Ethical Analysis Of Open Source Data Mining

With the in-depth integration of intelligent information technology and our lives,the places for human activities are constantly tilting to the line.The data that is continuously output in daily production and life is gradually becoming an important "material of production" in society,and the open source data mining behavior that explores the potential value of data resources is born.The application of new technology brings intelligent and convenient life to human beings.At the same time,it has also brought about the continuous diversification of "production relations".The boundary between the "subject" of production data and the "object" of receiving data has been blurred,and the definition of data rights A phenomenon of constant difficulty.In addition,data is "open sourced" to varying degrees when it is retained in cyberspace,and many specific information ethics issues have arisen around the various links of data collection,processing,analysis,application,storage,and secondary mining.At present,the Chinese people generally have insufficient understanding of open source data mining behavior,open source network data value,and open source data application.Therefore,they have a standard data market environment and maintain fair market competition;improve relevant policies and regulations,clarify legal red lines;promote theoretical innovation and technology in data application The intensity of innovation and service innovation is not enough.In the context of the interconnected information society,this article first sorts out the differences between open source data mining technology and computer database technology,expounds the concept and development of open source data mining in chronological order,and then discusses the different fields of application.The functions and effects of the system are introduced.Then from the three dimensions of "data alienation,infringement of privacy,and damage to other rights and interests of data","algorithm black box","data discrimination","data dictatorship" issues;"accessibility privacy","decision-making privacy" issues;A systematic discussion of ethical issues such as data rights anomie and unfairness,“violation of the will of choice”,and “data forgetting rights”,and analysis of the reasons for the abuse of data mining technology,data attributes,interestdriven and policy lag behind these ethical issues.Through domestic and foreign actual cases and ethical theoretical analysis,the advantages and disadvantages of the application of open source data mining technology are grasped,and the ethical principles that should be contained in the application process are combined for guidance.Try to explore the practical path to resolve the dilemma of open source data mining.Although the research and application of open source data mining technology in developed countries in Europe and the United States has been earlier than that in my country,and staged results have been achieved in development and governance,my country is in the process of high-speed informatization and continuous technological innovation.It is very possible to achieve "curving overtaking".Starting from the traditional ethical principles of fairness,freedom,respect,and privacy,this article proposes "the data subject to strengthen its own protection" and "regulate the use of technology and combine it with the multiple informed consent models in the information age,the theory of limited liability,and social governance."New technology governance","strengthening social supervision and management","internal governance of ethical embedded technology" four aspects of countermeasures.When people face the behavior of open source data mining,they try to build a support that meets the needs of individual interests,social interests,and governance needs,and provide possible suggestions for perfecting and formulating countermeasures in line with my country's national conditions.Open source data has a wide range of development and a huge volume of data.These massive amounts of data contain key information that can solve important problems that other single-field,single-category,and single-structure traditional data do not have.As long as they have the ability to develop benefits,they can produce Huge and influential multi-party value is an important strategic resource without borders today.How to develop and manage the application of technology can not accelerate the transformation of production factors into new types of productivity,and greatly improve the level of productivity development.It is the key to rationally regulating the conflicts between "technical behavior" and "social ethics",prompting open source data mining To develop towards "goodness",to serve mankind more scientifically,more responsibly,and more efficiently.