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Forschungsoutput 1993 2018

2018

Invited papers from the ACM conference on hypertext and social media

Bonchi, F., Dolog, P., Helic, D. & Vojtas, P., 3 Apr 2018, in : New Review of Hypermedia and Multimedia. 24, 2, S. 61-62 2 S.

Publikation: Beitrag in einer FachzeitschriftEditorialForschungBegutachtung

The Impact of Semantic Context Cues on the User Acceptance of Tag Recommendations: An Online Study

Kowald, D., Seitlinger, P., Ley, T. & Lex, E., 6 Mär 2018, Companion Proceedings to the Web Conference 2018. S. 1-2

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Semantics
Personnel

Unsupervised learning for mental stress detection exploration of self-organizing maps

Huysmans, D., Smets, E., De Raedt, W., Van Hoof, C., Bogaerts, K., Van Diest, I. & Helic, D., 1 Jan 2018, BIOSIGNALS 2018 - 11th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. SciTePress 2013, Band 4. S. 26-35 10 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Unsupervised learning
Self organizing maps
Electrocardiography
Skin
Labels
2017

A method for evaluating the navigability of recommendation algorithms

Lamprecht, D., Strohmaier, M. & Helic, D., 2017, in : Studies in Computational Intelligence. 693, S. 247-259 13 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Arsenals
Information retrieval

Comparing Hypotheses About Sequential Data: A Bayesian Approach and Its Applications

Lemmerich, F., Singer, P., Becker, M., Espin-Noboa, L., Dimitrov, D., Helic, D., Hotho, A. & Strohmaier, M., 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Springer Verlag Wien, Band 10536 LNAI. S. 354-357 4 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 10536 LNAI).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Bayesian Approach
Markov processes
Websites
Testing
Markov Chain Model

Discovering Cognitive Biases in a Visual Analytics Environment

Bedek, M., Nussbaumer, A., Huszar, L. & Albert, D., 2017. 4 S.

Publikation: KonferenzbeitragPaperForschungBegutachtung

MythHunter: Gamification in an Educational Location-Based Scavenger Hunt

Hutzler, A., Wagner, R., Pirker, J. & Gütl, C., 2017, International Conference on Immersive Learning. S. 155-169 15 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Using Machine Learning and RFID Localization for Advanced Logistic Applications

Geigl, F., Moik, C., Hinteregger, S. & Goller, M., 1 Mai 2017, 2017 IEEE Int. Conf. RFID. S. 73-74 2 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

2016

An Information Retrieval Based Approach for Multilingual Ontology Matching

Rexha, A., Dragoni, M., Kern, R. & Kröll, M., 2016, . International Conference on Applications of Natural Language to Information Systems .

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

A Sliding Window Approach to Natural Hand Gesture Recognition using a Custom Data Glove

Luzhnica, G., Simon, J. P., Lex, E. & Pammer-Schindler, V., 2016, Proceedings of the IEEE 3DUI 2016 Symposium on 3D User Interfaces.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Competence-based Knowledge Space Theory: Options for the 21st Century Classroom

Kickmeier-Rust, M. & Albert, D., 2016, Measuring and Visualizing Learning in the Information-Rich Classroom. 1 Aufl. New York: Routledge / Taylor and Francis, S. 109-120

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in Buch/BerichtForschung

Exploiting Propositions for Opinion Mining

Rexha, A., Kröll, M., Dragoni, M. & Kern, R., 1 Jun 2016.

Publikation: KonferenzbeitragPaperForschungBegutachtung

Exploring the Challenges of Implementing Guidelines for the Design of Visual Analytics Systems

Haider, J., Pohl, M., Hillemann, E-C., Nussbaumer, A., Attfield, S., Passmore, P. & Wong, W. B. L., 2016, Proceedings of the Human Factors and Ergonomics Society Annual Meeting. ., S. 259-263

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Generating Tailored Classification Schemas for German Patents

Pimas, O., Klampfl, S., Kohl, T., Kern, R. & Kröll, M., 2016, International Conference on Applications of Natural Language to Information Systems .

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Going beyond your personal learning network, using recommendations and trust through a multimedia question-answering service for decision-support: A case study in the healthcare

Santos, P., Dennerlein, S., Theiler, D., Cook, J., Treasure-Jones, T., Holley, D., Kerr, M., Attwell, G., Kowald, D. & Lex, E., 1 Jan 2016, in : Journal of Universal Computer Science . 22, 3, S. 340-359 20 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Question Answering
Decision Support
Healthcare
Social Learning
Multimedia

Improving Collaborative Filtering Using a Cognitive Model of Human Category Learning

Kopeinik, S., Kowald, D., Mavriqi-Hasani, I. & Lex, E., 2016, in : The Journal of Web Science. 2, 1

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Industry 4.0: What workers need and what ICT can give - an analysis

Kleindienst, M., Wolf, M., Ramsauer, C. & Pammer-Schindler, V., 18 Okt 2016.

Publikation: KonferenzbeitragPaperForschungBegutachtung

LEA in Private: A Privacy and Data Protection Framework for a Learning Analytics Toolbox

Steiner, C., Kickmeier-Rust, M. & Albert, D., 2016, in : Journal of Learning Analytics. 3, 1, S. 66-90

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Lets play Tic-Tac-Toe: A Brain-Computer Interface case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on . S. 003736 - 003741

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access
Brain computer interface
Electroencephalography
Boring
Learning systems
Brain

Modeling Activation Processes in Human Memory to Predict the Use of Tags in Social Bookmarking Systems

Trattner, C., Kowald, D., Seitlinger, P. C., Kopeinik, S. & Ley, T., 25 Mär 2016, The Journal of Web Science, 2, S. 1-16.

Publikation: Beitrag in Zeitung/MagazinArtikelForschungBegutachtung

Open Access

Named Entity Recognition for the Agricultural Domain

Malarkodi, CS., Lex, E. & Sobha, L. D., 2016, Proceedings of the 17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2016).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Patterns of meaning in a cognitive ecosystem. Modeling stabilization and enculturation in social tagging systems

Ley, T., Seitlinger, P. C. & Kai, P., 2016, Mass Collaboration and Education. Cress, U. (Hrsg.). Cham: Springer, S. 143-163 (Computer-Supported Collaborative Learning Series; Band 16).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in Buch/BerichtForschung

Polarity Classification for Target Phrases in Tweets: A Word2Vec approach

Rexha, A., Kröll, M. & Kern, R., 29 Mai 2016.

Publikation: KonferenzbeitragPaperForschungBegutachtung

QZTool – Automatically generated Origin-Destination Matrices from Cell Phone Trajectories

Horn, C., Gursch, H. G., Kern, R. & Cik, M., 2016, Advances in Human Aspects of Transportation: Advances in Intelligent Systems and Computing. Springer, Band 484. S. 823-836

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Rank as you go: User-driven exploration of search results

di Sciascio, C., Sabol, V. & Veas, E. E., 2016, Proceedings of the 21st International Conference on Intelligent User Interfaces. Association of Computing Machinery, S. 118-129 12 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Research data explored: an extended analysis of citations and altmetrics

Peters, I., Kraker, P., Lex, E., Gumpenberger, C. & Gorraiz, J., 2016, in : Scientometrics. S. 1-22 22 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Social inclusion as feature to improve BCI skill training: A feasibility case study in cerebral palsy

Scherer, R., Schwarz, A., Müller-Putz, G., Pammer-Schindler, V. & Lloria García, M., 2016, Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future. Verlag der Technischen Universität Graz

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Open Access

Support Teachers' Predictions of Learning Success by Structural Competence Modelling

Kickmeier-Rust, M. & Albert, D., 2016, Proceedings of the Fourth International Workshop on Teaching Analytics, in conjunction with EC-TEL 2016. CEUR Workshop Proceedings, Band 1738. S. 35-39 5 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

The creation of a training model to support decision-making of emergency management practitioners: A design research study

McCarthy, N., Neville, K., Pope, A., Gallagher, A., Nussbaumer, A. & Steiner, C., 2016, in : Journal of Decision Systems. 25, Supplement 1, S. 558--565 8 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

The influence of social status and network structure on consensus building in collaboration networks

Mavriqi-Hasani, I., Geigl, F., Pujari, S. C., Lex, E. & Helic, D., 15 Sep 2016, in : Social Network Analysis and Mining. 6, 1, S. 1 17 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Open Access
Datei
social status
social network
social class
simulation

Theory-based Learning Analytics: Using Formal Concept Analysis for Intelligent Student Modelling

Kickmeier-Rust, M., Bedek, M. & Albert, D., 2016, ICAI 2016: Proceedings of the 2016 International Conference on Artificial Intelligence . Arabnia, H. R., De La Fuente, D., Roger, D. & Kozerenko, E. B. (Hrsg.). Athens, Ga.: CSREA Press, S. 97-100 4 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Theory-driven Learning Analytics and Open Learner Modelling: The Teacher’s Toolbox of Tomorrow?

Kickmeier-Rust, M. & Albert, D., 2016, Proceedings of the 6th International Workshop on Personalization Approaches in Learning Environments (PALE), held in conjunction with the 24th ACM International Conference on User Modeling, Adaptation, and Personalization (UMAP 2016). CEUR Workshop Proceedings, Band 1618. S. 49-52 4 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Towards a more fine grained Analysis of Scientific Authorship: Predicting the number of authors using stylometric features

Rexha, A., Klampfl, S., Kröll, M. & Kern, R., 2016, International Workshop on Bibliometric-enhanced Information Retrieval (BIR).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Towards the development of a decision support system for multi-agency decision-making during cross-border emergencies

Neville, K., O'Riordan, S., Pope, A., Rauner, M., Rochford, M., Madden, M., Sweeney, J., Nussbaumer, A., McCarthy, N. & O'Brian, C., 2016, in : Journal of Decision Systems. 25, Supplement 1, S. 381-396 16 S.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Using the hybrid social learning network to explore concepts, practices, designs and smart services for networked professional learning

Cook, J., Ley, T., Maier, R., Mor, Y., Santos, P., Lex, E., Dennerlein, S., Trattner, C. & Holley, D., 1 Jan 2016, State-of-the-Art and Future Directions of Smart Learning. Singapore: Springer, S. 123-129 7 S. (Lecture Notes in Educational Technology).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

social learning
informal learning
learning

Visualizing Competence Models and Individual Learning Paths

Kickmeier-Rust, M. & Albert, D., 2016, Proceedings of the 2016 International Conference on Modelling, Simulation, and Visualization (MSV). S. 180-184

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Visualizing workplace learning data with the SSS Dashboard

Ruiz-Calleja, A., Dennerlein, S. M., Ley, T. & Lex, E., 2016, CrossLAK 2016 Learning Analytics Across Physical and Digital Spaces 2016: Proceedings of the First International Workshop on Learning Analytics Across Physical and Digital Spaces co-located with 6th International Conference on Learning Analytics & Knowledge (LAK 2016). Band 1601. (CEUR Workshop Proceedings).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschung

Vizrec: Recommending personalized visualizations

Mutlu, B., Veas, E. & Trattner, C., 2016, in : ACM Transactions on Interactive Intelligent Systems. 6, 4, 39 S., 31.

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

Visualization
Collaborative filtering
Data acquisition

Which Algorithms Suit Which Learning Environments? A Comparative Study of Recommender Systems in TEL.

Kopeinik, S., Kowald, D. & Lex, E., Sep 2016, Adaptive and Adaptable Learning: 11th European Conference on Technology Enhanced Learning. Springer Verlag, Band 9891. S. 124-138 14 S.

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

2015

A Competence-based Service for Supporting Self-Regulated Learning in Virtual Environments

Nussbaumer, A., Hillemann, E-C., Gütl, C. & Albert, D., 2015, in : Journal of Learning Analytics. 2, 1, S. 101-133

Publikation: Beitrag in einer FachzeitschriftArtikelForschungBegutachtung

A Critical Look at the ResearchGate Score as a Measure of Scientific Reputation

Kraker, P. & Lex, E., 2015.

Publikation: KonferenzbeitragPaperForschungBegutachtung

Advancing Physics Learning Through Traversing a Multi-Modal Experimentation Space

Kuhn, J., Nussbaumer, A., Pirker, J., Karatzas, D., Pagani, A., Conlan, O., Memmel, M., Steiner, C., Gütl, C., Albert, D. & Dengel, A., 2015, Workshop Proceedings of the 11th International Conference on Intelligent Environments. IOS Press, Band 19. S. 373-380 (Ambient Intelligence and Smart Environments).

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

An Approach for Training Decision Making Competences in a Multi-Modal Online Environment

Nussbaumer, A., Steiner, C., McCarthy, N., Dwane, S., Neville, K., O'Riordan, S. & Albert, D., 2015.

Publikation: KonferenzbeitragPosterForschung

An Approach for Training Decision Making Competences in a Multi-Modal Online Environment

Nussbaumer, A., Steiner, C., McCarthy, N., Dwane, S., Neville, K., O'Riordan, S. & Albert, D., 2015, Proceedings of the 23rd International Conference on Computers in Education. ., S. 0-0

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

An Open Labelled Dataset for Mobile Phone Sensing Based Fall Detection

Pammer-Schindler, V., 2015, 12th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ., S. xxx-xxx

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Applying Formal Concept Analysis to visualize classroom performance

Bedek, M. & Albert, D., 2015, (Angenommen/In Druck) International Conference on Knowledge Management. .

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Applying the Formal Concept Analysis to Introduce Guidance in an Inquiry-based Learning Environment

Bedek, M., Kopeinik, S., Prünster, B. & Albert, D., 2015, IEEE International Conference on Advanced Learning Technologies. ., S. 1-5

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

A psychological framework modelling decision making in emergencies.

Steiner, C., Nussbaumer, A. & Albert, D., 2015, Proceedings of the 9th European Conference on IS Management and Evaluation. ., S. 206-214

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandForschungBegutachtung

Attention Please! A Hybrid Resource Recommender Mimicking Attention-Interpretation Dynamics

Seitlinger, P., Kowald, D., Kopeinik, S., Hasani-Mavriqi, I., Ley, T. & Lex, E., 30 Jan 2015, in : arXiv.org e-Print archive.

Publikation: Beitrag in einer FachzeitschriftArtikelForschung

Datei
Collaborative filtering
Factorization