Hendrik Drachsler

183 papers A 29B 25C 2Misc 1Journal 72Unranked 37

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Are rubrics all you need? Towards rubric-based automatic short answer scoring via guided rubric-answer alignment. LAK Sebastian Gombert, Zhifan Sun, Fabian Zehner, Jannik Lossjew, Tobias Wyrwich, Berrit Katharina Czinczel, David Bednorz, Marcus Kubsch, Daniele Di Mitri, Knut Neumann, Hendrik Drachsler
2026	A	`conf`	Automatic Short Answer Grading with LLMs: From Memorization to Reasoning. LAK Longwei Cong, Leon Hammerla, Sonja Hahn, Sebastian Gombert, Hendrik Drachsler, Ulf Kroehne
2025	J	`jnl`	ChatGPT in Education: An Effect in Search of a Cause. J. Comput. Assist. Learn. Joshua Weidlich, Dragan Gasevic, Hendrik Drachsler, Paul A. Kirschner
2025	J	`jnl`	Concept Map Assessment Through Structure Classification. CoRR Laís Pisetta Van Vossen, Isabela Gasparini, Elaine H. T. Oliveira, Berrit Katharina Czinczel, Ute Harms, Lukas Menzel, Sebastian Gombert, Knut Neumann, Hendrik Drachsler
2025	—	`conf`	Enhancing User Onboarding in Virtual Reality Educational Applications: Evaluating the Effectiveness of Pre-Training User Onboarding Method. CSEDU (1) Sam Sabah, Alexander Tillmann, Jan Schneider, Hendrik Drachsler
2025	J	`jnl`	From Reflection to Action: A Controlled Field Study on How Learners Interpret and Respond to Feedback in Learning Analytics Dashboards. J. Comput. Assist. Learn. Tornike Giorgashvili, Ioana Jivet, Cordula Artelt, Daniel Biedermann, Daniel Bengs, Frank Goldhammer, Carolin Hahnel, Julia Mendzheritskaya, Julia Mordel, Monica Onofrei, Marc Winter, Ilka Wolter, Holger Horz, Hendrik Drachsler
2025	—	`conf`	On-Your Marks, Ready? Exploring the User Experience of a VR Application for Runners with Cognitive-Behavioral Influences. CSEDU (1) Fernando Pedro Cardenas Hernandez, Jan Schneider, Daniele Di Mitri, Hendrik Drachsler
2025	J	`jnl`	The Effect of AI-Based Systems on Mathematics Achievement in Rural Context: A Quantitative Study. J. Comput. Assist. Learn. Rashmi Khazanchi, Daniele Di Mitri, Hendrik Drachsler
2025	J	`jnl`	Through the Telescope: A Systematic Review of Intelligent Tutoring Systems and Their Applications in Psychomotor Skill Learning. Int. J. Artif. Intell. Educ. Gianluca Romano, Jan Schneider, Daniele Di Mitri, Hendrik Drachsler
2024	—	`conf`	Achieving Tailored Feedback by Means of a Teacher Dashboard? Insights into Teachers' Feedback Practices. EC-TEL (2) Lena Borgards, Onur Karademir, Sebastian Strauß, Daniele Di Mitri, Marcus Kubsch, Markus Brobeil, Adrian Grimm, Sebastian Gombert, Knut Neumann, Hendrik Drachsler, Maren Scheffel, Nikol Rummel
2024	J	`jnl`	Addressing gender in STEM classrooms: The impact of gender bias on women scientists' experiences in higher education careers in Germany. Educ. Inf. Technol. Dana Kube, Joshua Weidlich, Karel Kreijns, Hendrik Drachsler
2024	J	`jnl`	Beyond hard workout: A multimodal framework for personalised running training with immersive technologies. Br. J. Educ. Technol. Fernando Pedro Cardenas Hernandez, Jan Schneider, Daniele Di Mitri, Ioana Jivet, Hendrik Drachsler
2024	—	`conf`	Co-Designing Pilot Games with Citizens and Policy Stakeholders to Increase Climate Action. GEM Jane Yin-Kim Yau, Dana Kube, Hendrik Drachsler, David Griffiths, Barbara Kieslinger, Claudia Fabian, Katharina Koller, Paul A. Hollins, Anna Merry, Aravella Zachariou
2024	—	`conf`	Conceptual Map Assessment Through Structure Classification. EcalLAC@AIED Laís Pisetta Van Vossen, Isabela Gasparini, Elaine H. T. Oliveira, Lukas Menzel, Sebastian Gombert, Knut Neumann, Hendrik Drachsler
2024	J	`jnl`	Connecting the dots - A literature review on learning analytics indicators from a learning design perspective. J. Comput. Assist. Learn. Atezaz Ahmad, Jan Schneider, Dai Griffiths, Daniel Biedermann, Daniel Schiffner, Wolfgang Greller, Hendrik Drachsler
2024	J	`jnl`	Emotional and motivational effects of automated and personalized formative feedback: The role of reference frames. J. Comput. Assist. Learn. Joshua Weidlich, Aron Fink, Ioana Jivet, Jane Yau, Tornike Giorgashvili, Hendrik Drachsler, Andreas Frey
2024	—	`conf`	Enhancing Geographical Learning Through GeoVR: Immersive Exploration and Topographic Analysis Educational Application. DeLFI Sam Sabah, Alexander Tillmann, David Weiß, Hendrik Drachsler
2024	J	`jnl`	Escaping binary gender roles: Gender diversity dynamics in a CSCL-Escape game. J. Comput. Assist. Learn. Dana Kube, Sebastian Gombert, Nathalie John, Joshua Weidlich, Karel Kreijns, Hendrik Drachsler
2024	—	`conf`	Exploring Learners' Self-reflection and Intended Actions After Consulting Learning Analytics Dashboards in an Authentic Learning Setting. EC-TEL (1) Tornike Giorgashvili, Ioana Jivet, Cordula Artelt, Daniel Biedermann, Daniel Bengs, Frank Goldhammer, Carolin Hahnel, Julia Mendzheritskaya, Julia Mordel, Monica Onofrei, Marc Winter, Ilka Wolter, Holger Horz, Hendrik Drachsler
2024	J	`jnl`	Following the Impact Chain of the LA Cockpit: An Intervention Study Investigating a Teacher Dashboard's Effect on Student Learning. J. Learn. Anal. Onur Karademir, Lena Borgards, Daniele Di Mitri, Sebastian Strauß, Marcus Kubsch, Markus Brobeil, Adrian Grimm, Sebastian Gombert, Nikol Rummel, Knut Neumann, Hendrik Drachsler
2024	J	`jnl`	From the Automated Assessment of Student Essay Content to Highly Informative Feedback: a Case Study. Int. J. Artif. Intell. Educ. Sebastian Gombert, Aron Fink, Tornike Giorgashvili, Ioana Jivet, Daniele Di Mitri, Jane Yau, Andreas Frey, Hendrik Drachsler
2024	J	`jnl`	Hacking gender in computer-supported collaborative learning: The experience of being in mixed-gender teams at a computer science hackathon. J. Comput. Assist. Learn. Dana Kube, Sebastian Gombert, Brigitte Suter, Joshua Weidlich, Karel Kreijns, Hendrik Drachsler
2024	J	`jnl`	I don't have time! But keep me in the loop: Co-designing requirements for a learning analytics cockpit with teachers. J. Comput. Assist. Learn. Onur Karademir, Daniele Di Mitri, Jan Schneider, Ioana Jivet, Jörn Allmang, Sebastian Gombert, Marcus Kubsch, Knut Neumann, Hendrik Drachsler
2024	J	`jnl`	Learning Analytics in Higher Education - Exploring Students and Teachers Expectations in Germany. CoRR Birthe Fritz, Dana Kube, Sonja Scherer, Hendrik Drachsler
2024	—	`conf`	Learning Analytics-Supported Learning Design for a Dutch Distance Learning University. EC-TEL (2) Seyyed Kazem Banihashem, Maryam Alqassab, Konstantinos Georgiadis, Marcel Schmitz, Hendrik Drachsler
2024	J	`jnl`	Learning At and From a Virtual Conference: A Comparison of Conference Formats and Value Contributing Factors. J. Learn. Anal. Nina Seidenberg, Ioana Jivet, Maren Scheffel, Vitomir Kovanovic, Grace Lynch, Hendrik Drachsler
2024	—	`conf`	Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads. BEA Sebastian Gombert, Lukas Menzel, Daniele Di Mitri, Hendrik Drachsler
2024	—	`conf`	Students Want to Experiment While Teachers Care More About Assessment! Exploring How Novices and Experts Engage in Course Design. CSEDU (1) Atezaz Ahmad, Jan Schneider, Marcel Schmitz, Daniel Schiffner, Hendrik Drachsler
2024	J	`jnl`	Use of digital self-control tools in higher education - a survey study. Educ. Inf. Technol. Daniel Biedermann, Stella Kister, Jasmin Breitwieser, Joshua Weidlich, Hendrik Drachsler
2023	J	`jnl`	Aligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach. J. Learn. Anal. Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanovic, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, Simon Buckingham Shum, Lujie Karen Chen, Hendrik Drachsler, Valerie A. Guerrero, Michael Hanses, Caitlin Hayward, Ben Hicks, Ioana Jivet, Kirsty Kitto, René F. Kizilcec, Jason M. Lodge, Catherine A. Manly, Rebecca L. Matz, Michael Meaney, Xavier Ochoa, Brendan A. Schuetze, Marco Spruit, Max van Haastrecht, Anouschka van Leeuwen, Lars van Rijn, Yi-Shan Tsai, Joshua Weidlich, Kimberly Williamson, Veronica X. Yan
2023	J	`jnl`	Coding energy knowledge in constructed responses with explainable NLP models. J. Comput. Assist. Learn. Sebastian Gombert, Daniele Di Mitri, Onur Karademir, Marcus Kubsch, Hannah Kolbe, Simon Tautz, Adrian Grimm, Isabell Bohm, Knut Neumann, Hendrik Drachsler
2023	J	`jnl`	Contextualized Logging of On-Task and Off-Task Behaviours During Learning. J. Learn. Anal. Daniel Biedermann, George-Petru Ciordas-Hertel, Marc Winter, Julia Mordel, Hendrik Drachsler
2023	A	`conf`	Detecting the Disengaged Reader - Using Scrolling Data to Predict Disengagement during Reading. LAK Daniel Biedermann, Jan Schneider, George-Petru Ciordas-Hertel, Beate Eichmann, Carolin Hahnel, Frank Goldhammer, Hendrik Drachsler
2023	J	`jnl`	Fostering children's acceptance of educational apps: The importance of designing enjoyable learning activities. Br. J. Educ. Technol. Chimezie O. Amaefule, Jasmin Breitwieser, Daniel Biedermann, Lea Nobbe, Hendrik Drachsler, Garvin Brod
2023	—	`conf`	LAxplore: An NLP-Based Tool for Distilling Learning Analytics and Learning Design Instruments out of Scientific Publications. KDIR Atezaz Ahmad, Jan Schneider, Daniel Schiffner, Esad Islamovic, Hendrik Drachsler
2023	—	`conf`	Making an Online Whiteboard Ready for Multimodal Interaction: Integrating Text- and Voice Chat into Hyperchalk. MILeS@EC-TEL Sebastian Gombert, Lukas Menzel, Onur Karademir, Daniele Di Mitri, Hendrik Drachsler
2023	J	`jnl`	Students' expectations of Learning Analytics across Europe. J. Comput. Assist. Learn. Sebastian Wollny, Daniele Di Mitri, Ioana Jivet, Pedro José Muñoz Merino, Maren Scheffel, Jan Schneider, Yi-Shan Tsai, Alexander Whitelock-Wainwright, Dragan Gasevic, Hendrik Drachsler
2023	J	`jnl`	The Effect of Social Support Features via Buddies in App-Based Habit Building. Int. J. Mob. Blended Learn. Daniel Biedermann, Patrick Oliver Schwarz, Jane Yau, Hendrik Drachsler
2023	J	`jnl`	Untangling connections between challenges in the adoption of learning analytics in higher education. Educ. Inf. Technol. Asma Alzahrani, Yi-Shan Tsai, Sehrish Iqbal, Pedro Manuel Moreno-Marcos, Maren Scheffel, Hendrik Drachsler, Carlos Delgado Kloos, Naif R. Aljohani, Dragan Gasevic
2023	B	`conf`	Why You Should Give Your Students Automatic Process Feedback on Their Collaboration: Evidence from a Randomized Experiment. EC-TEL Lukas Menzel, Sebastian Gombert, Joshua Weidlich, Aron Fink, Andreas Frey, Hendrik Drachsler
2022	J	`jnl`	Causal Inference and Bias in Learning Analytics: A Primer on Pitfalls Using Directed Acyclic Graphs. J. Learn. Anal. Joshua Weidlich, Dragan Gasevic, Hendrik Drachsler
2022	J	`jnl`	FoLA2 - A Method for Co-creating Learning Analytics-Supported Learning Design. J. Learn. Anal. Marcel Schmitz, Maren Scheffel, Roger Bemelmans, Hendrik Drachsler
2022	—	`conf`	How can Interaction Data be Contextualized with Mobile Sensing to Enhance Learning Engagement Assessment in Distance Learning? ICMI Companion George-Petru Ciordas-Hertel, Daniel Biedermann, Marc Winter, Julia Mordel, Hendrik Drachsler
2022	J	`jnl`	Keep Me in the Loop: Real-Time Feedback with Multimodal Data. Int. J. Artif. Intell. Educ. Daniele Di Mitri, Jan Schneider, Hendrik Drachsler
2022	J	`jnl`	Learning analytics in higher education - Stakeholders, strategy and scale. Internet High. Educ. Dragan Gasevic, Yi-Shan Tsai, Hendrik Drachsler
2022	B	`conf`	Superpowers in the Classroom: Hyperchalk is an Online Whiteboard for Learning Analytics Data Collection. EC-TEL Lukas Menzel, Sebastian Gombert, Daniele Di Mitri, Hendrik Drachsler
2022	A	`conf`	Towards Collaborative Convergence: Quantifying Collaboration Quality with Automated Co-located Collaboration Analytics. LAK Sambit Praharaj, Maren Scheffel, Marcel Schmitz, Marcus Specht, Hendrik Drachsler
2022	—	`conf`	What Indicators Can I Serve You with? An Evaluation of a Research-Driven Learning Analytics Indicator Repository. CSEDU (1) Atezaz Ahmad, Jan Schneider, Joshua Weidlich, Daniele Di Mitri, Jane Yin-Kim Yau, Daniel Schiffner, Hendrik Drachsler
2021	J	`jnl`	A four-country cross-case analysis of academic staff expectations about learning analytics in higher education. Internet High. Educ. Kaire Kollom, Kairit Tammets, Maren Scheffel, Yi-Shan Tsai, Ioana Jivet, Pedro J. Muñoz-Merino, Pedro Manuel Moreno-Marcos, Alexander Whitelock-Wainwright, Adolfo Ruiz-Calleja, Dragan Gasevic, Carlos Delgado Kloos, Hendrik Drachsler, Tobias Ley
2021	J	`jnl`	Adoption of learning technologies in times of pandemic crisis. J. Comput. Assist. Learn. Hendrik Drachsler, Jeroen Janssen, Paul A. Kirschner
2021	J	`jnl`	An exploratory latent class analysis of student expectations towards learning analytics services. Internet High. Educ. Alexander Whitelock-Wainwright, Yi-Shan Tsai, Hendrik Drachsler, Maren Scheffel, Dragan Gasevic
2021	J	`jnl`	Are We There Yet? - A Systematic Literature Review on Chatbots in Education. Frontiers Artif. Intell. Sebastian Wollny, Jan Schneider, Daniele Di Mitri, Joshua Weidlich, Marc Rittberger, Hendrik Drachsler
2021	Misc	`conf`	Designing the Learning Analytics Cockpit - A Dashboard that Enables Interventions. MIS4TEL Onur Karademir, Atezaz Ahmad, Jan Schneider, Daniele Di Mitri, Ioana Jivet, Hendrik Drachsler
2021	J	`jnl`	Digital self-control interventions for distracting media multitasking - A systematic review. J. Comput. Assist. Learn. Daniel Biedermann, Jan Schneider, Hendrik Drachsler
2021	J	`jnl`	Literature Review on Co-Located Collaboration Modeling Using Multimodal Learning Analytics - Can We Go the Whole Nine Yards? IEEE Trans. Learn. Technol. Sambit Praharaj, Maren Scheffel, Hendrik Drachsler, Marcus Specht
2021	J	`jnl`	Mobile Sensing with Smart Wearables of the Physical Context of Distance Learning Students to Consider Its Effects on Learning. Sensors George-Petru Ciordas-Hertel, Sebastian Rödling, Jan Schneider-Barnes, Daniele Di Mitri, Joshua Weidlich, Hendrik Drachsler
2021	—	`conf`	Multimodal Immersive Learning with Artificial Intelligence for Robot and Running application cases. MILeS@EC-TEL Fernando Pedro Cardenas Hernandez, Gianluca Romano, Hendrik Drachsler
2021	A	`conf`	Quantum of Choice: How learners' feedback monitoring decisions, goals and self-regulated learning skills are related. LAK Ioana Jivet, Jacqueline Wong, Maren Scheffel, Manuel Valle Torre, Marcus Specht, Hendrik Drachsler
2021	—	`conf`	The Design Cycle for Education (DC4E). DELFI Maren Scheffel, Marcel Schmitz, Judith van Hooijdonk, Evelien van Limbeek, Chris Kockelkoren, Didi Joppe, Hendrik Drachsler
2021	J	`jnl`	Towards Automatic Collaboration Analytics for Group Speech Data Using Learning Analytics. Sensors Sambit Praharaj, Maren Scheffel, Marcel Schmitz, Marcus Specht, Hendrik Drachsler
2021	J	`jnl`	Virtual academic conferences as learning spaces: Factors associated with the perceived value of purely virtual conferences. J. Comput. Assist. Learn. Nina Seidenberg, Maren Scheffel, Vitomir Kovanovic, Grace Lynch, Hendrik Drachsler
2020	J	`jnl`	Assessing the validity of a learning analytics expectation instrument: A multinational study. J. Comput. Assist. Learn. Alexander Whitelock-Wainwright, Dragan Gasevic, Yi-Shan Tsai, Hendrik Drachsler, Maren Scheffel, Pedro J. Muñoz-Merino, Kairit Tammets, Carlos Delgado Kloos
2020	C	`conf`	Associative Media Learning With Smartwatches. EDUCON Sebastian Rödling, Daniel Biedermann, Jan Schneider, Hendrik Drachsler
2020	J	`jnl`	Epistemic Network Analyses of Economics Students' Graph Understanding: An Eye-Tracking Study. Sensors Sebastian Brückner, Jan Schneider, Olga Zlatkin-Troitschanskaia, Hendrik Drachsler
2020	J	`jnl`	From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education. Internet High. Educ. Ioana Jivet, Maren Scheffel, Marcel Schmitz, Stefan Robbers, Marcus Specht, Hendrik Drachsler
2020	A	`ed.`	LAK '20: 10th International Conference on Learning Analytics and Knowledge, Frankfurt, Germany, March 23-27, 2020. LAK Christoph Rensing, Hendrik Drachsler
2020	—	`book`	Learning Analytics Cookbook - How to Support Learning Processes Through Data Analytics and Visualization Roope Jaakonmäki, Jan vom Brocke, Stefan Dietze, Hendrik Drachsler, Albrecht Fortenbacher, René Helbig, Michael D. Kickmeier-Rust, Ivana Marenzi, Angel Suarez, Haeseon Yun
2020	J	`jnl`	Learning analytics in European higher education - Trends and barriers. Comput. Educ. Yi-Shan Tsai, Diego Rates, Pedro Manuel Moreno-Marcos, Pedro J. Muñoz-Merino, Ioana Jivet, Maren Scheffel, Hendrik Drachsler, Carlos Delgado Kloos, Dragan Gasevic
2020	B	`conf`	OpenLAIR an Open Learning Analytics Indicator Repository Dashboard. EC-TEL Atezaz Ahmad, Jan Schneider, Hendrik Drachsler
2020	—	`conf`	Real-Time Multimodal Feedback with the CPR Tutor. AIED (1) Daniele Di Mitri, Jan Schneider, Kevin Trebing, Sasa Sopka, Marcus Specht, Hendrik Drachsler
2020	—	`conf`	Tabbi - A Tangible Interface for Educational Chatbots. DeLFI Sebastian Wollny, Jan Schneider, Marc Rittberger, Hendrik Drachsler
2020	C	`conf`	Which Strategies are Used in the Design of Technical LA Infrastructure?: A Qualitative Interview Study. EDUCON George-Petru Ciordas-Hertel, Jan Schneider, Hendrik Drachsler
2019	—	`conf`	"What can I help you with today?" - Exploring Opportunities of Learner Modeling for Online Educational Portals. DeLFI Sebastian Wollny, Jan Schneider, Marc Rittberger, Hendrik Drachsler
2019	J	`jnl`	Adopting Trust in Learning Analytics Infrastructure: A Structured Literature Review. J. Univers. Comput. Sci. George-Petru Ciordas-Hertel, Jan Schneider, Stefaan Ternier, Hendrik Drachsler
2019	J	`jnl`	Beyond Reality - Extending a Presentation Trainer with an Immersive VR Module. Sensors Jan Schneider, Gianluca Romano, Hendrik Drachsler
2019	J	`jnl`	Dancing Salsa with Machines - Filling the Gap of Dancing Learning Solutions. Sensors Gianluca Romano, Jan Schneider, Hendrik Drachsler
2019	J	`jnl`	Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks. Sensors Daniele Di Mitri, Jan Schneider, Marcus Specht, Hendrik Drachsler
2019	B	`conf`	Group Coach for Co-located Collaboration. EC-TEL Sambit Praharaj, Maren Scheffel, Hendrik Drachsler, Marcus Specht
2019	B	`conf`	Learning with the Dancing Coach. EC-TEL Gianluca Romano, Jan Schneider, Hendrik Drachsler
2019	B	`conf`	Policy Matters: Expert Recommendations for Learning Analytics Policy. EC-TEL Maren Scheffel, Yi-Shan Tsai, Dragan Gasevic, Hendrik Drachsler
2019	A	`conf`	Read Between the Lines: An Annotation Tool for Multimodal Data for Learning. LAK Daniele Di Mitri, Jan Schneider, Roland Klemke, Marcus Specht, Hendrik Drachsler
2019	—	`conf`	Stakeholder attitudes towards digitalization in higher education institutions. DeLFI Daniel Biedermann, Lea Kalbfell, Jan Schneider, Hendrik Drachsler
2019	J	`jnl`	Sympathetic arousal commonalities and arousal contagion during collaborative learning: How attuned are triad members? Comput. Hum. Behav. Héctor J. Pijeira Díaz, Hendrik Drachsler, Sanna Järvelä, Paul A. Kirschner
2019	B	`conf`	The Means to a Blend: A Practical Model for the Redesign of Face-to-Face Education to Blended Learning. EC-TEL Maren Scheffel, Evelien van Limbeek, Didi Joppe, Judith van Hooijdonk, Chris Kockelkoren, Marcel Schmitz, Peter Ebus, Peter B. Sloep, Hendrik Drachsler
2018	B	`conf`	"Make It Personal!" - Gathering Input from Stakeholders for a Learning Analytics-Supported Learning Design Tool. EC-TEL Marcel Schmitz, Maren Scheffel, Evelien van Limbeek, Roger Bemelmans, Hendrik Drachsler
2018	—	`ed.`	EC-TEL Practitioner Proceedings 2018: 13th European Conference On Technology Enhanced Learning, Leeds, UK, September 3-6, 2018. EC-TEL (Practitioner Proceedings) Vania Dimitrova, Sambit Praharaj, Mikhail Fominykh, Hendrik Drachsler
2018	J	`jnl`	From signals to knowledge: A conceptual model for multimodal learning analytics. J. Comput. Assist. Learn. Daniele Di Mitri, Jan Schneider, Marcus Specht, Hendrik Drachsler
2018	—	`conf`	Implementation and Evaluation of a Trusted Learning Analytics Dashboard. EC-TEL (Doctoral Consortium) Daniel Biedermann, Jan Schneider, Hendrik Drachsler
2018	B	`conf`	Investigating the Relationships Between Online Activity, Learning Strategies and Grades to Create Learning Analytics-Supported Learning Designs. EC-TEL Marcel Schmitz, Maren Scheffel, Evelien van Limbeek, Nicolette van Halem, Ilja Cornelisz, Chris van Klaveren, Roger Bemelmans, Hendrik Drachsler
2018	J	`jnl`	JCAL Special Issue on Multimodal Learning Analytics. J. Comput. Assist. Learn. Hendrik Drachsler, Jan Schneider
2018	A	`conf`	License to evaluate: preparing learning analytics dashboards for educational practice. LAK Ioana Jivet, Maren Scheffel, Marcus Specht, Hendrik Drachsler
2018	B	`ed.`	Lifelong Technology-Enhanced Learning - 13th European Conference on Technology Enhanced Learning, EC-TEL 2018, Leeds, UK, September 3-5, 2018, Proceedings EC-TEL Viktoria Pammer-Schindler, Mar Pérez-Sanagustín, Hendrik Drachsler, Raymond Elferink, Maren Scheffel
2018	—	`conf`	MULTIFOCUS: MULTImodal Learning Analytics FOr Co-located Collaboration Understanding and Support. EC-TEL (Doctoral Consortium) Sambit Praharaj, Maren Scheffel, Hendrik Drachsler, Marcus Specht
2018	B	`conf`	Multimodal Analytics for Real-Time Feedback in Co-located Collaboration. EC-TEL Sambit Praharaj, Maren Scheffel, Hendrik Drachsler, Marcus Specht
2018	B	`conf`	Multimodal Learning Hub: A Tool for Capturing Customizable Multimodal Learning Experiences. EC-TEL Jan Schneider, Daniele Di Mitri, Bibeg Limbu, Hendrik Drachsler
2018	J	`jnl`	Profiling sympathetic arousal in a physics course: How active are students? J. Comput. Assist. Learn. Héctor J. Pijeira Díaz, Hendrik Drachsler, Paul A. Kirschner, Sanna Järvelä
2018	—	`conf`	The Big Five: Addressing Recurrent Multimodal Learning Data Challenges. CrossMMLA@LAK Daniele Di Mitri, Jan Schneider, Marcus Specht, Hendrik Drachsler
2018	B	`conf`	The Learning Analytics Indicator Repository. EC-TEL Daniel Biedermann, Jan Schneider, Hendrik Drachsler
2018	J	`jnl`	User-Centric Evaluation of Recommender Systems in Social Learning Platforms: Accuracy is Just the Tip of the Iceberg. IEEE Trans. Learn. Technol. Soude Fazeli, Hendrik Drachsler, Marlies Bitter-Rijpkema, Francis Brouns, Wim van der Vegt, Peter B. Sloep
2017	B	`conf`	Awareness Is Not Enough: Pitfalls of Learning Analytics Dashboards in the Educational Practice. EC-TEL Ioana Jivet, Maren Scheffel, Hendrik Drachsler, Marcus Specht
2017	A	`conf`	Cooking with learning analytics recipes. LAK Roope Jaakonmäki, Hendrik Drachsler, Michael D. Kickmeier-Rust, Stefan Dietze, Albrecht Fortenbacher, Ivana Marenzi
2017	B	`ed.`	Data Driven Approaches in Digital Education - 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Tallinn, Estonia, September 12-15, 2017, Proceedings EC-TEL Élise Lavoué, Hendrik Drachsler, Katrien Verbert, Julien Broisin, Mar Pérez-Sanagustín
2017	J	`jnl`	LAK16 Editorial. J. Learn. Anal. Carolyn Penstein Rosé, Shane Dawson, Hendrik Drachsler
2017	A	`conf`	Learning pulse: a machine learning approach for predicting performance in self-regulated learning using multimodal data. LAK Daniele Di Mitri, Maren Scheffel, Hendrik Drachsler, Dirk Börner, Stefaan Ternier, Marcus Specht
2017	B	`conf`	Opportunities and Challenges in Using Learning Analytics in Learning Design. EC-TEL Marcel Schmitz, Evelien van Limbeek, Wolfgang Greller, Peter B. Sloep, Hendrik Drachsler
2017	B	`conf`	The Proof of the Pudding: Examining Validity and Reliability of the Evaluation Framework for Learning Analytics. EC-TEL Maren Scheffel, Hendrik Drachsler, Christian Toisoul, Stefaan Ternier, Marcus Specht
2017	J	`jnl`	Widget, Widget on the Wall, Am I Performing Well at All? IEEE Trans. Learn. Technol. Maren Scheffel, Hendrik Drachsler, Joop De Kraker, Karel Kreijns, Aad Slootmaker, Marcus Specht
2017	A	`conf`	Widget, widget as you lead, I am performing well indeed!: using results from an exploratory offline study to inform an empirical online study about a learning analytics widget in a collaborative learning environment. LAK Maren Scheffel, Hendrik Drachsler, Karel Kreijns, Joop De Kraker, Marcus Specht
2016	B	`conf`	Dutch Cooking with xAPI Recipes: The Good, the Bad, and the Consistent. ICALT Alan Berg, Maren Scheffel, Hendrik Drachsler, Stefaan Ternier, Marcus Specht
2016	J	`jnl`	Editorial: A Message from the Editorial Team and an Introduction to the January-March 2016 Issue. IEEE Trans. Learn. Technol. Peter Brusilovsky, Mike Sharples, Gustavo R. Alves, Tiffany Barnes, Sherry Y. Chen, Carol H. C. Chu, Hendrik Drachsler, Seiji Isotani, Euan Lindsay, Xavier Ochoa, Mykola Pechenizkiy, Ma. Mercedes T. Rodrigo, Cristóbal Romero, Sergey A. Sosnovsky, Stefaan Ternier, Katrien Verbert
2016	J	`jnl`	Editorial: Datasets for Learning Analytics. J. Learn. Anal. Stefan Dietze, George Siemens, Davide Taibi, Hendrik Drachsler
2016	A	`conf`	Ethical and privacy issues in the design of learning analytics applications. LAK Hendrik Drachsler, Tore Hoel, Adam Cooper, Gábor Kismihók, Alan Berg, Maren Scheffel, Weiqin Chen, Rebecca Ferguson
2016	J	`jnl`	Guest Editorial: Ethics and Privacy in Learning Analytics. J. Learn. Anal. Rebecca Ferguson, Tore Hoel, Maren Scheffel, Hendrik Drachsler
2016	A	`conf`	Investigating collaborative learning success with physiological coupling indices based on electrodermal activity. LAK Héctor J. Pijeira Díaz, Hendrik Drachsler, Sanna Järvelä, Paul A. Kirschner
2016	—	`conf`	Learning Pulse: Using Wearable Biosensors and Learning Analytics to Investigate and Predict Learning Success in Self-regulated Learning. CrossLAK Daniele Di Mitri, Maren Scheffel, Hendrik Drachsler, Dirk Börner, Stefaan Ternier
2016	A	`conf`	Privacy and analytics: it's a DELICATE issue a checklist for trusted learning analytics. LAK Hendrik Drachsler, Wolfgang Greller
2016	A	`ed.`	Proceedings of the Sixth International Conference on Learning Analytics & Knowledge, LAK 2016, Edinburgh, United Kingdom, April 25-29, 2016 LAK Dragan Gasevic, Grace Lynch, Shane Dawson, Hendrik Drachsler, Carolyn Penstein Rosé
2016	B	`conf`	Supporting Users of Open Online Courses with Recommendations: An Algorithmic Study. ICALT Soude Fazeli, Enayat Rajabi, Leonardo Lezcano, Hendrik Drachsler, Peter B. Sloep
2016	J	`jnl`	The MOOC and learning analytics innovation cycle (MOLAC): a reflective summary of ongoing research and its challenges. J. Comput. Assist. Learn. Hendrik Drachsler, Marco Kalz
2016	A	`conf`	The dutch xAPI experience. LAK Alan Berg, Maren Scheffel, Hendrik Drachsler, Stefaan Ternier, Marcus Specht
2015	A	`conf`	Developing an evaluation framework of quality indicators for learning analytics. LAK Maren Scheffel, Hendrik Drachsler, Marcus Specht
2015	A	`conf`	Ethical and privacy issues in the application of learning analytics. LAK Hendrik Drachsler, Tore Hoel, Maren Scheffel, Gábor Kismihók, Alan Berg, Rebecca Ferguson, Weiqin Chen, Adam Cooper, Jocelyn Manderveld
2015	—	`conf`	Getting a Grasp on Tag Collections by Visualising Tag Clusters Based on Higher-order Co-occurrences. VISLA@LAK Katja Niemann, Maren Scheffel, Sarah León Rojas, Martin Wolpers, Hendrik Drachsler, Marcus Specht
2015	A	`conf`	Learning analytics: European perspectives. LAK Rebecca Ferguson, Adam Cooper, Hendrik Drachsler, Gábor Kismihók, Anne Boyer, Kairit Tammets, Alejandra Martínez-Monés
2015	—	`ch.`	Panorama of Recommender Systems to Support Learning. Recommender Systems Handbook Hendrik Drachsler, Katrien Verbert, Olga C. Santos, Nikos Manouselis
2015	A	`conf`	The 3 LAK Hendrik Drachsler, Stefan Dietze, Eelco Herder, Mathieu d'Aquin, Davide Taibi, Maren Scheffel
2015	J	`jnl`	Time will tell: The role of mobile learning analytics in self-regulated learning. Comput. Educ. Bernardo Tabuenca, Marco Kalz, Hendrik Drachsler, Marcus Specht
2014	—	`ch.`	A Survey on Linked Data and the Social Web as Facilitators for TEL Recommender Systems. Recommender Systems for Technology Enhanced Learning Stefan Dietze, Hendrik Drachsler, Daniela Giordano
2014	B	`conf`	An Evaluation Framework for Data Competitions in TEL. EC-TEL Hendrik Drachsler, Slavi Stoyanov, Mathieu d'Aquin, Eelco Herder, Marieke Guy, Stefan Dietze
2014	J	`jnl`	Building the Open Elements of an Open Data Competition. D Lib Mag. Mathieu d'Aquin, Stefan Dietze, Eelco Herder, Hendrik Drachsler, Marieke Guy, Elisabetta Parodi
2014	J	`jnl`	Design and evaluation of a widget-based dashboard for awareness support in Research Networks. Interact. Learn. Environ. Wolfgang Reinhardt, Christian Mletzko, Hendrik Drachsler, Peter B. Sloep
2014	A	`conf`	Implicit vs. explicit trust in social matrix factorization. RecSys Soude Fazeli, Babak Loni, Alejandro Bellogín, Hendrik Drachsler, Peter B. Sloep
2014	B	`conf`	Mobile inquiry-based learning for sustainability education in secondary schools. ICALT Marco Kalz, Olga Firssova, Dirk Börner, Stefaan Ternier, Fleur Prinsen, Ellen Rusman, Hendrik Drachsler, Marcus Specht
2014	—	`ed.`	Proceedings of the LinkedUp Veni Competition on Linked and Open Data for Education held at the Open Knowledge Conference (OKCon 2013), Geneva, Switzerland, September 17, 2013. Veni@OKCon Mathieu d'Aquin, Stefan Dietze, Hendrik Drachsler, Marieke Guy, Eelco Herder
2014	—	`ed.`	Proceedings of the Workshops at the LAK 2014 Conference co-located with 4th International Conference on Learning Analytics and Knowledge (LAK 2014), Indianapolis, Indiana, USA, March 24-28, 2014. LAK Workshops Kalina Yacef, Hendrik Drachsler
2014	J	`jnl`	Quality Indicators for Learning Analytics. J. Educ. Technol. Soc. Maren Scheffel, Hendrik Drachsler, Slavi Stoyanov, Marcus Specht
2014	—	`book`	Recommender Systems for Technology Enhanced Learning. Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2014	—	`conf`	Spiral me to the core: Getting a visual grasp on text corpora through clusters and keywords. LAK Workshops Maren Scheffel, Katja Niemann, Sarah León Rojas, Hendrik Drachsler, Marcus Specht
2014	A	`conf`	The impact of learning analytics on the dutch education system. LAK Hendrik Drachsler, Slavi Stoyanov, Marcus Specht
2014	A	`conf`	The learning analytics & knowledge (LAK) data challenge 2014. LAK Hendrik Drachsler, Stefan Dietze, Eelco Herder, Mathieu d'Aquin, Davide Taibi
2014	—	`ch.`	Towards a Social Trust-Aware Recommender for Teachers. Recommender Systems for Technology Enhanced Learning Soude Fazeli, Hendrik Drachsler, Francis Brouns, Peter B. Sloep
2014	B	`conf`	Which Recommender System Can Best Fit Social Learning Platforms? EC-TEL Soude Fazeli, Babak Loni, Hendrik Drachsler, Peter B. Sloep
2013	—	`conf`	LinkedUp Veni Competition: Linked and Open Data for Education. Veni@OKCon Mathieu d'Aquin, Stefan Dietze, Hendrik Drachsler, Marieke Guy, Eelco Herder
2013	—	`ed.`	Proceedings of the LAK Data Challenge, Leuven, Belgium, April 9, 2013 LAK (Data Challenge) Mathieu d'Aquin, Stefan Dietze, Hendrik Drachsler, Eelco Herder, Davide Taibi
2013	—	`book`	Recommender Systems for Learning Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Erik Duval
2013	—	`conf`	Socio-semantic Networks of Research Publications in the Learning Analytics Community. LAK (Data Challenge) Soude Fazeli, Hendrik Drachsler, Peter B. Sloep
2013	J	`jnl`	Use of Mobile Applications for Hospital Discharge Letters: Improving Handover at Point of Practice. Int. J. Mob. Blended Learn. Bridget Maher, Hendrik Drachsler, Marco Kalz, Cathal Hoare, Humphrey Sorensen, Leonardo Lezcano, Pat Henn, Marcus Specht
2012	A	`conf`	1 LAK Hendrik Drachsler, Stefan Dietze, Wolfgang Greller, Mathieu d'Aquin, Jelena Jovanovic, Abelardo Pardo, Wolfgang Reinhardt, Katrien Verbert
2012	—	`conf`	A Theoretical Framework for Shared Situational Awareness in Sociotechnical Systems. ARTEL@EC-TEL Shalini Kurapati, Gwendolyn L. Kolfschoten, Alexander Verbraeck, Hendrik Drachsler, Marcus Specht, Frances M. T. Brazier
2012	—	`conf`	A Trust-based Social Recommender for Teachers. RecSysTEL@EC-TEL Soude Fazeli, Hendrik Drachsler, Francis Brouns, Peter B. Sloep
2012	J	`jnl`	Context-Aware Recommender Systems for Learning: A Survey and Future Challenges. IEEE Trans. Learn. Technol. Katrien Verbert, Nikos Manouselis, Xavier Ochoa, Martin Wolpers, Hendrik Drachsler, Ivana Bosnic, Erik Duval
2012	J	`jnl`	Dataset-Driven Research to Support Learning and Knowledge Analytics. J. Educ. Technol. Soc. Katrien Verbert, Nikos Manouselis, Hendrik Drachsler, Erik Duval
2012	—	`ch.`	Mining and Visualizing Research Networks Using the Artefact-Actor-Network Approach. Computational Social Networks Wolfgang Reinhardt, Adrian Wilke, Matthias Moi, Hendrik Drachsler, Peter B. Sloep
2012	—	`conf`	Preface. RecSysTEL@EC-TEL Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2012	—	`ed.`	Proceedings of the 2nd Workshop on Recommender Systems in Technology Enhanced Learning 2012, Saarbrücken, Germany, September 18-19, 2012 RecSysTEL@EC-TEL Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2012	A	`conf`	Recommender systems challenge 2012. RecSys Nikos Manouselis, Alan Said, Domonkos Tikk, Jannis Hermanns, Benjamin Kille, Hendrik Drachsler, Katrien Verbert, Kris Jack
2012	—	`conf`	The CLAS App - A Mobile Solution to Improve Handover Procedures between Hospital Interface and General Practitioner. mLearn Bridget Maher, Hendrik Drachsler, Marco Kalz, Marcus Specht
2012	A	`conf`	The pulse of learning analytics understandings and expectations from the stakeholders. LAK Hendrik Drachsler, Wolfgang Greller
2012	J	`jnl`	Translating Learning into Numbers: A Generic Framework for Learning Analytics. J. Educ. Technol. Soc. Wolfgang Greller, Hendrik Drachsler
2012	—	`conf`	Understanding the Meaning of Awareness in Research Networks. ARTEL@EC-TEL Wolfgang Reinhardt, Christian Mletzko, Peter B. Sloep, Hendrik Drachsler
2011	B	`conf`	Activity-Based Learner-Models for Learner Monitoring and Recommendations in Moodle. EC-TEL Beatriz Eugenia Florián Gaviria, Christian Glahn, Hendrik Drachsler, Marcus Specht, Ramón Fabregat Gesa
2011	B	`conf`	Analyzing 5 Years of EC-TEL Proceedings. EC-TEL Wolfgang Reinhardt, Christian Meier, Hendrik Drachsler, Peter B. Sloep
2011	—	`conf`	Awareness support in scientific event management with I-KNOW Wolfgang Reinhardt, Julian Maicher, Hendrik Drachsler, Peter B. Sloep
2011	A	`conf`	Dataset-driven research for improving recommender systems for learning. LAK Katrien Verbert, Hendrik Drachsler, Nikos Manouselis, Martin Wolpers, Riina Vuorikari, Erik Duval
2011	—	`ch.`	Recommender Systems in Technology Enhanced Learning. Recommender Systems Handbook Nikos Manouselis, Hendrik Drachsler, Riina Vuorikari, Hans G. K. Hummel, Rob Koper
2010	—	`conf`	Issues and considerations regarding sharable data sets for recommender systems in technology enhanced learning. RecSysTEL@RecSys Hendrik Drachsler, Toine Bogers, Riina Vuorikari, Katrien Verbert, Erik Duval, Nikos Manouselis, Günter Beham, Stefanie N. Lindstaedt, Hermann Stern, Martin Friedrich, Martin Wolpers
2010	—	`conf`	Preface. RecSysTEL@RecSys Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2010	—	`ed.`	Proceedings of the 1st Workshop on Recommender Systems for Technology Enhanced Learning, RecSysTEL 2010, Barcelona, Spain, September 29-30, 2010 RecSysTEL@RecSys Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2010	J	`jnl`	ReMashed - An Usability Study of a Recommender System for Mash-Ups for Learning. Int. J. Emerg. Technol. Learn. Hendrik Drachsler, Lloyd Rutledge, Peter van Rosmalen, Hans G. K. Hummel, Dries Pecceu, Tanja Arts, Edwin Hutten, Rob Koper
2010	A	`conf`	Workshop on recommender systems for technology enhanced learning. RecSys Nikos Manouselis, Hendrik Drachsler, Katrien Verbert, Olga C. Santos
2009	J	`jnl`	Effects of the ISIS Recommender System for Navigation Support in self-organised Learning Networks. J. Educ. Technol. Soc. Hendrik Drachsler, Hans G. K. Hummel, Bert van den Berg, Jannes Eshuis, Wim Waterink, Rob Nadolski, Adriana J. Berlanga, Nanda Boers, Rob Koper
2009	—	`ch.`	Evaluating the Effectiveness of Personalised Recommender Systems in Learning Networks. Learning Network Services for Professional Development Hendrik Drachsler, Hans G. K. Hummel, Bert van den Berg, Jannes Eshuis, Wim Waterink, Rob Nadolski, Adriana J. Berlanga, Nanda Boers, Rob Koper
2009	—	`ch.`	How to Set Up Simulations for Designing Light-Weight Personalised Recommender Systems. Learning Network Services for Professional Development Rob Nadolski, Bert van den Berg, Adriana J. Berlanga, Hans G. K. Hummel, Hendrik Drachsler, Rob Koper, Peter B. Sloep
2009	J	`jnl`	Identifying the Goal, User model and Conditions of Recommender Systems for Formal and Informal Learning. J. Digit. Inf. Hendrik Drachsler, Hans G. K. Hummel, Rob Koper
2009	—	`ch.`	Individualised Navigation Services in Learning Networks. Learning Network Services for Professional Development Hans G. K. Hummel, Bert van den Berg, Adriana J. Berlanga, Hendrik Drachsler, José Janssen, Rob Nadolski, Rob Koper
2009	—	`conf`	ReMashed - Recommendation Approaches for Mash- Up Personal Learning Environments in Formal and Informal Learning Settings. MUPPLE@EC-TEL Hendrik Drachsler, Dries Pecceu, Tanja Arts, Peter van Rosmalen, Hans G. K. Hummel, Rob Koper, Edwin Hutten, Lloyd Rutledge
2009	B	`conf`	ReMashed - Recommendations for Mash-Up Personal Learning Environments. EC-TEL Hendrik Drachsler, Dries Pecceu, Tanja Arts, Edwin Hutten, Lloyd Rutledge, Peter van Rosmalen, Hans G. K. Hummel, Rob Koper
2009	J	`jnl`	Simulating Light-Weight Personalised Recommender Systems in Learning Networks: A Case for Pedagogy-Oriented and Rating-Based Hybrid Recommendation Strategies. J. Artif. Soc. Soc. Simul. Rob Nadolski, Bert van den Berg, Adriana J. Berlanga, Hendrik Drachsler, Hans G. K. Hummel, Rob Koper, Peter B. Sloep
2008	J	`jnl`	Competence Description for Personal Recommendations: The Importance of Identifying the Complexity of Learning and Performance Situations. J. Educ. Technol. Soc. Frans J. Prins, Rob Nadolski, Adriana J. Berlanga, Hendrik Drachsler, Hans G. K. Hummel, Rob Koper
2008	A	`conf`	Navigation support for learners in informal learning environments. RecSys Hendrik Drachsler, Hans G. K. Hummel, Rob Koper
2008	J	`jnl`	Personal recommender systems for learners in lifelong learning networks: the requirements, techniques and model. Int. J. Learn. Technol. Hendrik Drachsler, Hans G. K. Hummel, Rob Koper
2008	J	`jnl`	Wayfinding Services for Open Educational Practices. Int. J. Emerg. Technol. Learn. Marco Kalz, Hendrik Drachsler, Jan van Bruggen, Hans G. K. Hummel, Rob Koper
2007	J	`jnl`	Combining social-based and information-based approaches for personalised recommendation on sequencing learning activities. Int. J. Learn. Technol. Hans G. K. Hummel, Bert van den Berg, Adriana J. Berlanga, Hendrik Drachsler, José Janssen, Rob Nadolski, Rob Koper