Data Science : 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019, Guilin, China, September 20–23, 2019, Proceedings, Part I

This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application. Front Matter ....Pages i-xxv Front Matter ....Pages 1-1 Benign Strategy for Recommended Location Service Based on Trajectory Data (Jing Yang, Peng Wang, Jianpei Zhang)....Pages 3-19 Interest-Forgetting Markov Model for Next-Basket Recommendation (Jinghua Zhu, Xinxing Ma, Chenbo Yue, Chao Wang)....Pages 20-31 Attention Neural Network for User Behavior Modeling (Kang Yang, Jinghua Zhu)....Pages 32-41 Method for Extraction and Fusion Based on KL Measure (Zuocong Chen)....Pages 42-51 Evaluation of Scholar’s Contribution to Team Based on Weighted Co-author Network (Xinmeng Zhang, Xinguang Li, Shengyi Jiang, Xia Li, Bolin Xie)....Pages 52-61 Community Evolution Based on Tensor Decomposition (Yuxuan Liu, Guanghui Yan, Jianyun Ye, Zongren Li)....Pages 62-75 A Content-Based Recommendation Framework for Judicial Cases (Zichen Guo, Tieke He, Zemin Qin, Zicong Xie, Jia Liu)....Pages 76-88 Collaboration Filtering Recommendation Algorithm Based on the Latent Factor Model and Improved Spectral Clustering (Xiaolan Xie, Mengnan Qiu)....Pages 89-100 Front Matter ....Pages 101-101 Hadoop + Spark Platform Based on Big Data System Design of Agricultural Product Price Analysis and Prediction by HoltWinters (Yun Deng, Yan Zhu, Qingjun Zhang, Xiaohui Cheng)....Pages 103-123 Oracle Bone Inscriptions Big Knowledge Management and Service Platform (Jing Xiong, Qingju Jiao, Guoying Liu, Yongge Liu)....Pages 124-136 Meteorological Sensor Data Storage Mechanism Based on TimescaleDB and Kafka (Liqun Shen, Yuansheng Lou, Yong Chen, Ming Lu, Feng Ye)....Pages 137-147 Cost Optimization Strategy for Long-Term Storage of Scientific Workflow (Zaibing Lv, Cheng Zhang, Futian Wang)....Pages 148-157 Optimal Overbooking Mechanism in Data Plan Sharing (Yaxin Zhao, Guangsheng Feng, Bingyang Li, Chengbo Wang, Haibin Lv)....Pages 158-171 Survey of Data Value Evaluation Methods Based on Open Source Scientific and Technological Information (Xiaolin Wang, Cheng Dong, Wen Zeng, Zhen Xu, Junsheng Zhang)....Pages 172-185 Front Matter ....Pages 187-187 Credible Routing Scheme of SDN-Based Cloud Using Blockchain (Qin Qiao, Xinghua Li, Yunwei Wang, Bin Luo, Yanbing Ren, Jianfeng Ma)....Pages 189-206 Integrated Multi-featured Android Malicious Code Detection (Qing Yu, Hui Zhao)....Pages 207-216 Computation Offloading Algorithms in Mobile Edge Computing System: A Survey (Zhenyue Chen, Siyao Cheng)....Pages 217-225 Wireless Communication Signal Strength Prediction Method Based on the K-nearest Neighbor Algorithm (Zhao Chen, Ning Xiong, Yujue Wang, Yong Ding, Hengkui Xiang, Chenjun Tang et al.)....Pages 226-240 Prediction Model for Non-topological Event Propagation in Social Networks (Zitu Liu, Rui Wang, Yong Liu)....Pages 241-252 Experimental Research on Internet Ecosystem and AS Hierarchy (Lv Ting, Donghong Qin, Lina Ge)....Pages 253-263 Speed-Grading Mobile Charging Policy in Large-Scale Wireless Rechargeable Sensor Networks (Xianhao Shen, Hangyu Xu, Kangyong Liu)....Pages 264-280 Front Matter ....Pages 281-281 Solar Radio Burst Automatic Detection Method for Decimetric and Metric Data of YNAO (Guowu Yuan, Menglin Jin, Zexiao Cui, Gaifang Luo, Guoliang Li, Hongbing Dai et al.)....Pages 283-294 Internet Web Trust System Based on Smart Contract (Shaozhuo Li, Na Wang, Xuehui Du, Aodi Liu)....Pages 295-311 Destructive Method with High Quality and Speed to Counter Information Hiding (Feng Liu, Xuehu Yan, Yuliang Lu)....Pages 312-322 Defence Against Adversarial Attacks Using Clustering Algorithm (Yanbin Zheng, Hongxu Yun, Fu Wang, Yong Ding, Yongzhong Huang, Wenfen Liu)....Pages 323-333 A Privacy-Preserving TPA-aided Remote Data Integrity Auditing Scheme in Clouds (Meng Zhao, Yong Ding, Yujue Wang, Huiyong Wang, Bingyao Wang, Lingang Liu)....Pages 334-345 Relation Extraction Based on Dual Attention Mechanism (Xue Li, Yuan Rao, Long Sun, Yi Lu)....Pages 346-356 Analysis and Defense of Network Attacking Based on the Linux Server (Dapeng Lang, Wei Ding, Yuhan Xiang, Xiangyu Liu)....Pages 357-372 Anti-quantum Cryptography Scheme Based on the Improvement of Cubic Simple Matrix and LRPC Code (Zhong Wang, Yiliang Han)....Pages 373-385 Survey on Blockchain Incentive Mechanism (Jiyue Huang, Kai Lei, Maoyu Du, Hongting Zhao, Huafang Liu, Jin Liu et al.)....Pages 386-395 Blockchain-Based Secure Authentication Scheme for Medical Data Sharing (Xu Cheng, Fulong Chen, Dong Xie, Hui Sun, Cheng Huang, Zhuyun Qi)....Pages 396-411 Encryption Algorithm Based NTRU in Underwater Acoustic Networks (Chunyan Peng, Xiujuan Du)....Pages 412-424 Knowledge-Enhanced Bilingual Textual Representations for Cross-Lingual Semantic Textual Similarity (Hsuehkuan Lu, Yixin Cao, Hou Lei, Juanzi Li)....Pages 425-440 Predicting the Hot Topics with User Sentiments (Qi Guo, Jinhao Shi, Yong Liu, Xiaokun Li)....Pages 441-453 Research on Cross-Language Retrieval Using Bilingual Word Vectors in Different Languages (Yulong Li, Dong Zhou)....Pages 454-465 Word Segmentation for Chinese Judicial Documents (Linxia Yao, Jidong Ge, Chuanyi Li, Yuan Yao, Zhenhao Li, Jin Zeng et al.)....Pages 466-478 Visual Sentiment Analysis with Local Object Regions Attention (Guoyong Cai, Xinhao He, Jiao Pan)....Pages 479-489 TPOS Tagging Method Based on BiLSTM_CRF Model (Lili Wang, Ziyan Chen, Hongwu Yang)....Pages 490-503 Judicial Case Screening Based on LDA (Jin Xu, Tieke He, Hao Lian, Jiabing Wan, Qin Kong)....Pages 504-517 Evaluation System for Reasoning Description of Judgment Documents Based on TensorFlow CNN (Mengting He, Zhongyue Li, Yanshu Wei, Jidong Ge, Peitang Ling, Chuanyi Li et al.)....Pages 518-533 Statute Recommendation Based on Word Embedding (Peitang Ling, Zian Wang, Yi Feng, Jidong Ge, Mengting He, Chuanyi Li et al.)....Pages 534-548 Front Matter ....Pages 549-549 Knowledge Graph Embedding Based on Adaptive Negative Sampling (Saige Qin, Guanjun Rao, Chenzhong Bin, Liang Chang, Tianlong Gu, Wen Xuan)....Pages 551-563 Multi-grained Pruning Method of Convolutional Neural Network (Zhenshan Bao, Wanqing Zhou, Wenbo Zhang)....Pages 564-576 Donggan Speech Recognition Based on Convolution Neural Networks (Haiyan Xu, Yuren You, Hongwu Yang)....Pages 577-584 Design of Polynomial Fuzzy Neural Network Classifiers Based on Density Fuzzy C-Means and L2-Norm Regularization (Shaocong Xue, Wei Huang, Chuanyin Yang, Jinsong Wang)....Pages 585-596 Pedestrian Detection Method Based on SSD Model (Xin Li, Xiangao Luo, Haijiang Hao)....Pages 597-607 Optimizing Breast Mass Segmentation Algorithms with Generative Adversarial Nets (Qi Yin, Haiwei Pan, Bin Yang, Xiaofei Bian, Chunling Chen)....Pages 608-620 Multiple Music Sentiment Classification Model Based on Convolutional Neural Network (Jing Yang, Fanfu Zeng, Yong Wang, Hairui Yu, Le Zhang)....Pages 621-632 Integrated Navigation Filtering Method Based on Wavelet Neural Network Optimized by MEA Model (Zhu Tao, Saisai Gao, Ying Huang)....Pages 633-644 Survey of Methods for Time Series Symbolic Aggregate Approximation (Lin Wang, Faming Lu, Minghao Cui, Yunxia Bao)....Pages 645-657 Multimodal 3D Convolutional Neural Networks for Classification of Brain Disease Using Structural MR and FDG-PET Images (Kun Han, Haiwei Pan, Ruiqi Gao, Jieyao Yu, Bin Yang)....Pages 658-668 Comparative Study of Combined Fault Diagnosis Schemes Based on Convolutional Neural Network (Mei Li, Zhiqiang Huo, Fabien CAUS, Yu Zhang)....Pages 669-681 Back Matter ....Pages 683-687