The big data revolution is an exciting opportunity for universities, which typically have rich and complex digital data on their learners. It has motivated many universities around the world to invest in the development and implementation of learning analytics dashboards (LADs).
O. Barkan, T. Shaked, Y. Fuchs, und N. Koenigstein. User Modeling and User-Adapted Interaction, (01.08.2023)This is how much you need to do if you have no user control options....
M. Ferrari Dacrema, P. Cremonesi, und D. Jannach. Proceedings of the 13th ACM Conference on Recommender Systems, Seite 101–109. New York, NY, USA, Association for Computing Machinery, (2019)
Z. Hu, N. Mauro, G. Petrone, und L. Ardissono. Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Seite 46-53. ACM, (Juni 2023)
C. Feely, B. Caulfield, A. Lawlor, und B. Smyth. Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Seite 183-193. ACM, (Juni 2023)
T. Tran, A. Felfernig, V. Le, T. Chau, und T. Mai. Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Seite 54-65. ACM, (Juni 2023)Who and when needs explanations?.
J. Costa, L. Marinho, R. Santos, und D. Parra. Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Seite 175-182. ACM, (Juni 2023)
S. Fatahi, M. Mousavifar, und J. Vassileva. Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, Seite 66-77. ACM, (Juni 2023)
K. Gajos, und L. Mamykina. 27th International Conference on Intelligent User Interfaces, Seite 794-806. ACM, (März 2022)Interesting.. Explanations could help you to choose for yourself and learn. Just like we do in MG.
Y. Jin, N. Htun, N. Tintarev, und K. Verbert. Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, ACM, (Juni 2019)
S. Zhang, und K. Balog. Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &$\mathsemicolon$ Data Mining, Seite 1512-1520. ACM, (August 2020)
A. Ajalloeian, M. Vlachos, J. Schneider, und A. Steinmann. Proceedings of the 31st ACM International Conference on Information &$\mathsemicolon$ Knowledge Management, Seite 2853-2862. ACM, (Oktober 2022)Very interesting case of recommendations. Music to play... Need to have skill level and also same music could be recommended many times....
Y. Qin, P. Wang, B. Ma, und Z. Zhang. Proceedings of the 31st ACM International Conference on Information &$\mathsemicolon$ Knowledge Management, Seite 1655–1665. ACM, (Oktober 2022)
N. Hazrati, und F. Ricci. Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, Seite 95-98. ACM, (Juli 2022)
S. Eden, A. Livne, O. Shalom, B. Shapira, und D. Jannach. Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, Seite 99-109. ACM, (Juli 2022)
M. Chatti, M. Guesmi, L. Vorgerd, T. Ngo, S. Joarder, Q. Ain, und A. Muslim. Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, Seite 254-264. ACM, (Juli 2022)Several detail-levels of explanations and their match to individual differences.
D. Zaken, A. Segal, D. Cavalier, G. Shani, und K. Gal. Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, Seite 69-78. ACM, (Juli 2022)
L. Steinert, F. Kölling, F. Putze, D. Küster, und T. Schultz. Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, Seite 89-98. ACM, (Juli 2022)Example of a patient focused recsys and evaluation.
M. Millecamp, N. Htun, Y. Jin, und K. Verbert. Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, Seite 101-109. ACM, (Juli 2018)
A. Starke, M. Willemsen, und C. Snijders. Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, Seite 229-237. ACM, (Juni 2021)
M. Tavakoli, A. Faraji, M. Molavi, S. Mol, und G. Kismihók. (2021)cite arxiv:2112.12100Comment: This paper has been accepted to be published in the 12th International Learning Analytics and Knowledge (LAK'2022), March 21--25, 2022. ACM.
S. Zhang, L. Yao, A. Sun, und Y. Tay. (2017)cite arxiv:1707.07435Comment: The paper has been accepted by ACM Computing Surveys. https://doi.acm.org/10.1145/3285029.
J. O'Donovan, und B. Smyth. IUI '05: Proceedings of the 10th international conference on Intelligent user interfaces, Seite 167--174. New York, NY, USA, ACM Press, (2005)
N. Tintarev, und J. Masthoff. Proceedings of the 2007 IEEE 23rd International Conference on Data Engineering Workshop, Seite 801--810. Washington, DC, USA, IEEE Computer Society, (2007)