Penghe Chen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 30

Top Topics

Learning Models

Graph Construction

Ensemble Clustering

Top Venues

IEEE Trans. Learn. Technol.

Publications

Yang Pian, Muyun Li, Yu Lu, Penghe Chen
From "Giving a Fish" to "Teaching to Fish": Enhancing ITS Inner Loops with Large Language Models. AIED Companion (2) (2024)
Penghe Chen, Zhilin Fan, Yu Lu, Qi Xu
PBChat: Enhance Student's Problem Behavior Diagnosis with Large Language Model. AIED (1) (2024)
Yu Lu, Deliang Wang, Penghe Chen, Zhi Zhang
Design and Evaluation of Trustworthy Knowledge Tracing Model for Intelligent Tutoring System. IEEE Trans. Learn. Technol. 17 (2024)
Yang Pian, Penghe Chen, Yu Lu, Guangchen Song, Pengtao Chen
Improving the Item Selection Process with Reinforcement Learning in Computerized Adaptive Testing. AIED (Posters/Late Breaking Results/...) (2023)
Yu Lu, Deliang Wang, Penghe Chen, Qinggang Meng, Shengquan Yu
Interpreting Deep Learning Models for Knowledge Tracing. Int. J. Artif. Intell. Educ. 33 (3) (2023)
Zhihan Li, Shengquan Yu, Yu Lu, Penghe Chen
Plastic gating network: Adapting to personal development and individual differences in knowledge tracing. Inf. Sci. 624 (2023)
Yu Lu, Chen Chen, Penghe Chen, Shengquan Yu
Designing Social Robot for Adults Using Self-Determination Theory and AI Technologies. IEEE Trans. Learn. Technol. 16 (2) (2023)
Jinglei Yu, Jiachen Song, Penghe Chen, Yu Lu
An Intelligent Multimodal Dictionary for Chinese Character Learning. AIED (2) (2022)
Penghe Chen, Yu Lu, Yang Pian, Yan Li, Yunbo Cao
Introducing Response Time into Guessing and Slipping for Cognitive Diagnosis. AIED (2) (2022)
Yu Lu, Penghe Chen, Yang Pian, Vincent W. Zheng
CMKT: Concept Map Driven Knowledge Tracing. IEEE Trans. Learn. Technol. 15 (4) (2022)
Deliang Wang, Yu Lu, Zhi Zhang, Penghe Chen
A Generic Interpreting Method for Knowledge Tracing Models. AIED (1) (2022)
Deliang Wang, Yu Lu, Qinggang Meng, Penghe Chen
Interpreting Deep Knowledge Tracing Model on EdNet Dataset. CoRR (2021)
Murong Yang, Jigen Peng, Ziyan Qin, Penghe Chen, Dequan Jin
Dimension reduction based on small sample entropy learning for hand-writing image. Multim. Tools Appl. 80 (11) (2021)
Muhammad Qasim Memon, Yu Lu, Penghe Chen, Aasma Memon, Muhammad Salman Pathan, Zulfiqar Ali Zardari
An ensemble clustering approach for topic discovery using implicit text segmentation. J. Inf. Sci. 47 (4) (2021)
Penghe Chen, Yu Lu, Jiefei Liu, Qi Xu
An Intelligent Assistant for Problem Behavior Management. AAAI (2021)
Dequan Jin, Ziyan Qin, Murong Yang, Penghe Chen
A Novel Neural Model With Lateral Interaction for Learning Tasks. Neural Comput. 33 (2) (2021)
Yuanyi Zhen, Lanqin Zheng, Penghe Chen
Constructing Knowledge Graphs for Online Collaborative Programming. IEEE Access 9 (2021)
Yu Lu, Yang Pian, Penghe Chen, Qinggang Meng, Yunbo Cao
RadarMath: An Intelligent Tutoring System for Math Education. AAAI (2021)
Yu Lu, Deliang Wang, Qinggang Meng, Penghe Chen
Towards Interpretable Deep Learning Models for Knowledge Tracing. CoRR (2020)
Penghe Chen, Yu Lu, Yan Peng, Jiefei Liu, Qi Xu
Identification of Students' Need Deficiency Through a Dialogue System. AIED (2) (2020)
Yu Lu, Deliang Wang, Qinggang Meng, Penghe Chen
Towards Interpretable Deep Learning Models for Knowledge Tracing. AIED (2) (2020)
Yan Peng, Penghe Chen, Yu Lu, Qinggang Meng, Qi Xu, Shengquan Yu
A Task-Oriented Dialogue System for Moral Education. AIED (2) (2019)
Yu Lu, Jingjing Zhang, Baoping Li, Penghe Chen, Zijun Zhuang
Harnessing Commodity Wearable Devices to Capture Learner Engagement. IEEE Access 7 (2019)
Yu Lu, Huayu Wu, Xin Liu, Penghe Chen
TourSense: A Framework for Tourist Identification and Analytics Using Transport Data. IEEE Trans. Knowl. Data Eng. 31 (12) (2019)
Yang Pian, Yu Lu, Penghe Chen, Qinglong Duan
CogLearn: A Cognitive Graph-Oriented Online Learning System. ICDE (2019)
Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian
Prerequisite-Driven Deep Knowledge Tracing. ICDM (2018)
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Boda Yang
KnowEdu: A System to Construct Knowledge Graph for Education. IEEE Access 6 (2018)
Yu Lu, Chen Chen, Penghe Chen, Xiyang Chen, Zijun Zhuang
Smart Learning Partner: An Interactive Robot for Education. AIED (2) (2018)
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Xiaoqing Li
An automatic knowledge graph construction system for K-12 education. L@S (2018)
Hongyun Cai, Vincent Wenchen Zheng, Penghe Chen, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang
SocialLens: Searching and Browsing Communities by Content and Interaction. ICDE (2017)
Penghe Chen, Shubhabrata Sen, Hung Keng Pung, Wai Choong Wong
MPSG: A Generic Context Management Framework in Mobile Spaces. BODYNETS (2013)
Penghe Chen, Shubhabrata Sen, Hung Keng Pung, Wenwei Xue, Wai Choong Wong
A Context Management Framework for Context-Aware Applications in Mobile Spaces. Int. J. Pervasive Comput. Commun. 8 (2) (2012)
Penghe Chen, Shubhabrata Sen, Hung Keng Pung, Wenwei Xue, Wai Choong Wong
Context Data Management for Mobile Spaces. MobiQuitous (2010)