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Compensatory Damages in Personal Information Public Interest Litigation in China: Challenges and Prospects
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作者 Qi Haixia 《科技与法律(中英文)》 CSSCI 2024年第6期138-148,共11页
In contrast to private interest litigation,public interest litigation provides a more potent solution to personal information infringements marked by extensive scope,unspecified victims,and limited individual loss.How... In contrast to private interest litigation,public interest litigation provides a more potent solution to personal information infringements marked by extensive scope,unspecified victims,and limited individual loss.However,com⁃pensatory damages remain a contentious issue,both in theory and in practice,within the legal framework of personal in⁃formation public interest litigation.Through an empirical study conducted within China's judicial practice,this paper reveals that the pending issue concerning the nature and function of compensatory damages has caused highly contra⁃dictory verdicts regarding their calculation and allocation,as well as their relationship with other forms of pecuniary li⁃abilities.Only by acknowledging the role of compensatory damages imposed in personal information public interest liti⁃gation as"Skimming off Excess Profits",and affirming their function as deterrence rather than compensation can they truly achieve the broader objective of safeguarding personal information security and promoting public welfare,as well as avoid disrupting the harmony of the existing legal landscape. 展开更多
关键词 personal information protection compensatory damages public interest litigation skimming-off excess profits equal liability
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On the Plaintiff's Subject Qualification for Environmental Public Interest Litigation Instituted by People's Procuratorates 被引量:1
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作者 Mei Hong Yin Yanjie 《Chinese Journal of Population,Resources and Environment》 2011年第1期91-96,共6页
Although it is not the main duty for the People's Procuratorate to institute environmental public interest litigation proceedings, the existence of "reserve" prosecution right of plaintiff not only is be... Although it is not the main duty for the People's Procuratorate to institute environmental public interest litigation proceedings, the existence of "reserve" prosecution right of plaintiff not only is beneficial to timely prevention and cure of environmental damage, but also contributes indispensable judicial supervision force to the environmental legality construction. In order to safeguard environmental public interests, many local prosecutorial organizations have practiced environmental public interests litigation. Since Chinese law has not made explicit stipulation on the function of the People's Procuratorate instituting environmental public interest litigation, the plaintiff's subject qualification for environmental public interest litigation instituted by the People's Procuratorate is still in question. In order to propel the People's Procuratorate to completely and fully exercise their power of supervision and prosecution, there shall be corresponding legislation that provides powerful guarantee for the People's Procuratorate instituting environmental public interest litigation. 展开更多
关键词 the people's procuratorate environmental public interest litigation the plaintiff's subject qualification
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Research on Environmental Public Interest Litigation in Taiwan
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作者 Chen Mingtsung 《Meteorological and Environmental Research》 CAS 2015年第7期41-45,51,共6页
As germination and rise of public environmental awareness in Taiwan, large-scale air pollution, water pollution, noise, land subsidence and other public hazards harming human health and living environment caused by va... As germination and rise of public environmental awareness in Taiwan, large-scale air pollution, water pollution, noise, land subsidence and other public hazards harming human health and living environment caused by various production or consumption activities are generated. Facing the situation of environment increasingly aggravates, environmental public interest litigation system is constructed. First, Article 9 of Administrative Procedure Law stipulates public interest litigation;then ,Article 34 of Environmental Basic Law cleady stipulates important elements of public interest litigation. In the research, taking the first environmental public interest litigation in Taiwan as the example, collusion process between government and developer, and private environmental protection groups finally obtaining victory through the continuous effort and litigation are illustrated, thereby uncovering so-called "legal" saying by government and developer. Environmental maintenance and improvement is the duty of every citizen should do, but not only the duty of govemment, which is mentality of environmental public interest litigation development should have and road must take. 展开更多
关键词 public interest litigation Citizen litigation Administrative litigation Environmental litigation Environmental Basic Law
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The Criminal Law of Public Order as a Guardian of Public Interest in Terrorist Acts Scenario
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作者 Altin Shegani 《Sociology Study》 2013年第3期172-181,共10页
Promotion of a model of the criminal law of public order represents an important point of reflection in criminal law doctrine. Public order, as a juridical good, has many predispositions to be exposed to criminal acti... Promotion of a model of the criminal law of public order represents an important point of reflection in criminal law doctrine. Public order, as a juridical good, has many predispositions to be exposed to criminal activity, and in this point of view, its special protection through criminal law norms constitutes a major concern of criminal legislation objectives. Criminal legislation (as a regulatory and modifying tool within society) is an intelligent social product It is a concrete expression of the important contribution of society in ensuring qualitative and quantitative relations of the model of public order. The latter finds expression as the object of a subjective right, which cannot be divided from the affirmation made by criminal legislation as a primary juridical good. In this context, the model of public order is associated with that of protection of general interest, in the subjective sense of the right to punish (ius puniendO, implemented by state authorities. In their universal meaning, all criminal offences in one way or another affect the normal functioning of public order, but terrorist acts can violate or impinge upon public order more closely and specifically. While affecting the designated model of public order, terrorist crimes put in question the architecture of the rule of law. In response to the mechanisms of terrorist offences, two main criminalization techniques are elaborated: (1) the classical technique of criminalization; and (2] the enumerative technique of criminalization. Criminal sanctions, by which the repression of this criminal vector is carried out, aim at ensuring not only the survival of human society, but also its cardinal values and interests, as well as the technical and scientific progress. 展开更多
关键词 Criminal law public order juridical good individual freedom public interest
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Administrative Law Studies policy based on public interest
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作者 Xiao LIANG 《International Journal of Technology Management》 2014年第9期90-92,共3页
From the aspect of administrative law to analyze the needs of the "public interest", evaluate the study of traditional administrative law definition of "public interest" extensive oversight and administrative miss... From the aspect of administrative law to analyze the needs of the "public interest", evaluate the study of traditional administrative law definition of "public interest" extensive oversight and administrative mission and different levels of resistance, from the perspective of administrative policy on science policy the role of the administrative process of the formation of the special nature of administrative law, reflecting the interests of the mechanism of the modem state, the role of public opinion and how to grasp the meaning of the people said that other issues were discussed, in order to reveal the modem administrative law, research must pay attention to the value and benefits of diversification, the complexity of the method. 展开更多
关键词 public interest ADMINISTRATIVE RESEARCH
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Compulsory Licensing of Pharmaceutical Patents System from the Perspective of Public Interest-Public Health in China
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作者 Zhang Yubo Yuan Hongmei 《Asian Journal of Social Pharmacy》 2020年第1期7-15,共9页
Objective To study the types and acquisition paths of drug data in the administrative act of compulsory licensing of pharmaceutical patents so as to provide data support for the implementation of compulsory licensing ... Objective To study the types and acquisition paths of drug data in the administrative act of compulsory licensing of pharmaceutical patents so as to provide data support for the implementation of compulsory licensing of pharmaceutical patents from the perspective of public interest-public health in China.Methods Situation of compulsory licensing of pharmaceutical patents in the context of public interest-public health in China was selected,combined with international conventions and the principle provisions of relevant laws,and cases of compulsory licensing of pharmaceutical patents in foreign countries were reviewed to extract drug-related data of compulsory licensing of pharmaceutical patents.Results and Conclusion According to the analysis of China’s compulsory licensing of pharmaceutical patents theory and legal provisions,the data could be divided into five categories for compulsory licensing of pharmaceutical patents in China:diseases,drugs,patents,generic drug enterprises,and licensing fees.Although,some data are traceable.There were also problems in obtaining data or inconsistent standards in five levels of compulsory licensing of pharmaceutical patents in the context of public interest-public health.It was not conducive to the implementation of compulsory licensing of pharmaceutical patents in China.Thus,it should be further established a unified data support system at the national level,specifying the standard of licensing fee,implementing relevant laws and regulations. 展开更多
关键词 compulsory license public interest public health data acquisition
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Discussion of China's Environmental Public Interest Litigation System
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作者 金智慧 《科技信息》 2013年第1期267-267,302,共2页
This paper, through research on the status quo of China's environmental public interest litigation and seizing the opportunity that the Law of Civil Procedure has first clearly defined public interest litigation, ... This paper, through research on the status quo of China's environmental public interest litigation and seizing the opportunity that the Law of Civil Procedure has first clearly defined public interest litigation, focuses on analysis of present difficulties and institutional dilemma related to the environmental public interest litigation in China and involves some useful discussions of main subject scope, burden of proof, funds guarantee and stopping infringement before litigation etc. 展开更多
关键词 法律 法学 理论 研究
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The Dependence of Human Development on theDegree of Public Interest
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作者 Askerov Shahlar 《Journal of Philosophy Study》 2018年第6期263-268,共6页
This study examines the impact of public and personal interest on human development. For this end, a new criterionwas proposed for this purpose. This criterion indicates how many times the performed path of work is mo... This study examines the impact of public and personal interest on human development. For this end, a new criterionwas proposed for this purpose. This criterion indicates how many times the performed path of work is more thanthe defective part. This criterion was called quality factor. It is found out correlation between the HumanDevelopment Index and quality factor. It is shown that, as the quality factor increases, the level of public interestincreases, the level of individual interests decreases and prosperity increases. Democratic thinking replacesadministrative thinking. The author believes that humanity is developing in the direction of public interest and thehistory of humanity is the history of public interest. In order to help human development, the education systemshould be re-established and the content of the curriculum should be renewed so that the level of personal interestsof individuals decreases, but the level of interests of the community increases. 展开更多
关键词 CRITERION quality factor management public and personal interest thinking style human developmentindex gross domestic product
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"Angel's Love"Chinese Goddess Nuwa Culture——Large-scale Activities for Public Interests
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《China's Foreign Trade》 2007年第14期46-46,共1页
Initiated by Chinese Red Cross Foundation and sponsored by American .General Business Association, Chinese Nuwa (a goddess-creator of the Chinese nation) Culture Large-scale Activities for Public Interests undertake... Initiated by Chinese Red Cross Foundation and sponsored by American .General Business Association, Chinese Nuwa (a goddess-creator of the Chinese nation) Culture Large-scale Activities for Public Interests undertaken by Beijing Absolute Challenge International Advertising Co., Ltd. has recently commenced in an all-round way. A grand ceremony will be held at Nuwa Plaza in Shexian County, Hebei Province on Septemper 24, 2007. 展开更多
关键词 “Angel's Love” Chinese Goddess Nuwa Culture large-scale activites public intrests
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A Blind Batch Encryption and Public Ledger-Based Protocol for Sharing Sensitive Data 被引量:1
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作者 Zhiwei Wang Nianhua Yang +2 位作者 Qingqing Chen Wei Shen Zhiying Zhang 《China Communications》 SCIE CSCD 2024年第1期310-322,共13页
For the goals of security and privacy preservation,we propose a blind batch encryption-and public ledger-based data sharing protocol that allows the integrity of sensitive data to be audited by a public ledger and all... For the goals of security and privacy preservation,we propose a blind batch encryption-and public ledger-based data sharing protocol that allows the integrity of sensitive data to be audited by a public ledger and allows privacy information to be preserved.Data owners can tightly manage their data with efficient revocation and only grant one-time adaptive access for the fulfillment of the requester.We prove that our protocol is semanticallly secure,blind,and secure against oblivious requesters and malicious file keepers.We also provide security analysis in the context of four typical attacks. 展开更多
关键词 blind batch encryption data sharing onetime adaptive access public ledger security and privacy
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Use of cognitive-behavioral career coaching to reduce work anxiety and depression in public employees 被引量:1
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作者 Mkpoikanke Sunday Otu Maximus Monaheng Sefotho 《World Journal of Clinical Cases》 SCIE 2024年第2期322-334,共13页
BACKGROUND Public employees worldwide are increasingly concerned about work anxiety and depression.Cognitive-behavioral career coaching has emerged as a promising strategy for addressing these mental health disorders,... BACKGROUND Public employees worldwide are increasingly concerned about work anxiety and depression.Cognitive-behavioral career coaching has emerged as a promising strategy for addressing these mental health disorders,which can negatively impact on a person's overall well-being and performance.AIM To examine whether cognitive-behavioral career coaching reduces work anxiety and depression among Nigerian public employees.METHODS A total of 120 public employees(n=60)suffering from severe anxiety and depression were randomly assigned to the treatment or control groups in this study.Cognitive behavioral coaching was provided twice a week to those in the treatment group,whereas no treatment was given to those in the control group.As part of the study,the Hamilton Anxiety Rating Scales and Beck Depression Inventory were used to collect data.RESULTS Analysis of covariance of the data from participants indicates a significant effect of cognitive-behavioral career coaching on work anxiety and depression.CONCLUSION Insights into the underlying mechanisms by which cognitive behavior career coaching exerts its effects have been gained from this study.Also,the study has gathered valuable data that can inform future practice and guide the development of strategies for supporting mental health at work. 展开更多
关键词 Cognitive-behavioral career coaching Work anxiety Depression public employees North Central Nigeria
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A bibliometric analysis using machine learning to track paradigm shifts and analytical advances in forest ecology and forestry journal publications from 2010 to 2022
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作者 Jin Zhao Liyu Li +4 位作者 Jian Liu Yimei Yan Qian Wang Chris Newman Youbing Zhou 《Forest Ecosystems》 SCIE CSCD 2024年第5期770-779,共10页
Forest habitats are critical for biodiversity,ecosystem services,human livelihoods,and well-being.Capacity to conduct theoretical and applied forest ecology research addressing direct(e.g.,deforestation)and indirect(e... Forest habitats are critical for biodiversity,ecosystem services,human livelihoods,and well-being.Capacity to conduct theoretical and applied forest ecology research addressing direct(e.g.,deforestation)and indirect(e.g.,climate change)anthropogenic pressures has benefited considerably from new field-and statistical-techniques.We used machine learning and bibliometric structural topic modelling to identify 20 latent topics comprising four principal fields from a corpus of 16,952 forest ecology/forestry articles published in eight ecology and five forestry journals between 2010 and 2022.Articles published per year increased from 820 in 2010 to 2,354 in 2021,shifting toward more applied topics.Publications from China and some countries in North America and Europe dominated,with relatively fewer articles from some countries in West and Central Africa and West Asia,despite globally important forest resources.Most study sites were in some countries in North America,Central Asia,and South America,and Australia.Articles utilizing R statistical software predominated,increasing from 29.5%in 2010 to 71.4%in 2022.The most frequently used packages included lme4,vegan,nlme,MuMIn,ggplot2,car,MASS,mgcv,multcomp and raster.R was more often used in forest ecology than applied forestry articles.R software offers advantages in script and workflow-sharing compared to other statistical packages.Our findings demonstrate that the disciplines of forest ecology/forestry are expanding both in number and scope,aided by more sophisticated statistical tools,to tackle the challenges of redressing forest habitat loss and the socio-economic impacts of deforestation. 展开更多
关键词 Forest ecology FORESTRY R software Structural topic modelling Machine learning publicATION
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Discreet investors exert greater influence on cooperation in the public goods game
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作者 康洪炜 金展瑶 +4 位作者 李明远 旺咩 孙兴平 沈勇 陈清毅 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第3期170-178,共9页
This paper studies the evolutionary process of cooperative behavior in a public goods game model with heterogeneous investment strategies in square lattices.In the proposed model,players are divided into defectors,coo... This paper studies the evolutionary process of cooperative behavior in a public goods game model with heterogeneous investment strategies in square lattices.In the proposed model,players are divided into defectors,cooperators and discreet investors.Among these,defectors do not participate in investing,discreet investors make heterogeneous investments based on the investment behavior and cooperation value of their neighbors,and cooperators invest equally in each neighbor.In real life,heterogeneous investment is often accompanied by time or economic costs.The discreet investors in this paper pay a certain price to obtain their neighbors'investment behavior and cooperation value,which quantifies the time and economic costs of the heterogeneous investment process.The results of Monte Carlo simulation experiments in this study show that discreet investors can effectively resist the invasion of the defectors,form a stable cooperative group and expand the cooperative advantage in evolution.However,when discreet investors pay too high a price,they lose their strategic advantage.The results in this paper help us understand the role of heterogeneous investment in promoting and maintaining human social cooperation. 展开更多
关键词 public goods game heterogeneous investment discreet investors COOPERATION
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Dynamic analysis of major public health emergency transmission considering the dual-layer coupling of community–resident complex networks
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作者 杨鹏 范如国 +1 位作者 王奕博 张应青 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第7期158-169,共12页
We construct a dual-layer coupled complex network of communities and residents to represent the interconnected risk transmission network between communities and the disease transmission network among residents. It cha... We construct a dual-layer coupled complex network of communities and residents to represent the interconnected risk transmission network between communities and the disease transmission network among residents. It characterizes the process of infectious disease transmission among residents between communities through the SE2IHR model considering two types of infectors. By depicting a more fine-grained social structure and combining further simulation experiments, the study validates the crucial role of various prevention and control measures implemented by communities as primary executors in controlling the epidemic. Research shows that the geographical boundaries of communities and the social interaction patterns of residents have a significant impact on the spread of the epidemic, where early detection, isolation and treatment strategies at community level are essential for controlling the spread of the epidemic. In addition, the study explores the collaborative governance model and institutional advantages of communities and residents in epidemic prevention and control. 展开更多
关键词 propagation dynamics complex networks public health events community structure
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Assessment of public perspectives and barriers towards dengue preventive practices using the Health Belief Model in Puducherry,India:A cross-sectional study
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作者 Dharani Govindasamy Gnanasekaran Vijalakashmi +1 位作者 Balakrishnan Vijayakumar Arya Rahul 《Asian Pacific Journal of Tropical Medicine》 SCIE CAS 2024年第8期358-368,I0001,共12页
Objective:To assess the perspectives and barriers towards dengue preventive practices among the residents of Puducherry,India.Methods:A cross-sectional survey was conducted in 300 households in Puducherry,using a popu... Objective:To assess the perspectives and barriers towards dengue preventive practices among the residents of Puducherry,India.Methods:A cross-sectional survey was conducted in 300 households in Puducherry,using a population-proportionate(7:3)distribution from urban and rural areas by grid sampling.One adult interview per household was conducted and the participants were selected using a KISH grid.A semi-structured questionnaire based on the Health Belief Model(HBM)with additional questions on knowledge assessment was used.Knowledge was assessed based on the correctness of answers and the HBM scores were calculated on a 5-point Likert scale.Participants were categorized based on the median score under each domain.Logistic regression was used for adjusted analysis and models were built to predict the performances in each domain.Results:Four percent of the participants lacked basic knowledge regarding dengue transmission.While 208(69.3%)participants did not consider themselves at risk of contracting dengue within the next year,majority perceived dengue as a disease with low severity.Around 49.3%(148)were skeptical about the benefit of time and money spent on dengue prevention.Inadequate government efforts were stated as the major barrier(47.0%)and frequent reminders(142,47.3%)as the major cue to action.Age above 50 years(aOR 1.78,95%CI 1.04-3.06,P=0.037)and rural locality(aOR 2.68,95%CI 1.52-4.71,P=0.001)were found to be significantly associated with poor knowledge scores.Urban participants had a significantly higher chance to perceive low susceptibility as compared to the rural counterparts(aOR 1.74,95%CI 1.05-2.9,P=0.03).Participants with less than a high school education had low perceived benefits(aOR 2.46,95%CI 1.52-3.96,P<0.001)and low self-efficacy scores(aOR 2.66,95%CI 1.61-4.39,P<0.001).Conclusions:This study identifies key gaps in dengue prevention,including low perceived susceptibility,mild disease perception,limited knowledge of breeding sites,and overreliance on government efforts.Tailoring interventions to community needs,stratified to factors influencing the community perspectives can significantly improve dengue prevention efforts. 展开更多
关键词 DENGUE public perspectives Prevention Barriers Health belief model
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A comparative study on characteristics of retracted publications across different open access levels
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作者 Er-Te Zheng Hui-Zhen Fu 《Journal of Data and Information Science》 CSCD 2024年第2期22-40,共19页
Purpose:Recently,global science has shown an increasing open trend,however,the characteristics of research integrity of open access(OA)publications have rarely been studied.The aim of this study is to compare the char... Purpose:Recently,global science has shown an increasing open trend,however,the characteristics of research integrity of open access(OA)publications have rarely been studied.The aim of this study is to compare the characteristics of retracted articles across different OA levels and discover whether OA level influences the characteristics of retracted articles.Design/methodology/approach:The research conducted an analysis of 6,005 retracted publications between 2001 and 2020 from the Web of Science and Retraction Watch databases.These publications were categorized based on their OA levels,including Gold OA,Green OA,and non-OA.The study explored retraction rates,time lags and reasons within these categories.Findings:The findings of this research revealed distinct patterns in retraction rates among different OA levels.Publications with Gold OA demonstrated the highest retraction rate,followed by Green OA and non-OA.A comparison of retraction reasons between Gold OA and non-OA categories indicated similar proportions,while Green OA exhibited a higher proportion due to falsification and manipulation issues,along with a lower occurrence of plagiarism and authorship issues.The retraction time lag was shortest for Gold OA,followed by non-OA,and longest for Green OA.The prolonged retraction time for Green OA could be attributed to an atypical distribution of retraction reasons.A comparative study on characteristics of retracted publications across different open access levels Research limitations:There is no exploration of a wider range of OA levels,such as Hybrid OA and Bronze OA.Practical implications:The outcomes of this study suggest the need for increased attention to research integrity within the OA publications.The occurrences offalsification,manipulation,and ethical concerns within Green OA publications warrant attention from the scientific community.Originality/value:This study contributes to the understanding of research integrity in the realm of OA publications,shedding light on retraction patterns and reasons across different OA levels. 展开更多
关键词 Open access Retracted publications Reasons for retraction Retraction time lag BIBLIOMETRICS
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Effect of distribution of fines on evolution of cooperation in spatial public goods game
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作者 Xing-Ping Sun Yan-Zheng Bi +2 位作者 Hong-Wei Kang Yong Shen Qing-Yi Chen 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第9期239-245,共7页
In the realm of public goods game,punishment,as a potent tool,stands out for fostering cooperation.While it effectively addresses the first-order free-rider problem,the associated costs can be substantial.Punishers in... In the realm of public goods game,punishment,as a potent tool,stands out for fostering cooperation.While it effectively addresses the first-order free-rider problem,the associated costs can be substantial.Punishers incur expenses in imposing sanctions,while defectors face fines.Unfortunately,these monetary elements seemingly vanish into thin air,representing a loss to the system itself.However,by virtue of the redistribution of fines to cooperators and punishers,not only can we mitigate this loss,but the rewards for these cooperative individuals can be enhanced.Based upon this premise,this paper introduces a fine distribution mechanism to the traditional pool punishment model.Under identical parameter settings,by conducting a comparative experiment with the conventional punishment model,the paper aims to investigate the impact of fine distribution on the evolution of cooperation in spatial public goods game.The experimental results clearly demonstrate that,in instances where the punishment cost is prohibitively high,the cooperative strategies of the traditional pool punishment model may completely collapse.However,the model enriched with fine distribution manages to sustain a considerable number of cooperative strategies,thus highlighting its effectiveness in promoting and preserving cooperation,even in the face of substantial punishment cost. 展开更多
关键词 public goods game fine distribution COOPERATION
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Detecting the distribution of and public attitudes to charismatic alien species based on media coverage
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作者 Yuexuan Liu Ruichang Sun +1 位作者 Bo Li Zhijun Ma 《Avian Research》 SCIE CSCD 2024年第3期379-384,共6页
Charismatic species are often reported by the media,providing information for detecting population status and public perception.To identify the number and distribution of free-living Black Swan(Cygnus atratus),a chari... Charismatic species are often reported by the media,providing information for detecting population status and public perception.To identify the number and distribution of free-living Black Swan(Cygnus atratus),a charismatic alien species in Chinese mainland and to detect the public and the media attitudes to the species,we analyzed the reports and emotional tendency from media coverage in 2000-2022 using manual reading,crawler extraction and latent Dirichlet allocation.A total of 6654 Black Swans were reported at 711 sites,including 147 individuals at 30 nature reserves.Successful breeding was reported at one-fourth of the total sites,including five nature reserves.The proportion of positive emotional tendency to Black Swans was overwhelming in the reports and was higher than that to alien species in general,suggesting that the public and the media are unaware of the risk of biological invasion.Effective management of invasive species requires the media clarifies the invasion risk of charismatic alien species.Promoting the unity between the harmfulness of abstract concept of alien species and the charisma of a specific alien species among the public help effective management. 展开更多
关键词 Alien species Biological invasion Cygnus atratus Emotional tendency Invasive species Media coverage public perception
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How to enhance agricultural plastic waste management in China?Insights from public participation
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作者 Aibo Hao Thomas Dogot Changbin Yin 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第6期2127-2143,共17页
Agricultural plastics play a pivotal role in agricultural production.However,due to expensive costs,agricultural plastic waste management(APWM)encounters a vast funding gap.As one of the crucial stakeholders,the publi... Agricultural plastics play a pivotal role in agricultural production.However,due to expensive costs,agricultural plastic waste management(APWM)encounters a vast funding gap.As one of the crucial stakeholders,the public deserves to make appropriate efforts for APWM.Accordingly,identifying whether the public is willing to pay for APWM and clarifying the decisions’driving pathways to explore initiatives for promoting their payment intentions are essential to address the dilemma confronting APWM.To this end,by applying the extended theory of planned behavior(TPB),the study conducted an empirical analysis based on 1,288 residents from four provinces(autonomous regions)of northern China.Results illustrate that:1)respondents hold generally positive and relatively strong payment willingness towards APWM;2)respondents’attitude(AT),subjective norm(SN),and perceived behavioral control(PBC)are positively correlated with their payment intentions(INT);3)environmental cognition(EC)and environmental emotion(EE)positively moderate the relationships between AT and INT,and between SN and INT,posing significant indirect impacts on INT.The study’s implications extend to informing government policies,suggesting that multi-entity cooperation,specifically public payment for APWM,can enhance agricultural non-point waste management. 展开更多
关键词 agricultural plastic waste extended theory of planned behavior public payment environmental cognition environmental emotion
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Structured Multi-Head Attention Stock Index Prediction Method Based Adaptive Public Opinion Sentiment Vector
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作者 Cheng Zhao Zhe Peng +2 位作者 Xuefeng Lan Yuefeng Cen Zuxin Wang 《Computers, Materials & Continua》 SCIE EI 2024年第1期1503-1523,共21页
The present study examines the impact of short-term public opinion sentiment on the secondary market,with a focus on the potential for such sentiment to cause dramatic stock price fluctuations and increase investment ... The present study examines the impact of short-term public opinion sentiment on the secondary market,with a focus on the potential for such sentiment to cause dramatic stock price fluctuations and increase investment risk.The quantification of investment sentiment indicators and the persistent analysis of their impact has been a complex and significant area of research.In this paper,a structured multi-head attention stock index prediction method based adaptive public opinion sentiment vector is proposed.The proposedmethod utilizes an innovative approach to transform numerous investor comments on social platforms over time into public opinion sentiment vectors expressing complex sentiments.It then analyzes the continuous impact of these vectors on the market through the use of aggregating techniques and public opinion data via a structured multi-head attention mechanism.The experimental results demonstrate that the public opinion sentiment vector can provide more comprehensive feedback on market sentiment than traditional sentiment polarity analysis.Furthermore,the multi-head attention mechanism is shown to improve prediction accuracy through attention convergence on each type of input information separately.Themean absolute percentage error(MAPE)of the proposedmethod is 0.463%,a reduction of 0.294% compared to the benchmark attention algorithm.Additionally,the market backtesting results indicate that the return was 24.560%,an improvement of 8.202% compared to the benchmark algorithm.These results suggest that themarket trading strategy based on thismethod has the potential to improve trading profits. 展开更多
关键词 public opinion sentiment structured multi-head attention stock index prediction deep learning
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