Taking 68 national wetland parks(including pilot sites)in Shandong Province as the research objects,three time sections of 2011,2014 and 2017 were selected,to analyze the spatial distribution characteristics of nation...Taking 68 national wetland parks(including pilot sites)in Shandong Province as the research objects,three time sections of 2011,2014 and 2017 were selected,to analyze the spatial distribution characteristics of national wetland parks in Shandong Province by using geographic concentration index,imbalance index and standard deviation ellipse method,and explore the infl uencing factors by using SPSS stepwise regression analysis.The results show that the spatial distribution of national wetland parks is extensive but unbalanced,with more in central Shandong and less in eastern Shandong,and the distribution of other regions is relatively uniform.National wetland parks in Shandong Province are distributed along the northeast-southwest direction and are increasingly moving east-west direction.The impacts of natural factors such as topography,hydrology and climate on the spatial distribution of national wetland parks are consistent.At the same time,human factors such as economic environment,traffi c accessibility and population status also play an important driving role.展开更多
Big Data and artificial intelligence are used to transform businesses.Social networking sites have given a new dimension to online data.Social media platforms help gather massive amounts of data to reach a wide variet...Big Data and artificial intelligence are used to transform businesses.Social networking sites have given a new dimension to online data.Social media platforms help gather massive amounts of data to reach a wide variety of customers using influence maximization technique for innovative ideas,products and services.This paper aims to develop a deep learning method that can identify the influential users in a network.This method combines the various aspects of a user into a single graph.In a social network,the most influential user is the most trusted user.These significant users are used for viral marketing as the seeds to influence other users in the network.The proposed method combines both topical and topological aspects of a user in the network using collaborativefiltering.The proposed method is DeepWalk based Influence Maximization(DWIM).The proposed method was able tofind k influential nodes with computable time using the algorithm.The experiments are performed to assess the proposed algorithm,and centrality measures are used to compare the results.The results reveal its performance that the proposed method canfind k influential nodes in computable time.DWIM can identify influential users,which helps viral marketing,outlier detection,and recommendations for different products and services.After applying the proposed methodology,the set of seed nodes gives maximum influence measured with respect to different centrality measures in an increased computable time.展开更多
To develop and protect traditional villages reasonably, this paper applied Arc GIS Spatial Analyst Tools to analyze spatial distribution and infl uence factors of 101 traditional villages in Hunan Province. The resear...To develop and protect traditional villages reasonably, this paper applied Arc GIS Spatial Analyst Tools to analyze spatial distribution and infl uence factors of 101 traditional villages in Hunan Province. The research showed the agglomerate distribution of traditional villages in Hunan; from the city scale, distribution of traditional villages was concentrated mainly in West Hunan Tujia Nationality Autonomous Prefecture, Chenzhou, Yongzhou, Huaihua and Shaoyang; concentrated distribution of traditional villages in the fi ve major geographic regions showed poor equilibrium, West Hunan had the most concentrated traditional villages, and South Hunan has the second most; relatively closed regional environment, perilous hills, inconvenient transportation, and underdeveloped social economy contributed to the protection of traditional villages, and they were all signifi cant infl uence factors for the distribution of traditional villages in Hunan.展开更多
In this paper, we conduct research on the infl uence of macroeconomic management of the enterprise from the perspective of general analysis of inertial. Enterprise economic management and economic development is the r...In this paper, we conduct research on the infl uence of macroeconomic management of the enterprise from the perspective of general analysis of inertial. Enterprise economic management and economic development is the relationship between the local and global, between enterprises is global economic development, guide and lead the enterprise smooth and orderly economic management; Enterprise economic management is local while the collaboration and auxiliary enterprise economic development. Only under the guidance of holistic view of the enterprise economic development, the enterprise economic management was able to fi nd right direction. Actively explore peopleoriented human resources management system, new measures. People-oriented human resources management of new system, new initiatives, and throughout its intrinsic nature factors to respect, understanding, and give full play to the role of the basic guiding ideology. Our research provides the new paradigm.展开更多
In this paper, we conduct research on the sphere of the infl uence of the core value of basic Confucianism under the perspective of life view and values. Value pluralism, as a kind of general phenomenon, the progress ...In this paper, we conduct research on the sphere of the infl uence of the core value of basic Confucianism under the perspective of life view and values. Value pluralism, as a kind of general phenomenon, the progress of the social values in the value of awakening diversifi ed value orientation, expanded the value choice and choice of the degrees of the freedom at the same time that caused the phenomenon such as value confl ict, value confl ict as make people in social life has a value lost and confused. Value is to reveal the external relationship between the signifi cance of the objective world to meet the needs of the people that serve as a specifi c attributes of the object to the subject needs. We integrate the Confucianism to introduce our understanding of the core value that will promote further development of the science and society management.展开更多
基金Sponsored by National Social Science Fund Project(18BJL062).
文摘Taking 68 national wetland parks(including pilot sites)in Shandong Province as the research objects,three time sections of 2011,2014 and 2017 were selected,to analyze the spatial distribution characteristics of national wetland parks in Shandong Province by using geographic concentration index,imbalance index and standard deviation ellipse method,and explore the infl uencing factors by using SPSS stepwise regression analysis.The results show that the spatial distribution of national wetland parks is extensive but unbalanced,with more in central Shandong and less in eastern Shandong,and the distribution of other regions is relatively uniform.National wetland parks in Shandong Province are distributed along the northeast-southwest direction and are increasingly moving east-west direction.The impacts of natural factors such as topography,hydrology and climate on the spatial distribution of national wetland parks are consistent.At the same time,human factors such as economic environment,traffi c accessibility and population status also play an important driving role.
文摘Big Data and artificial intelligence are used to transform businesses.Social networking sites have given a new dimension to online data.Social media platforms help gather massive amounts of data to reach a wide variety of customers using influence maximization technique for innovative ideas,products and services.This paper aims to develop a deep learning method that can identify the influential users in a network.This method combines the various aspects of a user into a single graph.In a social network,the most influential user is the most trusted user.These significant users are used for viral marketing as the seeds to influence other users in the network.The proposed method combines both topical and topological aspects of a user in the network using collaborativefiltering.The proposed method is DeepWalk based Influence Maximization(DWIM).The proposed method was able tofind k influential nodes with computable time using the algorithm.The experiments are performed to assess the proposed algorithm,and centrality measures are used to compare the results.The results reveal its performance that the proposed method canfind k influential nodes in computable time.DWIM can identify influential users,which helps viral marketing,outlier detection,and recommendations for different products and services.After applying the proposed methodology,the set of seed nodes gives maximum influence measured with respect to different centrality measures in an increased computable time.
基金Sponsored by National Science Foundation of China(41571161,41271167)Innovative Research Group Fund of Hunan Provincial Natural Science Foundation(12JJ7003)China Postdoctoral Fund Project(2014M560611)
文摘To develop and protect traditional villages reasonably, this paper applied Arc GIS Spatial Analyst Tools to analyze spatial distribution and infl uence factors of 101 traditional villages in Hunan Province. The research showed the agglomerate distribution of traditional villages in Hunan; from the city scale, distribution of traditional villages was concentrated mainly in West Hunan Tujia Nationality Autonomous Prefecture, Chenzhou, Yongzhou, Huaihua and Shaoyang; concentrated distribution of traditional villages in the fi ve major geographic regions showed poor equilibrium, West Hunan had the most concentrated traditional villages, and South Hunan has the second most; relatively closed regional environment, perilous hills, inconvenient transportation, and underdeveloped social economy contributed to the protection of traditional villages, and they were all signifi cant infl uence factors for the distribution of traditional villages in Hunan.
文摘In this paper, we conduct research on the infl uence of macroeconomic management of the enterprise from the perspective of general analysis of inertial. Enterprise economic management and economic development is the relationship between the local and global, between enterprises is global economic development, guide and lead the enterprise smooth and orderly economic management; Enterprise economic management is local while the collaboration and auxiliary enterprise economic development. Only under the guidance of holistic view of the enterprise economic development, the enterprise economic management was able to fi nd right direction. Actively explore peopleoriented human resources management system, new measures. People-oriented human resources management of new system, new initiatives, and throughout its intrinsic nature factors to respect, understanding, and give full play to the role of the basic guiding ideology. Our research provides the new paradigm.
文摘In this paper, we conduct research on the sphere of the infl uence of the core value of basic Confucianism under the perspective of life view and values. Value pluralism, as a kind of general phenomenon, the progress of the social values in the value of awakening diversifi ed value orientation, expanded the value choice and choice of the degrees of the freedom at the same time that caused the phenomenon such as value confl ict, value confl ict as make people in social life has a value lost and confused. Value is to reveal the external relationship between the signifi cance of the objective world to meet the needs of the people that serve as a specifi c attributes of the object to the subject needs. We integrate the Confucianism to introduce our understanding of the core value that will promote further development of the science and society management.