Pub Date : 2021-11-01DOI: 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%.
{"title":"Predicting Price Direction of Cryptocurrency Using Artificial Neural Networks","authors":"Wenbo Ye","doi":"10.1109/ICCSMT54525.2021.00047","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00047","url":null,"abstract":"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%.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123375374","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}
Pub Date : 2021-11-01DOI: 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.
{"title":"Research on Distance and Reputation Coefficient - Pricing Model Based on Population Grouping","authors":"Lisheng Chen, Tianxiang Xie, Yifei Song, Meiqi Wang","doi":"10.1109/ICCSMT54525.2021.00037","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00037","url":null,"abstract":"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.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123458379","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}
Pub Date : 2021-11-01DOI: 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.
{"title":"Charity Supervision Management System Based on Blockchain","authors":"Xin-an Fan","doi":"10.1109/ICCSMT54525.2021.00109","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00109","url":null,"abstract":"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.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129861739","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCSMT54525.2021.00051
Guanghua Zhao, Tao Yang, Dongmei Fu
In order to avoid the curse of dimensionality, which is often encountered in big data analysis, manifold learning assumes that high-dimensional data is embedded in a low-dimensional smooth manifold. However, in practical applications, the data sets often contain inevitable noise, and the manifold learning algorithm itself is often sensitive to noise. Therefore, in order to reduce the interference of noise to the manifold learning algorithm, we propose a new projective noise reduction algorithm based on Laplacian smoothing. The main idea of this algorithm is to perform Laplacian smoothing on a data set before projection of the sample points, so that the data set can present expected manifold structure, which solves the problem that the sample points are too scattered and deviated from the main manifold well. In avoid of the over-smoothing problem caused by Laplacian smoothing algorithm, we propose to control the number of iterations based on the variance reduction. The experimental results show that the proposed algorithm can reduce the noise as well as maintain the manifold structure, and the noise reduction effect is superior to the traditional noise reduction algorithm.
{"title":"A Projective Noise Reduction Algorithm Based on Laplacian Smoothing","authors":"Guanghua Zhao, Tao Yang, Dongmei Fu","doi":"10.1109/ICCSMT54525.2021.00051","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00051","url":null,"abstract":"In order to avoid the curse of dimensionality, which is often encountered in big data analysis, manifold learning assumes that high-dimensional data is embedded in a low-dimensional smooth manifold. However, in practical applications, the data sets often contain inevitable noise, and the manifold learning algorithm itself is often sensitive to noise. Therefore, in order to reduce the interference of noise to the manifold learning algorithm, we propose a new projective noise reduction algorithm based on Laplacian smoothing. The main idea of this algorithm is to perform Laplacian smoothing on a data set before projection of the sample points, so that the data set can present expected manifold structure, which solves the problem that the sample points are too scattered and deviated from the main manifold well. In avoid of the over-smoothing problem caused by Laplacian smoothing algorithm, we propose to control the number of iterations based on the variance reduction. The experimental results show that the proposed algorithm can reduce the noise as well as maintain the manifold structure, and the noise reduction effect is superior to the traditional noise reduction algorithm.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129274722","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}
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.
{"title":"Econometric Analysis of Chinese Urban Residents' Consumption Based on Regression Analysis","authors":"Ying Zhong, Jiawei Yao, Yan Xu, Zhirui Zhou, Yuqing Xiao, Qiyu Gu","doi":"10.1109/ICCSMT54525.2021.00061","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00061","url":null,"abstract":"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.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116511013","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCSMT54525.2021.00014
Shen Huang, Cancan Wang, Yuqin Wang
In order to achieve the goal of dual-carbon, manufacturing companies promote green transformation actively by exploring low-carbon technologies and increasing innovational investments. According to the production characteristics of manufacturing enterprises, this paper selects a typical three-level supply chain system as the research object, and establishes a differential dynamic model of low-carbon technology innovation cooperation strategy. Then the low-carbon technology input level and income level of each member company under different cooperation strategies are deduced. Finally, MATLAB is used for simulation analysis. The results show that in non-cooperative situations, when system manufacturers adopt cost-sharing strategies, they play a positive incentive role for the entire supply chain system, which increasing a certain percentage of low-carbon technology innovation investment and even preceeds of equipment suppliers and component suppliers. The overall low-carbon innovation input level and benefits of the supply chain can be maximized when each member company in the supply chain system adopts cooperative strategy.
{"title":"Model and Analysis of Low-carbon Innovation Investment Level of Complex Product Manufacturing Enterprises Based on Differential Game","authors":"Shen Huang, Cancan Wang, Yuqin Wang","doi":"10.1109/ICCSMT54525.2021.00014","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00014","url":null,"abstract":"In order to achieve the goal of dual-carbon, manufacturing companies promote green transformation actively by exploring low-carbon technologies and increasing innovational investments. According to the production characteristics of manufacturing enterprises, this paper selects a typical three-level supply chain system as the research object, and establishes a differential dynamic model of low-carbon technology innovation cooperation strategy. Then the low-carbon technology input level and income level of each member company under different cooperation strategies are deduced. Finally, MATLAB is used for simulation analysis. The results show that in non-cooperative situations, when system manufacturers adopt cost-sharing strategies, they play a positive incentive role for the entire supply chain system, which increasing a certain percentage of low-carbon technology innovation investment and even preceeds of equipment suppliers and component suppliers. The overall low-carbon innovation input level and benefits of the supply chain can be maximized when each member company in the supply chain system adopts cooperative strategy.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125683314","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCSMT54525.2021.00030
Yuzhen Hu, Han Yan
For ship disruption management problems, this paper has analyzed from ship routing and disrupted container recovery. First of all, this paper has divided container transport mode into direct containers and transfer containers. Then according to different ship route recovery measures, it is analyzed the recovery scheme of direct container and transfer container. This paper has designed improved genetic algorithm which is embedded speed optimization algorithm for solving liner disruption management model. This paper solves the liner disruption management model using the relevant ship navigation schedule data from COSCO. Finally, this paper verifies the effectiveness of the liner disruption management model method and provides relevant reference to the liner company.
{"title":"Research on Ship Route and Container Disruption Recovery","authors":"Yuzhen Hu, Han Yan","doi":"10.1109/ICCSMT54525.2021.00030","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00030","url":null,"abstract":"For ship disruption management problems, this paper has analyzed from ship routing and disrupted container recovery. First of all, this paper has divided container transport mode into direct containers and transfer containers. Then according to different ship route recovery measures, it is analyzed the recovery scheme of direct container and transfer container. This paper has designed improved genetic algorithm which is embedded speed optimization algorithm for solving liner disruption management model. This paper solves the liner disruption management model using the relevant ship navigation schedule data from COSCO. Finally, this paper verifies the effectiveness of the liner disruption management model method and provides relevant reference to the liner company.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125346217","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}
Pub Date : 2021-11-01DOI: 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。
{"title":"PREMA: Part-based REcurrent Multi-view Aggregation Network for 3D Shape Retrieval","authors":"Jiongchao Jin, Huanqiang Xu, Pengliang Ji, Zehao Tang, Z. Xiong","doi":"10.1109/ICCSMT54525.2021.00065","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00065","url":null,"abstract":"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.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121531140","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCSMT54525.2021.00012
Shuang Shi, C. Nie
On the background of more and more demands for the evaluation of municipal engineering projects, the benefits of municipal engineering are paid more and more attention, and, at present, the research focus in the field of engineering is more on the benefit of single index than comprehensive evaluation benefits, this paper puts forward the concept of “comprehensive benefit” evaluation of municipal engineering based on various indicators of comprehensive engineering benefits. This paper puts forward an evaluation model of comprehensive benefits of municipal projects based on triangular fuzzy number and fuzzy comprehensive evaluation method, which can carry out post evaluation of comprehensive benefits of various municipal projects under various modes such as PPP, BT and BOT. Through example demonstration, it is proved that the evaluation model is scientific, practical and operable, which provides favorable engineering measures for the sustainable development of the city and the construction of a resource-saving and City friendly society.
{"title":"Research on comprehensive benefit evaluation model of municipal engineering based on triangular fuzzy number and fuzzy comprehensive evaluation","authors":"Shuang Shi, C. Nie","doi":"10.1109/ICCSMT54525.2021.00012","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00012","url":null,"abstract":"On the background of more and more demands for the evaluation of municipal engineering projects, the benefits of municipal engineering are paid more and more attention, and, at present, the research focus in the field of engineering is more on the benefit of single index than comprehensive evaluation benefits, this paper puts forward the concept of “comprehensive benefit” evaluation of municipal engineering based on various indicators of comprehensive engineering benefits. This paper puts forward an evaluation model of comprehensive benefits of municipal projects based on triangular fuzzy number and fuzzy comprehensive evaluation method, which can carry out post evaluation of comprehensive benefits of various municipal projects under various modes such as PPP, BT and BOT. Through example demonstration, it is proved that the evaluation model is scientific, practical and operable, which provides favorable engineering measures for the sustainable development of the city and the construction of a resource-saving and City friendly society.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127522195","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}
Pub Date : 2021-11-01DOI: 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.
{"title":"Research on Tourist Attractions Control Recommendation Scheme Based on User Perception: Take Guangzhou's Conghua tourist attractions as an example","authors":"Haiyan Lv, Yizhi Kang, Shanshan Zhang","doi":"10.1109/ICCSMT54525.2021.00077","DOIUrl":"https://doi.org/10.1109/ICCSMT54525.2021.00077","url":null,"abstract":"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.","PeriodicalId":304337,"journal":{"name":"2021 2nd International Conference on Computer Science and Management Technology (ICCSMT)","volume":"159 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127421406","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}
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