基于大数据的精准教学评价和学习行为预测理论和方法研究

U1811262
2018
F02.计算机科学
尚学群
联合基金项目
教授
西北工业大学
481万元
数据挖掘;教学评价;教育大数据;学习网络挖掘;学习行为分析
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Feature Pyramid Hashing 会议论文 Yifan Yang;Libing Geng;Hanjiang Lai;Yan Pan;Jian Yin
2 Real-time cross online matching in spatial crowdsourcing 会议论文 Cheng Yurong;Li Boyang;Zhou Xiangmin;Yuan Ye;Wang Guoren;Chen Lei
3 Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms 会议论文 Boyang Li;Yurong Cheng;Ye Yuan;Guoren Wang;Lei Chen
4 Deep Policy Hashing Network with Listwise Supervision 期刊论文 Shaoying Wang;Haijiang Lai;Yifan Yang;Jian Yin
5 Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms 会议论文 Li Boyang;Cheng Y.;Yuan Y.;Wang Guoren;Chen L.
6 UniXcoder: Unified Cross-Modal Pre-training for Code Representation 期刊论文 Daya Guo;Shuai Lu;Nan Duan;Yanlin Wang;Ming Zhou;Jian Yin
7 Deep Listwise Triplet Hashing for Fine-Grained Image Retrieval 期刊论文 Yuchen Liang;Yan Pan;Hanjiang Lai;Wei Liu;Jian Yin
8 WeStcoin: Weakly-Supervised Contextualized Text Classification with Imbalance and Noisy Labels 会议论文 Yupei Zhang;Yaya Zhou;Shuhui Liu;Wenxin Zhang;Min Xiao;Xuequn Shang
9 Variable-Length Metric Learning for Fast Image Retrieval 期刊论文 Yujie Hu;Hanjiang Lai;Yan Pan
10 Predicting and Understanding Student Learning Performance Using Multi-source Sparse Attention Convolutional Neural Networks 期刊论文 Yupei Zhang;Rui An;Shuhui Liu;Jiaqi Cui;Xuequn Shang
11 一种基于人脸特征点和光流场的人脸识别活体检测方法 专利 陈俊豪;潘炎
12 一种基于区块链的跨链事务处理方法、装置及设备 专利 文明;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
13 一种基于关键点检测的衣服种类和属性分类方法 专利 陈纪凯;潘炎;赖韩江;印鉴;高静
14 一种实时更新的在线深度知识追踪方法 专利 张雯鑫;张育培;刘树慧;尚学群
15 一种基于区块链跨链隐私保护的模型训练方法及装置 专利 袁展译;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
16 一种基于区块链的跨链可信查询方法及系统 专利 文明;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
17 一种跨链系统的数据并行查询方法及装置 专利 李斌;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
18 2021年度广东省科技进步奖 奖励 潘炎
19 Multi-instance Referring Image Segmentation of Scene Sketches based on Global Reference Mechanism 会议论文 Peng Ling;Haoran Mo;Chengying Gao
20 Event-Participant and Incremental Planning over Event-Based Social Networks 期刊论文 Cheng Yurong;Yuan Ye;Chen Lei;Giraud-Carrier Christophe;Wang Guoren;Li Boyang
21 Graphs Regularized Robust Matrix Factorization and Its Application on Student Grade Prediction 期刊论文 Zhang Yupei;Yun Yue;Dai Huan;Cui Jiaqi;Shang Xuequn
22 Contrastive Deep Knowledge Tracing 会议论文 Huan Dai;Yue Yun;Yupei Zhang;Wenxin Zhang;Xuequn Shang
23 Educational Data Mining Techniques for Student Performance Prediction: Method Review and Comparison Analysis 期刊论文 Yupei Zhang;Yue Yun;Rui An;Jiaqi Cui;Huan Dai;Xunqun Shang
24 Robust multi-view clustering via inter-and-intra-view low rank fusion 期刊论文 Liang Yuchen;Pan Yan;Lai Hanjiang;Yin Jian
25 Multiview Spectral Clustering via Robust Subspace Segmentation 期刊论文 Yan Pan;Chang-Qin Huang;Dianhui Wang
26 Meta-HGT: Metapath-aware HyperGraph Transformer for heterogeneous information network embedding 期刊论文 Jie Liu;lingyun song;guangtao wang;xuequn shang
27 Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis 期刊论文 Yupei Zhang;Huan Dai;Yue Yun;Shuhui Liu;Andrew Lan;Xuequn Shang
28 Availability Attacks Create Shortcuts 会议论文 Yu Da;Zhang Huishuai;Chen Wei;Yin Jian;Liu Tie-Yan
29 一种深度学习的图像分段哈希排序方法 专利 潘炎
30 一种基于张量奇异值分解的多视图谱聚类算法 专利 张燕;柯 戈扬;潘炎;印鉴
31 一种跨链数据加密方法、装置、设备和存储介质 专利 赵华耀;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
32 一种基于多源稀疏注意力卷积网络的学生成绩预测方法 专利 张育培;尚学群;安蕊;刘树慧;崔嘉琪
33 一种基于极少训练样本的深度图像哈希方法 专利 潘炎
34 Line Art Colorization Based on Explicit Region Segmentation 期刊论文 Cao Ruizhi;Mo Haoran;Gao Chengying
35 Weakly Supervised Group Mask Network for Object Detection 期刊论文 Lingyun Song;Jun Liu;Mingxuan Sun;Xuequn Shang
36 Image Retrieval with Well-Separated Semantic Hash Centers. Proceedings of the Asian Conference on Computer Vision 会议论文 Liangdao Wang;Yan Pan;Hanjiang Lai;Jian Yin
37 A deep grouping fusion neural network for multimedia content understanding 期刊论文 Lingyun Song;Mengzhen Yu;Xuequn Shang;Yu Lu;Jun Liu;Ying Zhang;Zhanhuai Li
38 GLassonet: Identifying Discriminative Gene Sets among Molecular Subtypes of Breast Cancer 期刊论文 Shuhui Liu;Yupei Zhang;Xuequn Shang
39 一种带有物体位置感知的多标签图片哈希方法 专利 杨尚明;潘 炎
40 车载语音分析方法、系统、存储介质以及设备 专利 桂进军;刘治;徐振涛;李宏浩;叶思聪;郑燕璇;潘炎;印鉴
41 一种异构区块链跨链事务运行状态的分析方法和装置 专利 李斌;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
42 Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering 会议论文 Wanjun Zhong;Junjie Huang;Qian Liu;Ming Zhou;Jiahai Wang;Jian Yin;Nan Duan
43 Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms 会议论文 Yi Yang;Yurong Cheng;Ye Yuan;Guoren Wang;Lei Chen;Yongjiao Sun
44 Interpretable Educational Recommendation: An Open Framework based on Bayesian Principal Component Analysis 会议论文 Yue Yun;Huan Dai;Yupei Zhang;Shuangshuang Wei;Xuequn Shang
45 Identifying Non-Math Students from Brain MRIs with an Ensemble Classifier Based on Subspace-Enhanced Contrastive Learning 期刊论文 Shuhui Liu;Yupei Zhang;Jiajie Peng;Tao Wang;Xuequn Shang
46 Strict and Flexible Rule-Based Graph Repairing 期刊论文 Yurong Cheng;Lei Chen;Ye Yuan;Guoren Wang;Boyang Li;Fusheng Jin
47 Towards Better Plasticity-Stability Trade-off in Incremental Learning: A simple Linear Connector 期刊论文 Guoliang Lin;Hanglu Chu;Hanjiang Lai
48 图神经网络在复杂图挖掘上的研究进展 期刊论文 刘杰;尚学群;宋凌云;谭亚聪
49 Undergraduate Grade Prediction in Chinese Higher Education Using Convolutional Neural Networks 期刊论文 Yupei Zhang;Rui An;Jiaqi Cui;Xuequn Shang
50 一种基于元知识字典学习的认知诊断方法 专利 代欢;张育培;云岳;刘树慧;尚学群;崔嘉琪;安蕊
51 一种图正则的鲁棒性矩阵分解方法 专利 云岳;张育培;代欢;崔嘉琪;安蕊;尚学群
52 ProTICS reveals prognostic impact of tumor infiltrating immune cells in different molecular subtypes 期刊论文 Shuhui Liu;Yupei Zhang;Xuequn Shang;Zhaolei Zhang
53 新型时空众包平台中的在线三维稳定匹配问题 期刊论文 李博扬;成雨蓉;王国仁;袁野;孙永佼
54 个性化学习路径推荐综述 期刊论文 云岳;代欢;张育培;尚学群;李战怀
55 Multi-instance discriminative contrastive learning for brain image representation 期刊论文 Yupei Zhang;Shuhui Liu;Xiran Qu;Xuequn Shang
56 Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning 会议论文 Yupei Zhang;Huan Dai;Yue Yun;Xuequn Shang
57 An MRI Study on Effects of Math Education on Brain Development Using Multi-Instance Contrastive Learning 期刊论文 Yupei Zhang;Shuhui Liu;Xuequn Shang
58 Self-paced Graph Memory Network for Student GPA Prediction and Abnormal Student Detection 期刊论文 Yue Yun;Huan Dai;Ruoqi Cao;Yupei Zhang;Xuequn Shang
59 Graph-regularized federated learning with shareable side information 期刊论文 Yupei Zhang;Shuangshuang Wei;Shuhui Liu;Yifei Wang;Yunan Xu;Yuxin Li;Xuequn Shang
60 A review and performance evaluation of clustering frameworks for single-cell Hi-C data 期刊论文 Caiwei Zhen;Yuxian Wang;Jiaquan Geng;Lu Han;Jingyi Li;Jinghao Peng;Tao Wang;Jianye Hao;Xuequn Shang;Zhongyu Wei;Peican Zhu;Jiajie Peng
61 Markov Guided Spatio-Temporal Networks for Brain Image Classification. 会议论文 Yupei Zhang;Yunan Xu;Rui An;Yuxin Li;Shuhui Liu;Xuequn Shang
62 Batch-Based Cooperative Task Assignment in Spatial Crowdsourcing 会议论文 Yi Yang;Yurong Cheng;Yeru Yang;Ye Yuan;Guoren Wang
63 一种基于区块链的协同问答模型构建方法、装置及设备 专利 袁展译;孙福辉;成雨蓉;王晓燕;张志威;袁野;王国仁
64 基于树型注意力机制的深度知识追踪方法 专利 张育培;尚学群;安蕊;代欢;张雯鑫
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