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ICBDT 2019: Jinan, China
- Proceedings of the 2nd International Conference on Big Data Technologies, ICBDT 2019, Jinan, China, August 28-30, 2019. ACM 2019, ISBN 978-1-4503-7192-6
Data analysis and processing
- Jie Yu, Tao Xu, Zhiquan Feng, Weifeng Wang, Li Ma, Xinyi Diao:
Optimization of Deep Neural Network based Hand Gesture Classification Model for Large-Scale Dataset. 1-5 - Yuanyang Miao, Shengli Lv, Feihu Bao:
Long-Storage Performance Prediction Method for Complex Systems Based On Data Fusion. 6-10 - Yanping Tang, Bingxian Ma, Zheng Wu:
Research on User Clustering Algorithm Based on Software System User Behavior Trajectory. 11-14 - Yinglei Xu, Yanping Tang:
A User Behavior Credibility Calculation Method Based on Behavior Co-occurrence. 15-18 - Na Lv, Jinglan Tian, Xiaohui Yang, Xue Fan:
A Survey on Motion Capture Data Compression Algorithm. 19-23 - Bin Xue, Bo Zou, Xiangdong Zhang, Yongming Guan, Liang Lv:
Research and Application of Micro-service Platform Based on Ubiquitous Power Internet of Things. 24-28 - Mingtong Li, Chunsun Duan, Tianlun Dai, Tao Zhou, Ziqiang Yu:
URFD: Urban Real-time Fatigue Driving Detection. 29-33 - Jidong Duan, Kun Ma
, Runyuan Sun:
Unbalanced data sentiment classification method based on ensemble learning. 34-38
Database design and data management
- Huan Hu, Hongyan Yun, Ying He, Xiuhua Zhang, Yang Yun:
Research and Application of Semi-automatic Construction of Structured Knowledge graph. 39-43 - Jianfa Qian, Lina Zhang:
Improved Constructions for Optimal Multi-erasure Locally Recoverable Codes for Big Data Storage. 44-47 - Xiaoran Li, Rong Hao:
A Note on "Enhancing cloud storage security against a new replay attack with an efficient public auditing scheme". 48-51 - Yuelu Wang:
Discourse Analysis on the Engagement System of Business Information News under One Belt and One Road Construction. 52-56 - Xiaodan Chen, Xiao Wang, Hequn Xian:
Database Watermarking Scheme Based on Clustering with Size Constraint. 57-61 - Andrii Dryga
Blockchain-based Wildlife Data-Management Framework for the WWF Bison Rewilding Project. 62-66 - Guandong Di, Xiao Wang, Hequn Xian:
Watermark Scheme of Database Based on Fuzzy C-Means. 67-71
Big data analysis and key technologies
- Jiahui Song, Yutai Wang, Xinghai Yang, Wenjing Zang:
Research and Implement of Marine Real Wind Measurement Based on Mobile Sensor. 72-76 - Jiangying Xu, Lixin Du, Chenyang Song, Chao Li, Zhi Ren, Bo Zhu:
Big Data Service Request Prediction Based on Historical Behavior Time Series. 77-81 - Rui-Yang Chen:
Iot-Enabled Supply Chain Finance Risk Management Performance Big Data Analysis Using Fuzzy Qfd. 82-86 - Lizi Yin, Kaiwen Yu:
A Research of Readers' Borrowing Library Books Management and Optimization Based On Big Data Technology. 87-91 - Cong Liu, Zhenxiang Chen, Dong Cao, Mingyue Shang:
Application of Recommender System in Intelligent Community under Big Data Scenario. 92-96
Intelligent computing and algorithms
- Zuoxi Jin, Kun Ma, Kun Liu, Ke Ji:
Exercises Recommendation in Adaptive Learning System. 97-100 - Lei Xiong, Xinke Lv, Yongming Guan, Zhiyong Liu:
Power Integration Mall Recommendation Model Based on Reverse Reward Feedback Learning Optimization. 101-108 - Wenjing Zang, Xinghai Yang, Zizhao Liu, Yulin Zhang:
Chinese Word Segmentation of Ideological and Political Education Based on Unsupervised Learning. 109-113 - Xun He, Lianhai Wang, Weinan Zhang
Research on the Quality Prediction of Online Chinese Question Answering Community Answers Based on Comments. 114-120 - Jingjing Xue, Kun Liu, Zeshan Lu, Han Lu:
Analysis of Chinese Comments on Douban Based on Naive Bayes. 121-124 - Yuefei Wu, Xiao Wei, Yongbin Qin, Yanping Chen:
A Radical-Based Method for Chinese Named Entity Recognition. 125-130 - Zhaojun Li, Kun Liu:
Recommendations for Personalized Keywords Combined with Word Vectors Clustering and Heat Sorting. 131-135
Machine learning algorithm and application
- Guanglei Du, Yang Chen, Xu Wang:
Boosted Trees Model with Feature Engineering: An Approach for Post-Click Conversion Rate Prediction. 136-141 - Fantahun Bogale Gereme
Early Detection of Fake News "Before It Flies High". 142-148 - Hechun Wang, Xiaohong Zheng:
Survey of Deep Learning Based Object Detection. 149-153 - Pakawan Pugsee, Pattarachai Pattawong:
Football Match Result Prediction Using the Random Forest Classifier. 154-158 - Huxiao Liu, Lianhai Wang, Weinan Zhang
An Illegal Billboard Advertisement Detection Framework Based on Machine Learning. 159-164
Computer theory and application technology
- Yang Chen, Guanglei Du, Xu Wang:
Deep Multimodal Network: a multi-signal input neural network for Ad Click Predictions. 165-170 - Xiangyu Zhou, Qingqing Miao, Tao Lin, Lei Zhang, Jianquan Zhou:
Linear Regression Electricity Prediction Method Based on Clustering of Electric Characteristics. 171-176 - Han Li, Limin Zhang, Wubin Li, Jing Gao:
A Service Performance based Dynamic Provisioning Approach in Containerized Cloud Environments. 177-181 - Zhaoying Chen, Sumei Zhang, Xiuqing Wang:
Congruences on a Semilattice of Inverse Monoids. 182-186 - Kamelia Shahid, Qing Yang, Xingqi Zou:
Role of Technology in Multicultural Environment: Impact of MOODLE Learning System on Global Virtual Team Performance. 187-191 - Haibin Sun, Tao Lin, Shangang Zhang:
Research on Energy Alternation Based on Gaussian Regression Combined Prediction Model. 192-199
Pattern recognition
- Xiucai Guo, Changxuan Zhao, Yaodong Wang:
Traffic Sign Recognition Based on Joint Convolutional Neural Network Model. 200-203 - Yuanxing Gan, Jinsong Chen, Lina Long, Liang Lv, Yongming Guan:
Service Experience Promotion System of Intelligent Business Hall Based on Face Recognition. 204-210 - Zeyu Zou, Yunxia Liu, Wen-Na Zhang, Yuehui Chen:
Camera Model Identification Based on Residual Extraction Module and SqueezeNet. 211-215 - Yan Wen, Yi Shao, Dabo Zheng:
A Novel Deep Convolutional Neural Network Structure for Off-line Handwritten Digit Recognition. 216-220 - Lu Guo, Zhongqing Yu, Jianqi Yu, Chuang Liu:
Data Driven Induction Motor Condition Identification and Fault Prediction. 221-229 - Kaikai Xu, Jie Su, Yuehui Chen, Yi Cao:
Rapid Detection of Individual Cells Based on K-means Clustering and Regional Connectivity. 230-234 - Peng Han, Ning Zhou:
A Framework for Detecting Key Topics in Social Networks. 235-239
Image Processing
- Zeshan Lu, Kun Liu, Zhen Liu, Cong Wang, Maoxin Shen, Tao Xu:
An Efficient Annotation Method for Big Data Sets of High-Resolution Earth Observation Images. 240-243 - Haochen Yang, Tieqiao Wang, Xuesong Zhou, Jiwen Dong, Xizhan Gao, Sijie Niu:
Quantitative Estimation of Rainfall Rate Intensity Based on Deep Convolutional Neural Network and Radar Reflectivity Factor. 244-247 - Xuanyu Rong, Huanqing Cui:
Large-Scale Dynamic Graph Updating Algorithm in Distributed Computing System. 248-251 - Yunxia Liu, Hongchao Si, Yingjie Chen, Yuehui Chen:
Faster R-CNN based Robust Circulating Tumor Cells Detection with Improved Sensitivity. 252-256 - Guangyue Gao, Fuyuan Chen, Xiuyang Zhao, Bo Yang, Lin Wang, Jifeng Guo
Surface Reconstruction of Cement Microstructure Based on Moving Least Squares. 257-261
Communication network and information system
- Kun Niu, Xiao Xu, Chao Wang, Cheng Cheng, Huiyang Zhang, Jielin Chang:
Two-Step User Profiling Framework Based on Terminal-cloud Collaboration. 262-267 - Xi Wang:
Probabilistic Neural Network for Reasons of the Low Quality LTE Networks Classification. 268-271 - Feng Chen, Yajing Huang
Research on the Nodes Importance in Complex Networks Based on Community Partition. 272-277 - Xue Lin, Dongmei Niu:
Experiments of Interferometric Phase Filtering through Weighted Nuclear Norm Minimization. 278-282 - Nora Taibouni, Rachid Chalal:
A Toolbox for Information System Evaluation. 283-290 - Yi Zhang, Shoujing Zhang, Xiaofan Qin, Haotian Du, Dewen Wu:
Research on Unmanned Borrowing and Returning Service System in Internet of Things Environment. 291-294 - Yan Liang, Zepeng Wen, Li Liu, Gongliang Li, Bing Guo:
Towards A Goal-driven Dynamic Business Process Ontology. 295-299 - Yang Zhang, Zuocheng Xing, Yu Wang, Lirui Chen, Qinglin Wang, Yufei Zhu:
Optimization Methods for Computing System in Mobile CPS. 300-305
E-commerce and consumption
- Wong Tze Yean, Tan Iris, Wei-Lee Lim
Consumers Purchase Intention towards Organic Food in Malaysia. 306-309 - Shirong Liu, Jianing Liu, Gang Zheng:
Study on E-Commerce Platform-the Grid Enterprise Group Experience. 310-315 - Danny Wong Chee Soon, Tan Chuu Wei, Wei-Lee Lim
Factors Influencing Consumers' Perception on Mobile Payment among Generation Z in Malaysia. 316-319 - Purwanto, Wahyu Rusdiyanto, Isti Kistiananingsih:
How Does Social Media Marketing Increase Brand Awareness: A Case Study of the Laboratory of YSU Office Administration. 320-323 - Shu-Man Chang, Yung-Hsiu Lin:
Enhancing Collaborative Capabilities with e-Flow Services: a Case Study on Leaving-School Process in University. 324-329 - Amelia Alysha Augustine, Anneesha Shavira Rindita, Sharmila Laksmi Muniandy:
Factors Influencing the Purchase Behaviour of Sustainable Fashion among Millennial Consumers in Kuala Lumpur. 330-334 - Arif Wibowo:
The Role of Service Quality on Location and Price Perception on the Purchasing Decision Process. 335-338
Economic and management engineering
- Ruofan Liao, Petchaluck Boonyakunakorn, Songsak Sriboonchitta:
VaR of SSE returns Based on Bayesian Markov-Switching GARCH Approach. 339-343 - Rayhaneh Nazempour, Jianhua Yang, Zahara Javaid:
Effect of Supply Chain Agility Dimensions on Supply Chain Performance: A Case of Iranian SMEs. 344-348 - Daoyi Guo:
Collaborative Management System and Multi-index Optimization Model for Large-Scale, Multi-Group Construction Projects. 349-353 - Petchaluck Boonyakunakorn, Chonrada Nunti, Woraphon Yamaka:
Forecasting of Thailand's Rice Exports Price: Based on Ridge and Lasso Regression. 354-357 - Jiangang Gong, Yutao Wei, Xuyan Gao:
Analysis of the Factors and Mechanism that Influence the Senior Manager's Support to Informatization. 358-362 - Chun-ling He, Chun-Chih Chen, Shu-Ming Wu:
A Study on the Attractive Attribute of a Food and Agriculture Educational Element: Taking food and Agriculture education in Wumi Le Community as an Example. 363-367 - Chonrada Nunti, Petchaluck Boonyakunakorn, Woraphon Yamaka:
Estimating Efficiency Effects with a Copula-based Spatial Panel Stochastic Frontier Model: Application in Thai rice Production. 368-371
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