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

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