Investigation,analysis And Date Mining Of Influencing Factors Of Involution

With the continuous development of the Internet and the improvement of network facilities,the Internet population has exploded.But the network information is uneven,including the misuse of theoretical concepts,misleading the public and hindering the dissemination of correct information.Recently,the word "involution" has been widely spread on the Internet.People generalize the meaning of "involution" and apply it to a variety of scenes to explain various phenomena or express opinions.However,many statements confuse the concepts between reasonable competition and invalid competition and vicious competition,which mislead more people.In order to understand the current situation of competition and involution,explore the influencing factors of involution,and finally put forward reasonable countermeasures.Based on a large number of documents and materials,this thesis designs a questionnaire from the aspects of personal background,cognition of internal volume and competition,the impact of individual,organization and society on internal volume,and the public’s expectation for internal volume governance,and then reasonably designs the survey scheme and sampling scheme,design corresponding questionnaires to collect relevant data,and conduct descriptive analysis to analyze the cognitive status and influencing factors of the respondents.Various data analysis methods such as decision tree analysis,association rules and text analysis were used to deeply mine the influencing factors of involution.Finally,corresponding conclusions were obtained and corresponding suggestions were put forward according to the model results.The following conclusions are drawn through analysis:(1)The current social involution phenomenon has prominent problems and complex causes,but most people can clearly understand the meaning and social impact of involution with the help of the Internet,and can view competition reasonably.(2)economic operation affects public psychology,thus affecting people’s views on involution.(3)The phenomenon of involution is closely related to occupation,which is mainly concentrated in Internet technology,finance and trade and other industries.(4)the phenomenon of involution is also related to age and income level.Older groups have a higher degree of involution,and most of them appear in people with lower income level.Based on the above conclusions,the following recommendations are made to relevant departments and the public:(1)give full play to personal initiative,constantly improve personal ability,carry out innovative exploration step by step to seek change,constantly break through self,rationally view the competitive environment,reduce blind comparison,respect differences,and establish a good concept of competition.(2)Reform the management system,improve the incentive mechanism,adjust the personnel structure and customize the reward and promotion system.(3)strengthen the guidance of Internet public opinion,popularize theoretical knowledge and cultivate the awareness of fair competition.(4)encourage innovation and create a good atmosphere for mass innovation in the whole society.