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Journal Articles

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2024
[j13]
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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: 1701-1716 (2024)
2023
[j12]
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Yu Lu, Deliang Wang, Penghe Chen, Qinggang Meng, Shengquan Yu:
Interpreting Deep Learning Models for Knowledge Tracing. Int. J. Artif. Intell. Educ. 33(3): 519-542 (2023)
[j11]
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Zhihan Li, Shengquan Yu, Yu Lu, Penghe Chen:
Plastic gating network: Adapting to personal development and individual differences in knowledge tracing. Inf. Sci. 624: 761-776 (2023)
[j10]
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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): 206-218 (2023)
2022
[j9]
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Yu Lu, Penghe Chen, Yang Pian, Vincent W. Zheng:
CMKT: Concept Map Driven Knowledge Tracing. IEEE Trans. Learn. Technol. 15(4): 467-480 (2022)
2021
[j8]
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Yuanyi Zhen, Lanqin Zheng, Penghe Chen:
Constructing Knowledge Graphs for Online Collaborative Programming. IEEE Access 9: 117969-117980 (2021)
[j7]
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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)
[j6]
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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): 17365-17376 (2021)
[j5]
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Dequan Jin, Ziyan Qin, Murong Yang, Penghe Chen:
A Novel Neural Model With Lateral Interaction for Learning Tasks. Neural Comput. 33(2): 528-551 (2021)
2019
[j4]
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Yu Lu, Jingjing Zhang, Baoping Li, Penghe Chen, Zijun Zhuang:
Harnessing Commodity Wearable Devices to Capture Learner Engagement. IEEE Access 7: 15749-15757 (2019)
[j3]
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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): 2407-2422 (2019)
2018
[j2]
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Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Boda Yang:
KnowEdu: A System to Construct Knowledge Graph for Education. IEEE Access 6: 31553-31563 (2018)
2012
[j1]
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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): 185-210 (2012)

Conference and Workshop Papers

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2024
[c18]
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Penghe Chen, Zhilin Fan, Yu Lu, Qi Xu:
PBChat: Enhance Student's Problem Behavior Diagnosis with Large Language Model. AIED (1) 2024: 32-45
[c17]
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  - conf/aied/PianL0C24
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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: 362-368
2023
[c16]
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  - conf/aied/PianC0SC23
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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: 230-235
2022
[c15]
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  - conf/aied/YuSCL22
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Jinglei Yu, Jiachen Song, Penghe Chen, Yu Lu:
An Intelligent Multimodal Dictionary for Chinese Character Learning. AIED (2) 2022: 79-83
[c14]
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Penghe Chen, Yu Lu, Yang Pian, Yan Li, Yunbo Cao:
Introducing Response Time into Guessing and Slipping for Cognitive Diagnosis. AIED (2) 2022: 320-324
[c13]
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Deliang Wang, Yu Lu, Zhi Zhang, Penghe Chen:
A Generic Interpreting Method for Knowledge Tracing Models. AIED (1) 2022: 573-580
2021
[c12]
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Penghe Chen, Yu Lu, Jiefei Liu, Qi Xu:
An Intelligent Assistant for Problem Behavior Management. AAAI 2021: 16007-16010
[c11]
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Yu Lu, Yang Pian, Penghe Chen, Qinggang Meng, Yunbo Cao:
RadarMath: An Intelligent Tutoring System for Math Education. AAAI 2021: 16087-16090
2020
[c10]
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Penghe Chen, Yu Lu, Yan Peng, Jiefei Liu, Qi Xu:
Identification of Students' Need Deficiency Through a Dialogue System. AIED (2) 2020: 59-63
[c9]
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Yu Lu, Deliang Wang, Qinggang Meng, Penghe Chen:
Towards Interpretable Deep Learning Models for Knowledge Tracing. AIED (2) 2020: 185-190
2019
[c8]
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  - conf/aied/PengC0MXY19
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Yan Peng, Penghe Chen, Yu Lu, Qinggang Meng, Qi Xu, Shengquan Yu:
A Task-Oriented Dialogue System for Moral Education. AIED (2) 2019: 392-397
[c7]
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  - conf/icde/Pian0CD19
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Yang Pian, Yu Lu, Penghe Chen, Qinglong Duan:
CogLearn: A Cognitive Graph-Oriented Online Learning System. ICDE 2019: 2020-2023
2018
[c6]
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Yu Lu, Chen Chen, Penghe Chen, Xiyang Chen, Zijun Zhuang:
Smart Learning Partner: An Interactive Robot for Education. AIED (2) 2018: 447-451
[c5]
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  - conf/icdm/Chen0ZP18
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Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian:
Prerequisite-Driven Deep Knowledge Tracing. ICDM 2018: 39-48
[c4]
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  - conf/lats/ChenLZCL18
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Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Xiaoqing Li:
An automatic knowledge graph construction system for K-12 education. L@S 2018: 40:1-40:4
2017
[c3]
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  - conf/icde/CaiZCZCH17
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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: 1397-1398
2013
[c2]
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  - conf/bodynets/ChenSPW13
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Penghe Chen, Shubhabrata Sen, Hung Keng Pung, Wai Choong Wong:
MPSG: A Generic Context Management Framework in Mobile Spaces. BODYNETS 2013: 112-115
2010
[c1]
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  - conf/mobiquitous/ChenSPXW10
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Penghe Chen, Shubhabrata Sen, Hung Keng Pung, Wenwei Xue, Wai Choong Wong:
Context Data Management for Mobile Spaces. MobiQuitous 2010: 340-341

Informal and Other Publications

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2021
[i2]
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  - journals/corr/abs-2111-00419
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Deliang Wang, Yu Lu, Qinggang Meng, Penghe Chen:
Interpreting Deep Knowledge Tracing Model on EdNet Dataset. CoRR abs/2111.00419 (2021)
2020
[i1]
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  - journals/corr/abs-2005-06139
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Yu Lu, Deliang Wang, Qinggang Meng, Penghe Chen:
Towards Interpretable Deep Learning Models for Knowledge Tracing. CoRR abs/2005.06139 (2020)

Coauthor Index

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