledge Base Paradigm for Flexible Decision Enactment. RuleML (Supplement) (2016)
Laurent Janssens, Johannes De Smedt, Jan Vanthienen
Modeling and Enacting Enterprise Decisions. CAiSE Workshops (2016)
Filip Caron, Jan Vanthienen
Exploring business process modelling paradigms and design-time to run-time transitions. Enterp. Inf. Syst. 10 (7) (2016)
Jasmien Lismont, Anne-Sophie Janssens, Irina Odnoletkova, Seppe vanden Broucke, Filip Caron, Jan Vanthienen
A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways. Comput. Biol. Medicine 77 (2016)
Johannes De Smedt, Seppe K. L. M. vanden Broucke, Josué Obregon, Aekyung Kim, Jae-Yoon Jung, Jan Vanthienen
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions. Business Process Management Workshops (2016)
Bart Baesens, Ravi Bapna, James R. Marsden, Jan Vanthienen, J. Leon Zhao
Transformational Issues of Big Data and Analytics in Networked Business. MIS Q. 40 (4) (2016)
Johannes De Smedt, Claudio Di Ciccio, Jan Vanthienen, Jan Mendling
Model Checking of Mixed-Paradigm Process Models in a Discovery Context - Finding the Fit Between Declarative and Procedural. Business Process Management Workshops (2016)
Seppe K. L. M. vanden Broucke, Filip Caron, Jasmien Lismont, Jan Vanthienen, Bart Baesens
On the gap between reality and registration: a business event analysis classification framework. Inf. Technol. Manag. 17 (4) (2016)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
Erratum to: Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. 58 (1) (2016)
Xinwei Zhu, Seppe vanden Broucke, Guobin Zhu, Jan Vanthienen, Bart Baesens
Enabling flexible location-aware business process modeling and execution. Decis. Support Syst. 83 (2016)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen, Geert Poels
Mixed-Paradigm Process Modeling with Intertwined State Spaces. Bus. Inf. Syst. Eng. 58 (1) (2016)
Laurent Janssens, Ekaterina Bazhenova, Johannes De Smedt, Jan Vanthienen, Marc Denecker
Consistent Integration of Decision (DMN) and Process (BPMN) Models. CAiSE Forum (2016)
María Óskarsdóttir, Cristián Bravo, Wouter Verbeke, Carlos Sarraute, Bart Baesens, Jan Vanthienen
A comparative study of social network classifiers for predicting churn in the telecommunication industry. ASONAM (2016)
Johannes De Smedt, Jochen De Weerdt, Estefanía Serral, Jan Vanthienen
Gamification of Declarative Process Models for Learning and Model Verification. Business Process Management Workshops (2015)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen
Fusion Miner: Process discovery for mixed-paradigm models. Decis. Support Syst. 77 (2015)
Jan Vanthienen
On Smart Data, Decisions and Processes. KDIR (2015)
Estefanía Serral, Johannes De Smedt, Monique Snoeck, Jan Vanthienen
Context-adaptive Petri nets: Supporting adaptation for the execution context. Expert Syst. Appl. 42 (23) (2015)
Stijn Goedertier, Jan Vanthienen, Filip Caron
Declarative business process modelling: principles and modelling languages. Enterp. Inf. Syst. 9 (2) (2015)
Estefanía Serral, Johannes De Smedt, Jan Vanthienen
Making Business Environments Smarter: A Context-Adaptive Petri Net Approach. UIC/ATC/ScalCom (2014)
Johannes De Smedt, Jochen De Weerdt, Jan Vanthienen
Multi-paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences - (Short Paper). OTM Conferences (2014)
Ying Wang, Filip Caron, Jan Vanthienen, Lei Huang, Yi Guo
Acquiring logistics process intelligence: Methodology and an application for a Chinese bulk port. Expert Syst. Appl. 41 (1) (2014)
Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens
Determining Process Model Precision and Generalization with Weighted Artificial Negative Events. IEEE Trans. Knowl. Data Eng. 26 (8) (2014)
Xinwei Zhu, Guobin Zhu, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
Towards Location-Aware Process Modeling and Execution. Business Process Management Workshops (2014)
Estefanía Serral, Johannes De Smedt, Jan Vanthienen
Extending CPN Tools with Ontologies to Support the Management of Context-Adaptive Business Processes. Business Process Management Workshops (2014)
Seppe K. L. M. vanden Broucke, Jorge Munoz-Gama, Josep Carmona, Bart Baesens, Jan Vanthienen
Event-Based Real-Time Decomposed Conformance Analysis. OTM Conferences (2014)
Filip Caron, Jan Vanthienen, Bart Baesens
Clinical Pathway Analytics. J. Inf. Technol. Res. 7 (1) (2014)
Alex Seret, Seppe K. L. M. vanden Broucke, Bart Baesens, Jan Vanthienen
A dynamic understanding of customer behavior processes based on clustering and sequence mining. Expert Syst. Appl. 41 (10) (2014)
Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
Declarative process discovery with evolutionary computing. IEEE Congress on Evolutionary Computation (2014)
Filip Caron, Jan Vanthienen, Kris Vanhaecht, Erik van Limbergen, Jochen De Weerdt, Bart Baesens
Monitoring care processes in the gynecologic oncology department. Comput. Biol. Medicine 44 (2014)
Avi Wasser, Jan Vanthienen
SeDeS 2013 PC Co-Chairs Message. OTM Workshops (2013)
Jan Vanthienen, Filip Caron
Modeling Business Decisions and Processes - Which Comes First?. KDIR/KMIS (2013)
Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens
A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM. CIDM (2013)
Ying Wang, Filip Caron, Jan Vanthienen, Lei Huang, Yi Guo
Investigating Service Behavior Variance in Port Logistics from a Process Perspective. Business Process Management Workshops (2013)
Seppe vanden Broucke, Jan Vanthienen, Bart Baesens
Volvo IT Belgium VINST. BPIC@BPM (2013)
Jochen De Weerdt, Seppe K. L. M. vanden Broucke, Jan Vanthienen, Bart Baesens
Active Trace Clustering for Improved Process Discovery. IEEE Trans. Knowl. Data Eng. 25 (12) (2013)
Filip Caron, Jan Vanthienen, Bart Baesens
Business Rule Patterns and Their Application to Process Analytics. EDOC Workshops (2013)
Seppe K. L. M. vanden Broucke, Cédric Delvaux, João Freitas, Taisiia Rogova, Jan Vanthienen, Bart Baesens
Uncovering the Relationship Between Event Log Characteristics and Process Discovery Techniques. Business Process Management Workshops (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Vanthienen