Stefan Thalmann

94 papers A 2B 4C 2Journal 26Unranked 57

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Maturity Model for Data-Driven Service Innovation. HICSS Berndt Jesenko, Stefan Thalmann
2025	A	`conf`	Exploring the Effect of Context-Awareness and Popularity Calibration on Popularity Bias in POI Recommendations. RecSys Andrea Forster, Simone Kopeinik, Denis Helic, Stefan Thalmann, Dominik Kowald
2025	J	`jnl`	Exploring the Effect of Context-Awareness and Popularity Calibration on Popularity Bias in POI Recommendations. CoRR Andrea Forster, Simone Kopeinik, Denis Helic, Stefan Thalmann, Dominik Kowald
2025	B	`conf`	Leveraging Causal Discovery to Tackle Complexity in Model-Based Anomaly Detection: Case-Study from Blast Furnace Operation. DSAA Matej Vukovic, Belgin Mutlu, Thomas Kristan, Petra Krahwinkler, Christian Tauber, Stefan Thalmann
2025	J	`jnl`	Rejected by an AI? Comparing job applicants' fairness perceptions of artificial intelligence and humans in personnel selection. Frontiers Artif. Intell. Christine Malin, Jürgen Fleiß, Renate Ortlieb, Stefan Thalmann
2025	J	`jnl`	Reproducibility in machine-learning-based research: Overview, barriers, and drivers. AI Mag. Harald Semmelrock, Tony Ross-Hellauer, Simone Kopeinik, Dieter Theiler, Armin Haberl, Stefan Thalmann, Dominik Kowald
2025	J	`jnl`	Stakeholder-specific adoption of AI in HRM: workers' representatives' perspective on concerns, requirements, and measures. Frontiers Artif. Intell. Christine Malin, Jürgen Fleiß, Stefan Thalmann
2024	C	`conf`	Better the Devil You Don't Know. Perceived Discrimination Increases Positive Evaluation of AI Recruiting Decisions. ICIS Jürgen Fleiß, Bettina Kubicek, Stefan Thalmann
2024	—	`conf`	Black Box or Open Science? Assessing Reproducibility-Related Documentation in AI Research. HICSS Florian Koenigstorfer, Armin Haberl, Dominik Kowald, Tony Ross-Hellauer, Stefan Thalmann
2024	—	`conf`	Bridging AI Development and Compliance: Design Principles for the Documentation of AI. ECIS Florian Koenigstorfer, Felix Friedrich Anton Krieger, Stefan Thalmann
2024	—	`conf`	Data Anonymization as Instrument to manage Knowledge Risks in Supply Chains. HICSS Johannes Paul Zeiringer, Jürgen Fleiß, Stefan Thalmann
2024	J	`jnl`	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. Matej Vukovic, Georgios Koutroulis, Belgin Mutlu, Petra Krahwinkler, Stefan Thalmann
2024	J	`jnl`	Mitigating Algorithm Aversion in Recruiting: A Study on Explainable AI for Conversational Agents. ACM SIGMIS Database Jürgen Fleiß, Elisabeth Bäck, Stefan Thalmann
2024	J	`jnl`	Reproducibility in Machine Learning-based Research: Overview, Barriers and Drivers. CoRR Harald Semmelrock, Tony Ross-Hellauer, Simone Kopeinik, Dieter Theiler, Armin Haberl, Stefan Thalmann, Dominik Kowald
2024	—	`conf`	Reproducible AutoML: An Assessment of Research Reproducibility of No-Code AutoML Tools. Wirtschaftsinformatik Sabrina Pletzl, Armin Haberl, Tony Ross-Hellauer, Stefan Thalmann
2024	—	`conf`	Requirements for the use of AI in HRM. A workers' representives' perspective on AI regulations. Wirtschaftsinformatik Christine Malin, Jürgen Fleiß, Christina Fuchs, Astrid Reichel, Stefan Thalmann
2024	J	`jnl`	The application of AI in digital HRM - an experiment on human decision-making in personnel selection. Bus. Process. Manag. J. Christine Dagmar Malin, Jürgen Fleiß, Isabella Seeber, Bettina Kubicek, Cordula Kupfer, Stefan Thalmann
2024	—	`conf`	Unveiling Operational Dynamics: Causally Interpretable Clustering for Understanding the Usage of Plastic Injection Molding Machines. CBI Matej Vukovic, Paul Haferlbauer, Belgin Mutlu, Stefan Thalmann
2023	—	`conf`	Predicting Partial Discharges of Transformers: Decision Support System for Factory Acceptance Test. IEEM Benjamin Gigerl, Yang Zhao, Johann Raminger, Jupiter Bakakeu, Roman Kern, Stefan Thalmann
2023	J	`jnl`	Take the aTrain. Introducing an Interface for the Accessible Transcription of Interviews. CoRR Armin Haberl, Jürgen Fleiß, Dominik Kowald, Stefan Thalmann
2022	B	`conf`	"Digital? Sicher!" - An Educational Game to Build Digital Competences. EC-TEL Kathrin Otrel-Cass, Stefan Thalmann, Viktoria Pammer-Schindler, Michael Fasching, Analía Cicchinelli, Eva Griesbacher, Christine Malin, Julia Mayr, Alfred Wertner, Thomas Doppelreiter
2022	—	`conf`	A Framework to Identify Data Governance Requirements in Open Data Ecosystems. Bled eConference Armin Haberl, Christine Dagmar Malin, Stefan Thalmann
2022	—	`conf`	Caution or Trust in AI? How to design XAI in sensitive Use Cases? AMCIS Anika Kloker, Jürgen Fleiß, Christoph Koeth, Thomas Kloiber, Patrick Ratheiser, Stefan Thalmann
2022	—	`conf`	Decision support for multi-component systems: visualizing interdependencies for predictive maintenance. HICSS Milot Gashi, Belgin Mutlu, Stefanie N. Lindstaedt, Stefan Thalmann
2022	—	`ch.`	Discovering Actionable Knowledge for Industry 4.0: From Data Mining to Predictive and Prescriptive Analytics. Digital Transformation Christoph G. Schuetz, Matt Selway, Stefan Thalmann, Michael Schrefl
2022	J	`jnl`	MEDEP: Maintenance Event Detection for Multivariate Time Series Based on the PELT Approach. Sensors Milot Gashi, Heimo Gursch, Hannes Hinterbichler, Stefan Pichler, Stefanie N. Lindstaedt, Stefan Thalmann
2022	J	`jnl`	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. Johannes Paul Zeiringer, Susanne Durst, Stefan Thalmann
2022	—	`conf`	Using Simulation to Leverage Digital Transformation of SMEs: A European Perspective. HICSS Isabel Ramos, Klaus North, Stefan Thalmann, Nekane Aramburu, Andreas Hermann, Karin Gräslund, Victor Barros
2022	—	`conf`	Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering. HICSS Anna Polzer, Jürgen Fleiß, Thomas Ebner, Philipp Kainz, Christoph Koeth, Stefan Thalmann
2021	—	`conf`	A Network-based Tool for Identifying Knowledge Risks in Data-Driven Business Models. HICSS Michael Fruhwirth, Viktoria Pammer-Schindler, Stefan Thalmann
2021	A	`conf`	DDI: A novel technology and innovation model for dependable, collaborative and autonomous systems. DATE Eric Armengaud, Daniel Schneider, Jan Reich, Ioannis Sorokos, Yiannis Papadopoulos, Marc Zeller, Gilbert Regan, Georg Macher, Omar Veledar, Stefan Thalmann, Sohag Kabir
2021	J	`jnl`	Das Institut für Informationswissenschaft an der Universität Graz: 1987 - 2020. Inf. Wiss. Prax. Gerhard Reichmann, Christian Schlögl, Stefan Thalmann
2021	J	`jnl`	Dealing with missing usage data in defect prediction: A case study of a welding supplier. Comput. Ind. Milot Gashi, Patrick Ofner, Helmut Ennsbrunner, Stefan Thalmann
2021	J	`jnl`	Visual Exploration of Anomalies in Cyclic Time Series Data with Matrix and Glyph Representations. Big Data Res. Josef Suschnigg, Belgin Mutlu, Georgios Koutroulis, Vedran Sabol, Stefan Thalmann, Tobias Schreck
2020	—	`conf`	Enhanced Active Learning of Convolutional Neural Networks: A Case Study for Defect Classification in the Semiconductor Industry. KDIR Georgios Koutroulis, Tiago Santos, Michael Wiedemann, Christian Faistauer, Roman Kern, Stefan Thalmann
2020	—	`conf`	Explainability and the Intention to Use AI-based Conversational Agents (Short Paper). XI-ML@KI Jürgen Fleiß, Elisabeth Bäck, Stefan Thalmann
2020	—	`conf`	Exploration of Anomalies in Cyclic Multivariate Industrial Time Series Data for Condition Monitoring. EDBT/ICDT Workshops Josef Suschnigg, Belgin Mutlu, Anna Katharina Fuchs, Vedran Sabol, Stefan Thalmann, Tobias Schreck
2020	—	`conf`	How Large Manufacturing Firms Understand the Impact of Digitization: A Learning Perspective. HICSS Stefan Thalmann, Angela Fessl, Viktoria Pammer-Schindler
2020	—	`conf`	Industrial Production Process Improvement by a Process Engine Visual Analytics Dashboard. HICSS Josef Suschnigg, Florian Ziessler, Markus Brillinger, Matej Vukovic, Jürgen Mangler, Tobias Schreck, Stefan Thalmann
2020	—	`conf`	Knowledge Risks in Digital Supply Chains: A Literature Review. Wirtschaftsinformatik (Zentrale Tracks) Johannes Paul Zeiringer, Stefan Thalmann
2020	—	`conf`	Why Should We Investigate Knowledge Risks Incidents? - Lessons from Four Cases. HICSS Stefan Thalmann, Ilona Ilvonen
2020	—	`ed.`	Wissensmanagement in digitalen Arbeitswelten: Aktuelle Ansätze und Perspektiven - Knowledge Management in Digital Workplace Environments: State of the Art and Outlook, WM 2019, Potsdam, Germany, March 18-20, 2019. WM Peter Heisig, Ronald Orth, Jakob Michael Schoenborn, Stefan Thalmann
2019	—	`conf`	An Approach for Secure Data Transmission in a Distributed Production Environment. Bled eConference Matej Vukovic, Christian Kittl, Jürgen Mangler, Stefan Thalmann
2019	—	`conf`	Collaborating in a Research and Development Project: Knowledge Protection Practices applied in a Co-opetitive Setting. WM Rene Kaiser, Stefan Thalmann, Viktoria Pammer-Schindler, Angela Fessl
2019	—	`conf`	Information and knowledge risks in supply chain interactions of SMEs. An exploratory study. WM Klaus North, Armindo Barbosa de Carvalho, Alessio Maria, Susanne Durst, João Álvaro Carvalho, Karin Gräslund, Stefan Thalmann
2019	—	`conf`	Taking Complexity into Account: A Structured Literature Review on Multi-component Systems in the Context of Predictive Maintenance. EMCIS Milot Gashi, Stefan Thalmann
2019	—	`conf`	Visual Analysis of Aluminum Production Data with Tightly Linked Views. EuroVis (Posters) Nikolina Jekic, Belgin Mutlu, Mario Faschang, Steffen Neubert, Stefan Thalmann, Tobias Schreck
2018	—	`conf`	AFEL - Analytics for Everyday Learning. WWW (Companion Volume) Mathieu d'Aquin, Dominik Kowald, Angela Fessl, Elisabeth Lex, Stefan Thalmann
2018	—	`conf`	Analytics for Everyday Learning from two Perspectives: Knowledge Workers and Teachers. AFEL@EC-TEL Angela Fessl, Dominik Kowald, Susana López-Sola, Ana Moreno, Ricardo Alonso Maturana, Stefan Thalmann
2018	—	`conf`	Challenges from Data-Driven Predictive Maintenance in Brownfield Industrial Settings. BIS (Workshops) Georgios Koutroulis, Stefan Thalmann
2018	—	`conf`	Data Analytics for Industrial Process Improvement A Vision Paper. CBI (2) Stefan Thalmann, Juergen Mangler, Tobias Schreck, Christian Huemer, Marc Streit, Florian Pauker, Georg Weichhart, Stefan Schulte, Christian Kittl, Christoph Pollak, Matej Vukovic, Gerti Kappel, Milot Gashi, Stefanie Rinderle-Ma, Josef Suschnigg, Nikolina Jekic, Stefanie N. Lindstaedt
2018	J	`jnl`	Data driven decision support. it Inf. Technol. Stefan Thalmann
2018	—	`conf`	Evaluating the AFEL Learning Tool: Didactalia Users' Experiences with Personalized Recommendations and Interactive Visualizations. AFEL@EC-TEL Seren Yenikent, Peter Holtz, Stefan Thalmann, Mathieu d'Aquin, Joachim Kimmerle
2018	—	`conf`	Interoperability and Integration in Future Production Systems. CBI (2) Christian Huemer, Gerti Kappel, Manuel Wimmer, Henderik A. Proper, Siegfried Reich, Wernher Behrendt, Stefan Thalmann, Georg Weichhart, Alois Zoitl
2018	J	`jnl`	Open Innovation in the Big Data Era With the MOVING Platform. IEEE Multim. Iacopo Vagliano, Franziska Günther, Matthias Heinz, Aitor Apaolaza, Irina Bienia, Gert Breitfuss, Till Blume, Chrysa Collyda, Angela Fessl, Sebastian Gottfried, Peter Hasitschka, Jasmin Kellermann, Thomas Köhler, Annalouise Maas, Vasileios Mezaris, Ahmed Saleh, Andrzej M. J. Skulimowski, Stefan Thalmann, Markel Vigo, Alfred Wertner, Michael Wiese, Ansgar Scherp
2018	—	`ed.`	Proceedings of the 1st Workshop on Analytics for Everyday Learning co-located with 13th European Conference on Technology Enhanced Learning (EC-TEL 2018), Leeds, United Kingdom, September 4, 2018. AFEL@EC-TEL Angela Fessl, Stefan Thalmann, Mathieu d'Aquin, Peter Holtz, Stefan Dietze
2018	—	`conf`	Reflections on the Workshop. AFEL@EC-TEL Angela Fessl, Stefan Thalmann
2018	B	`conf`	Virtualizing face-2-face trainings for training senior professionals: a comparative case study on financial auditors. L@S Viktoria Pammer-Schindler, Stefan Thalmann, Angela Fessl, Julia Füssel
2017	—	`conf`	Adaptive and Reflective Training Support for Improving Search Behaviour in Industry 4.0. WM Angela Fessl, Stefan Thalmann, Viktoria Pammer-Schindler
2017	—	`conf`	Improving Search Strategies of Auditors - A Focus Group on Reflection Interventions. ARTEL@EC-TEL Angela Fessl, Viktoria Pammer, Michael Wiese, Stefan Thalmann
2017	J	`jnl`	Needles in the Haystack: Finding Content Worth Preparing for Workplace Learning with the KEP Model. IEEE Trans. Learn. Technol. Stefan Thalmann, Ronald Maier
2017	—	`conf`	Not Just Another Type of Resistance - towards a Deeper Understanding of Supportive non-Use. ECIS Manfred Geiger, Lena Waizenegger, Tamsin Treasure-Jones, Christina Sarigianni, Ronald Maier, Stefan Thalmann, Ulrich Remus
2017	—	`conf`	Toward a Visual Analytics Framework for Learning Communities in Industry 4.0. WM Peter Hasitschka, Vedran Sabol, Stefan Thalmann
2016	—	`conf`	Connect with Care: Protecting While Developing Knowledge in Networks of Organizations (Extended Abstract). MKWI Markus Manhart, Stefan Thalmann, Ronald Maier
2016	—	`conf`	From Isolation to Collaboration - How the Increasing diffusion of Mobile Devices has changed Practices of Knowledge Sharing in non-Office Settings. ECIS Lena Waizenegger, Stefan Thalmann, Christina Sarigianni, Andreas Eckhardt, Darl Kolb, Ronald Maier, Ulrich Remus
2016	—	`conf`	Knowledge Analytics For Workplace Learning. LWDA Maria Anna Schett, Stefan Thalmann, Ronald K. Maier
2016	—	`conf`	Protecting Knowledge in the Financial Sector: An Analysis of Knowledge Risks Arising from Social Media. HICSS Christina Sarigianni, Stefan Thalmann, Markus Manhart
2015	—	`conf`	Addressing Challenges for Informal Learning in Networks of Organizations. ECIS Stephan Schäper, Stefan Thalmann
2015	—	`conf`	Assessing Informal Social Learning at the Workplace - A Revalidation Case from Healthcare. GeNeMe Michael Steurer, Stefan Thalmann, Ronald Maier, Tamsin Treasure-Jones, John Bibby, Micky Kerr
2015	J	`jnl`	Knowledge Risks of Social Media in the Financial Industry. Int. J. Knowl. Manag. Christina Sarigianni, Stefan Thalmann, Markus Manhart
2015	J	`jnl`	Protecting organizational knowledge: a structured literature review. J. Knowl. Manag. Markus Manhart, Stefan Thalmann
2015	—	`conf`	The Ends of Knowledge Sharing in Networks: Using Information Technology to Start Knowledge Protection. ECIS Markus Manhart, Stefan Thalmann, Ronald Maier
2014	J	`jnl`	An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. Int. J. Knowl. Manag. Stefan Thalmann, Markus Manhart, Paolo Ceravolo, Antonia Azzini
2014	J	`jnl`	Complexity is dead, long live complexity! How software can help service providers manage security and compliance. Comput. Secur. Stefan Thalmann, Daniel Bachlechner, Lukas Demetz, Markus Manhart
2014	—	`conf`	Protecting Organisational Knowledge: A Structured Literature Review (Abstract Only). MKWI Markus Manhart, Stefan Thalmann
2014	J	`jnl`	Security and compliance challenges in complex IT outsourcing arrangements: A multi-stakeholder perspective. Comput. Secur. Daniel Bachlechner, Stefan Thalmann, Ronald Maier
2014	J	`jnl`	Social Knowledge Environments. Bus. Inf. Syst. Eng. Jan M. Pawlowski, Markus Bick, René Peinl, Stefan Thalmann, Ronald Maier, Lars Hetmank, Paul Kruse, Malte Martensen, Henri Pirkkalainen
2014	J	`jnl`	Soziale Wissensumgebungen. Wirtschaftsinf. Jan M. Pawlowski, Markus Bick, René Peinl, Stefan Thalmann, Ronald Maier, Lars Hetmank, Paul Kruse, Malte Martensen, Henri Pirkkalainen
2014	—	`conf`	Technology Support for Informal Learning in Mobile Work Situations. MKWI Stephan Schäper, Stefan Thalmann
2013	—	`conf`	An Integrated Risk Management Framework: Measuring the Success of Organizational Knowledge Protection. AMCIS Markus Manhart, Stefan Thalmann
2013	B	`conf`	Designing Scalable Informal Learning Solutions with Personas: A Pilot Study in the Healthcare Sector. EC-TEL Stefan Thalmann, Vanessa Borntrager, Tamsin Treasure-Jones, John Sandars, Ronald Maier, Kathrin Widmann, Micky Kerr
2013	—	`conf`	Gathering Knowledge from Social Knowledge Management Environments: Validation of an Anticipatory Standard. Wirtschaftsinformatik René Peinl, Lars Hetmank, Markus Bick, Stefan Thalmann, Paul Kruse, Jan M. Pawlowski, Ronald Maier, Isabella Seeber
2012	—	`conf`	Challenges in Cross-Organizational Security Management. HICSS Stefan Thalmann, Daniel Bachlechner, Lukas Demetz, Ronald Maier
2012	J	`jnl`	Collaborative ethnography for information systems research Studying knowledge work practices and designing supportive information systems. Australas. J. Inf. Syst. Ronald Maier, Stefan Thalmann
2012	—	`conf`	Managing and facilitating knowledge creation in collaborative settings. MKWI Stefan Thalmann, Isabella Seeber
2012	—	`conf`	Manifesto for a Standard on Meaningful Representationsof Knowledge in Social Knowledge Management Environments. MKWI Markus Bick, Lars Hetmank, Paul Kruse, Ronald Maier, Jan M. Pawlowski, René Peinl, Eric Schoop, Isabella Seeber, Stefan Thalmann
2012	—	`conf`	Ontology-based standardization on knowledge exchange in social knowledge management environments. I-KNOW Stefan Thalmann, Isabella Seeber, Ronald Maier, René Peinl, Jan M. Pawlowski, Lars Hetmank, Paul Kruse, Markus Bick
2012	—	`conf`	Optimising allocation of knowledge workers to learning measuresfor competence development. MKWI Gabriela Waldhart, Stefan Thalmann, Ronald Maier
2012	C	`conf`	Security Management in Cross-Organizational Settings: A Design Science Approach. ICIS Stefan Thalmann, Daniel Bachlechner, Ronald Maier
2011	—	`conf`	Performance Measurement in Cross-Organizational Security Settings. Metrisec@ESEM Lukas Demetz, Stefan Thalmann, Daniel Bachlechner, Ronald Maier
2010	—	`conf`	Capturing Practices of Knowledge Work for Information Systems Design. ECIS Andreas Kaschig, Ronald Maier, Alexander Sandow, Stefan Thalmann
2008	—	`conf`	Adaptation Criteria for Preparing Learning Material for Adaptive Usage: Structured Content Analysis of Existing Systems. USAB Stefan Thalmann
2008	—	`conf`	Collaborative Tagging of Knowledge and Learning Resources. ACIS Ronald Maier, Silke Retzer, Stefan Thalmann
2008	J	`jnl`	Optimizing Assignment of Knowledge Workers to Office Space Using Knowledge Management Criteria: The Flexible Office Case. J. Univers. Comput. Sci. Ronald Maier, Stefan Thalmann, Florian Bayer, Michael Krüger, Hendrik Nitz, Alexander Sandow