2018 International Conference on Management Science and Engineering (ICMSE)最新文献_第2页

Study on the Environmental Innovation Capability Evaluation Model of Manufacturing Enterprises Based on Entropy Weight TOPSIS-BP Neural Network and Empirical Research 基于熵权TOPSIS-BP神经网络的制造企业环境创新能力评价模型及实证研究

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8745309

Jianzhong Xu, Ying Sun

{"title":"Study on the Environmental Innovation Capability Evaluation Model of Manufacturing Enterprises Based on Entropy Weight TOPSIS-BP Neural Network and Empirical Research","authors":"Jianzhong Xu, Ying Sun","doi":"10.1109/ICMSE.2018.8745309","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8745309","url":null,"abstract":"In order to objectively and accurately evaluate the environmental innovation capability of manufacturing enterprises, this study establishes an evaluation indicator system of environmental innovation ability of manufacturing enterprises. We propose the evaluation model of environmental innovation capability of manufacturing enterprises based on the integrated learning algorithm which is entropy weight TOPSIS and BP neural network. First, the entropy weight method is employed to calculate the weighted index and comprehensive evaluation of environmental innovation capability of manufacturing enterprises by TOPSIS method. Then, the evaluation value is used as a priori sample for the training and testing of BP neural network. The environmental innovation ability of the manufacturing enterprises is analyzed and evaluated in a more comprehensive way. Furthermore, an empirical evaluation of the sixty enterprises in Heilongjiang Province is taken as the example to illustrate the feasibility of this method. And the environmental innovation capability of enterprises is comparatively analyzed. The validity of the prediction model was verified by comparing the proposed the entropy weight TOPSIS-BP neural network regression fitting algorithms. The results show that the evaluation results based on entropy weight TOPSIS-BP neural network model is more accurate and reliable than the existing methods. In addition, it provides theoretical suggestions for further improving the environmental innovation capability of manufacturing enterprises in China.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"16 1","pages":"121-129"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88170323","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: 2

An Analysis of Heuristic Behavior in NIMBY Conflicts Based on Evolutionary Game Theory 基于进化博弈论的邻避冲突中的启发式行为分析

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8744704

Xueguang Lyu, Hui-min Liu, Feng Xu

{"title":"An Analysis of Heuristic Behavior in NIMBY Conflicts Based on Evolutionary Game Theory","authors":"Xueguang Lyu, Hui-min Liu, Feng Xu","doi":"10.1109/ICMSE.2018.8744704","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8744704","url":null,"abstract":"The accelerating process of urbanization has expanded the citizens’ demands of integral NIMBY(Not-In-My-Back-Yard) facilities in their daily life, which in turn leads to a series of NIMBY conflicts, thus affected social stability as well as the effective construction of public facilities severely. The resistance feeling in the surrounding general public, who are the primary stakeholders of NIMBY facilities, is likely to make them misjudge the project, thus oppose the construction and operation of the project. To better depict the public’s heuristic behavior in the decision-making process, this paper considering heuristic bias, presents an evolutionary game model between the public and the government. Then it analyzes the stable strategy according to replicator dynamics equation. Further, it aims to discuss the effect of heuristic bias coefficient, environmental loss compensation and financial compensation difference on the Evolutionary Stable Strategy(ESS) through MATLAB simulations. The results show that the existence of heuristic bias may turn the public’s behavior from cooperation to resistance, while in the meantime, increasing the financial compensation difference can offset the impact of heuristic bias to a certain degree. Finally, this paper offers policy recommendations from the perspective of reducing heuristic bias and providing financial support, in order to ensure the construction and operation of NIMBY facilities smoothly while maximizing their social benefits.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"20 1","pages":"360-370"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87703096","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

Industrialization and Economic Growth in China: A Panel Test of Kaldor’s Growth Laws 工业化与中国经济增长:卡尔多增长规律的面板检验

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8745087

Qiu Yu, Zhongling Qi, Yongfang Yu

引用次数: 2

Optimization Management of Charitable Organizations’ Participation in Social Assistance in China 中国慈善组织参与社会救助的优化管理

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8744752

Zhong-wei Song, Hong-Xia Wang

{"title":"Optimization Management of Charitable Organizations’ Participation in Social Assistance in China","authors":"Zhong-wei Song, Hong-Xia Wang","doi":"10.1109/ICMSE.2018.8744752","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8744752","url":null,"abstract":"Social assistance is the basic guarantee for maintaining social stability, optimizing urban governance and promoting sustainable development. The participation of charitable organizations in social assistance is a trend around the world. However, charitable organizations start late in China. There are many difficulties for charitable organizations to participate in social assistance. In this paper, 36 representative charitable organizations are selected as samples, and the method of Data Envelopment Analysis (DEA) is used to analyze the relative efficiency of charitable organizations’ participation in social assistance during 2013-2016. The results show that although the overall efficiency of charitable organizations has been improved during the study period, the average efficiency is low. Further, the panel regression model is used to analyze the factors that affect Chinese charitable organizations’ participation in social assistance. Based on the results, several measures are suggested to be taken to optimize charitable organizations’ participation in social assistance, including enhancing fund-raising capacity of charitable organizations, increasing government’s support, improving the quality of staff of charitable organizations, and strengthening the supervision of charitable organizations’ participation in social assistance*.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"6 6","pages":"418-424"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72575063","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

Evaluation of the Efficiency of Chinese Makerspace Operation Based on Double-creation Background 双创背景下的中国创客空间运营效率评价

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8745260

Li Xu, Wencang Hu, Xiao-yan Guan

{"title":"Evaluation of the Efficiency of Chinese Makerspace Operation Based on Double-creation Background","authors":"Li Xu, Wencang Hu, Xiao-yan Guan","doi":"10.1109/ICMSE.2018.8745260","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8745260","url":null,"abstract":"In recent years, China’s economy in the global economic downturn in the environment, still in a relatively rapid growth, and China launched a \"mass entrepreneurship, innovation\" policy is inseparable. At the same time, makerspace is a new generation of incubator platform which is put forward under the background of double creation, and the inefficient operation is the problem to be solved urgently. In this paper, the Data Envelopment Analysis (DEA) method is used as the research tool, according to the statistic data of the latest 2017 China Torch Statistics Yearbook, this paper evaluates and analyzes the efficiency of the makerspace operation in 30 provinces and cities of China in 2016 from four aspects of technical efficiency, pure technical efficiency, scale efficiency and projection analysis. The results show that: the technical efficiency of 30 provinces and cities in China is 0.847, the overall level is good, but not DEA effective accounted for the total area of 63.33%, of which scale efficiency is the main cause of technical efficiency. On the other hand, there are 14 provinces with varying degrees of input redundancy or insufficient output, the number of practitioners, the number of working places, the number of entrepreneurial instructors and other aspects of the input redundancy is the main cause of the non-DEA effective. Based on the above conclusions, this paper mainly puts forward 4 key countermeasures for the Government and related enterprises to provide reference for the operation and management of the Chinese provinces and cities.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"17 1","pages":"47-53"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85168664","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

Exploring the Influencing Factors of the Diffusion of Electric Vehicles Sharing Service in Shanghai Using Fuzzy Cognitive Maps 基于模糊认知地图的上海电动汽车共享服务扩散影响因素研究

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8745202

P. Tian, Tieju Ma, Hongbin Yan

{"title":"Exploring the Influencing Factors of the Diffusion of Electric Vehicles Sharing Service in Shanghai Using Fuzzy Cognitive Maps","authors":"P. Tian, Tieju Ma, Hongbin Yan","doi":"10.1109/ICMSE.2018.8745202","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8745202","url":null,"abstract":"With the increasing of environmental pollution, traffic jams and parking problems, people have begun to look for low-carbon travel ways. At the same time, the development of information technologies such as mobile internet, third-party payment, and GPS positioning, has provided a foundation for the emergence of travel sharing services. As a new industry, the diffusion of travel sharing services in cities is the focus of enterprises and government. This article takes the electric vehicle sharing service as an example to carry out the study. Starting from government, enterprises and the users, we collect and analyze the factors that affect the diffusion of the electric vehicle sharing service. Fuzzy cognitive map is a technique for analyzing complex decision-making problems and we use it to identify the key factors affecting the diffusion of electric vehicle sharing service in this study. Simulations of the diffusion is based on the current state of electric vehicle sharing service in Shanghai. The results show that different stakeholder groups have different views and identify different factors as driving factors for the diffusion of electric vehicle sharing services. The simulations have indicated that the model developed based on fuzzy cognitive maps is more sensitive to political factors.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"9 1","pages":"497-504"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85173762","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 Developing the Cultivation of Innovative Talents in China under the Fourth Industrial Revolution 第四次工业革命背景下中国创新人才培养研究

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8744945

Jingyu Yin, Yi Su

引用次数: 1

Research on Online Shopper Behavior Pattern Based on a Dynamic Architecture Neural Networks and Genetic Algorithm 基于动态结构神经网络和遗传算法的网上购物者行为模式研究

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8744857

Chong Wang, Yanqing Wang, Jiuling Xiao

{"title":"Research on Online Shopper Behavior Pattern Based on a Dynamic Architecture Neural Networks and Genetic Algorithm","authors":"Chong Wang, Yanqing Wang, Jiuling Xiao","doi":"10.1109/ICMSE.2018.8744857","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8744857","url":null,"abstract":"With the development of Internet, electronic commerce develops rapidly and grows strong. Today, it is very important for consumers to buy products by online shopping. Particularly, more and more consumers do shopping by mobile. However, the many researches indicate consumers often access the websites for shopping, and they give up their purchase viewpoint in the end. What factors influence consumer’s willingness to buy? To solve the problem, a novel and efficient algorithm is presented in this paper. The algorithm is excellent in modeling dynamic architecture by neural networks. In addition, a data mining algorithm which extracts relational rules from data records is proposed too. Genetic algorithm is used in this mining algorithm. Most of traditionary neural network architectures are arbitrary. Before train of neural network, firstly, the algorithm fixes the number for hidden layer and node. However, in this new algorithm, the numbers are dynamically produced. Moreover, the paper presented a novel genetic algorithm whose computation is simple. The optimal values of chromosome (input attributes), xm, is found by use of the genetic algorithm. The achieved results confirm the presented algorithms are efficient and novel.","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"92 1","pages":"473-479"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85648339","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

Microblog-Oriented Public "Mass Innovation and Entrepreneurship" Hotspot Identification and Sentiment Analysis and Policy Suggestions 面向微博的公众“双创”热点识别与情感分析及政策建议

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8744981

Lu-cheng Huang, Yunhai Zhao, Chun-wen Liu, Fei-fei Wu, Xiao-yu Li

{"title":"Microblog-Oriented Public \"Mass Innovation and Entrepreneurship\" Hotspot Identification and Sentiment Analysis and Policy Suggestions","authors":"Lu-cheng Huang, Yunhai Zhao, Chun-wen Liu, Fei-fei Wu, Xiao-yu Li","doi":"10.1109/ICMSE.2018.8744981","DOIUrl":"https://doi.org/10.1109/ICMSE.2018.8744981","url":null,"abstract":"In order to obtain a wider public view on the Mass Innovation and Entrepreneurship policy and provide the basis for perfecting relevant policies, this paper proposes the method of hotspot identification and emotion analysis based on microblog, that is, based on the definition of microblog heat, the method first screens out popular microblogs that arouses the social attentions; and then pre-process the microblog about \"Mass Innovation and Entrepreneurship\" of hot microblogs, identify hot words, construct co-word matrix and dissimilarity matrix with the hierarchical clustering method, thus identify the hotspot of hot microblogs on \"Mass Innovation and Entrepreneurship\". On the basis of extending the existing emotional dictionary, the emotion analysis method based on dictionary and rule is adopted to analyze the hotspots of microblog. The results show that the emotion classification method based on the extended emotional dictionary improves the accuracy by about 14% with respect to the emotion classification without emotional dictionary extension, and better effect is obtained. This method is applied in the analysis of the Mass Innovation and Entrepreneurship policy, which proves that the proposed public concerned hotspot identification analysis method and the emotion classification method are feasible, and the suggestion of perfecting the Mass Innovation and Entrepreneurship policy is put forward.1","PeriodicalId":6847,"journal":{"name":"2018 International Conference on Management Science and Engineering (ICMSE)","volume":"70 1","pages":"138-148"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88192055","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

Carbon Information Disclosure of Paper Making Industry Based on Index Analysis Method and Its Impacts on Green Credit 基于指标分析法的造纸行业碳信息披露及其对绿色信贷的影响

2018 International Conference on Management Science and Engineering (ICMSE) Pub Date : 2018-08-01 DOI: 10.1109/ICMSE.2018.8745237

Jingyan Ma, Qiao Xu

引用次数: 0