Stefan Thalmann

Orcid: 0000-0001-6529-7958

According to our database1, Stefan Thalmann authored at least 69 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data Anonymization as Instrument to manage Knowledge Risks in Supply Chains.
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

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

Using Simulation to Leverage Digital Transformation of SMEs: A European Perspective.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

"Digital? Sicher!" - An Educational Game to Build Digital Competences.
Proceedings of the Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption, 2022

A Framework to Identify Data Governance Requirements in Open Data Ecosystems.
Proceedings of the 35th Bled eConference - Digital Restructuring and Human (Re)action, June 26, 2022

Caution or Trust in AI? How to design XAI in sensitive Use Cases?
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
Das Institut für Informationswissenschaft an der Universität Graz: 1987 - 2020.
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

A Network-based Tool for Identifying Knowledge Risks in Data-Driven Business Models.
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
Knowledge Risks in Digital Supply Chains: A Literature Review.
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

Why Should We Investigate Knowledge Risks Incidents? - Lessons from Four Cases.
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

Visual Analysis of Aluminum Production Data with Tightly Linked Views.
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

An Approach for Secure Data Transmission in a Distributed Production Environment.
Proceedings of the 32nd Bled eConference: Humanizing Technology for a Sustainable Society, 2019

2018
Data driven decision support.
it Inf. Technol., 2018

Open Innovation in the Big Data Era With the MOVING Platform.
IEEE Multim., 2018

AFEL - Analytics for Everyday Learning.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018


Interoperability and Integration in Future Production Systems.
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

Reflections on the Workshop.
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

Toward a Visual Analytics Framework for Learning Communities in Industry 4.0.
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

Improving Search Strategies of Auditors - A Focus Group on Reflection Interventions.
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
Knowledge Analytics For Workplace Learning.
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
Protecting organizational knowledge: a structured literature review.
J. Knowl. Manag., 2015

Knowledge Risks of Social Media in the Financial Industry.
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

Addressing Challenges for Informal Learning in Networks of Organizations.
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
Soziale Wissensumgebungen.
Wirtschaftsinf., 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

Social Knowledge Environments.
Bus. Inf. Syst. Eng., 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

Ontology-based standardization on knowledge exchange in social knowledge management environments.
Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, 2012

Security Management in Cross-Organizational Settings: A Design Science Approach.
Proceedings of the International Conference on Information Systems, 2012

Challenges in Cross-Organizational Security Management.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012

2011
Performance Measurement in Cross-Organizational Security Settings.
Proceedings of the Third International Workshop on Security Measurements and Metrics, 2011

2010
Capturing Practices of Knowledge Work for Information Systems Design.
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


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