Contents

Bash Code Comment Generation Method Based on Dual Information Retrieval CHEN Xiang, YU Chi, YANG Guang, PU Xue-Lian, CUI Zhan-Qi Published March 06, 2023 (20 pages) 2023,34(3):1310-1329 [Abstract(1180)]  [View PDF(2942)2.25 M]

Review Articles

Review and Performance Comparison of Deep Knowledge Tracing Models WANG Yu, ZHU Meng-Xia, YANG Shang-Hui, LU Xue-Song, ZHOU Ao-Ying Published March 06, 2023 (31 pages) 2023,34(3):1365-1395 [Abstract(4162)]  [View PDF(8212)3.86 M]

Contents

Approximate Continuous k Representative Skyline Query Algorithm over High-Speed Streaming Data Environment ZHU Rui, SONG Fu-Yao, WANG Bin, YANG Xiao-Chun, ZHANG An-Zhen, XIA Xiu-Feng Published March 06, 2023 (26 pages) 2023,34(3):1425-1450 [Abstract(1220)]  [View PDF(2704)3.05 M]

Optimization Method for Storing Massive Small Files in Multi-modal Medical Data ZENG Meng, ZOU Bei-Ji, ZHANG Wen-Sheng, YANG Xue-Bing, ZHU Cheng-Zhang Published March 06, 2023 (19 pages) 2023,34(3):1451-1469 [Abstract(1797)]  [View PDF(3085)1.95 M]

Public Auditing Scheme for Industrial Internet Data Based on Smart Contracts LI Tao, YANG An-Jia, WENG Jian, GUO Zi-Fan Published March 06, 2023 (21 pages) 2023,34(3):1491-1511 [Abstract(1915)]  [View PDF(3529)2.42 M]

Method of Discovering Regional Network Border ZHU Jin-Yu, ZHANG Yu, ZENG Liang-Wei, ZHANG Hong-Li, FANG Bin-Xing Published March 06, 2023 (11 pages) 2023,34(3):1512-1522 [Abstract(1245)]  [View PDF(2834)1.43 M]

Special Issue's Articles

大数据治理的理论与技术专题前言 杜小勇，杨晓春，童咏昕 Published March 06, 2023 (3 pages) 2023,34(3):1007-1009 [Abstract(2324)]  [View PDF(5176)548.44 K]

Construction and Optimization of Co-occurrence-attribute-interaction Model for Column Semantic Recognition GAO Shan, YUAN Wan-Zhu, LU Wei, WANG Lan, ZHANG Jing, DU Xiao-Yong Published March 06, 2023 (16 pages) 2023,34(3):1010-1026 [Abstract(2204)]  [View PDF(5606)2.22 M]

Physical Metadata Management in Apache IoTDB for Aggregate Queries ZHAO Dong-Ming, QIU Yuan-Hui, KANG Rui, SONG Shao-Xu, HUANG Xiang-Dong, WANG Jian-Min Published March 06, 2023 (22 pages) 2023,34(3):1027-1048 [Abstract(2127)]  [View PDF(5359)3.12 M]

Comprehensive Error Detection Method for Multiple Types Errors Based on Multiple Views PENG Jin-Feng, SHEN De-Rong, KOU Yue, NIE Tie-Zheng Published March 06, 2023 (18 pages) 2023,34(3):1049-1064 [Abstract(1934)]  [View PDF(5041)1.77 M]

Time Series Data Quality Rules Discovery with Both Row and Column Dependencies DING Xiao-Ou, LI Ying-Ze, WANG Chen, WANG Hong-Zhi, LI Hao-Xuan Published March 06, 2023 (22 pages) 2023,34(3):1065-1086 [Abstract(2172)]  [View PDF(5998)3.06 M]

Interpretability of Entity Matching Based on Pre-trained Language Model LIANG Zheng, WANG Hong-Zhi, DAI Jia-Jia, SHAO Xin-Yue, DING Xiao-Ou, MU Tian-Yu Published March 06, 2023 (21 pages) 2023,34(3):1087-1108 [Abstract(2528)]  [View PDF(5958)3.33 M]

Secure Multi-party θ-join Algorithm Toward Data Federation ZHANG Yuan-Yuan, LI Shu-Yuan, SHI Ye-Xuan, ZHOU Nan, XU Yi, XU Ke Published March 06, 2023 (17 pages) 2023,34(3):1109-1125 [Abstract(1951)]  [View PDF(5781)2.15 M]

Cross-source Data Error Detection Approach Based on Federated Learning CHEN Lu, GUO Yu-Xiang, GE Cong-Cong, ZHENG Bai-Hua, GAO Yun-Jun Published March 06, 2023 (21 pages) 2023,34(3):1126-1147 [Abstract(3028)]  [View PDF(5936)2.58 M]

Decentralized Federated Learning Framework Based on Proof-of-contribution Consensus Mechanism QIAO Shao-Jie, LIN Yu-Feng, HAN Nan, YANG Guo-Ping, LI He, YUAN Guan, MAO Rui, YUAN Chang-An, Louis Alberto GUTIERREZ Published March 06, 2023 (20 pages) 2023,34(3):1148-1167 [Abstract(3305)]  [View PDF(6197)2.77 M]

Review Articles

Survey on Contribution Evaluation for Federated Learning WANG Yong, LI Guo-Liang, LI Kai-Yu Published March 06, 2023 (25 pages) 2023,34(3):1168-1192 [Abstract(5711)]  [View PDF(9841)2.68 M]

Special Issue's Articles

Jump Filter: Dynamic Sketch Design for Big Data Governance FU Peng-Tao, LUO Lai-Long, GUO De-Ke, ZHAO Xiang, LI Shang-Sen, WANG Huai-Min Published March 06, 2023 (19 pages) 2023,34(3):1193-1212 [Abstract(2065)]  [View PDF(5852)2.46 M]

Dynamic Data Protection System for Open Big Data Environment TU Yao-Feng, NIU Jia-Hao, WANG De-Zheng, GAO Hong, XU Jin, HONG Ke, YANG Fang Published March 06, 2023 (22 pages) 2023,34(3):1213-1235 [Abstract(2170)]  [View PDF(5137)2.81 M]

Review Articles

Research Progress on Distributed Matrix Computation Systems for Big Data Analysis CHEN Zi-Hao, XU Chen, QIAN Wei-Ning, ZHOU Ao-Ying Published March 06, 2023 (23 pages) 2023,34(3):1236-1258 [Abstract(2568)]  [View PDF(6202)2.58 M]

Special Issue's Articles

Knowledge Hypergraph Link Prediction Based on Multi-granular Attention Network PANG Jun, LIU Xiao-Qi, GU Yu, WANG Xin, ZHAO Yu-Hai, ZHANG Xiao-Long, YU Ge Published March 06, 2023 (17 pages) 2023,34(3):1259-1276 [Abstract(2661)]  [View PDF(5600)2.04 M]

Community Search Algorithm on Heterogeneous Information Networks Based on Attribute Fairness QIAO Lian-Peng, HOU Hui-Wen, WANG Guo-Ren Published March 06, 2023 (15 pages) 2023,34(3):1277-1291 [Abstract(1846)]  [View PDF(5143)1.67 M]

Fast Surveillance Video Retrieval Model Based on Tolerant Training and Privacy Protection QIN Hao, WANG Ping-Hui, ZHANG Ruo-Fei, QIN Zun-Ying Published March 06, 2023 (19 pages) 2023,34(3):1292-1309 [Abstract(2082)]  [View PDF(5216)2.24 M]

Review Articles

Survey on Open-source Software Supply Chain Security JI Shou-Ling, WANG Qin-Ying, CHEN An-Ying, ZHAO Bin-Bin, YE Tong, ZHANG Xu-Hong, WU Jing-Zheng, LI Yun, YIN Jian-Wei, WU Yan-Jun Published March 06, 2023 (35 pages) 2023,34(3):1330-1364 [Abstract(6123)]  [View PDF(9492)3.90 M]

Survey on Data Pricing and Trading Research JIANG Dong, YUAN Ye, ZHANG Xiao-Wei, WANG Guo-Ren Published March 06, 2023 (29 pages) 2023,34(3):1396-1424 [Abstract(3495)]  [View PDF(7785)6.93 M]

Survey on Blockchain-based Internet of Things Authentication Mechanisms CHENG Guan-Jie, DENG Shui-Guang, WEN Ying-Ying, YAN Xue-Qiang, ZHAO Ming-Yu Published March 06, 2023 (21 pages) 2023,34(3):1470-1490 [Abstract(3669)]  [View PDF(9610)7.62 M]