Stefanie Lindstaedt

Research output

Research output per year 1993 2008 2009 2010 2011 2023

• 118 Conference paper
• 31 Article
• 24 Chapter
• 4 Poster
• 11 More
  • 2 Paper
  • 2 Review article
  • 1 Anthology
  • 1 Commissioned report
  • 1 Foreword/postscript
  • 1 Abstract
  • 1 Doctoral Thesis
  • 1 Habilitation
  • 1 Master's Thesis

Research output per year

Research output per year

Search results

• 2023

  Operationalising Transparency as an Integral Value of Learning Analytics Systems -- From Ethical and Data Protection to Technical Design Requirements

  Veljanova, H., Barreiros, C., Gosch, N., Staudegger, E., Ebner, M. & Lindstaedt, S., 9 Jun 2023, Learning and Collaboration Technologies: 10th International Conference, LCT 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Copenhagen, Denmark, July 23–28, 2023, Proceedings, Part I. Zaphiris, P., Ioannou, A. & Ioannou, A. (eds.). Cham: Springer Nature Switzerland AG, p. 546-562 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14040 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Learning Analytics 100%
  • Data Protection 100%
  • Integral Value 100%
  • Analytics System 100%
  • Design Requirement 100%

• Shaping learning analytics technology through human- centredness

  Souta Barreiros, C., Leitner, P., Ebner, M. & Lindstaedt, S., 13 Mar 2023, Proceedings of 4th International Workshop on Human-Centred Learning Analytics (HCLA): co-located with the 13th International Learning Analytics and Knowledge Conference (LAK2023). 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access
• 2022

  Decision support for multi-component systems: visualizing interdependencies for predictive maintenance

  Gashi, M., Mutlu, B., Lindstaedt, S. & Thalmann, S., 4 Jan 2022, Proceedings of the 55th Hawaii International Conference on System Sciences . 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Interdependency 100%
  • Maintenance Task 33%
  • Industrial System 16%
  • Questionnaire Survey 16%

• Towards Trustworthy Learning Analytics Applications: An Interdisciplinary Approach Using the Example of Learning Diaries

  Veljanova, H., Barreiros, C., Gosch, N., Staudegger, E., Ebner, M. & Lindstaedt, S., 16 Jun 2022, HCI International 2022 Posters - 24th International Conference on Human-Computer Interaction, HCII 2022, Proceedings: HCII 2022. Stephanidis, C., Antona, M. & Ntoa, S. (eds.). Cham: Springer International Publishing AG , p. 138-145 8 p. ( Communications in Computer and Information Science; vol. 1582).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Hybrid Learning 100%
  • Data Governance 100%

• What do Construction Workers Know about Artificial Intelligence? An Exploratory Case Study in an Austrian SME

  Maitz, K., Fessl, A., Pammer-Schindler, V., Kaiser, R. & Lindstaedt, S., 4 Sept 2022, Mensch und Computer 2022: Facing Realities, MuC 2022 - Proceedings. Muhlhauser, M., Reuter, C., Pfleging, B., Kosch, T., Matviienko, A., Gerling, K., Mayer, S., Heuten, W. & Doring, T. (eds.). Association of Computing Machinery, p. 389-393 5 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Case Study 100%
  • Artificial Intelligence 100%
  • Digitalization 9%
  • Robot 9%
  • Learning Opportunity 9%

• What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations

  Lacic, E., Fadljevic, L., Weissenboeck, F., Lindstaedt, S. & Kowald, D., 2022, Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Proceedings. Hagen, M., Verberne, S., Macdonald, C., Seifert, C., Balog, K., Nørvåg, K. & Setty, V. (eds.). Springer, p. 172-179 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13186 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • User Interface 100%
  • Popularity Bias 100%
  • Mobile Device 25%
  • Recommender System 25%
  • Consumption Behavior 25%
• 2021

  Learning Analytics as a Service for Empowered Learners: From Data Subjects to Controllers

  Gosch, N., Andrews, D., Souta Barreiros, C., Leitner, P., Staudegger, E., Ebner, M. & Lindstaedt, S., 12 Apr 2021, LAK 2021 Conference Proceedings - The Impact we Make: The Contributions of Learning Analytics to Learning, 11th International Conference on Learning Analytics and Knowledge. New York, NY, USA: Association of Computing Machinery, p. 475–481 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Learning Analytics 100%
  • Paradigm Shift 100%
  • General Data Protection Regulation 25%
  • Autonomy 12%
  • Practical Guideline 12%
• 2020

  Measuring Learning Progress for Serving Immediate Feedback Needs: Learning Process Quantification Framework (LPQF)

  Sedrakyan, G., Dennerlein, S. M., Pammer-Schindler, V. & Lindstaedt, S., 1 Jan 2020, Addressing Global Challenges and Quality Education - 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Proceedings. Alario-Hoyos, C., Rodríguez-Triana, M. J., Scheffel, M., Arnedillo-Sánchez, I. & Dennerlein, S. M. (eds.). p. 443-448 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12315 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Feedback (Learning) 100%
  • Cognitive Mechanism 66%
• 2019

  Evaluating Tag Recommendations for E-Book Annotation Using a Semantic Similarity Metrik

  Kowald, D., Lacic, E., Theiler, D., Traub, M., Kuffer, L., Lindstaedt, S. & Lex, E., 2019, REVEAL Workshop co-located with RecSys'2019. Kopenhagen, Denmark

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Annotation 100%
  • Tag Recommendation 100%
  • Recommender System 16%
  • Recommendation Algorithm 16%
  • Recommendation Accuracy 16%

• Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets

  Kowald, D., Traub, M., Theiler, D., Gursch, H., Lacic, E., Lindstaedt, S., Kern, R. & Lex, E., 2019, REVEAL Workshop co-located with RecSys'2019.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Use Case 100%
  • Recommender System 66%
  • Recommendation Accuracy 66%
  • Collaborative Filtering 33%
• 2018

  Data Analytics for Industrial Process Improvement - A Vision Paper

  Thalmann, S., Mangler, J., Schreck, T., Huemer, C., Streit, M., Pauker, F., Weichhart, G., Schulte, S., Kittl, C., Pollak, C., Vukovic, M., Kappel, G., Gashi, M., Rinderle-Ma, S., Suschnigg, J., Jekic, N. & Lindstaedt, S., 1 Jul 2018, IEEE Conf. on Business Informatics, Workshop on Business Analytics in Practice and Applied Research. Vol. 02. p. 92-96 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Finding traces of self-regulated learning in activity streams

  Cicchinelli, A. I., Veas, E. E., Pardo, A., Pammer-Schindler, V., Fessl, A., Souta Barreiros, C. A. & Lindstaedt, S., Mar 2018, Proceeding LAK '18 Proceedings of the 8th International Conference on Learning Analytics and Knowledge. Association of Computing Machinery, p. 191 200 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Regulation Strategy 100%
  • Self-Regulation 100%
  • Student Interaction 50%
  • Subjective Assessment 50%
  • Cognitive Strategy 25%
• 2016

  Learning analytics for workplace and professional learning

  Lindstaedt, S., Ley, T. T., Klamma, R. & Wild, F., 2016, Proceedings of the Sixth International Conference on Learning Analytics & Knowledge. Association of Computing Machinery

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2015

  KnowBrain: An Online Social Knowledge Repository for Informal Workplace Learning

  Dennerlein, S. M., Theiler, D., Marton, P., Santos, P., Cook, J., Lindstaedt, S. & Lex, E., 2015, Proceedings of the European Conference on Technology Enhanced Learning. ., p. 509-512 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2013

  A Tabular Interface for the Semantic Web

  Höfler, P., Granitzer, M., Sabol, V. & Lindstaedt, S., 2013, Proceedings of European Semantic Web Conference 2013 on Semantics and Big Data (ESWC 2013). ., p. 1-1

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Head Start: Improving Academic Literature Search with Overview Visualizations based on Readership Statistics

  Kraker, P., Jack, K., Schlögl, C., Trattner, C. & Lindstaedt, S., 2013, Web Science 2013. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Linked Data Query Wizard: A Tabular Interface for the Semantic Web

  Höfler, P., Granitzer, M., Sabol, V. & Lindstaedt, S., 2013, ESWC 2013, LNCS 7882.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Proceedings of {ECTEL} meets {ECSCW} 2013, the Workshop on Collaborative Technologies for Working and Learning, Paphos, Cyprus, September, 21, 2013

  Divitini, M., Ley, T., Lindstaedt, S., Pammer-Schindler, V. & Prilla, M., 2013, CEUR Workshop Proceedings.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• TRAFFIC INCIDENT DETECTION WITH CELLULAR NETWORK DATA

  Reiter, T., Cik, M., Haberl, M., Breitwieser, C., Scherer, R., Kröll, M., Horn, C., Müller-Putz, G., Lindstaedt, S. & Fellendorf, M., 2013, (Accepted/In press) OPTIMUM - International Symposium on Recent Advances in Transport Modelling. Brisbane: Queensland University of Technology

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2012

  Seeing What the System Thinks You Know - Visualizing Evidence in an Open Learner Model

  Kump, B., Seifert, C., Beham, G., Lindstaedt, S. & Ley, T., 2012, Proceedings of LAK 2012 - Learning Analytics and Knowledge. ., p. 153-157

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2011

  A Preliminary Study on Interruptibility Detection based on Location and Calendar Information

  Stern, H., Pammer, V. & Lindstaedt, S., 2011, Third Workshop on Context-Systems Design, Evaluation and Optimisation (CoSDEO) 2011, December 6th - 8th, Copenhagen, Denmark, 2011.. .

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• A User Centred Approach for Quality Assessment in Social Systems

  Weber, N. & Lindstaedt, S., 2011, Proceedings of KMIS 2011. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Evaluating Adaptive Work-integrated Learning Systems: From the Lab to the Field

  Kump, B., Ley, T. T. & Lindstaedt, S., 2011, European Conference on Technology Enhanced Learning. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Evaluation of social media collaboration using task-detection methods

  Moskaliuk, J., Weber, N., Stern, H., Kimmerle, J., Cress, U. & Lindstaedt, S., 2011, European Conference on Technology Enhanced Learning. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Motivation and User Acceptance of Using Physiological Data to Support Individual Reflection

  Fessl, A., Rivera-Pelayo, V., Müller, L., Pammer, V. & Lindstaedt, S., 2011, Proceedings of the 2nd and 3rd International Workshops on Motivational and Affective Aspects part of the European Conference on Technology Enhanced Learning (ECTEL). CEUR WS Proceedings, Vol. 957.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• On the Way to a Science Intelligence: Visualizing TEL Tweets for Trend Detection

  Kraker, P., Wagner, C., Jeanquartier, F. & Lindstaedt, S., 2011, European Conference on Technology Enhanced Learning. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Reflective Learning at Work - A Position and Discussion Paper

  Pammer, V., Knipfer, K., Krogstie, B., Wessel, D., Prilla, M. & Lindstaedt, S., 2011, Proceedings of the 1st European Workshop on Awareness and Reflection in Learning Networks (ARNETS'11). CEUR WS Proceedings, Vol. 790. p. 46-55

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• The Role of Reflection in Maturing Organizational Know-how

  Kump, B., Knipfer, K., Pammer, V., Schmidt, A., Maier, R., Kunzmann, C., Cress, U. & Lindstaedt, S., 2011, Proceedings of the 1st European Workshop on Awareness and Reflection in Learning Networks. CEUR WS Proceedings, Vol. 790. p. 30-45

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access
• 2010

  APOSDLE-DS – A Dataset from the APOSDLE Work- integrated Learning System

  Beham, G., Stern, H. & Lindstaedt, S., 2010, 1st Workshop on Recommender Systems for Technology Enhanced Learning (RecSysTEL 2010). ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Automatic Support for Formative Ontology Evaluation

  Pammer, V., Ghidini, C., Rospocher, M., Serafini, L. & Lindstaedt, S., 2010, Proceedings of the EKAW2010 Poster and Demo Track. CEUR WS Proceedings, Vol. 674.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• dataTEL – Issues and Considerations regarding Sharable Data Sets for Recommender Systems in Technology Enhanced Learning

  Drachsler, H., Bogers, T., Vuorikari, R., Verbert, K., Duval, E., Manouselis, N., Beham, G., Lindstaedt, S., Stern, H. & Wolpers, M., 2010, 1st Workshop on Recommender Systems for Technology Enhanced Learning (RecSysTEL 2010). Elsevier B.V., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Feeding TEL: Building an Ecosystem Around BuRST to Convey Publication Metadata

  Kraker, P., Fessl, A., Höfler, P. & Lindstaedt, S., 2010, Proceedings of the 2nd International Workshop on Research 2.0 at the 5th European Conference on Technology Enhanced Learning: Sustaining TEL. ., p. 8-16

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• iAPOSDLE – An Approach to Mobile Work-Integrated Learning

  Beham, G., Jeanquartier, F. & Lindstaedt, S., 2010, Martin Wolpers, Paul A. Kirschner, Maren Scheffel, Stefanie Lindstädt, Vania Dimitrova: Sustaining TEL: From Innovation to Learning and Practice, Proceedings of EC-TEL 2010. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Message Filtering Based On Mobile User Context

  Stern, H., Ulbrich, A. W., Pammer, V., Pistore, M., Bertoli, P. & Lindstaedt, S., 2010, Proceedings of the Second Workshop on Context, Information and Ontologies,. ., Vol. Vol-626. p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Providing Varying Degrees of Guidance for Work-Integrated Learning

  Lindstaedt, S., Kump, B., Beham, G., Pammer, V., Ley, T. T., Dotan, A. & De Hoog, R., 2010, Sustaining TEL: From Innovation to Learning and Practice - Proceedings of the 5th European Conference on Technology Enhanced Learning, EC-TEL 2010. Springer, p. 213-228

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Recommending Knowledgeable People in a Work-Integrated Learning System

  Beham, G., Kump, B., Ley, T. T. & Lindstaedt, S., 2010, 1st Workshop on Recommender Systems for Technology Enhanced Learning (RecSysTEL 2010). ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• SIMPLE - a social interactive mashup PLE

  Weber, N., Nelkner, T., Schöfegger, K. & Lindstaedt, S., 2010, Proceedings of the Third International Workshop on Mashup Personal Learning Environments. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Studying the Factors Influencing Automatic User Task Detection on the Computer Desktop

  Rath, A., Devaurs, D. & Lindstaedt, S., 2010, Sustaining TEL: From Innovation to Learning and Practice. ., p. 292-307

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2009

  APOSDLE: Contextualized Collaborative Knowledge Work Support

  Lindstaedt, S., De Hoog, R. & Ähnelt, M., 2009, Supplementary Proceedings of the 11th European Conference on Computer Supported Cooperative Work. ., p. 7-8

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Automating Knowledge Transfer and Creation in Knowledge Intensive Business Processes

  Tochtermann, K., Granitzer, M., Rath, A., Granitzer, G., Lindstaedt, S. & Groiss, W., 2009, Business Process Management Workshops. Springer Berlin - Heidelberg, p. 678-686

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Content Recommendation in APOSDLE using the Associative Network

  Stern, H., Beham, G., Kraker, P. & Lindstaedt, S., 2009, STELLAR: Second Stellar Alpine Rendez-Vous 2009, Workshop for Context-aware recommendation for learning. ., p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Context and Scripts: Supporting Interactive Work-Integrated Learning

  Ähnelt, M., Hambach, S., Müsebeck, P., Musielak, M., De Hoog, R., Kooken, J. & Lindstaedt, S., 2009, Computer Supported Collaboration Learning Practices, CSCL09. ., p. 144-146

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Detecting Real User Tasks by Training on Laboratory Contextual Attention Metadata

  Rath, A., Devaurs, D. & Lindstaedt, S., 2009, (Accepted/In press) Exploitation of Usage and Attention Metadata (EUAM '09). .

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Die gezielte Nutzung innerbetrieblicher Ressourcen für effektiven Kompetenztransfer

  Kump, B., Christl, C. & Lindstaedt, S., 2009, Proceedings of the Professional Training Facts conference. Fraunhofer IRB Verlag, p. 0-0

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Getting to Know Your User – Unobtrusive User Model Maintenance within Work-Integrated Learning Environments

  Lindstaedt, S., Beham, G., Kump, B. & Ley, T. T., 2009, Learning in the Synergy of Multiple Disciplines: Proceedings of the 4th European Conference on Technology Enhanced Learning, ECTEL 2009. Cress, U., Dimitrova, V. & Specht, M. (eds.). Springer, p. 73-87

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Highlighting assertional effects of ontology editing activities in OWL

  Pammer, V., Serafini, L. & Lindstaedt, S., 2009, Proceedings of the 3rd International Workshop on Ontology Dynamics, (IWOD 2009), collocated with the 8th International Semantic Web Conference (ISWC-2009) - CEUR Workshop Proceedings. CEUR WS Proceedings, Vol. 519.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• Knowledge Maturing in the Semantic MediaWiki: A design study in career guidance

  Weber, N., Schöfegger, K., Bimrose, J., Ley, T. T., Lindstaedt, S., Brown, A. & Barnes, S-A., 2009, Lecture Notes in Computer Science 5794. Cress, U., Dimitrova, V. & Specht, M. (eds.). Springer, p. 700-705

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• KNOWLEDGE MATURING SERVICES Supporting Knowledge Maturing in Organisational Environments

  Schöfegger, K., Weber, N., Lindstaedt, S. & Ley, T., 2009, Knowledge Science, Engineering and Management (KSEM) 2009, LNAI 5914. Karagiannis, D. & Jin, Z. (eds.). ., p. 370-381

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• KnowSe: Fostering User Interaction Context Awareness

  Rath, A., Devaurs, D. & Lindstaedt, S., 2009, Supplementary Proceedings of the 11th European Conference on Computer Supported Cooperative Work (ECSCW '09). p. 9-11

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• MoKi: A Collaborative Enterprise Modelling Tool (Demo and Poster)

  Ghidini, C., Kump, B., Lindstaedt, S., Mahbub, N., Pammer, V., Rospocher, M. & Serafini, L., 2009, Proceedings of the Workshop on Collaborative Construction, Management and Linking of Structured Knowledge (CK 2009) - CEUR Workshop Proceedings. CEUR WS Proceedings, Vol. 514.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review