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2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)最新文献

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Personality Prediction of Social Network Users 社交网络用户的人格预测
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.25
Chao Li, Jiale Wan, Bo Wang
{"title":"Personality Prediction of Social Network Users","authors":"Chao Li, Jiale Wan, Bo Wang","doi":"10.1109/DCABES.2017.25","DOIUrl":"https://doi.org/10.1109/DCABES.2017.25","url":null,"abstract":"Through weibo users, we extract social data and questionnaire, and focus on how to use the user text information to predict their personality characteristics. We use the correlation analysis and principal component analysis to select the user information, and then use the multiple regression model, the gray prediction model and the multitasking model to predict and analyze the results. It is found that MAE values of the gray prediction are better than the multiple regression model Multi-task model, the overall effect of the prediction between 0.8 and 0.9, the overall accuracy of good prediction. This shows that gray prediction in the user's personality prediction shows a good generalization and non-linear ability.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127031702","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Analysis on the Location of Community Library Based on Nationwide Reading 基于全民阅读的社区图书馆定位分析
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.26
Wan Bo, C. Qin, Zhang Jin-ru
{"title":"Analysis on the Location of Community Library Based on Nationwide Reading","authors":"Wan Bo, C. Qin, Zhang Jin-ru","doi":"10.1109/DCABES.2017.26","DOIUrl":"https://doi.org/10.1109/DCABES.2017.26","url":null,"abstract":"The scientific planning and reasonable layout of the community library has important practical significance for the realization of the nationwide reading. From the point of view of quantitative analysis, we propose community library location model based on the subsection utility function, which not only takes the traffic factors into account, but also considers the environmental factors. We obtain exact solution of the problem with LINGO software, and discuss the relationship between the number of constraints and the value of the objective function, as well as the coverage radius. The research results have reference value to the planning and layout of community library.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129394214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on Forecasting Method of Balance Treasure Fund Flow 余额宝资金流量预测方法研究
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.44
Zhao Chen
{"title":"Research on Forecasting Method of Balance Treasure Fund Flow","authors":"Zhao Chen","doi":"10.1109/DCABES.2017.44","DOIUrl":"https://doi.org/10.1109/DCABES.2017.44","url":null,"abstract":"Capital inflow and outflow is very important for the survival of financial companies. This paper analyzes the data flowing out and out of some users of the balance. The use of more than 28,000 users of the balance in 14 months according to operating records, the user will be separated from large users, the remaining users by operating frequency is divided into inactive users, more active users, active users, ultra-active users. The ARIMA model is used to model the five classes respectively. Finally, the prediction results of the classification are obtained. There are significant differences in the inflow and outflow patterns of these five categories of people. The results of classification prediction are better than the overall forecast in the prediction of capital inflow.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123023718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Fast Distributed Principal Component Analysis with Variance Reduction 基于方差缩减的快速分布主成分分析
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.10
Shi-Mai Shang-Guan, Jianping Yin
{"title":"A Fast Distributed Principal Component Analysis with Variance Reduction","authors":"Shi-Mai Shang-Guan, Jianping Yin","doi":"10.1109/DCABES.2017.10","DOIUrl":"https://doi.org/10.1109/DCABES.2017.10","url":null,"abstract":"Principal Component Analysis (PCA) and Singular Value Decomposition (SVD) are widely used in dimension reduction, feature extraction, low-rank matrix approximation and so on. In large-scale applications, a common alternative is to use cluster which have multiple nodes and multiple cores to accelerate the time of solving problem. Most of the existing distributed PCA algorithm focus on reducing the communication, and there is little attention to the frequent waiting phenomenon caused by the synchronization mechanism. Meanwhile, most of these works are based on either the distributed memory of the processes-level parallelism or the shared memory of threads-level parallelism. In this paper, we propose a fast distributed PCA algorithm with variance reduced, which based on stochastic sampling and Stale Synchronous Parallel. Our algorithm contains the processes-level and threads-level parallelism. Experiments on the \"Tianhe-2\" super computer demonstrate that our algorithm has a good performance, speedup, and scalability.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122603723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Review of Social Networking Applications for Infectious Disease Management Systems in Saudi Arabia: Current Status & Future Prospects 沙特阿拉伯传染病管理系统的社交网络应用综述:现状与未来展望
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.29
F. Alanezi, Miznah Alshammary
{"title":"Review of Social Networking Applications for Infectious Disease Management Systems in Saudi Arabia: Current Status & Future Prospects","authors":"F. Alanezi, Miznah Alshammary","doi":"10.1109/DCABES.2017.29","DOIUrl":"https://doi.org/10.1109/DCABES.2017.29","url":null,"abstract":"Internet Technologies are widely used in healthcare services and information management. Various applications have been proved to be highly beneficial in delivering healthcare services, information and disease management. Social Networking is one of the best internet technologies that is being used in various business and management areas, and it has been revolutionary in enhancing the various operations through effective interactions between the various users. This paper focuses on reviewing the social networking, its architecture, and the prospects of using it for Infectious Disease Management (IDM) in Saudi Arabia. Methods: Review of Various literature sources and Social Networking Applications for Healthcare/IDM Management. Results: The Study has found that Social Networking can be an effective approach for integrating it with the healthcare/IDM Systems as it would enable effective user interactions, which could enhance behavioral aspects in delivering/receiving healthcare services. However, there has been no study identified that has used social networking for IDM in Saudi Arabia. This paper suggests the wide scope for future research in integrating the social networking concept across various healthcare systems in Saudi Arabia.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115588480","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Dynamic Scheduling Scheme for Deadline Constrained Content Distribution in D2D Cellular Network D2D蜂窝网络中受时限约束的内容分发动态调度方案
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.20
Yu Shi, Fuyang Wang, ZhenYa Zhang
{"title":"A Dynamic Scheduling Scheme for Deadline Constrained Content Distribution in D2D Cellular Network","authors":"Yu Shi, Fuyang Wang, ZhenYa Zhang","doi":"10.1109/DCABES.2017.20","DOIUrl":"https://doi.org/10.1109/DCABES.2017.20","url":null,"abstract":"This paper studies the distribution of deadlineconstrained contents over a wireless cellular network. Affected by the channel condition between base station and users, some users could not directly receive the content from base station. Fortunately, D2D (Device to Device) multicast communication allows the users who obtained the content to further multicast it to other users. In this paper, we focus on the propagation of contents in overlay D2D cellular network. For the deadlineconstrained contents, considering the queuing time waiting in the buffer before transmission, how to properly schedule them to maximize the system capacity is crucial. We formulate the scheduling problem with the objective of optimizing the throughput of the system and solve it using the Markov Decision Process (MDP) theory. Extensive simulation results are provided to demonstrate that our scheduling algorithm can efficiently improve the throughput of system.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127551743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Approach of Location and Navigation Services System Design in Complex Indoor Scenes Based on the Android Mobile Computing Platform 基于Android移动计算平台的复杂室内场景定位导航服务系统设计新方法
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.22
Gu Yuchen, You Rou
{"title":"A New Approach of Location and Navigation Services System Design in Complex Indoor Scenes Based on the Android Mobile Computing Platform","authors":"Gu Yuchen, You Rou","doi":"10.1109/DCABES.2017.22","DOIUrl":"https://doi.org/10.1109/DCABES.2017.22","url":null,"abstract":"The emerging mobile platform has provided convenient facilities for indoor navigation software development. The paper has focuses on design and realization a navigation system based on the Android mobile computing platform in complex indoor scenes, which takes the two-dimensional code for positioning, then generates a route with color partition by A*algorithm, in order to realize the indoor positioning and non-GPS navigation. The system has innovated upon the method of indoor navigation.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124660994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A CPU-GPU Data Transfer Optimization Approach Based on Code Migration and Merging 一种基于代码迁移和合并的CPU-GPU数据传输优化方法
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.13
Cong Fu, Zhenhua Wang, Yanlong Zhai
{"title":"A CPU-GPU Data Transfer Optimization Approach Based on Code Migration and Merging","authors":"Cong Fu, Zhenhua Wang, Yanlong Zhai","doi":"10.1109/DCABES.2017.13","DOIUrl":"https://doi.org/10.1109/DCABES.2017.13","url":null,"abstract":"Porting applications to CPU-GPU architecture remains a challenge to average programmers, which have to explicitly manage data transfers between the host and device memories. In this paper, we proposed an approach to optimize the data transfer operations between CPU and GPU by analysing the data dependency and reorganizing source code. We found that not only the data transmission through PCIe bus is time consuming, but also the preparation and cleaning work for data transfer operations. This cost will be dramatically increased if the program contains many kernel calls. Therefore, we firstly defined and analyzed the data copy in (out) path for each data transfer operation utilizing compiler techniques. The data copy in or copy out operation can be migrated along with its data copy path. Multiple data transfer operations could be merged into one operation if they are of the same transfer direction and their data copy paths have overlap. Migrating and merging multiple data transfer operations could obviously reduce the number of data exchange times and the system resource consumption.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131051597","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Customer Loyalty Research Based on Survival Analysis 基于生存分析的顾客忠诚研究
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.45
Linghui Jin, Lisha Guo
{"title":"Customer Loyalty Research Based on Survival Analysis","authors":"Linghui Jin, Lisha Guo","doi":"10.1109/DCABES.2017.45","DOIUrl":"https://doi.org/10.1109/DCABES.2017.45","url":null,"abstract":"In this paper, we study the customer loyalty based on survival analysis. We regard the time of using product as the survival time, and utilize the AFT model to analysis the influencing factors of the customer loyalty. The results of simulation show that our method is more effective than commonly regression method. A real example is also provided as an illustration.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133928231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Ancient Pictogram Recognition Based on Convolution Neural Network 基于卷积神经网络的古代象形文字识别
2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES) Pub Date : 2017-10-01 DOI: 10.1109/DCABES.2017.28
Qiao Cui, Yutong Zheng
{"title":"The Ancient Pictogram Recognition Based on Convolution Neural Network","authors":"Qiao Cui, Yutong Zheng","doi":"10.1109/DCABES.2017.28","DOIUrl":"https://doi.org/10.1109/DCABES.2017.28","url":null,"abstract":"We design and implement a recognition system of ethnic pictogram based on convolutional neural networks, and obtain a high recognition rate in the test samples. In addition, we also test the characters of simulated natural scenes, and also achieve higher accuracy.","PeriodicalId":446641,"journal":{"name":"2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133545809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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