Humboldt-Universität zu Berlin - Mathematisch-Naturwissenschaftliche Fakultät - Didaktik der Informatik | Informatik und Gesellschaft

@inproceedings{Schumacher2023d, author = "C. Schumacher and D. Ifenthaler", title = "Changing my learning behavior through learning analytics feedback? Tell me what to do [Paper presentation].", year = 2023, journal = "AECT International Convention, Orlando, FL, USA, 15-10-2023", month = "Oct" } @inproceedings{Schumacher2023c, author = "C. Schumacher and D. Ifenthaler and J. Kuzilek", title = "Using students’ interaction with self-assessments during the semester for predicting course success [Paper presentation]", year = 2023, journal = "EARLI Conference, Thessaloniki, GR, 22-08-2023", month = "Aug" } @inproceedings{Schumacher2023b, author = "C. Schumacher and R. Azevedo and D. Ifenthaler", title = "Investigating pre-service teachers’ sense-making of educational dashboards using multichannel data [Roundtable presentation]", year = 2023, journal = "EARLI Conference, Thessaloniki, GR, 22-08-2023", month = "Aug" } @inproceedings{Rüdian2023b, author = "S. Rüdian and J. Kuzilek and C. Schumacher and N. Pinkwart", title = "Pre-selecting Text Snippets to provide formative Feedback in Online Learning", year = 2023, journal = "International Conference on Educational Data Mining (EDM23)", month = "Jul" } @inproceedings{Schumacher2023a, author = "C. Schumacher and J. Kuzilek and D. Ifenthaler", title = "Investigating Generic, Specific, and Adaptive Specific Prompts in Digital Learning Environments Using Trace Data [Paper presentation]", year = 2023, journal = "AERA Annual Meeting, Chicago, IL, USA, 13-04-2023", month = "Apr" } @inproceedings{Rüdian2023a, author = "S. Rüdian and C. Schumacher and N. Pinkwart", title = "Computer-Generated formative Feedback using pre-selected Text Snippets", year = 2023, journal = "International Conference on Learning Analytics and Knowledge, Arlington, TX, USA, 13-03-2023", volume = 13, pages = "129-131", month = "Mar" } @article{Ifenthaler2023b, author = "D. Ifenthaler and C. Schumacher", title = "Reciprocal issues of artificial and human intelligence in education", year = 2023, journal = "Journal of Research on Technology in Education", volume = 55, number = 1, pages = "1-6", month = "Jan", doi = "https://doi.org/10.1080/15391523.2022.2154511" } @article{Ifenthaler2022a, author = "D. Ifenthaler and C. Schumacher and J. Kuzilek", title = "Investigating students' use of self-assessments in higher education using learning analytics", year = 2023, journal = "Journal of Computer Assisted Learning", volume = 39, number = 1, pages = "255-268", month = "Jan", doi = "10.1111/jcal.12744" } @inproceedings{Schumacher2022d, author = "C. Schumacher and J. Kuzilek and D. Ifenthaler", title = "Making use of learning analytics for assessment: student’s engagement with self-assessments in digital learning environments [Paper presentation].", year = 2022, journal = "AECT International Convention, Las Vegas, NV, USA, 24-10-2022", month = "Oct" } @inproceedings{Schumacher2022c, author = "C. Schumacher and D. Ifenthaler", title = "Support my learning: Which learning analytics feedback works best? [Paper presentation]", year = 2022, journal = "AECT International Convention, Las Vegas, NV, USA, 24-10-2022", month = "Oct" } @inproceedings{Schumacher2022a, author = "C. Schumacher and J. Kuzilek and D. Ifenthaler", title = "Investigating students' use of online formative self-assessments in higher education using learning analytics [Paper presentation]", year = 2022, journal = "AERA Annual Meeting, San Diego, CA, USA, 21-04-2022", month = "Apr" } @inproceedings{Kuzilek2022a, author = "C. Schumacher and J. Kuzilek", title = "How do students perceive algorithmic grouping in higher education? [Poster presentation]", year = 2022, journal = "Conference on Learning Analytics and Knowledge, Virtual Conference, 24-03-2022", month = "Mar" } @inbook{Sun2021a, author = "W. Sun and C. Schumacher and L. Chen and N. Pinkwart", title = "What Do MOOC Dashboards Present to Learners?", year = 2021, booktitle = "Visualizations and Dashboards for Learning Analytics", publisher = "Springer", pages = "117-148", doi = "10.1007/978-3-030-81222-5_6" } @article{schumacher2020investigating, author = "C. Schumacher and D. Ifenthaler", title = "Investigating prompts for supporting students' self-regulation - A remaining challenge for learning analytics approaches?", year = 2021, journal = "The Internet and Higher Education", publisher = "Elsevier", volume = 49, pages = "100791", doi = "10.1016/j.iheduc,2020.100791" } @inproceedings{Schumacher2021g, author = "C. Schumacher and J. Kuzilek", title = "Perfect match? Investigating students’ perceptions about algorithmic grouping in higher education", year = 2021, journal = "Paper presented at the AECT International Convention, Columbus, OH, USA, 04-11-2021", month = "Nov" } @inproceedings{Schumacher2021f, author = "C. Schumacher and D. Ifenthaler", title = "Tell me more! Students’ perceptions about learning analytics feedback", year = 2021, journal = "Paper presented at the AECT International Convention, Columbus, OH, USA, 04-11-2021", month = "Nov" } @inproceedings{Schumacher2021h, author = "C. Schumacher and D. Ifenthaler", title = "Wahrnehmung Studierender von Learning Analytics Feedback: Verständnis und Lernverhalten", year = 2021, journal = "Paper presented at the 18. Tagung der Fachgruppe Pädagogische Psychologie (PAEPSY), Heidelberg, BW, Germany & Virtuell, 15-09-2021", month = "Sep" } @inproceedings{Schumacher2021d, author = "C. Schumacher and D. Ifenthaler", title = "Investigating students’ perceived benefits of system- vs. teacher-based learning analytics feedback", year = 2021, journal = "Paper presented at the EARLI 2021 Conference, Virtual Conference, 23-08-2021", month = "Aug" } @inproceedings{Ifenthaler2021a, author = "D. Ifenthaler and M. Sahin and C. Schumacher", title = "How emotional dispositions influence the online learning behaviour", year = 2021, journal = "Paper presented at the EARLI Conference, Virtual Conference, 23-08-2021", month = "Aug" } @inproceedings{Ifenthaler2021b, author = "D. Ifenthaler and C. Schumacher and M. Sahin", title = "System-based or teacher-based learning analytics feedback – what works best?", year = 2021, journal = "Paper presented at the 21th IEEE International Conference on Advanced Learning Technologies (ICALT 2021), Virtual Conference, 12-07-2021.", month = "Jul" } @inproceedings{Kuzilek2021a, author = "C. Schumacher and J. Kuzilek", title = "Student perspectives on automatic grouping in higher education", year = 2021, journal = "Paper presented at the Junges Forum für Medien und Hochschulentwicklung, Virtual Conference, 09-06-2021", month = "Jun" } @inproceedings{Schumacher2021b, author = "C. Schumacher and N. Reich-Stiebert and J. Kuzilek and M. Burchart and J. Raimann and J.-B. Voltmer and S. Stürmer", title = "Group perceptions vs. group reality: Exploring the fit of self-report and log file data in the process of collaboration.", year = 2021, journal = "Poster presented at the Conference on Learning Analytics and Knowledge, Virtual Conference, 15-04-2021", month = "Apr" } @inproceedings{Schumacher2021a, author = "C. Schumacher and D. Ifenthaler", title = "Investigating students’ perceptions of system- vs. teacher-based learning analytics feedback", year = 2021, journal = "Paper presented at the AERA Annual Meeting, Virtual Conference, 09-04-2021", month = "Apr" } @inbook{schumacher2020linking, author = "C. Schumacher", title = "Linking assessment and learning analytics to support learning processes in higher education", year = 2020, booktitle = "Learning, Design, and Technology", publisher = "Springer", doi = "10.1007/978-3-319-17727-4_166-1" } @inproceedings{Schumacher2020d, author = "C. Schumacher and D. Ifenthaler and J. Schultheis and C. Aprea", title = "The use of adaptive prompts to support students’ learning in a digital learning environment", year = 2020, journal = "Paper presented at the AECT International Convention, Virtual Conference, 07-11-2020", month = "Nov" } @inproceedings{Delcker2020a, author = "J. Delcker and M. Roll and C. Schumacher and D. Ifenthaler", title = "Educational Data Literacy of K-12 teachers and pre-service teachers", year = 2020, journal = "Paper presented at the AECT International Convention, Virtual Conference, 02-11-2020", month = "Nov" } @inproceedings{Schumacher2020c, author = "C. Schumacher and J. Schultheis and C. Aprea and D. Ifenthaler", title = "Using adaptive prompts to support students’ financial literacy.", year = 2020, journal = "Paper presented at the AERA Annual Meeting, San Francisco, CA, 19-04-2020", month = "Apr" } @inbook{schumacher2019implementation, author = "C. Schumacher and D. Klasen and D. Ifenthaler", title = "Implementation of a learning analytics system in a productive higher education environment", year = 2019, booktitle = "Emerging trends in learning analytics", publisher = "Brill Sense", pages = "177-199" } @inbook{ifenthaler2019releasing, author = "D. Ifenthaler and C. Schumacher", title = "Releasing personal information within learning analytics systems", year = 2019, booktitle = "Learning Technologies for Transforming Large-Scale Teaching, Learning, and Assessment", publisher = "Springer", pages = "3-18" } @inproceedings{Ifenthaler2019b, author = "D. Ifenthaler and C. Schumacher and D. Kim and P. Muljana and M. Zhu and A. Tawfik", title = "Learning Analytics: Intersections with ID, research, and practice", year = 2019, journal = "Panel presented at the AECT International Convention, Las Vegas, NV, USA, 22-10-2019", month = "Oct" } @inproceedings{Schumacher2019h, author = "C. Schumacher and D. Ifenthaler", title = "Why trace data fail to inform learning outcomes", year = 2019, journal = "Paper presented at the AECT International Convention, Las Vegas, NV, USA, 22-10-2019", month = "Oct" } @inproceedings{Schumacher2019g, author = "C. Schumacher and D. Ifenthaler", title = "Pilotierung einer Webanwendung zur Unterstützung von Schulen bei der Medienentwicklungsplanung.", year = 2019, journal = "Paper presented at the AEPF, Münster, NRW, Germany, 15-09-2019", month = "Sep" } @inproceedings{Schumacher2019f, author = "C. Schumacher and J. Schultheis and C. Aprea and D. Ifenthaler", title = "Einsatz von Prompts im Kontext ökonomischer Bildung am Beispiel der Altersvorsorge", year = 2019, journal = "Paper presented at the Jahrestagung der Sektion Berufs- und Wirtschaftspädagogik 2019, Graz, ST, Austria, 25-09-2019", month = "Sep" } @inproceedings{Schumacher2019e, author = "C. Schumacher and D. Ifenthaler", title = "When prompts do not support learning outcomes and learning analytics fail to provide useful information", year = 2019, journal = "Paper presented at the EARLI 2019 Conference, Aachen, NRW, Germany, 12-08-2019", month = "Aug" } @inproceedings{Schumacher2019d, author = "C. Schumacher and J. Tai and D. Boud and D. Ifenthaler", title = "Investigating and improving students’ feedback literacy using trace data for writing assignments", year = 2019, journal = "Paper presented at the EARLI 2019 Conference, Aachen, NRW, Germany, 12-08-2019", month = "Aug" } @inproceedings{Schumacher2019c, author = "C. Schumacher and D. Ifenthaler", title = "Investigating self-regulated learning prompts using learning analytics", year = 2019, journal = "Paper presented at the AERA Annual Meeting, Toronto, ON, Canada, 05-04-2019", month = "Apr" } @phdthesis{schumacher2019cognitive, author = "C. Schumacher", title = "Cognitive, metacognitive and motivational perspectives on Learning Analytics: Synthesizing self-regulated learning, assessment, and feedback with Learning Analytics", year = 2019 } @inbook{schumacher2018supporting, author = "C. Schumacher", title = "Supporting informal workplace learning through analytics", year = 2018, booktitle = "Digital Workplace Learning", publisher = "Springer", pages = "43-61" } @article{schumacher2018importance, author = "C. Schumacher and D. Ifenthaler", title = "The importance of students' motivational dispositions for designing learning analytics", year = 2018, journal = "Journal of Computing in Higher Education", publisher = "Springer", volume = 30, number = 3, pages = "599-619", doi = "10.1007/s12528-018-9188-y" } @article{schumacher2018features, author = "C. Schumacher and D. Ifenthaler", title = "Features students really expect from learning analytics", year = 2018, journal = "Computers in Human Behavior", publisher = "Elsevier", volume = 78, pages = "397-407", doi = "10.1016/j.chb.2017.06.030" } @inproceedings{Schumacher2018g, author = "C. Schumacher and D. Ifenthaler and D. Schön", title = "Toward evidence-based implementation of a learning analytics system", year = 2018, journal = "Paper presented at the AECT International Convention, Kansas City, MO, USA, 25-10-2018", month = "Oct" } @inproceedings{Delcker2018a, author = "J. Delcker and M. Roll and C. Schumacher and D. Ifenthaler", title = "Pre-service teachers perceptions of ICT in school development", year = 2018, journal = "Paper presented at the AECT International Convention, Kansas City, MO, USA, 25-10-2018", month = "Oct" } @inproceedings{schumacher2018evidenzbasierte, author = "C. Schumacher and D. Klasen and D. Ifenthaler", title = "Evidenzbasierte Implementation eines Learning Analytics Dashboards in ein bestehendes Lernmanagementsystem", year = 2018, booktitle = "D. Schiffner (Ed.), Proceedings of DeLFI and GMW Workshops 2018. CEUR Workshop Proceedings 2250", month = "Sep" } @inproceedings{Schumacher2018e, author = "C. Schumacher and D. Ifenthaler and D. Schön", title = "Implementation of the learning analytics system LeAP - Integrating pedagogical and technical perspectives.", year = 2018, journal = "Paper presented at the Innovations in Education: Challenges and Opportunities of Digitization Research Workshop, Tallinn, Estonia, 15-05-2018", month = "May" } @inproceedings{Schön2018a, author = "D. Schön and C. Schumacher", title = "Learning analytics profiles. Learning analytics in university environments", year = 2018, journal = "Paper presented at the 2nd German Learning Analytics Summer Institute, Mannheim, Germany, 08-05-2018", month = "May" } @inproceedings{Schumacher2018d, author = "C. Schumacher and D. Ifenthaler", title = "Why learning analytics need to care for motivational dispositions of students", year = 2018, journal = "Paper presented at the AERA Annual Meeting, New York, NY, USA, 13-04-2018", month = "Apr" } @inproceedings{schumacher2017einstellung, author = "C. Schumacher and D. Ifenthaler", title = "Einstellung Studierender zu Datenschutz in Learning Analytics", year = 2017, booktitle = "C. Ullrich, & M. Wessen (Eds.), Proceedings of DeLFI and GMW Workshops 2017. CEUR Workshop Proceedings 2092, CEUR-WS.org 2018", volume = 2092 } @inproceedings{Schumacher2017f, author = "C. Schumacher and D. Ifenthaler", title = "Taking account of learners' motivation when designing learning analytics systems", year = 2017, journal = "Paper presented at the AECT International Convention, Jacksonville, FL, USA, 07-11-2017", month = "Nov" } @inproceedings{Schumacher2017e, author = "C. Schumacher and D. Schön and D. Ifenthaler", title = "Implementing learning analytics features: At the intersection of pedagogical and information technological perspectives.", year = 2017, journal = "Paper presented at the AECT International Convention, Jacksonville, FL, USA, 07-11-2017", month = "Nov" } @inproceedings{Schumacher2017c, author = "C. Schumacher and D. Ifenthaler", title = "Learning Analytics Features Self-regulated Learners Prefer for Learning", year = 2017, journal = "Poster presented at the EARLI 2017 Conference, Tampere, Finnland, 01-09-2017", month = "Sep" } @inproceedings{Schumacher2017b, author = "C. Schumacher and D. Ifenthaler", title = "Students’ expectations of learning analytics features", year = 2017, journal = "Paper presented at the AERA Annual Meeting, San Antonio, TX, USA, 27-04-2017", month = "Apr" } @inproceedings{Schumacher2017a, author = "C. Schumacher", title = "Cognitive, metacognitive and motivational perspectives on learning analytics", year = 2017, journal = "Paper presented at the 1st German Learning Analytics Summer Institute, Berlin, Germany, 06-04-2017", month = "Apr" } @inproceedings{Delcker2017a, author = "J. Delcker and C. Schumacher and D. Ifenthaler", title = "App Smashing mit Tablets im Unterricht.", year = 2017, journal = "Paper presented at the Frühjahrstagung 2017 Sektion Medienpädagogik der DGFE, Mainz, RP, Germany, 09-03-2017", month = "Mar" } @inbook{ifenthaler2016connectivism, author = "D. Ifenthaler and C. Schumacher", title = "Connectivism", year = 2016, booktitle = "The SAGE encyclopedia of online education", publisher = "SAGE Publications", pages = "409-411" } @inbook{ifenthaler2016udacity, author = "D. Ifenthaler and C. Schumacher", title = "Udacity", year = 2016, booktitle = "The SAGE encyclopedia of online education", publisher = "Sage Publications", pages = "1149-1151" } @article{ifenthaler2016student, author = "D. Ifenthaler and C. Schumacher", title = "Student perceptions of privacy principles for learning analytics", year = 2016, journal = "Educational Technology Research and Development", publisher = "Springer", volume = 64, number = 5, pages = "923-938", doi = "10.1007/s11423-016-9477-y" } @article{ifenthaler2016learning, author = "D. Ifenthaler and C. Schumacher", title = "Learning Analytics im Hochschulkontext", year = 2016, journal = "WiSt-Wirtschaftswissenschaftliches Studium", publisher = "Verlag Franz Vahlen", volume = 45, number = 4, pages = "172-177" } @inproceedings{Schumacher2016c, author = "C. Schumacher and D. Ifenthaler", title = "Features students really expect from learning analytics", year = 2016, journal = "Paper presented at the CELDA Conference, Mannheim, BW, Germany, 30-10-2016", month = "Oct" } @inproceedings{Schumacher2016b, author = "C. Schumacher and D. Ifenthaler", title = "Privacy issues limit the benefits of learning analytics.", year = 2016, journal = "Paper presented at the AECT International Convention, Las Vegas, NV, USA, 19-10-2016", month = "Oct" } @inproceedings{Ifenthaler2016e, author = "D. Ifenthaler and C. Schumacher", title = "Student perceptions of privacy principles for learning analytics", year = 2016, journal = "Paper presented the AERA Annual Meeting, Washington, DC, USA, 12-04-2016", month = "Apr" } @inproceedings{schumacher2016datenschutz, author = "C. Schumacher and D. Ifenthaler", title = "Datenschutz in Learning Analytics Anwendungen--Einschätzungen Studierender", year = 2016, booktitle = "Poster presented at the DGfE-Kongress, Kassel, HE, Germany, 13-03-2016", month = "Mar" } @inproceedings{ifenthaler2015divulging, author = "D. Ifenthaler and C. Schumacher", title = "Divulging Personal Information within Learning Analytics Systems.", year = 2015, journal = "Paper presented at the CELDA Conference, Maynooth, KE, Ireland, 24-10-2015", publisher = "ERIC", month = "Oct" }