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2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)最新文献

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Analysis and optimization of barge operation process of bulk cargo business system in port 港口散货业务系统驳船作业流程分析与优化
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00102
M. Xing, Lei Huang
With the development of information technology in the new era and the continuous improvement of China's international status, the market competition pressure is increasingly fierce. For enterprises, the favorable competitive position and core advantages are particularly important. As the gateway of national foreign trade, if the port wants to provide better products and services, it must cater to the complex and changeable international and information market environment, accelerate the more advanced and scientific information process, and improve its competitiveness. In this paper, we from the perspective of the business process of the bulk cargo business system, analyzing the current barge operation system of Guangzhou port. We take the needs of port staff and customers as the starting point, find the current business process deficiencies, and improve and optimize. Finally, it is applied to Guangzhou port bulk cargo business system, which can be used stably and meet the business needs.
随着新时代信息技术的发展和中国国际地位的不断提高,市场竞争压力越来越大。对于企业而言,良好的竞争地位和核心优势尤为重要。港口作为国家对外贸易的门户,要提供更好的产品和服务,就必须适应复杂多变的国际和信息化市场环境,加快更加先进、科学的信息化进程,提高竞争力。本文从散货业务系统的业务流程出发,对广州港目前驳船业务系统进行了分析。我们以港口员工和客户的需求为出发点,发现当前业务流程的不足,并进行改进和优化。最后将其应用到广州港散货业务系统中,运行稳定,满足业务需求。
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引用次数: 0
The influence of knowledge breadth and knowledge depth on general purpose technology R&D and Spillover 知识广度和知识深度对通用技术研发和溢出的影响
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00079
Jie Cen, J. Li
General purpose technology (hereinafter referred to as “GPT”) is an important engine for the transformation and upgrading of China's traditional industries and the cultivation of strategic emerging industries. GPT breakthroughs can drive the technological upgrading of multiple industries and form the country's leading advantage in key technology fields. So, what factors will affect the GPT performance of firms? Taking strategic emerging industry enterprises as firms, this paper analyzes the impact of knowledge breadth and knowledge depth on GPT R&D and spillover.
通用技术(以下简称“通用技术”)是中国传统产业转型升级和战略性新兴产业培育的重要引擎。GPT的突破可以带动多个产业的技术升级,形成国家在关键技术领域的领先优势。那么,哪些因素会影响企业的GPT绩效呢?本文以战略性新兴产业企业为主体,分析了知识广度和知识深度对GPT研发和溢出的影响。
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引用次数: 0
Econometric Analysis of Chinese Urban Residents' Consumption Based on Regression Analysis 基于回归分析的中国城镇居民消费计量分析
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00061
Ying Zhong, Jiawei Yao, Yan Xu, Zhirui Zhou, Yuqing Xiao, Qiyu Gu
Based on the main factors affecting the consumption of Chinese residents, this paper analyzes the mechanism of the influence of per capita disposable income, tax and GDP of urban residents on the consumption of Chinese residents. It uses regression analysis, economic significance test, statistical test, econometric test (multicollinearity, autocorrelation, heteroscedasticity), and through relevant correction, the final model is determined, and the final conclusion is obtained The disposable income of the people and the disposable income of rural residents have a significant positive impact on consumption, and the relevant policy recommendations are given.
基于影响中国居民消费的主要因素,本文分析了城镇居民人均可支配收入、税收和GDP对中国居民消费的影响机制。运用回归分析、经济显著性检验、统计检验、计量检验(多重共线性、自相关、异方差),并通过相关修正,确定最终模型,得出最终结论:居民可支配收入和农村居民可支配收入对消费具有显著的正向影响,并给出相关政策建议。
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引用次数: 0
Predicting Price Direction of Cryptocurrency Using Artificial Neural Networks 利用人工神经网络预测加密货币价格走势
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00047
Wenbo Ye
The machine learning method has been used in stock price prediction for a long time, and the price of cryptocurrencies such as bitcoin has attracted more and more attention in recent years. This paper aims to improve the method applicable to the stock market and try to use it in cryptocurrency price prediction. A simple three-layered feedforward artificial neural networks (ANN) model was applied in this paper to predict the daily directions of cryptocurrency prices. The historical trading data of Bitcoin, Ethereum, and Cardano were used in the experiments. Nine selected technical indicators were preprocessed into discrete trend data, and they were input into the model together with three additional indicators for training. This study has preliminarily obtained an effective result with price prediction accuracy of the three cryptocurrencies between 61% and 65%.
机器学习方法在股票价格预测中应用已经很长时间了,而比特币等加密货币的价格近年来也越来越受到关注。本文旨在改进适用于股票市场的方法,并尝试将其用于加密货币的价格预测。本文采用简单的三层前馈人工神经网络(ANN)模型来预测加密货币价格的每日走势。实验中使用了比特币、以太坊和卡尔达诺的历史交易数据。将选定的9个技术指标预处理成离散趋势数据,与另外3个指标一起输入模型进行训练。本研究初步获得了有效的结果,三种加密货币的价格预测准确率在61% ~ 65%之间。
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引用次数: 1
PREMA: Part-based REcurrent Multi-view Aggregation Network for 3D Shape Retrieval 基于零件的三维形状检索循环多视图聚合网络
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00065
Jiongchao Jin, Huanqiang Xu, Pengliang Ji, Zehao Tang, Z. Xiong
We propose the Part-based Recurrent Multi-view Aggregation network(PREMA) to eliminate the detrimental effects of the practical view defects, such as insufficient view numbers, occlusions or background clutters, and also enhance the discriminative ability of shape representations. Inspired by the fact that human recognize an object mainly by its discriminant parts, we define the multi-view coherent part(MCP), a discriminant part reoccurring in different views. Our PREMA can reliably locate and effectively utilize MCPs to build robust shape representations. Comprehensively, we design a novel Regional Attention Unit(RAU) in PREMA to compute the confidence map for each view, and extract MCPs by applying those maps to view features. PREMA accentuates MCPs via correlating features of different views, and aggregates the part-aware features for shape representation. Finally, we show extensive evaluations to demonstrate that our method achieves the state-of-the-art accuracy for 3D shape retrieval on ModelNet-40 and ShapeNetCore-55 datasets.
提出了基于部分的循环多视图聚合网络(PREMA),以消除实际视图缺陷(如视图数不足、遮挡或背景杂波)的不利影响,并增强形状表示的判别能力。受人类主要通过物体的判别部分来识别物体的启发,我们定义了多视图连贯部分(multi-view coherent part, MCP),即在不同视图中重复出现的判别部分。我们的PREMA可以可靠地定位和有效地利用mcp来构建鲁棒的形状表示。综合而言,我们在PREMA中设计了一种新的区域注意单元(Regional Attention Unit, RAU)来计算每个视图的置信度图,并通过将这些图应用于视图特征来提取mcp。PREMA通过关联不同视图的特征来强调mcp,并将部件感知特征聚合在一起进行形状表示。最后,我们进行了广泛的评估,以证明我们的方法在ModelNet-40和ShapeNetCore-55数据集上实现了最先进的3D形状检索精度。
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引用次数: 0
Research on Enterprise Optimization Scheme based on Grey Correlation Entropy Weight Method and Multi-Objective Programming 基于灰色关联熵权法和多目标规划的企业优化方案研究
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00069
Xiaolu Jiang, Bin Chen
This paper establishes a comprehensive evaluation model based on entropy weight method and grey correlation analysis method, quantifies the importance of each supplier to the enterprise, and finally gives the ordering and transportation plan of the enterprise in the next 24 weeks. Firstly, four indicators reflecting the characteristics of suppliers are mined based on the order quantity and supply quantity. Then the entropy weight method is used to calculate the weight of each index, and the two methods of normalization, weighting and grey correlation analysis are directly quantified respectively to obtain the most important 50 suppliers. After comparison, it is found that the 5-year supply quantity of suppliers obtained by the entropy-grey correlation analysis model is 4302,643m3, accounting for 97.79% of the total supply quantity of 204 suppliers, which is 3.3% better than the result obtained by direct entropy weight method. Then, the supply quantity of the next 24 weeks is obtained through the time series prediction model and statistical analysis method, and the minimum number of suppliers is 37, as well as the corresponding ordering and transportation plan of the next 24 weeks, and the plan is analyzed through visualization.
本文建立了基于熵权法和灰色关联分析法的综合评价模型,量化了各供应商对企业的重要性,最后给出了企业未来24周的订货和运输计划。首先,基于订货量和供给量挖掘出反映供应商特征的四个指标。然后利用熵权法计算各指标的权重,分别采用归一化、加权和灰色关联分析两种方法直接量化,得到最重要的50家供应商。对比发现,采用熵灰关联分析模型得到的供应商5年供给量为4302,643m3,占204家供应商总供给量的97.79%,比直接熵权法得到的结果提高了3.3%。然后,通过时间序列预测模型和统计分析方法得到未来24周的供应量,最小供应商数量为37家,以及相应的未来24周的订货和运输计划,并通过可视化分析计划。
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引用次数: 0
Charity Supervision Management System Based on Blockchain 基于区块链的慈善监督管理系统
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00109
Xin-an Fan
The charity management system is a vital information management system. the information must be entirely open for society, and anyone has the right to supervise. Therefore, we use the characteristics of the blockchain to be tamper-proof, decentralized, autonomous, observable, verifiable, and information-sharing to develop a secure and robust charity information management system. Use the ring signature mechanism to protect the privacy of supervisors. A charity contract system was developed based on the Ethereum experimental environment, code the traditional charity text contract, storage and execution of contracts both are on the blockchain, which ensures the autonomy and reliability of the charity project and the trustworthiness and credibility. Our system is a novel innovation that can succeed the traditional public platform for charity.
慈善管理系统是一个重要的信息管理系统。信息必须完全向社会公开,任何人都有监督的权利。因此,我们利用区块链防篡改、去中心化、自主化、可观察、可验证、信息共享的特点,开发安全、稳健的慈善信息管理系统。使用环签名机制保护管理员的隐私。基于以太坊实验环境开发慈善合约系统,对传统的慈善文本合约进行编码,合约的存储和执行都在区块链上,保证了慈善项目的自主性和可靠性以及可信赖性和可信性。我们的制度是继承传统公益慈善平台的一种创新。
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引用次数: 1
Research on Tourist Attractions Control Recommendation Scheme Based on User Perception: Take Guangzhou's Conghua tourist attractions as an example 基于用户感知的景区控制推荐方案研究——以广州从化景区为例
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00077
Haiyan Lv, Yizhi Kang, Shanshan Zhang
Guangzhou Conghua is very rich in tourism resources. Many beautiful rural tourism routes and a variety of tourism products have effectively promoted the healthy development of the village economy. In this paper, the dispatching algorithm for controlling the capacity of tourists in tourist attractions is used, combined with the humanistic environment, social security situation and natural scenery perception to estimate the tourists' travel choices. In order to improve the satisfaction of tourists, the tourism supporting facilities and service conditions of scenic spots need to control tourism demand. Therefore, the best tourism plan is selected to achieve the balance of supply and demand and realize the coordinated development of scenic spots, tourists and village economies.
广州从化旅游资源十分丰富。众多美丽的乡村旅游线路和丰富多彩的旅游产品,有力地促进了乡村经济的健康发展。本文采用控制旅游景区游客容量的调度算法,结合人文环境、社会治安状况和自然风光感知,对游客的出行选择进行估计。为了提高游客的满意度,景区的旅游配套设施和服务条件需要对旅游需求进行控制。因此,选择最佳的旅游规划,实现供需平衡,实现景区、游客和村庄经济的协调发展。
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引用次数: 0
Foreign matter detection of coal conveying belt based on machine vision 基于机器视觉的煤炭输送带异物检测
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00062
Yehui Xie, Sun Yu, Ziyang Huang
Because of its complex working environment, most coal mines take belt conveyor as the main transportation equipment. However, in the process of transportation, due to long-time and high-intensity operation, the belt is very easy to be damaged by gangue, iron and other foreign matters doped in coal, resulting in unnecessary losses. Foreign objects in the process of belt transportation can be effectively identified by machine vision. This is of great significance to ensure coal mine safety production, improve transportation efficiency and increase enterprise income.
由于其工作环境复杂,大多数煤矿采用带式输送机作为主要运输设备。但在运输过程中,由于长时间、高强度的操作,输送带极易被煤中掺杂的脉石、铁等异物损坏,造成不必要的损失。带式运输过程中的异物可以通过机器视觉进行有效识别。这对保证煤矿安全生产,提高运输效率,增加企业收入具有重要意义。
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引用次数: 1
Research on Distance and Reputation Coefficient - Pricing Model Based on Population Grouping 基于人口分组的距离与声誉系数定价模型研究
Pub Date : 2021-11-01 DOI: 10.1109/ICCSMT54525.2021.00037
Lisheng Chen, Tianxiang Xie, Yifei Song, Meiqi Wang
This paper mainly aims at the defects of existing pricing schemes to establish a more reasonable pricing system, and excavate the information contained in big data through the sorting of big data. Firstly, this paper analyzes and screens the data. Through correlation analysis, it is found that the pricing scheme only refers to the variables reflecting the distribution density of members, such as the number and distance of members near the target task, but lacks consideration of other variables, especially the reputation of nearby members, Therefore, the reason why a large number of tasks have not been completed is that the pricing scheme of the decision-maker is relatively one-sided, the factors considered only involve the density of the distribution of members, and the lack of consideration of other factors such as members' reputation and members' scheduled task quota. Then, this paper establishes the distance pricing model and the distance and number pricing model; Based on the above two models, a distance and reputation coefficient pricing model based on the number of people grouping is established. Compared with the original scheme, this model scheme considers the reputation value of nearby members and other factors, which is more reliable, and has the advantages of low pricing and high task acceptance.
本文主要针对现有定价方案的缺陷,建立更加合理的定价体系,通过对大数据的整理,挖掘大数据中蕴含的信息。本文首先对数据进行分析和筛选。通过相关分析发现,定价方案只涉及反映成员分布密度的变量,如成员在目标任务附近的数量和距离等,而缺乏对其他变量的考虑,特别是附近成员的声誉,因此,大量任务没有完成的原因是决策者的定价方案相对片面。考虑的因素只涉及到成员的分布密度,而没有考虑到其他因素,如成员的声誉和成员的计划任务配额。然后,建立了距离定价模型和距离与人数定价模型;在上述两个模型的基础上,建立了基于分组人数的距离声誉系数定价模型。与原方案相比,该模型方案考虑了附近成员的信誉值等因素,更加可靠,具有定价低、任务接受度高的优点。
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引用次数: 0
期刊
2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)
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