Stefan Thalmann
Orcid: 0000-0001-6529-7958
According to our database1,
Stefan Thalmann
authored at least 82 papers
between 2008 and 2024.
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Bibliography
2024
Local machine learning model-based multi-objective optimization for managing system interdependencies in production: A case study from the ironmaking industry.
Eng. Appl. Artif. Intell., 2024
CoRR, 2024
The application of AI in digital HRM - an experiment on human decision-making in personnel selection.
Bus. Process. Manag. J., 2024
Unveiling Operational Dynamics: Causally Interpretable Clustering for Understanding the Usage of Plastic Injection Molding Machines.
Proceedings of the 26th International Conference on Business Informatics, 2024
Better the Devil You Don't Know. Perceived Discrimination Increases Positive Evaluation of AI Recruiting Decisions.
Proceedings of the 45th International Conference on Information Systems, 2024
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Black Box or Open Science? Assessing Reproducibility-Related Documentation in AI Research.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024
Bridging AI Development and Compliance: Design Principles for the Documentation of AI.
Proceedings of the 32nd European Conference on Information Systems, 2024
2023
Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews.
CoRR, 2023
Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2023
2022
MEDEP: Maintenance Event Detection for Multivariate Time Series Based on the PELT Approach.
Sensors, 2022
Show Me What You Do and I Will Tell You Who You Are: A Cluster Typology of Supply Chain Risk Management in SMEs.
J. Theor. Appl. Electron. Commer. Res., 2022
Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Decision support for multi-component systems: visualizing interdependencies for predictive maintenance.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
Proceedings of the Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption, 2022
Proceedings of the 35th Bled eConference - Digital Restructuring and Human (Re)action, June 26, 2022
Proceedings of the 28th Americas Conference on Information Systems, 2022
Discovering Actionable Knowledge for Industry 4.0: From Data Mining to Predictive and Prescriptive Analytics.
Proceedings of the Digital Transformation, 2022
2021
Inf. Wiss. Prax., 2021
Dealing with missing usage data in defect prediction: A case study of a welding supplier.
Comput. Ind., 2021
Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations.
Big Data Res., 2021
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021
DDI: A novel technology and innovation model for dependable, collaborative and autonomous systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
2020
Proceedings of the Entwicklungen, 2020
Explainability and the Intention to Use AI-based Conversational Agents (Short Paper).
Proceedings of the First International Workshop on Explainable and Interpretable Machine Learning (XI-ML 2020) co-located with the 43rd German Conference on Artificial Intelligence (KI 2020), 2020
Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry.
Proceedings of the 12th International Joint Conference on Knowledge Discovery, 2020
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
How Large Manufacturing Firms Understand the Impact of Digitization: A Learning Perspective.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
Industrial Production Process Improvement by a Process Engine Visual Analytics Dashboard.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020
2019
Information and knowledge risks in supply chain interactions of SMEs. An exploratory study.
Proceedings of the Wissensmanagement in digitalen Arbeitswelten: Aktuelle Ansätze und Perspektiven, 2019
Collaborating in a Research and Development Project: Knowledge Protection Practices applied in a Co-opetitive Setting.
Proceedings of the Wissensmanagement in digitalen Arbeitswelten: Aktuelle Ansätze und Perspektiven, 2019
Proceedings of the 21st Eurographics Conference on Visualization, 2019
Taking Complexity into Account: A Structured Literature Review on Multi-component Systems in the Context of Predictive Maintenance.
Proceedings of the Information Systems, 2019
Proceedings of the 32nd Bled eConference: Humanizing Technology for a Sustainable Society, 2019
2018
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 20th IEEE Conference on Business Informatics, 2018
Proceedings of the 20th IEEE Conference on Business Informatics, 2018
Virtualizing face-2-face trainings for training senior professionals: a comparative case study on financial auditors.
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018
Evaluating the AFEL Learning Tool: Didactalia Users' Experiences with Personalized Recommendations and Interactive Visualizations.
Proceedings of the 1st Workshop on Analytics for Everyday Learning co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018), 2018
Proceedings of the 1st Workshop on Analytics for Everyday Learning co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018), 2018
Analytics for Everyday Learning from two Perspectives: Knowledge Workers and Teachers.
Proceedings of the 1st Workshop on Analytics for Everyday Learning co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018), 2018
Challenges from Data-Driven Predictive Maintenance in Brownfield Industrial Settings.
Proceedings of the Business Information Systems Workshops, 2018
2017
Needles in the Haystack: Finding Content Worth Preparing for Workplace Learning with the KEP Model.
IEEE Trans. Learn. Technol., 2017
Proceedings of the Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), 2017
Adaptive and Reflective Training Support for Improving Search Behaviour in Industry 4.0.
Proceedings of the Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), 2017
Proceedings of the 7th Workshop on Awareness and Reflection in Technology Enhanced Learning co-located with the 12th European Conference on Technology Enhanced Learning (EC-TEL 2017), 2017
Not Just Another Type of Resistance - towards a Deeper Understanding of Supportive non-Use.
Proceedings of the 25th European Conference on Information Systems, 2017
2016
Connect with Care: Protecting While Developing Knowledge in Networks of Organizations (Extended Abstract).
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016
Proceedings of the Conference "Lernen, 2016
Protecting Knowledge in the Financial Sector: An Analysis of Knowledge Risks Arising from Social Media.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
From Isolation to Collaboration - How the Increasing diffusion of Mobile Devices has changed Practices of Knowledge Sharing in non-Office Settings.
Proceedings of the 24th European Conference on Information Systems, 2016
2015
J. Knowl. Manag., 2015
Int. J. Knowl. Manag., 2015
Assessing Informal Social Learning at the Workplace - A Revalidation Case from Healthcare.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2015, Dresden, 2015
Proceedings of the 23rd European Conference on Information Systems, 2015
The Ends of Knowledge Sharing in Networks: Using Information Technology to Start Knowledge Protection.
Proceedings of the 23rd European Conference on Information Systems, 2015
2014
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection.
Int. J. Knowl. Manag., 2014
Complexity is dead, long live complexity! How software can help service providers manage security and compliance.
Comput. Secur., 2014
Security and compliance challenges in complex IT outsourcing arrangements: A multi-stakeholder perspective.
Comput. Secur., 2014
Technology Support for Informal Learning in Mobile Work Situations.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2014
Protecting Organisational Knowledge: A Structured Literature Review (Abstract Only).
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2014
2013
Gathering Knowledge from Social Knowledge Management Environments: Validation of an Anticipatory Standard.
Proceedings of the 11. Internationale Tagung Wirtschaftsinformatik, 2013
Designing Scalable Informal Learning Solutions with Personas: A Pilot Study in the Healthcare Sector.
Proceedings of the Scaling up Learning for Sustained Impact, 2013
An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection.
Proceedings of the 19th Americas Conference on Information Systems, 2013
2012
Collaborative ethnography for information systems research Studying knowledge work practices and designing supportive information systems.
Australas. J. Inf. Syst., 2012
Optimising allocation of knowledge workers to learning measuresfor competence development.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012
Managing and facilitating knowledge creation in collaborative settings.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012
Manifesto for a Standard on Meaningful Representationsof Knowledge in Social Knowledge Management Environments.
Proceedings of the Multikonferenz Wirtschaftsinformatik 2012: Tagungsband der MKWI 2012, Braunschweig, Germany, February 29, 2012
Ontology-based standardization on knowledge exchange in social knowledge management environments.
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, 2012
Proceedings of the International Conference on Information Systems, 2012
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
2011
Proceedings of the Third International Workshop on Security Measurements and Metrics, 2011
2010
Proceedings of the 18th European Conference on Information Systems, 2010
2008
Optimizing Assignment of Knowledge Workers to Office Space Using Knowledge Management Criteria: The Flexible Office Case.
J. Univers. Comput. Sci., 2008
Adaptation Criteria for Preparing Learning Material for Adaptive Usage: Structured Content Analysis of Existing Systems.
Proceedings of the HCI and Usability for Education and Work, 2008
Proceedings of the Australasian Conference on Information Systems, 2008