Cold-start Learner Modeling

Cold-Start Learner Modeling is a learner modeling approach that addresses the challenge of initializing personalized instructional systems for new learners with little or no prior interaction data by leveraging external knowledge sources, demographic information, or pre-assessments to generate initial learner profiles.

Publications

178

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Learner Profiling

Publications

Sequential Scenario-Specific Meta Learner for Online Recommendation

Zhengxiao Du, Xiaowei Wang, Hongxia Yang et al. · 2019 · 105 citations

Computing, Computer Science, Machine Learning +16

[Retracted] Personalized Recommendation Model of High‐Quality Education Resources for College Students Based on Data Mining

Chaohua Fang, LU Qiu-yun · Complexity · 2021 · 19 citations · Full text

Education, Information Systems, Information Technology +15

A Better Cold-Start for Early Prediction of Student At-Risk Status in New School Districts.

Chad Coleman, Ryan S. Baker, Shonte Stephenson · Educational Data Mining · 2019 · 16 citations

Education, Educational Measurement, Adolescent Health +13

Cold Start Knowledge Tracing with Attentive Neural Turing Machine

Jinjin Zhao, Shreyansh Bhatt, Candace Thille et al. · 2020 · 15 citations

Computing, Computer Science, Educational Technology +14

Sequential Scenario-Specific Meta Learner for Online Recommendation

Zhengxiao Du, Xiaowei Wang, Hongxia Yang et al. · arXiv (Cornell University) · 2019 · 12 citations · Full text

Computing, Computer Science, Machine Learning +16

1–5 of 6

Authors

ZD
Zhengxiao Du
Tsinghua University, China
2 publications · 117 citations
2
h-index
XW
Xiaowei Wang
Tsinghua University, China
2 publications · 117 citations
2
h-index
HY
Hongxia Yang
Alibaba Group (China), China
2 publications · 117 citations
2
h-index
JZ
Jingren Zhou
Alibaba Group (United States), United States
2 publications · 117 citations
2
h-index
JT
Jie Tang
Tsinghua University, China
2 publications · 117 citations
2
h-index

1–5 of 19

Institutions

1–8 of 13

Venues

Educational Data Mining
Conference · 1 publications · 16 citations
1
h-index
Complexity
1 publications · 19 citations
1
h-index
arXiv (Cornell University)
Repository · 1 publications · 12 citations
1
h-index
International Journal of Artificial Intelligence in Education
1 publications · 11 citations
1
h-index

1–4