Digital Transformation of Education
NC State
Works Published in 2020
Displaying all 9 works
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2020 article
MuLan: Multilevel Language-based Representation Learning for Disease Progression Modeling
2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 1246–1255.
author keywords: Electronic health records; disease progression modeling; interpretability; representation learning
Source: Web Of Science
Added: July 26, 2021
2020 article
An Adversarial Domain Separation Framework for Septic Shock Early Prediction Across EHR Systems
2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), pp. 64–73.
author keywords: adversarial domain adaptation variational RNN; Electronic health Record; septic shock; early prediction
arxiv.org (repository)
Source: Web Of Science
Added: July 26, 2021
2020 article
An Initial Study on Adapting DTW at Individual Query for Electrocardiogram Analysis
ADVANCED ANALYTICS AND LEARNING ON TEMPORAL DATA, AALTD 2019, Vol. 11986, pp. 213–228.
author keywords: DTW; Time series analytics; Algorithm optimizations; Electrocardiogram
Source: Web Of Science
Added: June 21, 2021
2020 article
PRIME: Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems
MULTIMEDIA MODELING (MMM 2020), PT II, Vol. 11962, pp. 63–75.
author keywords: Multimodal; Block-wise missing; Learning gain prediction
Source: Web Of Science
Added: February 22, 2021
2020 journal article
Avoiding Help Avoidance: Using Interface Design Changes to Promote Unsolicited Hint Usage in an Intelligent Tutor
INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE IN EDUCATION, 30(4), 637–667.
author keywords: Intelligent tutoring system; Help avoidance; User experience; Unsolicited hints; Aptitude-treatment interaction; Logic proofs; Productive persistence; Clustering; problem solving
Source: Web Of Science
Added: November 9, 2020
2020 article
Featured Research on Equity and Sustained Participation in Engineering, Computing, and Technology
COMPUTING IN SCIENCE & ENGINEERING, Vol. 22, pp. 4–6.
Source: Web Of Science
Added: September 14, 2020
2020 article
Peeking through the Classroom Window : A Detailed Data-Driven Analysis on the Usage of a Curriculum Integrated Math Game in Authentic Classrooms
LAK20: THE TENTH INTERNATIONAL CONFERENCE ON LEARNING ANALYTICS & KNOWLEDGE, pp. 625–634.
author keywords: Curriculum Integrated Math Games; Game Analytics; Integration
Source: Web Of Science
Added: September 14, 2020
2020 journal article
Multimodal learning analytics for game-based learning
BRITISH JOURNAL OF EDUCATIONAL TECHNOLOGY, 51(5), 1505–1526.
Source: Web Of Science
Added: July 20, 2020
2020 journal article
Going deeper: Automatic short-answer grading by combining student and question models
USER MODELING AND USER-ADAPTED INTERACTION, 30(1), 51–80.
author keywords: Automatic short-answer grading; Machine learning; Deep belief network
Source: Web Of Science
Added: March 30, 2020
