Institute of Interactive Systems and Data Science

Publications 2017

2017

Book

Bernhard Wieser How Genes Matter9783837637663 Show publication in PURE

Martin Ebner MOOCs in der Erwachsenenbildung - So gelingen sie978-3-9503966-8-3 Show publication in PURE

Martin Ebner Mögliche Wege zum Schulbuch als Open Educational Resources (OER). Eine Machbarkeitsstudie zu OER-Schulbüchern in Österreich Show publication in PURE

Book Chapter

Martin Ebner Learning Analytics in Higher Education — A Literature ReviewLearning Analytics: Fundaments, Applications, and Trends1-23 Show publication in PURE

Martin Ebner Learning in a Virtual Environment: Implementation and Evaluation of a VR Math-GameMobile Technologies and Augmented Reality in Open Education175-199 Show publication in PURE

Martin Ebner Wetten über die Zukunft von Lernmaterialien„Trendy, hip und cool“: Auf dem Weg zu einer innovativen Hochschule?33-44 Show publication in PURE

Martin Ebner Die Maker-Bewegung macht Schule: Hintergründe, Beispiele sowie erste ErfahrungenHandbuch Kompetenzentwicklung im Netz257-270 Show publication in PURE

Martin Ebner Learning Analytics an SchulenHandbuch Kompetenzentwicklung im Netz285-302 Show publication in PURE

Martin Ebner Learning Analytics in HochschulenHandbuch Kompetenzentwicklung im Netz371-384 Show publication in PURE

Martin Ebner and Maria Grandl Learning AnalyticsHandbuch E-Learning: Expertenwissen aus Wissenschaft und Praxis - Strategien, Instrumente, Fallstudien1-16 Show publication in PURE

Andreas Holzinger Reasoning Under Uncertainty: Towards Collaborative Interactive Machine LearningSpringer Lecture Notes in Artificial Intelligence LNAI 9605357-376 Show publication in PURE

Martin Ebner Game Based Learning Through Near Field CommunicationGame-Based Learning Theory, Strategies and Performance Outcomes295-322 Show publication in PURE

Martin Ebner Does Gamification in MOOC Discussion Forums Work?Digital Education: Out to the World and Back to the Campus95-101 Show publication in PURE

Martin Ebner Konzept OER-Zertifizierung an österreichischen HochschulenKonzeptpapier des Forum Neue Medien in der Lehre Austria Show publication in PURE

Martin Ebner Learning Analytics and Spelling Acquisition in German - Proof of ConceptLearning and Collaboration Technologies. Technology in Education: 4th International Conference, LCT 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part II257-268 Show publication in PURE

Martin Ebner Development of a Dashboard for Learning Analytics in Higher EducationLearning and Collaboration Technologies. Technology in Education: 4th International Conference, LCT 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part II293-301 Show publication in PURE

Martin Ebner Chancen und Grenzen von Learning Analytics: Projektergebnisse bzgl. der automatischen DatenerhebungDr. Internet - Forschungsbericht zum Projekt88-99 Show publication in PURE

Alexander Nussbaumer Competence-based Knowledge Structures and Current Challenges for E-AssessmentDesign Recommendations for Intelligent Tutoring Systems: Volume 5 - Assessment Methods21-28 Show publication in PURE

Stefanie Lindstaedt and Angela Fessl Theory of Knowledge ManagementA Lifecycle Approach to Knowledge Excellence in the Biopharmaceutical Industry Show publication in PURE

Martin Ebner Von Makerspaces und FabLabs - Das kreative digitale Selbermachen und Gestalten mit 3D-Druck & CoHandbuch E-Learning1-18 Show publication in PURE

Andreas Holzinger A Tutorial on Machine Learning and Data Science Tools with PythonMachine Learning for Health Informatics. Lecture Notes in Artificial Intelligence LNAI 9605435-480 Show publication in PURE

Journal Article

Martin Ebner Einfach machen. Making-Projekte für Schule und Freizeit Show publication in PURE

Martin Ebner Über die Notwendigkeit von Bildungsmarketing für Open Educational Resources Show publication in PURE

Martin Ebner A case study on narrative structures in instructional MOOC designs Show publication in PURE

Martin Ebner Driving Student Motivation in MOOCs through a Conceptual Activity-Motivation Framework Show publication in PURE

Martin Ebner and Maria Grandl Pocket Code – Programmieren für Alle mit einem offenen Online-Kurs Show publication in PURE

Martin Ebner Erweiterung der Hörsaal-Infrastruktur Show publication in PURE

Martin Ebner Editorial for the special issue on advancing research on open education Show publication in PURE

Christian Gütl and Johanna Pirker An Educational Physics Laboratory in Mobile Versus Room Scale Virtual Reality – A Comparative Study Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl Introducing Mood Self-Tracking at Work: Empirical Insights from Call Centers Show publication in PURE

Viktoria Pammer-Schindler Die Rolle des Mitarbeiters in der Smart Factory Show publication in PURE

Raising the BarCamp: international reflections Show publication in PURE

Martin Ebner and Maria Grandl Informatische Grundbildung – ein Ländervergleich Show publication in PURE

Hermann Maurer Poluautomatsko stvaranje priča/sadržaja za geografski poslužitelj Show publication in PURE

Martin Ebner Tutoring writing spelling skills within a web-based platform for children Show publication in PURE

Bernhard Wieser It’s not just about speed Show publication in PURE

Martin Ebner OmniColor – A Smart Glasses App to Support Colorblind People Show publication in PURE

Martin Ebner Social Semantic Search: A Case Study on Web 2.0 for Science Show publication in PURE

Roman Kern Ubiquitous Access to Digital Cultural Heritage Show publication in PURE

Alexander Nussbaumer A psychological framework to enable effective cognitive processing in the design of emergency management information systems Show publication in PURE

Hermann Maurer Problems and solutions for using computer (networks) for education Show publication in PURE

Anthony Ross-Hellauer What is open peer review? A systematic review [version 2; referees: 4 approved] Show publication in PURE

Software Systems Engineering programmes a capability approach Show publication in PURE

Martin Ebner Learning analytics to improve writing skills for young children – an holistic approach Show publication in PURE

Eduardo Enrique Veas and Vedran Sabol Supporting Exploratory Search with a Visual User-Driven Approach Show publication in PURE

Martin Ebner and Maria Grandl Ein offenes Unterrichtskonzept für den Einstieg in die Programmierung mit Hilfe von „Pocket Code“ Show publication in PURE

Martin Ebner Einsatz von OZOBOTs zur informatischen Grundbildung Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl In-app Reflection Guidance: Lessons Learned across Four Field Trials at the Workplace Show publication in PURE

Viktoria Pammer-Schindler Let's talk about reflection at work Show publication in PURE

Viktoria Pammer-Schindler Analysis of Differential Synchronisation’s Energy Consumption on Mobile Devices. Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl The Known Universe of Reflection Guidance: a Literature Review. Show publication in PURE

Elisabeth Lex and Markus Reiter-Haas Beyond Accuracy Optimization Show publication in PURE

Martin Ebner iMooX 2.0 - die MOOC-Plattform geht in die zweite Runde Show publication in PURE

Validating domain ontologies: A methodology exemplified for concept maps Show publication in PURE

Martin Ebner Digital social innovation within education: Five insights on the role of digital tools in the field of Open Educational Resources (OER) projects Show publication in PURE

Martin Ebner La certificación de los MOOC. Ventajas, desafíos y experiencias prácticas Show publication in PURE

Cultural Variations in E-Learning – A Case Study on Medical Training Show publication in PURE

Conference/Workshop Article

Christian Gütl and Johanna Pirker Social network analysis of the global game jam network Proceedings of the Second International Conference on Game Jams, Hackathons, and Game Creation Events 10-14 Show publication in PURE

Christian Gütl and Johanna Pirker MythHunter: Gamification in an Educational Location-Based Scavenger Hunt International Conference on Immersive Learning 155-169 Show publication in PURE

Christian Gütl, Johanna Pirker and Andreas Holzinger Gesture-Based Interactions in Video Games with the Leap Motion Controller International Conference on Human-Computer Interaction 620-633 Show publication in PURE

Christian Gütl and Johanna Pirker Maroon VR: A Room-Scale Physics Laboratory Experience Advanced Learning Technologies (ICALT), 2017 IEEE 17th International Conference on 482-484 Show publication in PURE

Elisabeth Lex Supporting collaborative learning with tag recommendations: a real-world study in an inquiry-based classroom project Proceedings of the 7th International Conference on Learning Analytics and Knowledge (LAK 2017) 409-418 Show publication in PURE

Denis Helic and Christian Gütl Predicting Dropouts on the Successive Offering of a MOOC MOOC-MAKER 2017: Proceedings of the International Conference MOOC-MAKER 2017 11-20 Show publication in PURE

Christian Gütl, Johanna Pirker and Michael Holly Improving Physics Education through different Immersive and Engaging Laboratory Setups Interactive Mobile Communication, Technologies and Learning 443-454 Show publication in PURE

Denis Helic Nonlinear characterization of activity dynamics in online collaboration websites Proceedings of the 26th International Conference on World Wide Web Companion Show publication in PURE

Denis Helic and Christian Gütl MOOC Dropouts: A Multi-system Classifier Data Driven Approaches in Digital Education 300-314 Show publication in PURE

Christian Gütl MOOC Learner Behaviour: Attrition and Retention Analysis and Prediction Based on 11 Courses on the TELESCOPE Platform Learning Technology for Education Challenges (LTEC 2017) 99-109 Show publication in PURE

Eduardo Enrique Veas, Viktoria Pammer-Schindler and Carla Souta Barreiros BioIoT: Communicating Sensory Information of a Coffee Machine Using a Nature Metaphor Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems 2388--2394 Show publication in PURE

Christian Gütl Modern education and its background in cognitive psychology: Automated question creation and eye movements Proceedings of 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2017) 619-623 Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl Adaptive and Reflective Training Support for Improving Search Behaviour in Industry 4.0 Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management) 125-126 Show publication in PURE

Using Structural Domain and Learner Models to Link Multiple Data Sources for Learning Analytics MMLA and Cross-LAK Workshops 2017. Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop co-located with 7th International Learning Analytics and Knowledge Conference (LAK 2017) 82-88 Show publication in PURE

Martin Ebner Project Based Learning: from the Idea to a Finished LEGO® Technic Artifact, Assembled by Using Smart Glasses Proceedings of EdMedia: World Conference on Educational Media and Technology 2017 196-209 Show publication in PURE

Martin Ebner On Using Interactivity to Monitor the Attendance of Students at Learning-Videos Proceedings of EdMedia: World Conference on Educational Media and Technology 2017 278-288 Show publication in PURE

Martin Ebner Confidence in and beliefs about first-year engineering student success: case study from KU Leuven, TU Delft, and TU Graz Proceedings of the 45th SEFI Conference 1-9 Show publication in PURE

Alexander Nussbaumer A Framework for Measuring Imagination in Visual Analytics Systems Proceedings of the European Intelligence and Security Informatics Conference 151-154 Show publication in PURE

An Invitation to Knowledge Space Theory Formal Concept Analysis 3-19 Show publication in PURE

Inquiry-based learning meets learning analytics and styles EDULEARN17 Proceedings 2140-2146 Show publication in PURE

Denis Helic Exploring the Impact of Trolls on Activity Dynamics in Real-World Collaboration Networks Proceedings of the 26th International Conference on World Wide Web Companion 1573-1578 Show publication in PURE

Martin Ebner The Multiplication Table as an innovative Learning Analytics Application Proceedings of EdMedia: World Conference on Educational Media and Technology 2017 810-820 Show publication in PURE

Martin Ebner Mobile, Social, Smart, and Media Driven The Way Academic Net-Generation Has Changed Within Ten Years Proceedings of EdMedia: World Conference on Educational Media and Technology 2017 826-835 Show publication in PURE

Denis Helic Comparing Hypotheses About Sequential Data Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings 354-357 Show publication in PURE

Frank Kappe and Nikolai Scerbakov FILE UPLOADING SCENARIOS IN A MODERN LEARNING MANAGEMENT SYSTEM 9th International Conference on Education and New Learning Technologies 4904-4909 Show publication in PURE

Martin Ebner Didaktisches ReDesign von Open Educational Resources: Vom MOOC zum offenen Unterrichtssetting für den Schulkontext Bildungsräume 177-189 Show publication in PURE

Nikolai Scerbakov Plagiarism detection in SQL student assignments Proceedings of 20th International Conference on Interactive Collaborative Learning 321-326 Show publication in PURE

Viktoria Pammer-Schindler Process optimization based on a multi-level management system for forest fire situations. Workshop Data-Driven Decision Support in Digitized Work Environments - i-Know Workshop 2017 Show publication in PURE

Martin Ebner PDM field study and evaluation in collaborative engineering education Proceedings of ICL2017 – 20th International Conference on Interactive Collaborative Learning 1-9 Show publication in PURE

Martin Ebner How can Gamification Improve MOOC Student Engagement? Proceedings of the European Conference on Game Based Learning 819-828 Show publication in PURE

Eduardo Enrique Veas and Granit Luzhnica MoreGrasp: Restoration of upper limb function in individuals with high spinal cord injury by multimodal neuroprostheses for interaction in daily activities 7th Graz Brain-Computer Interface Conference 2017 Show publication in PURE

Alexander Nussbaumer Facilitating evaluation support for serious games Proceedings of the International Technology, Education and Development Conference (INTED 2017) 5887–5896 Show publication in PURE

Elisabeth Lex Overcoming the Imbalance Between Tag Recommendation Approaches and Real-World Folksonomy Structures with Cognitive-Inspired Algorithm European Symposium on Computational Social Sciences Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl Fast Language Learning: Being Able to Manage Projects in a Foreign Language within Two Months Proceedings of EdMedia 2017 33-37 Show publication in PURE

Alexander Nussbaumer Efficient software assets for fostering learning in applied games Immersive Learning Research Network 170–182 Show publication in PURE

Viktoria Pammer-Schindler and Angela Fessl 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) Show publication in PURE

Martin Ebner 360 DEGREE VIDEOS WITHIN A CLIMBING MOOC 14th International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2017) 43-50 Show publication in PURE

Roman Kern Markov Random Fields for Pattern Extraction in Analog Wafer Test Data International Conference on Image Processing Theory, Tools and Applications (IPTA 2017) Show publication in PURE

Eduardo Enrique Veas, Viktoria Pammer-Schindler and Carla Souta Barreiros What if Factories Looked Like Forests? Redesigning the Manufacturing Industry 4.0 Workplaces with an Augmented Reality Inspired Nature Metaphor Proceedings of the Workshop Papers of i-Know 2017 co-located with International Conference on Knowledge Technologies and Data-Driven Business 2017 (i-Know 2017) Show publication in PURE

Roman Kern Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017) Show publication in PURE

Roman Kern Multi-Loop Feedback Hierarchy Involving Human Workers in Manufacturing Processes Mensch und Computer 2017 - Workshopband Show publication in PURE

Elisabeth Lex The TagRec framework as a toolkit for the development of tag-based recommender systems UMAP 2017 - Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization 23-28 Show publication in PURE

Vedran Sabol Toward a Visual Analytics Framework for Learning Communities in Industry 4.0 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management) Show publication in PURE

Viktoria Pammer-Schindler Bringing Big Data to Adolescence - Specifying Business Models by Practice Institute of Systems Sciences, Innovation and Sustainability Research Show publication in PURE

Eduardo Enrique Veas and Granit Luzhnica Vibrotactile patterns using sensitivity prioritisation Proceedings of the 2017 ACM International Symposium on Wearable Computers 74-81 Show publication in PURE

Elisabeth Lex and Roman Kern Data Market Austria - Austria's First Digital Ecosystem for Data, Businesses, and Innovation Exploring a changing view on organizing value creation: Developing New Business Models. Contributions to the 2nd International Conference on New Business Models Show publication in PURE

Eduardo Enrique Veas, Viktoria Pammer-Schindler and Granit Luzhnica Personalising vibrotactile displays through perceptual sensitivity adjustment Proceedings of the 2017 ACM International Symposium on Wearable Computers 66-73 Show publication in PURE

Elisabeth Lex Tailoring Recommendations for a Multi-Domain Environment ACM International Conference on Recommender Systems 2017 Show publication in PURE

Roman Kern Robust Parameter-Free Season Length Detection in Time Series MILETS 2017 @ International Conference on Knowledge Discovery and Data Mining Show publication in PURE

Eduardo Enrique Veas WikiLyzer: Interactive Information Quality Assessment in Wikipedia Proceedings of the 22nd International Conference on Intelligent User Interfaces 377-388 Show publication in PURE

Roman Kern Evaluation of Contextualization and Diversification Approaches in Aggregated Search TIR @ DEXA International Conference on Database and Expert Systems Applications Show publication in PURE

Eduardo Enrique Veas Exploring and Summarizing Document Colletions with Multiple Coordinated Views Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics 41-48 Show publication in PURE

Eduardo Enrique Veas Visual exploration of network hostile behavior Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics 51-54 Show publication in PURE

Eduardo Enrique Veas From Search to Discovery with Visual Exploration Tools Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics 1-1 Show publication in PURE

Elisabeth Lex Temporal Effects on Hashtag Reuse in Twitter: A Cognitive-Inspired Hashtag Recommendation Approach 26th International World Wide Web Conference, WWW 2017 1401-1410 Show publication in PURE

Christian Gütl and Martin Ebner How Inverse Blended Learning Can Turn Up Learning with MOOCs? MOOC-MAKER 2017 21-30 Show publication in PURE

Eduardo Enrique Veas Retargeting Video Tutorials Showing Tools With Surface Contact to Augmented Reality Proc. ACM Conference on Human Factors in Computing Systems (CHI) Show publication in PURE

Christian Gütl and Johanna Pirker Using persuasive system design principles to evaluate two next generation digital learning environments Interactive Collaborative Learning - Proceedings of the 19th ICL Conference - Volume 2 256-268 Show publication in PURE

Thesis

Applying Cognitive Learner Models for Recommender Systems in Sparse Data Learning Environments Show publication in PURE