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@incollection{DBLP:series/isrl/ChanOC20,
  author       = {Man Ching Esther Chan and
                  Xavier Ochoa and
                  David Clarke},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Multimodal Learning Analytics in a Laboratory Classroom},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {131--156},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_8},
  doi          = {10.1007/978-3-030-13743-4\_8},
  timestamp    = {Mon, 30 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/ChanOC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/ChrysafiadiVS20,
  author       = {Konstantina Chrysafiadi and
                  Maria Virvou and
                  Evangelos Sakkopoulos},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Optimizing Programming Language Learning Through Student Modeling
                  in an Adaptive Web-Based Educational Environment},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {205--223},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_11},
  doi          = {10.1007/978-3-030-13743-4\_11},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/ChrysafiadiVS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/KabassiA20,
  author       = {Katerina Kabassi and
                  Efthimios Alepis},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Learning Analytics in Distance and Mobile Learning for Designing Personalised
                  Software},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {185--203},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_10},
  doi          = {10.1007/978-3-030-13743-4\_10},
  timestamp    = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/KabassiA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/KiwelekarLNG20,
  author       = {Arvind W. Kiwelekar and
                  Manjushree D. Laddha and
                  Laxman D. Netak and
                  Sanil S. Gandhi},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {An Architectural Perspective of Learning Analytics},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {115--130},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_7},
  doi          = {10.1007/978-3-030-13743-4\_7},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/KiwelekarLNG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/LiuN20,
  author       = {Arita L. Liu and
                  John C. Nesbit},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Dashboards for Computer-Supported Collaborative Learning},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {157--182},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_9},
  doi          = {10.1007/978-3-030-13743-4\_9},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/LiuN20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Melgoza20,
  author       = {David Mart{\'{\i}}n Santos Melgoza},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Assessing Self-regulation, a New Topic in Learning Analytics: Process
                  of Information Objectification},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {49--66},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_4},
  doi          = {10.1007/978-3-030-13743-4\_4},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/Melgoza20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/PierrakeasKLKXG20,
  author       = {Christos Pierrakeas and
                  Giannis Koutsonikos and
                  Anastasia{-}Dimitra Lipitakis and
                  Sotiris Kotsiantis and
                  Michalis Xenos and
                  George A. Gravvanis},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {The Variability of the Reasons for Student Dropout in Distance Learning
                  and the Prediction of Dropout-Prone Students},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {91--111},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_6},
  doi          = {10.1007/978-3-030-13743-4\_6},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/PierrakeasKLKXG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/Tempelaar0R20,
  author       = {Dirk T. Tempelaar and
                  Quan Nguyen and
                  Bart Rienties},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Learning Feedback Based on Dispositional Learning Analytics},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {69--89},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_5},
  doi          = {10.1007/978-3-030-13743-4\_5},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/Tempelaar0R20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/TroussasKV20,
  author       = {Christos Troussas and
                  Akrivi Krouska and
                  Maria Virvou},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Using a Multi Module Model for Learning Analytics to Predict Learners'
                  Cognitive States and Provide Tailored Learning Pathways and Assessment},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {9--22},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_2},
  doi          = {10.1007/978-3-030-13743-4\_2},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/TroussasKV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/VirvouATJ20,
  author       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Machine Learning Paradigms - Advances in Learning Analytics},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {1--5},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_1},
  doi          = {10.1007/978-3-030-13743-4\_1},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/VirvouATJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@incollection{DBLP:series/isrl/VytasekPW20,
  author       = {Jovita M. Vytasek and
                  Alexandra Patzak and
                  Philip H. Winne},
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Analytics for Student Engagement},
  booktitle    = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  pages        = {23--48},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4\_3},
  doi          = {10.1007/978-3-030-13743-4\_3},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/isrl/VytasekPW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@book{DBLP:series/isrl/158,
  editor       = {Maria Virvou and
                  Efthimios Alepis and
                  George A. Tsihrintzis and
                  Lakhmi C. Jain},
  title        = {Machine Learning Paradigms - Advances in Learning Analytics},
  series       = {Intelligent Systems Reference Library},
  volume       = {158},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-13743-4},
  doi          = {10.1007/978-3-030-13743-4},
  isbn         = {978-3-030-13742-7},
  timestamp    = {Fri, 12 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/isrl/158.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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