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@inproceedings{DBLP:conf/delfi/CohauszBS24, author = {Lea Cohausz and Frederik Baucks and Niels Seidel}, editor = {Natalie Kiesler and Sandra Schulz}, title = {Workshop Learning Analytics: Study Path and Curriculum Analytics}, booktitle = {Proceedings of {DELFI} Workshops 2024, Fulda, Germany, September 9-11, 2024}, pages = {35}, publisher = {Gesellschaft f{\"{u}}r Informatik e.V.}, year = {2024}, url = {https://doi.org/10.18420/delfi2024-ws-35}, doi = {10.18420/DELFI2024-WS-35}, timestamp = {Thu, 24 Oct 2024 11:33:42 +0200}, biburl = {https://dblp.org/rec/conf/delfi/CohauszBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delfi/DieingSC24, author = {Thilo I. Dieing and Marc Scheffler and Lea Cohausz}, editor = {Natalie Kiesler and Sandra Schulz}, title = {Enhancing Chatbot-Assisted Study Program Orientation}, booktitle = {Proceedings of {DELFI} Workshops 2024, Fulda, Germany, September 9-11, 2024}, pages = {32}, publisher = {Gesellschaft f{\"{u}}r Informatik e.V.}, year = {2024}, url = {https://doi.org/10.18420/delfi2024-ws-32}, doi = {10.18420/DELFI2024-WS-32}, timestamp = {Wed, 23 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delfi/DieingSC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/delfi/SchefflerDC24, author = {Marc Scheffler and Thilo I. Dieing and Lea Cohausz}, editor = {Natalie Kiesler and Sandra Schulz}, title = {Developing a Personalized Study Program Recommender}, booktitle = {Proceedings of {DELFI} Workshops 2024, Fulda, Germany, September 9-11, 2024}, pages = {33}, publisher = {Gesellschaft f{\"{u}}r Informatik e.V.}, year = {2024}, url = {https://doi.org/10.18420/delfi2024-ws-33}, doi = {10.18420/DELFI2024-WS-33}, timestamp = {Wed, 23 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/delfi/SchefflerDC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/WilkenCBS24, author = {Nils Wilken and Lea Cohausz and Christian Bartelt and Heiner Stuckenschmidt}, editor = {Ulle Endriss and Francisco S. Melo and Kerstin Bach and Alberto Jos{\'{e}} Bugar{\'{\i}}n Diz and Jose Maria Alonso{-}Moral and Sen{\'{e}}n Barro and Fredrik Heintz}, title = {Fact Probability Vector Based Goal Recognition}, booktitle = {{ECAI} 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems {(PAIS} 2024)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {392}, pages = {4254--4261}, publisher = {{IOS} Press}, year = {2024}, url = {https://doi.org/10.3233/FAIA240999}, doi = {10.3233/FAIA240999}, timestamp = {Fri, 25 Oct 2024 12:13:46 +0200}, biburl = {https://dblp.org/rec/conf/ecai/WilkenCBS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/Cohausz24, author = {Lea Cohausz}, editor = {David A. Joyner and Benjamin Paa{\ss}en and Carrie Demmans Epp}, title = {Thinking Causally in {EDM:} {A} Hands-On Tutorial for Causal Modeling Using DAGs}, booktitle = {Proceedings of the 17th International Conference on Educational Data Mining, {EDM} 2024, Atlanta, Georgia, USA, July 14-17, 2024}, publisher = {International Educational Data Mining Society}, year = {2024}, url = {https://educationaldatamining.org/edm2024/proceedings/2024.EDM-tutorials.130/index.html}, timestamp = {Wed, 30 Oct 2024 14:29:03 +0100}, biburl = {https://dblp.org/rec/conf/edm/Cohausz24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/PintoPSKLC24, author = {Juan Pinto and Luc Paquette and Vinitra Swamy and Tanja K{\"{a}}ser and Qianhui Liu and Lea Cohausz}, editor = {David A. Joyner and Benjamin Paa{\ss}en and Carrie Demmans Epp}, title = {Human-Centric eXplainable {AI} in Education {(HEXED)} Workshop}, booktitle = {Proceedings of the 17th International Conference on Educational Data Mining, {EDM} 2024, Atlanta, Georgia, USA, July 14-17, 2024}, publisher = {International Educational Data Mining Society}, year = {2024}, url = {https://educationaldatamining.org/edm2024/proceedings/2024.EDM-tutorials.133/index.html}, timestamp = {Wed, 30 Oct 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edm/PintoPSKLC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lak/CohauszKS24, author = {Lea Cohausz and Jakob Kappenberger and Heiner Stuckenschmidt}, title = {What Fairness Metrics Can Really Tell You: {A} Case Study in the Educational Domain}, booktitle = {Proceedings of the 14th Learning Analytics and Knowledge Conference, {LAK} 2024, Kyoto, Japan, March 18-22, 2024}, pages = {792--799}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3636555.3636873}, doi = {10.1145/3636555.3636873}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lak/CohauszKS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-14224, author = {Nils Wilken and Lea Cohausz and Christian Bartelt and Heiner Stuckenschmidt}, title = {Fact Probability Vector Based Goal Recognition}, journal = {CoRR}, volume = {abs/2408.14224}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.14224}, doi = {10.48550/ARXIV.2408.14224}, eprinttype = {arXiv}, eprint = {2408.14224}, timestamp = {Sat, 28 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-14224.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/CohauszTBS23, author = {Lea Cohausz and Andrej Tschalzev and Christian Bartelt and Heiner Stuckenschmidt}, editor = {Mingyu Feng and Tanja K{\"{a}}ser and Partha P. Talukdar and Rakesh Agrawal and Y. Narahari and Mykola Pechenizkiy}, title = {Investigating the Importance of Demographic Features for EDM-Predictions}, booktitle = {Proceedings of the 16th International Conference on Educational Data Mining, {EDM} 2023, Bengaluru, India, July 11-14, 2023}, publisher = {International Educational Data Mining Society}, year = {2023}, url = {https://educationaldatamining.org/2023.EDM-long-papers.11/index.html}, timestamp = {Mon, 11 Mar 2024 16:00:17 +0100}, biburl = {https://dblp.org/rec/conf/edm/CohauszTBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ki/WilkenCBS23, author = {Nils Wilken and Lea Cohausz and Christian Bartelt and Heiner Stuckenschmidt}, editor = {Dietmar Seipel and Alexander Steen}, title = {Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense?}, booktitle = {{KI} 2023: Advances in Artificial Intelligence - 46th German Conference on AI, Berlin, Germany, September 26-29, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14236}, pages = {231--244}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-42608-7\_19}, doi = {10.1007/978-3-031-42608-7\_19}, timestamp = {Sun, 24 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ki/WilkenCBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-05608, author = {Nils Wilken and Lea Cohausz and Johannes Schaum and Stefan L{\"{u}}dtke and Heiner Stuckenschmidt}, title = {Investigating the Combination of Planning-Based and Data-Driven Methods for Goal Recognition}, journal = {CoRR}, volume = {abs/2301.05608}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.05608}, doi = {10.48550/ARXIV.2301.05608}, eprinttype = {arXiv}, eprint = {2301.05608}, timestamp = {Thu, 19 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-05608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-10571, author = {Nils Wilken and Lea Cohausz and Johannes Schaum and Stefan L{\"{u}}dtke and Christian Bartelt and Heiner Stuckenschmidt}, title = {Leveraging Planning Landmarks for Hybrid Online Goal Recognition}, journal = {CoRR}, volume = {abs/2301.10571}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.10571}, doi = {10.48550/ARXIV.2301.10571}, eprinttype = {arXiv}, eprint = {2301.10571}, timestamp = {Thu, 26 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-10571.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-15362, author = {Nils Wilken and Lea Cohausz and Christian Bartelt and Heiner Stuckenschmidt}, title = {Planning Landmark Based Goal Recognition Revisited: Does Using Initial State Landmarks Make Sense?}, journal = {CoRR}, volume = {abs/2306.15362}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.15362}, doi = {10.48550/ARXIV.2306.15362}, eprinttype = {arXiv}, eprint = {2306.15362}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-15362.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sle/AlturkiCS22, author = {Sarah Alturki and Lea Cohausz and Heiner Stuckenschmidt}, title = {Predicting Master's students' academic performance: an empirical study in Germany}, journal = {Smart Learn. Environ.}, volume = {9}, number = {1}, pages = {38}, year = {2022}, url = {https://doi.org/10.1186/s40561-022-00220-y}, doi = {10.1186/S40561-022-00220-Y}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sle/AlturkiCS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edm/Cohausz22, author = {Lea Cohausz}, editor = {Antonija Mitrovic and Nigel Bosch and Alexandra I. Cristea and Chris Brown}, title = {Towards Real Interpretability of Student Success Prediction Combining Methods of {XAI} and Social Science}, booktitle = {Proceedings of the 15th International Conference on Educational Data Mining, {EDM} 2022, Durham, UK, July 24-27, 2022}, publisher = {International Educational Data Mining Society}, year = {2022}, url = {https://educationaldatamining.org/2022.EDM-short-papers.33/index.html}, timestamp = {Mon, 26 Feb 2024 16:21:22 +0100}, biburl = {https://dblp.org/rec/conf/edm/Cohausz22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/percom/CohauszWS22, author = {Lea Cohausz and Nils Wilken and Heiner Stuckenschmidt}, title = {Plan-Similarity Based Heuristics for Goal Recognition}, booktitle = {2022 {IEEE} International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2022 Workshops, Pisa, Italy, March 21-25, 2022}, pages = {316--321}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/PerComWorkshops53856.2022.9767517}, doi = {10.1109/PERCOMWORKSHOPS53856.2022.9767517}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/percom/CohauszWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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