Collaborative Labeling Based On Group Wisdom Theory Behavioral Mechanism Research

With the rapid development of computer collaboration technology,the use of collaborative technology platform to realize the collaborative information behavior of users in the way of group teams has become more and more socialized.It has gradually become a common phenomenon and has caused relevant scholars to extensive attention.As a typical representative of cooperative information behavior,collaborative annotation behavior has gradually become a new research hotspot.Domestic and foreign scholars have started related researches around collaborative labeling.However,current scholars'researches are more focused on the most basic theories such as definitions,characteristics,and influencing factors.There is still a lack of in-depth research on the synergy and procedural nature of collaborative labeling behavior,and no detailed interpretation of "cooperativeness" has been made,making the synergy in the labeling behavior unremarkable.In the past,scholars paid more attention to the labeling behavior at a certain point in time in the study of collaborative labeling behavior.In fact,the collaborative labeling behavior should be the behavior of the group in the duration,and it is procedural in nature.It is common to multiple entities.The process of participation,which took place until the emergence of a categorization of audiences that could represent the views of the public,ended.Because previous scholars have neglected the collaborative and procedural nature of collaborative labeling behavior,the theory of group intelligence has been introduced and attempts have been made to use the theory to interpret the collaborative and procedural nature of collaborative labeling activities and to construct influencing factors for collaborative labeling behaviors.Theoretical research models,put forward research hypotheses,and obtain data through survey questionnaires,and use statistical analysis software SPSS 20.0 to conduct empirical analysis,verify hypotheses,and finally put forward corresponding countermeasures according to the conclusions,with a view to the results of future development of collaborative annotation system.Good guiding significance also helps to better standardize the user's collaborative labeling behavior.The details are as follows:(1)The related theory of collaborative labeling behavior is elaborated.In addition to the detailed description of the label system related theory and the concept and characteristics of collaborative labeling behavior,the collaborative labeling behavior and collaborative information retrieval behavior were compared and analyzed.(2)Analysis of cooperative annotation process based on the theory of crowd intelligence.Firstly,it summarizes the related theory of group wisdom,then proposes a process model of collaborative annotation based on group wisdom theory.Finally,the micro-and macro-analysis of the process of collaborative labeling based on group wisdom theory is divided into states and stages,which highlights the synergy and procedural nature of collaborative labeling.(3)Construct a research model based on group wisdom theory and discuss the factors that influence the behavior of collaborative annotation.According to the analysis of collaborative annotation process in the third chapter based on the theory of swarm intelligence,the dimensions of constructing collaborative annotation activities are determined,and a research model based on group wisdom theory is constructed to study the influencing factors of cooperative annotation behavior.Based on the model,the research hypothesis is proposed and the questionnaire is conducted.design.(4)Conduct empirical analysis on the influencing factors of collaborative labeling behavior.Data is collected through questionnaires and data analysis is conducted.The main contents include descriptive statistical analysis,validity and reliability analysis,correlation and regression analysis,and finally empirical analysis and conclusion.