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100 Publications
2021 | Journal Article | LibreCat-ID: 32558 |
The digital home learning environment and its relation to children’s ICT self-efficacy
S. Bonanati, H.M. Buhl, Learning Environments Research 25 (2021) 485–505.
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S. Bonanati, H.M. Buhl, Learning Environments Research 25 (2021) 485–505.
2021 | Journal Article | LibreCat-ID: 35202
Digitalisation in Agriculture: Knowledge and Learning Requirements of German Dairy Farmers
M. Goller, C. Caruso, C. Harteis, International Journal for Research in Vocational Education and Training 8 (2021) 208–223.
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| DOI
M. Goller, C. Caruso, C. Harteis, International Journal for Research in Vocational Education and Training 8 (2021) 208–223.
2021 | Book Chapter | LibreCat-ID: 35464
The Concept of a Digital Twin and Its Potential for Learning Organizations
Angelina Berisha-Gawlowski, C. Caruso, C. Harteis, in: D. Ifenthaler, S. Hofhues, M. Egloffstein, C. Helbig (Eds.), Digital Transformation of Learning Organizations , Springer, Cham, 2021, pp. 95–114.
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Angelina Berisha-Gawlowski, C. Caruso, C. Harteis, in: D. Ifenthaler, S. Hofhues, M. Egloffstein, C. Helbig (Eds.), Digital Transformation of Learning Organizations , Springer, Cham, 2021, pp. 95–114.
2021 | Working Paper | LibreCat-ID: 35889 |
Conventional and Machine Learning Approaches for Network and Service Coordination
S.B. Schneider, Conventional and Machine Learning Approaches for Network and Service Coordination, 2021.
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S.B. Schneider, Conventional and Machine Learning Approaches for Network and Service Coordination, 2021.
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
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O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
2021 | Journal Article | LibreCat-ID: 34822
Conceptualising and measuring domain-specific content knowledge of early childhood educators: A systematic review
J. Bruns, H. Gasteiger, C. Strahl, Review of Education 9 (2021) 500–538.
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| DOI
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J. Bruns, H. Gasteiger, C. Strahl, Review of Education 9 (2021) 500–538.
2020 | Conference Paper | LibreCat-ID: 19609 |
Self-Driving Network and Service Coordination Using Deep Reinforcement Learning
S.B. Schneider, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, R. Khalili, A. Hecker, in: IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
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S.B. Schneider, A. Manzoor, H. Qarawlus, R. Schellenberg, H. Karl, R. Khalili, A. Hecker, in: IEEE International Conference on Network and Service Management (CNSM), IEEE, 2020.
2020 | Conference Paper | LibreCat-ID: 18686
SEMANTIC TAGGING OF REQUIREMENT DESCRIPTIONS: A TRANSFORMER-BASED APPROACH
J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
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J. Kersting, F.S. Bäumer, in: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2020, IADIS, 2020, pp. 119--123.
2020 | Conference Paper | LibreCat-ID: 15580
Aspect Phrase Extraction in Sentiment Analysis with Deep Learning
J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.
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J. Kersting, M. Geierhos, in: Proceedings of the 12th International Conference on Agents and Artificial Intelligence (ICAART 2020) -- Special Session on Natural Language Processing in Artificial Intelligence (NLPinAI 2020), SCITEPRESS, Setúbal, Portugal, 2020, pp. 391--400.
2020 | Journal Article | LibreCat-ID: 35313
Conceptual Change in the Face of Digitalization
C. Harteis, M. Goller, C. Caruso, Frontiers in Education 5 (2020).
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| DOI
C. Harteis, M. Goller, C. Caruso, Frontiers in Education 5 (2020).
2020 | Journal Article | LibreCat-ID: 35298
Motivierende Lernzugänge als Ausgangspunkt der Professionalisierung angehender Lehrer_innen
C. Caruso, C. Adammek, S. Bonanati, S. Wiescholek, Herausforderung Lehrer*innenbildung - Zeitschrift Zur Konzeption, Gestaltung Und Diskussion 3 (2020) 18–33.
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| DOI
C. Caruso, C. Adammek, S. Bonanati, S. Wiescholek, Herausforderung Lehrer*innenbildung - Zeitschrift Zur Konzeption, Gestaltung Und Diskussion 3 (2020) 18–33.
2020 | Journal Article | LibreCat-ID: 33299 |
Informationskompetenz durch E-Learning? Durch Lernvideos nach Literatur suchen
C.A. Hahn, die hochschullehre (2020).
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C.A. Hahn, die hochschullehre (2020).
2020 | Conference Paper | LibreCat-ID: 48897
Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem
M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.
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M. Seiler, J. Pohl, J. Bossek, P. Kerschke, H. Trautmann, in: Parallel Problem Solving from {Nature} (PPSN XVI), Springer-Verlag, Berlin, Heidelberg, 2020, pp. 48–64.
2019 | Journal Article | LibreCat-ID: 9853
Squaring the circle: Business model teaching in large classroom settings
D. Szopinski, Journal of Business Models 7 (2019) 90–100.
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D. Szopinski, Journal of Business Models 7 (2019) 90–100.
2019 | Conference Paper | LibreCat-ID: 13107
A Hypothetical Learning Trajectory for the Learning of the Rules for Manipulating Integers
J. Schumacher, S. Rezat, in: U.T. Jankvist, M. Van den Heuvel-Panhuizen, M. Veldhuis (Eds.), Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11, February 6 – 10, 2019), Freudenthal Group & Freudenthal Institute, Utrecht University and ERME, Utrecht, the Netherlands, n.d.
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J. Schumacher, S. Rezat, in: U.T. Jankvist, M. Van den Heuvel-Panhuizen, M. Veldhuis (Eds.), Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11, February 6 – 10, 2019), Freudenthal Group & Freudenthal Institute, Utrecht University and ERME, Utrecht, the Netherlands, n.d.
2019 | Conference Paper | LibreCat-ID: 13443 |
Deep reinforcement learning for scheduling in large-scale networked control systems
A. Redder, A. Ramaswamy, D. Quevedo, in: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2019.
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A. Redder, A. Ramaswamy, D. Quevedo, in: Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2019.
2019 | Conference Paper | LibreCat-ID: 15332
Understanding Artificial Intelligence – A Project for the Development of Comprehensive Teaching Material
M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov (Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.
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M. Schlichtig, S.A. Opel, L. Budde, C. Schulte, in: E. Jasutė, S. Pozdniakov (Eds.), ISSEP 2019 - 12th International Conference on Informatics in Schools: Situation, Evaluation and Perspectives, Local Proceedings, 2019, pp. 65–73.
2019 | Journal Article | LibreCat-ID: 48877
OpenML: An R Package to Connect to the Machine Learning Platform OpenML
G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner, H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.
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| DOI
G. Casalicchio, J. Bossek, M. Lang, D. Kirchhoff, P. Kerschke, B. Hofner, H. Seibold, J. Vanschoren, B. Bischl, Computational Statistics 34 (2019) 977–991.
2018 | Book Chapter | LibreCat-ID: 3593
Wissensmanagement unter Bedingungen von Arbeit 4.0
C. Harteis, C. Fischer, in: G.W. Maier, G. Engels, E. Steffen (Eds.), Handbuch Gestaltung Digitaler Und Vernetzter Arbeitswelten, Springer, Berlin, Heidelberg, 2018, pp. 1--18.
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C. Harteis, C. Fischer, in: G.W. Maier, G. Engels, E. Steffen (Eds.), Handbuch Gestaltung Digitaler Und Vernetzter Arbeitswelten, Springer, Berlin, Heidelberg, 2018, pp. 1--18.
2018 | Book Chapter | LibreCat-ID: 3594
Digitalisation of Work: Between Affordances and Constraints for Learning at Work
C. Fischer, M. Goller, L. Brinkmann, C. Harteis, in: D. Ifenthaler (Ed.), Digital Workplace Learning, Springer, Cham, 2018, pp. 227--249.
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C. Fischer, M. Goller, L. Brinkmann, C. Harteis, in: D. Ifenthaler (Ed.), Digital Workplace Learning, Springer, Cham, 2018, pp. 227--249.
2018 | Conference Paper | LibreCat-ID: 3852 |
ML-Plan for Unlimited-Length Machine Learning Pipelines
M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.
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M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.
2018 | Journal Article | LibreCat-ID: 2331
Improving Classifiers for Semantic Annotation of Software Requirements with Elaborate Syntactic Structure
Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
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Y. Kim, S. Lee, M. Dollmann, M. Geierhos, International Journal of Advanced Science and Technology 112 (2018) 123–136.
2018 | Journal Article | LibreCat-ID: 5586 |
Information Security Investments: An Exploratory Multiple Case Study on Decision-Making, Evaluation and Learning
E. Weishäupl, E. Yasasin, G. Schryen, Computers & Security 77 (2018) 807–823.
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E. Weishäupl, E. Yasasin, G. Schryen, Computers & Security 77 (2018) 807–823.
2018 | Journal Article | LibreCat-ID: 34498 |
Reciprocal effects between self-concept of ability and performance: A longitudinal study of children with learning disabilities in inclusive versus exclusive elementary education
J. Gorges, P. Neumann, E. Wild, D. Stranghöner, B. Lütje-Klose, Learning and Individual Differences 61 (2018) 11–20.
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J. Gorges, P. Neumann, E. Wild, D. Stranghöner, B. Lütje-Klose, Learning and Individual Differences 61 (2018) 11–20.
2018 | Journal Article | LibreCat-ID: 48884
Leveraging TSP Solver Complementarity through Machine Learning
P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary Computation 26 (2018) 597–620.
LibreCat
| DOI
P. Kerschke, L. Kotthoff, J. Bossek, H.H. Hoos, H. Trautmann, Evolutionary Computation 26 (2018) 597–620.
2018 | Journal Article | LibreCat-ID: 4419
Experiential or Self-Regulated Learning: A Critical Reflection of Entrepreneurial Learning Processes
A.P. Fust, T. Jenert, C. Winkler, Entrepreneurship Research Journal 8 (2018) 1–11.
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A.P. Fust, T. Jenert, C. Winkler, Entrepreneurship Research Journal 8 (2018) 1–11.
2017 | Book | LibreCat-ID: 3600
Human agency at work: An active approach towards expertise development
M. Goller, Human Agency at Work: An Active Approach towards Expertise Development, Springer, Wiesbaden, 2017.
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M. Goller, Human Agency at Work: An Active Approach towards Expertise Development, Springer, Wiesbaden, 2017.
2017 | Journal Article | LibreCat-ID: 1098
Semantic Annotation of Software Requirements with Language Frame
Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
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Y.-S. Kim, S.-W. Lee, M. Dollmann, M. Geierhos, International Journal of Software Engineering for Smart Device 4 (2017) 1–6.
2017 | Book Chapter | LibreCat-ID: 29735 |
The Multifaceted Nature of Agency and Professional Learning
S. Paloniemi, M. Goller, in: M. Goller, S. Paloniemi (Eds.), Agency at Work: An Agentic Perspective on Professional Learning and Development, Springer International Publishing, Cham, 2017, pp. 465–478.
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S. Paloniemi, M. Goller, in: M. Goller, S. Paloniemi (Eds.), Agency at Work: An Agentic Perspective on Professional Learning and Development, Springer International Publishing, Cham, 2017, pp. 465–478.
2016 | Journal Article | LibreCat-ID: 28355
Listening to learners’ voices: Qualitative aspects of pronunciation learning during study abroad
M. Müller, Journal of Second Language Pronunciation 2 (2016) 108–142.
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M. Müller, Journal of Second Language Pronunciation 2 (2016) 108–142.
2016 | Journal Article | LibreCat-ID: 17182
Embodied Language Learning and Cognitive Bootstrapping: Methods and Design Principles
C. Lyon, C.L. Nehaniv, J. Saunders, T. Belpaeme, A. Bisio, K. Fischer, F. Forster, H. Lehmann, G. Metta, V. Mohan, A. Morse, S. Nolfi, F. Nori, K. Rohlfing, A. Sciutti, J. Tani, E. Tuci, B. Wrede, A. Zeschel, A. Cangelosi, International Journal of Advanced Robotic Systems 13 (2016).
LibreCat
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C. Lyon, C.L. Nehaniv, J. Saunders, T. Belpaeme, A. Bisio, K. Fischer, F. Forster, H. Lehmann, G. Metta, V. Mohan, A. Morse, S. Nolfi, F. Nori, K. Rohlfing, A. Sciutti, J. Tani, E. Tuci, B. Wrede, A. Zeschel, A. Cangelosi, International Journal of Advanced Robotic Systems 13 (2016).
2016 | Journal Article | LibreCat-ID: 17181
An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames
K. Rohlfing, B. Wrede, A.-L. Vollmer, P.-Y. Oudeyer, FRONTIERS IN PSYCHOLOGY 7 (2016).
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| DOI
K. Rohlfing, B. Wrede, A.-L. Vollmer, P.-Y. Oudeyer, FRONTIERS IN PSYCHOLOGY 7 (2016).
2016 | Journal Article | LibreCat-ID: 48462
Spielend Lehrer/in werden: problembasiertes Lernen mit virtuellen Schülerinnen/Schülern.
S. Praetorius, D. Al-Kabbani, C. Bohndick, J. Hilkenmeier, S.T. König, H.S. Müsche, S. Sommer, K.B. Klingsieck, Zeitschrift für Hochschulentwicklung 11 (2016) 213–245.
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S. Praetorius, D. Al-Kabbani, C. Bohndick, J. Hilkenmeier, S.T. König, H.S. Müsche, S. Sommer, K.B. Klingsieck, Zeitschrift für Hochschulentwicklung 11 (2016) 213–245.
2015 | Journal Article | LibreCat-ID: 3343
Learning Boolean Specifications
U. Bubeck, H. Kleine Büning, Artificial Intelligence (2015) 246–257.
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| DOI
U. Bubeck, H. Kleine Büning, Artificial Intelligence (2015) 246–257.
2015 | Book Chapter | LibreCat-ID: 3592
Die Bedeutung subjektiver Sichtweisen für die Implementierung betrieblicher Lernkultur
C. Fischer, C. Harteis, in: G. Niedermair (Ed.), Informelles Lernen, Annäherungen - Problemlagen - Forschungsbefunde, Trauner, Linz, 2015, pp. 107--123.
LibreCat
C. Fischer, C. Harteis, in: G. Niedermair (Ed.), Informelles Lernen, Annäherungen - Problemlagen - Forschungsbefunde, Trauner, Linz, 2015, pp. 107--123.
2015 | Conference Paper | LibreCat-ID: 4463
The self-fulfilling prophecy of fear of academic failure
T. Brahm, T. Jenert, D. Wagner, in: 2015.
LibreCat
T. Brahm, T. Jenert, D. Wagner, in: 2015.
2015 | Conference Paper | LibreCat-ID: 5588 |
A Multi-Theoretical Literature Review on Information Security Investments using the Resource-Based View and the Organizational Learning Theory
E. Weishäupl, E. Yasasin, G. Schryen, in: International Conference on Information Systems, 2015.
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E. Weishäupl, E. Yasasin, G. Schryen, in: International Conference on Information Systems, 2015.
2015 | Journal Article | LibreCat-ID: 11922 |
Autonomous Learning of Representations
O. Walter, R. Haeb-Umbach, B. Mokbel, B. Paassen, B. Hammer, KI - Kuenstliche Intelligenz (2015) 1–13.
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O. Walter, R. Haeb-Umbach, B. Mokbel, B. Paassen, B. Hammer, KI - Kuenstliche Intelligenz (2015) 1–13.
2015 | Journal Article | LibreCat-ID: 29755
Zum Einfluss des didaktischen Designs auf das (motivationale) Erleben von Lehrveranstaltungen: Eine quantitative Fallstudie im Rahmen der Methodeneinführung in den Bildungswissenschaften
M. Goller, die hochschullehre (2015).
LibreCat
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M. Goller, die hochschullehre (2015).
2015 | Journal Article | LibreCat-ID: 17189
Alignment to the Actions of a Robot
A.-L. Vollmer, K. Rohlfing, B. Wrede, A. Cangelosi, International Journal of Social Robotics 7 (2015) 241–252.
LibreCat
| DOI
A.-L. Vollmer, K. Rohlfing, B. Wrede, A. Cangelosi, International Journal of Social Robotics 7 (2015) 241–252.
2015 | Journal Article | LibreCat-ID: 4423
On the assessment of attitudes towards studying—development and validation of a questionnaire
T. Brahm, T. Jenert, Learning and Individual Differences : Journal of Psychology and Education 43 (2015) 233–242.
LibreCat
T. Brahm, T. Jenert, Learning and Individual Differences : Journal of Psychology and Education 43 (2015) 233–242.
2014 | Journal Article | LibreCat-ID: 4697
Augmented reality in informal learning environments: A field experiment in a mathematics exhibition
P. Sommerauer, O. Müller, Computers and Education (2014) 59--68.
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| DOI
P. Sommerauer, O. Müller, Computers and Education (2014) 59--68.
2014 | Journal Article | LibreCat-ID: 17199
Tutoring in adult-child-interaction: On the loop of the tutor's action modification and the recipient's gaze
K. Pitsch, A.-L. Vollmer, K. Rohlfing, J. Fritsch, B. Wrede, Interaction Studies 15 (2014) 55–98.
LibreCat
| DOI
K. Pitsch, A.-L. Vollmer, K. Rohlfing, J. Fritsch, B. Wrede, Interaction Studies 15 (2014) 55–98.
2013 | Journal Article | LibreCat-ID: 4427
Herausforderungen der Kompetenzorientierung in der Studienprogrammentwicklung
T. Brahm, T. Jenert, Zeitschrift Für Hochschulentwicklung 8 (2013) 7–14.
LibreCat
T. Brahm, T. Jenert, Zeitschrift Für Hochschulentwicklung 8 (2013) 7–14.
2013 | Conference Paper | LibreCat-ID: 4478
On the assessment of attitudes towards the study process and the university: Attitudes towards the Study Environment Questionnaire (ASEQ)
T. Brahm, T. Jenert, D. Euler, in: EARLI European Association for Research on Learning and Instruction, 2013.
LibreCat
T. Brahm, T. Jenert, D. Euler, in: EARLI European Association for Research on Learning and Instruction, 2013.
2013 | Journal Article | LibreCat-ID: 17204
Educating attention: recruiting, maintaining, and framing eye contact in early natural mother-infant interactions
I. Nomikou, K. Rohlfing, J. Szufnarowska, Interaction Studies 14 (2013) 240–267.
LibreCat
| DOI
I. Nomikou, K. Rohlfing, J. Szufnarowska, Interaction Studies 14 (2013) 240–267.
2012 | Dissertation | LibreCat-ID: 24036
Optimierung des einsatzbezogenen Lernens durch Wissensidentifikation
J. Pottebaum, Optimierung Des Einsatzbezogenen Lernens Durch Wissensidentifikation, Monsenstein und Vannerdat, Münster, 2012.
LibreCat
J. Pottebaum, Optimierung Des Einsatzbezogenen Lernens Durch Wissensidentifikation, Monsenstein und Vannerdat, Münster, 2012.
2012 | Journal Article | LibreCat-ID: 4429
Didaktische Potenziale des Mobile Learning für die Berufsbildung: Erfahrungen aus einem Pilotprojekt am Center for Young Professionals in Banking in der Schweiz
S. Seufert, T. Jenert, A. Kuhn-Senn, Berufsbildung in Wissenschaft Und Praxis 4 (2012) 10–13.
LibreCat
S. Seufert, T. Jenert, A. Kuhn-Senn, Berufsbildung in Wissenschaft Und Praxis 4 (2012) 10–13.
2012 | Conference Paper | LibreCat-ID: 4486
How to Assess and Study the Cultural Dimension of Social Interactions in Higher Education Institutions (HEI)
A. Gebhardt, T. Jenert, in: 2012.
LibreCat
A. Gebhardt, T. Jenert, in: 2012.
2012 | Conference Paper | LibreCat-ID: 46396
Algorithm Selection Based on Exploratory Landscape Analysis and Cost-Sensitive Learning
B. Bischl, O. Mersmann, H. Trautmann, M. Preuß, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 313–320.
LibreCat
| DOI
B. Bischl, O. Mersmann, H. Trautmann, M. Preuß, in: Proceedings of the 14th Annual Conference on Genetic and Evolutionary Computation, Association for Computing Machinery, New York, NY, USA, 2012, pp. 313–320.