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).
K. Balog, F. Radlinski, and S. Arakelyan. Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, page 265-274. ACM, (July 2019)
N. Felicioni, M. Dacrema, and P. Cremonesi. Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 10-15. ACM, (June 2021)
N. Sonboli, J. Smith, F. Berenfus, R. Burke, and C. Fiesler. Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 274-279. ACM, (June 2021)How to explain recommendations that are generated from fairness prospect?.
V. Kaffes, D. Sacharidis, and G. Giannopoulos. Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 280-285. ACM, (June 2021)
D. Jannach, M. Jesse, M. Jugovac, and C. Trattner. Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 224-228. ACM, (June 2021)
R. Yu, Z. Pardos, H. Chau, and P. Brusilovsky. Adjunct Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 238-245. ACM, (June 2021)
S. Najafian, A. Delic, M. Tkalcic, and N. Tintarev. Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization, page 14-23. ACM, (June 2021)
Y. Wang, L. Wang, Y. Li, D. He, and T. Liu. Proceedings of the 26th Annual Conference on Learning Theory, volume 30 of Proceedings of Machine Learning Research, page 25--54. Princeton, NJ, USA, PMLR, (June 2013)
S. Wang, L. Hu, Y. Wang, X. He, Q. Sheng, M. Orgun, L. Cao, F. Ricci, and P. Yu. (2021)cite arxiv:2105.06339Comment: Accepted by IJCAI 2021 Survey Track, copyright is owned to IJCAI. The first systematic survey on graph learning based recommender systems. arXiv admin note: text overlap with arXiv:2004.11718.
G. Schröder, M. Thiele, and W. Lehner. Proceedings of the Workshop on User-Centric Evaluation of Recommender Systems and Their Interfaces, page 78--85. Chicago, USA, CEUR-WS, (October 2011)
M. Dacrema, P. Cremonesi, and D. Jannach. (2019)cite arxiv:1907.06902Comment: Source code available at: https://github.com/MaurizioFD/RecSys2019_DeepLearning_Evaluation.
L. Mai, A. Köchling, and M. Wehner. Proceedings of the 13th International Conference on Computer Supported Education, SCITEPRESS - Science and Technology Publications, (2021)
A. Bellogin, P. Castells, and I. Cantador. Proceedings of the fifth ACM conference on Recommender systems - RecSys 2011, page 333 -- 336. ACM Press, (2011)
R. Cañamares, and P. Castells. Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, (August 2017)
A. Ferraro, X. Serra, and C. Bauer. Proceedings of the 6th ACM SIGIR Conference on Human Information Interaction and Retrieval, page 249-254. New York, NY, USA, ACM, (March 2021)
G. Peake, and J. Wang. Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, page 2060-2069. ACM, (July 2018)
C. Li, C. Quan, L. Peng, Y. Qi, Y. Deng, and L. Wu. Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, page 275-284. ACM, (July 2019)
A. Starke, M. Willemsen, and C. Snijders. Proceedings of the 25th International Conference on Intelligent User Interfaces, page 568-578. ACM, (March 2020)
S. Zhou, X. Dai, H. Chen, W. Zhang, K. Ren, R. Tang, X. He, and Y. Yu. Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, page 179-188. ACM, (July 2020)
M. Ge, C. Delgado-Battenfeld, and D. Jannach. Proceedings of the fourth ACM conference on Recommender systems - RecSys \textquotesingle10, page 257-260. ACM Press, (2010)
F. Jahanbakhsh, A. Awadallah, S. Dumais, and X. Xu. Proceedings of the 2020 Conference on Human Information Interaction and Retrieval, page 153-162. ACM, (March 2020)
E. Fischer, D. Zoller, A. Dallmann, and A. Hotho. KI 2020: Advances in Artificial Intelligence, 12325, page 275-282. Cham, Springer International Publishing, (2020)
Y. Zhang, G. Lai, M. Zhang, Y. Zhang, Y. Liu, and S. Ma. Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval - SIGIR \textquotesingle14, page 83-92. ACM Press, (2014)
S. Naveed, T. Donkers, and J. Ziegler. Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, page 293-298. ACM, (July 2018)
S. Naveed, B. Loepp, and J. Ziegler. Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, page 226-232. ACM, (July 2020)
D. Hernandez-Bocanegra, T. Donkers, and J. Ziegler. Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation and Personalization, page 219-225. ACM, (July 2020)
J. Kunkel, T. Donkers, L. Michael, C. Barbu, and J. Ziegler. Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI \textquotesingle19, page 1-12. ACM Press, (2019)
B. Loepp, T. Hussein, and J. Ziegler. Proceedings of the 32nd annual ACM conference on Human factors in computing systems - CHI \textquotesingle14, page 3085-3094. ACM Press, (2014)
K. Tso-Sutter, L. Marinho, and L. Schmidt-Thieme. Proceedings of 23rd Annual ACM Symposium on Applied Computing (SAC'08), Fortaleza, Brazil, page 1995-1999. New York, NY, USA, ACM, (2008)
R. Jäschke, L. Marinho, A. Hotho, L. Schmidt-Thieme, and G. Stumme. Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, volume 4702 of Lecture Notes in Computer Science, page 506-514. Berlin, Heidelberg, Springer, (2007)
X. Jia, X. Li, K. Li, V. Gopalakrishnan, G. Xun, and A. Zhang. 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), page 402-405. (August 2016)
J. Kunkel, C. Schwenger, and J. Ziegler. Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, page 126-135. ACM, (July 2020)
M. Millecamp, R. Haveneers, and K. Verbert. Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, page 323-327. ACM, (July 2020)