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E-grāmata: Human Centered Computing: 7th International Conference, HCC 2021, Virtual Event, December 9-11, 2021, Revised Selected Papers

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13795
  • Izdošanas datums: 01-Jan-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031237416
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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13795
  • Izdošanas datums: 01-Jan-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031237416

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This book constitutes thoroughly reviewed, revised and selected papers from the 7th International Conference on Human Centered Computing, HCC 2021, held in virtually, due to COVID- 19, in December 2021. 

The 18 full and 9 short papers presented in this volume were carefully reviewed and selected from a total of 68 submissions. The conference focuses on the following three main themes as follows: Data such as Data Visualization, Big Data, Data Security, Hyper connectivity such as Internet of Things, Cloud Computing, Mobile Network and Collaboration such as Collective Intelligence, Peer Production, Context Awareness and much more.

Algorithms
A Fast Shortest Path Searching Method Based on A and Simulated Annealing
3(12)
Qiang Cui
Sihua Gao
A Combining Forecasting Method Based on Seasonal Unit Root Test and Support Vector Regression
15(10)
Songyuan Gu
Yuanyudn Qin
Anwen Lu
Adaptive ICP Registration Algorithm Based on the Neighborhood of SIFT Feature Points
25(13)
Yawei Hong
Wentao Li
Yongfu Chen
A PSO Based Multi-view Hierarchical Clustering Method
38(12)
Zhongyu Zhou
Jianfu Li
GCN-ARIMA Based Sales Demand Prediction
50(11)
Boquan Gao
Jingjing Cao
Dynamic Adjustment of the Learning Rate Using Gradient
61(12)
Shuai You
Wanyi Gao
Ziyang Li
Qifen Yang
Meng Tian
Shuhua Zhu
Data and Analytics
Predicting Personalities of Ancient Chinese Emperors Based on Relational Knowledge Transfer Model
73(9)
Huanyi Xiao
Fugui Xing
Miaorong Fan
Hua Li
Tingshao Zhu
Visualization of Convolutional Neural Networks with Attention Mechanism
82(12)
Meng Yuan
Bao Tie
Dawei Lin
Course Recommendation System Based on SSM Framework
94(13)
Qingyu Liang
Zhengyang Wu
Ronghua Lin
Li Huang
Using Entropy for Trust Measure in Collaborative Filtering
107(12)
Xiaojuan Cai
Wenan Tan
Xiao Zhang
Xin Zhou
A Pedestrian Detection Method Based on Improved ResNet for Container Terminal
119(14)
Zheng Shen
Wenxiang Wu
Shuaiya Sun
Kan Hu
Detection of Advertising Users Based on K-SMOTE and Ensemble Learning
133(13)
Zihan Qiu
Zekai Zhou
Yongxu Long
Chang Ji
Jianguo Li
Yong Tang
Quantitative Relationship Between Achievement Motivation and Game Behavior Based on Structural Equation Model
146(7)
Haiyan Zhou
Tingshao Zhu
Nan Zhao
Dictionary-Based Classical Chinese Word Segmentation and Its Application on Imperial Edicts of Jin Dynasties
153(8)
Huan Xiong
Gengxuan Wu
Shujie Xue
Hua Li
Tingshao Zhu
Visualization Analysis of Hot Event Propagation Topic Map
161(10)
Weidong Huang
Yuan Wang
Jieyun Huang
Xiaoxiang Cheng
Communication
Pilot Reuse Joint Partial APs in Cell-Free Massive MIMO System
171(12)
Xingyu He
Yang Liu
Multi-task Allocation Under Multiple Constraints in Mobile Crowdsensing
183(13)
Jin Liu
Wenan Tan
Zhejun Liang
Kai Ding
Optimization of Kalman Filter Indoor Positioning Method Fusing WiFi and PDR
196(12)
Yanling Lu
Shiqi Luo
Zhenxuan Yao
Junfen Zhou
Shenchuan Lu
Jingwen Li
Constructing an UAV Network with Relative Positioning
208(11)
Yun Wang
Daihai Tian
Resource Allocation for Multi-service NOMA System Based on Deep Reinforcement Learning
219(13)
Zhenyu Zhang
Weijun Zheng
Weiping Shao
Yong Zhang
Da Guo
5G Resource Sharing Scheme and Consensus Algorithm Based on Blockchain
232(10)
Siyuan Sun
Xiaojun Jin
Ligang Ren
Dong Tian
Yifei Wei
5G Message Log Credit Management and Verification System Based on Blockchain
242(10)
Siyuan Sun
Jiazheng Yu
Zikui Lu
Ligang Ren
Yifei Wei
A Graph-Based Service Composition Method for Science and Technology Resources
252(9)
Zhuo Tian
Changyou Zhang
Jiaojiao Xiao
Shubin Liang
Smart City
Optimization of Energy Transaction Strategy Between Microgrids Based on MADDPG
261(11)
Haiwei Zhang
Weijun Zheng
Ding Chen
Jinghui Fang
Yifei Wei
Research on the Elements of Future Holographic Scene Design Based on Card Sorting-Fuzzy Comprehensive Evaluation Method
272(13)
Wenjun Hou
Yujing Wang
Lixin Zhang
Fault Diagnosis Method of Automatic Sorter Equipment Based on Association Rules
285(10)
Qiaohong Zu
Jiafan Gong
Innovation Framework for Green Ports
295(10)
Qiaohong Zu
Jingwen Yan
Author Index 305