Stefanie N. Lindstaedt

Orcid: 0000-0003-3039-2255

According to our database1, Stefanie N. Lindstaedt authored at least 114 papers between 1995 and 2023.

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

Timeline

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Bibliography

2023
Detecting Outliers in Non-IID Data: A Systematic Literature Review.
IEEE Access, 2023

Operationalising Transparency as an Integral Value of Learning Analytics Systems - From Ethical and Data Protection to Technical Design Requirements.
Proceedings of the Learning and Collaboration Technologies, 2023

2022
AI Literacy für EntscheidungsträgerInnen im strategischen Management.
Wirtschaftsinformatik Manag., 2022

MEDEP: Maintenance Event Detection for Multivariate Time Series Based on the PELT Approach.
Sensors, 2022

CryptoTL: Private, efficient and secure transfer learning.
CoRR, 2022

What do Construction Workers Know about Artificial Intelligence? An Exploratory Case Study in an Austrian SME.
Proceedings of the MuC '22: Mensch und Computer 2022, Darmstadt Germany, September 4, 2022

Decision support for multi-component systems: visualizing interdependencies for predictive maintenance.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Towards Trustworthy Learning Analytics Applications: An Interdisciplinary Approach Using the Example of Learning Diaries.
Proceedings of the HCI International 2022 Posters, 2022

What Drives Readership? An Online Study on User Interface Types and Popularity Bias Mitigation in News Article Recommendations.
Proceedings of the Advances in Information Retrieval, 2022

Towards employing recommender systems for supporting data and algorithm sharing.
Proceedings of the 1st International Workshop on Data Economy, 2022

Privacy-Preserving Techniques for Trustworthy Data Sharing: Opportunities and Challenges for Future Research.
Proceedings of the Data Spaces - Design, 2022

2021
Learning Analytics as a Service for Empowered Learners: From Data Subjects to Controllers.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

2020
Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models.
Adv. Model. Simul. Eng. Sci., 2020

Measuring Learning Progress for Serving Immediate Feedback Needs: Learning Process Quantification Framework (LPQF).
Proceedings of the Addressing Global Challenges and Quality Education, 2020

SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019
Human/machine/roboter: technologies for cognitive processes.
Elektrotech. Informationstechnik, 2019

SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle.
CoRR, 2019

Evaluating Tag Recommendations for E-Book Annotation Using a Semantic Similarity Metric.
CoRR, 2019

Using the Open Meta Kaggle Dataset to Evaluate Tripartite Recommendations in Data Markets.
CoRR, 2019

2018

Finding traces of self-regulated learning in activity streams.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

2016
Learning analytics for workplace and professional learning.
Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, 2016

2015
Visualization of co-readership patterns from an online reference management system.
J. Informetrics, 2015

KnowBrain: An Online Social Knowledge Repository for Informal Workplace Learning.
Proceedings of the Design for Teaching and Learning in a Networked World, 2015

2013
Linked Data Query Wizard: A Tabular Interface for the Semantic Web.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

2012
Tag-based algorithms can predict human ratings of which objects a picture shows.
Multim. Tools Appl., 2012

Exploiting the User Interaction Context for Automatic Task Detection.
Appl. Artif. Intell., 2012


Seeing what the system thinks you know: visualizing evidence in an open learner model.
Proceedings of the Second International Conference on Learning Analytics and Knowledge, 2012

iScope - Viewing Biosignals on Mobile Devices.
Proceedings of the Pervasive Computing and the Networked World, 2012

CSCL in Unternehmen - Arbeitsintegriertes Lernen mit APOSDLE.
Proceedings of the CSCL-Kompendium 2.0: Lehr- und Handbuch zum computerunterstützten, 2012

Community-orientiertes Lernen.
Proceedings of the CSCL-Kompendium 2.0: Lehr- und Handbuch zum computerunterstützten, 2012

2011
Knowledge Work: Knowledge Worker Productivity, Collaboration and User Support.
J. Univers. Comput. Sci., 2011

Semantic Web: Theory and Applicationsns.
J. Univers. Comput. Sci., 2011

Web 2.0: Applications and Mechanisms.
J. Univers. Comput. Sci., 2011

An Ontology-Based Approach for Detecting Knowledge Intensive Tasks.
J. Digit. Inf. Manag., 2011

Automatic detection of accommodation steps as an indicator of knowledge maturing.
Interact. Comput., 2011

A User Centered Approach for Quality Assessment in Social Systems.
Proceedings of the KMIS 2011, 2011

Evaluation of Social Media Collaboration Using Task-Detection Methods.
Proceedings of the Towards Ubiquitous Learning, 2011

Evaluating Adaptive Work-Integrated Learning Systems: From the Lab to the Field.
Proceedings of the Towards Ubiquitous Learning, 2011

On the Way to a Science Intelligence: Visualizing TEL Tweets for Trend Detection.
Proceedings of the Towards Ubiquitous Learning, 2011

Context-Aware Recommendation for Work-Integrated Learning.
Proceedings of the Context and Semantics for Knowledge Management, 2011

Applications of Semantic Wikis.
Proceedings of the Context and Semantics for Knowledge Management, 2011

2010
Issues and considerations regarding sharable data sets for recommender systems in technology enhanced learning.
Proceedings of the 1st Workshop on Recommender Systems for Technology Enhanced Learning, 2010

Recommending knowledgeable people in a work-integrated learning system.
Proceedings of the 1st Workshop on Recommender Systems for Technology Enhanced Learning, 2010

enisontext-aware Recommender Systems.
J. Univers. Comput. Sci., 2010

Content Recommendation in APOSDLE using the Associative Network.
J. Univers. Comput. Sci., 2010

Message Filtering Based On Mobile User Context.
Proceedings of the Second Workshop on Context, Information and Ontologies, 2010

Automatic Support for Formative Ontology Evaluation.
Proceedings of the EKAW2010 Poster and Demo Track, Lisbon, Portugal, October 11 - 15, 2010, 2010

Studying the Factors Influencing Automatic User Task Detection on the Computer Desktop.
Proceedings of the Sustaining TEL: From Innovation to Learning and Practice, 2010

Providing Varying Degrees of Guidance for Work-Integrated Learning.
Proceedings of the Sustaining TEL: From Innovation to Learning and Practice, 2010

iAPOSDLE - An Approach to Mobile Work-Integrated Learning.
Proceedings of the Sustaining TEL: From Innovation to Learning and Practice, 2010

2009
Modellierung von Anwenderverhalten im Social Semantic Web.
Proceedings of the Social Semantic Web: Web 2.0 - Was nun?, 2009

Web-gestütztes Social Networking am Beispiel der "Plattform Wissensmanagement".
Proceedings of the Social Semantic Web: Web 2.0 - Was nun?, 2009

Conceptual Foundations for a Service-oriented Knowledge and Learning Architecture: Supporting Content, Process and Ontology Maturing.
Proceedings of the Networked Knowledge - Networked Media, 2009

ARS/SD: An Associative Retrieval Service for the Semantic Desktop.
Proceedings of the Networked Knowledge - Networked Media, 2009

Automatic image annotation using visual content and folksonomies.
Multim. Tools Appl., 2009

Machine Learning based Work Task Classification.
J. Digit. Inf. Manag., 2009

MoKi: the Modelling wiKi.
Proceedings of the 4th Semantic Wiki Workshop (SemWiki 2009) at the 6th European Semantic Web Conference (ESWC 2009), 2009

Highlighting Assertional Effects of Ontology Editing Activities in OWL.
Proceedings of the 3rd International Workshop on Ontology Dynamics, 2009

On the Feasibility of a Tag-Based Approach for Deciding Which Objects a Picture Shows: An Empirical Study.
Proceedings of the Semantic Multimedia, 2009

Knowledge Maturing Services: Supporting Knowledge Maturing in Organisational Environments.
Proceedings of the Knowledge Science, 2009

Ontology Evaluation through Assessment of Inferred Statements: Study of a Prototypical Implementation of an Ontology Questionnaire for OWL DL Ontologies.
Proceedings of the Knowledge Science, 2009

Revision Support for Modeling Tasks, Topics and Skills.
Proceedings of the 5th International Conference on Semantic Systems, 2009

Detecting Real User Tasks by Training on Laboratory Contextual Attention Metadata.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

UICO: an ontology-based user interaction context model for automatic task detection on the computer desktop.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

MoKi: The Enterprise Modelling Wiki.
Proceedings of the Semantic Web: Research and Applications, 2009

Knowledge Maturing in the Semantic MediaWiki: A Design Study in Career Guidance.
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009

Getting to Know Your User - Unobtrusive User Model Maintenance within Work-Integrated Learning Environments.
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009

Supporting the Learning Dimension of Knowledge Work.
Proceedings of the Learning in the Synergy of Multiple Disciplines, 2009

Context and scripts: supporting interactive work-integrated learning.
Proceedings of the 8th International Conference on Computer Supported Collaborative Learning, 2009

2008
Modeling competencies for supporting work-integrated learning in knowledge work.
J. Knowl. Manag., 2008

A Network Model Approach to Retrieval in the Semantic Web.
Int. J. Semantic Web Inf. Syst., 2008

Collaborative Enterprise Integrated Modelling.
Proceedings of the 5th Workshop on Semantic Web Applications and Perspectives (SWAP2008), 2008

Deploying Semantic Web Technologies for Work Integrated Learning in Industry - A Comparison: SME vs. Large Sized Company.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Use and Influence of Creative Ideas and Requirements for a Work-Integrated Learning System.
Proceedings of the 16th IEEE International Requirements Engineering Conference, 2008

Recommending Tags for Pictures Based on Text, Visual Content and User Context.
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008

Analysis of machine learning techniques for context extraction.
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008

Knowledge Services for Work-Integrated Learning.
Proceedings of the Times of Convergence. Technologies Across Learning Contexts, 2008

A Socio-technical Approach towards Supporting Intra-organizational Collaboration.
Proceedings of the Times of Convergence. Technologies Across Learning Contexts, 2008

Datenschutzfragen bei der Etablierung einer Arbeitsprozess-integrierten e-Learning-Lösung.
Proceedings of the DeLFI 2008: Die 6. e-Learning Fachtagung Informatik der Gesellschaft für Informatik e.V., 07., 2008

Automating Knowledge Transfer and Creation in Knowledge Intensive Business Processes.
Proceedings of the Business Process Management Workshops, 2008

2007
Rapid knowledge work visualization for organizations.
J. Knowl. Manag., 2007

Information Retrieval on the Semantic Web - Does it exist?
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Evaluating an Information Retrieval System for the Semantic Desktop using Standard Measures from Information Retrieval.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

KnowFlow - A Hybrid Approach to Identifying and Visualizing Distributed Knowledge Work Practices.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

Scruffy Technologies to Enable (Work-integrated) Learning.
Proceedings of the EC-TEL 2007 Poster Session, Crete, Greece, September 17-20, 2007, 2007

2006
Synergizing Standard and Ad-Hoc Processes.
Proceedings of the Practical Aspects of Knowledge Management, 6th International Conference, 2006

A network model approach to document retrieval taking into account domain knowledge.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

Contextual Retrieval in Knowledge Intensive Business Environments.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

A Context-Model for Supporting Work-Integrated Learning.
Proceedings of the Innovative Approaches for Learning and Knowledge Sharing, 2006

A Storyboard of the APOSDLE Vision.
Proceedings of the Innovative Approaches for Learning and Knowledge Sharing, 2006

Competence and Performance in Requirements Engineering: Bringing Learning to the Workplace.
Proceedings of the EC-TEL06 Workshops, Crete, Greece , October 1-2, 2006, 2006

Integration von Arbeiten und Lernen - Kompetenzentwicklung in Arbeitsprozessen.
Proceedings of the Semantic Web: Wege zur vernetzten Wissensgesellschaft, 2006

2005
A Knowledge Infrastructure Hierarchy Model for Call-Centre Processes.
J. Univers. Comput. Sci., 2005

Integrating Business Processes and Knowledge Infrastructures.
J. Univers. Comput. Sci., 2005

Integration of Knowledge Management and (e)Learning.
J. Univers. Comput. Sci., 2005

Knowledge Problems in Process-Oriented Organizations: A Pattern Approach.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005

Application of Knowledge Problem Patterns in Process Oriented Organizations.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005

Supporting Competency Development in Informal Workplace Learning.
Proceedings of the Professional Knowledge Management, Third Biennial Conference, 2005

Competency Development in Knowledge Management and eLearning: Supporting Informal Workplace Learning.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005

MagIR: Distributed Creation, Administration and Reutilization of Multimedia Presentation Content.
Proceedings of the WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management, 2005

2004
(Virtual) Communities of Practice within Modern Organizations - J.UCS Special Issue.
J. Univers. Comput. Sci., 2004

CSCL in der betrieblichen Weiterbildung.
Proceedings of the CSCL-Kompendium. Lehr- und Handbuch zum computerunterstützten kooperativen Lernen, 2004

Kooperatives Lernen in Organisationen.
Proceedings of the CSCL-Kompendium. Lehr- und Handbuch zum computerunterstützten kooperativen Lernen, 2004

2003
Integration von Prozess- und Wissensmangement-orientierten Designstrategien zur Erstellung benutzerfreundlicher Unternehmensportale.
Proceedings of the WM 2003: Professionelles Wissensmanagement, 2003

Introducing Knowledge Management in the Federal Environmental Agency of Austria.
Proceedings of the 17th International Conference Informatics for Environmental Protection, 2003

2002
KMap: Providing Orientation for Practitioners When Introducing Knowledge Management.
Proceedings of the Practical Aspects of Knowledge Management, 4th International Conference, 2002

Aufgaben-orientiertes Kooperatives Lernen.
Proceedings of the 32. Jahrestagung der Gesellschaft für Informatik, Informatik bewegt, INFORMATIK 2002, Dortmund, Germany, September 30, 2002

1997
Bridging the gap between face-to-face communication and long-term collaboration.
Proceedings of GROUP'97, 1997

1996
Informing System Design Through Organizational Learning.
Proceedings of the Learning for the Real World: Proceedings of the Second International Conference on the Learning Sciences, 1996

Group Memories: A Knowledge Medium for Communities of Practice (doctoral colloquium).
Proceedings of the CSCW '96, 1996

Towards Organizational Learning: Growing Group Memories in the Workplace.
Proceedings of the Conference on Human Factors in Computing Systems: Common Ground, 1996

1995
From Domain Modeling to Collaborative Domain Construction.
Proceedings of the 1st Conference on Designing Interactive Systems: Processes, 1995


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