Subjects: Library Science，Information Science >> Library Science submitted time 2023-07-26 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] The paper aims to build the social QA community users to generate the quality evaluation index system, achieve automatic evaluation and selection of answers to user needs, and improve the quality of the community QA community service.[Method/process] The introduction of social emotional features and user characteristics, and factor analysis and structural equation analysis are used to build an index system for evaluating the quality of user generated answers. Then, based on the GA-BP neural network model, the automatic evaluation method of the answer quality is designed. The application of the quality evaluation index system and automatic evaluation method of user generated answers is studied.[Result/conclusion] The evaluation index system consists of 5 dimensions, including the characteristics of the answer text, the characteristics of the respondent, the timeliness, the user characteristics and the social emotional characteristics. The experimental analysis shows that the method of automatic evaluation of the answer quality based on GA-BP neural network is more accurate and lower than other methods. It is feasible and effective, and can be further applied and popularized.
Subjects: Library Science，Information Science >> Library Science submitted time 2023-07-26 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] This paper aims at giving effective enlightenment and method for the platform to locate the characteristics of the users, carry out targeted operations and discover the potential value users. [Method/process] This paper takes the knowledge live platform as the research object, firstly designing the concept model of the group portrait, then putting forward the method of the paid-up user persona of the knowledge live platform based on the density peak clustering, and finally taking the data of paid-up users in Zhihu live platform as an sample, and using the density peak clustering algorithm in Matlab to divide the sample data into groups. [Result/conclusion] The experimental results show that there are five typical user groups in Zhihu live platform. By comparing and analyzing the cluster center points, we identify the typical characteristics of each group, and propose the precise operation strategy.
Subjects: Library Science，Information Science >> Information Science submitted time 2023-04-01 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] The knowledge payment behavior of users is a complex decision-making process that is affected by the synergy of multiple factors. It is of great significance to explore the combined effect of factors affecting the willingness of users to pay for knowledge in the context of free knowledge acquisition. This study can help to understand the knowledge payment behavior of users and promote the sustainable development of the paid Q & A community. [Method/process] This paper constructed latent variables that affect users' willingness to pay for knowledge based on the current state deviation theory and rational choice theory. The fsQCA method was used to analyze the asymmetric multiple concurrent causality between the variables, and to explore the configuration of the willingness to pay for knowledge. [Result/conclusion] The study has found that, in the presence of free information acquisition channels, the willingness of users in the paid question-and-answer community to pay for knowledge is the result of multi-factor interactions at the level of rationality and bias. Perceived revenue is the most critical factor for a high degree of willingness to pay for knowledge. The idea of personal free is an important influencing factor of low-level knowledge willingness to pay. From the perspective of the combination of conditions, there are four configurations that affect the willingness to pay for knowledge. Based on the analysis of the results of the configuration, this paper proposes specific strategies to promote the payment of knowledge by users.
Subjects: Library Science，Information Science >> Information Science submitted time 2023-04-01 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] This study aims to explore the characteristics of community user interaction, and propose useful references for community knowledge service construction and platform management.[Method/process] Based on the theory of conversation analysis, using content analysis,LDA theme model and social network analysis methods, this paper analyzed the information interaction type, interaction theme and topology structure of information interaction network, and revealed the user interaction characteristics of virtual academic community from two dimensions of conversation interactive content and conversation interaction relationship.[Result/conclusion] The demand and supply of user interaction content in virtual academic community is unbalanced, and the topic structure of user interaction is decentralized; factual information, opinions and suggestions are the main types of interaction information in virtual academic community; the user interaction network in virtual academic community has the characteristics of small world effect, but the network structure is relatively decentralized, and lacks high influential users; this paper proposes strategies including ensuring effective information supply, innovation of community academic knowledge service and improvement of community interaction function design to promote virtual academic community user interaction.
Subjects: Library Science，Information Science >> Information Science submitted time 2023-04-01 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] Mr. Jing Jipeng is one of the earliest representative scholars in the field of information economics in China. To explore the development context and content system of his academic thought of information economics is helpful to inspire the later generations of research scholars and promote the innovation and development in the field of information economics.[Method/process] Firstly, combining personal experience and factors of the development of the times, this paper analyzed the formation background of Mr. Jing's information economics thought, then summarized the content system of his information economics academic thought by studying the achievements in the field of Mr. Jing's information economics, and summarized the characteristics and contributions of his information economics academic thought. Finally, it put forward the research prospects.[Result/conclusion] Mr. Jing has constructed the discipline system of information economics, condensed the theoretical system of information economics, and expanded the application field of information economics. Combining with the thought of information economics and the development of reality, this paper puts forward the research prospect from the three aspects of innovating the theoretical basis, expanding the application practice and tracking the development frontier.
Subjects: Library Science，Information Science >> Information Science submitted time 2023-04-01 Cooperative journals: 《图书情报工作》
Abstract： [Purpose/significance] Enrich and expand the theoretical research system of building dynamic portrait of social academic App users based on small data, so as to provide ideas and reference for the social academic App platform to effectively predict the evolution trend of user behavior and improve the precise service level.[Method/process] Firstly, based on the deep analysis of concept and characteristics of the small data, combined with the feature of social academic App, this paper from two aspects of user behavior and the surface of deep factors designed dynamic portrait label system. Then collected the small data with strong correlation and high value with the user as the data support of the portrait, and clarified the acquisition and processing method. Finally, it put forward the research method to realize the dynamic portrait and form the overall frame model.[Result/conclusion] The construction of dynamic portrait of social academic App users based on small data can effectively refine the granularity of portrait, and improve the lag of previous portrait, which has important reference value for the promotion of accurate service level of social academic App platform under data-driven situation.
Subjects: Library Science，Information Science >> Library Science submitted time 2023-02-16
Abstract： Purpose/significance The government-citizen interaction data is of great value to improve social governance. Based on the perspective of distributed cognition, this paper applies the idea of interactive narrative to the analysis of government-citizen interaction data, and provides ideas and method guidance for the efficient transmission of the value of government-citizen interaction data. Method/process Drawing on the distributed cognitive theory of psychology and the idea of interactive narrative in storytelling engineering, the interdisciplinary research method is used to analyse the cognitive subject, the cognitive object and the cognitive environment of the interactive narrative of government-citizen interaction data. On this basis, the model of interactive narrative is proposed from the perspective of the cognitive object, and the realization path of interactive narrative is explored from the perspective of the cognitive environment. Result/conclusion Compared with the traditional static narrative, interactive narrative is more flexible, and the distributed cognitive theory provides a systematic theoretical framework for the realization of interactive narrative of government-citizen interactive data, which has an important guiding significance for giving play to the decision-making enabling value of government-citizen interactive data.
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