{"title":"Visualization Analysis of Library Research in the Context of Big Data Based on Knowledge Map","authors":"Chen Ke","doi":"10.1145/3457682.3457775","DOIUrl":null,"url":null,"abstract":"The development of big data technology has brought a series of new content, opportunities and challenges to the library, and scholars have conducted many studies around this. This study obtained 98 related papers from the core collection of Web of Science, using the knowledge map research method, and using the CiteSpace software to analyze the number of annual papers, journals, authors, institutions, keywords and topic changes. The results show that scholars’ attention to this field has gradually increased, and the number of annual papers has increased year by year. China is the country with the highest contribution to the research, and the contribution of Chinese scholars is higher than that of other countries. Big data, university library, data management and information service are the key research contents of this field. In the end, this paper makes a research prospect, and scholars should further strengthen the research on user behavior, user portrait and intellectual property risk.","PeriodicalId":142045,"journal":{"name":"2021 13th International Conference on Machine Learning and Computing","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 13th International Conference on Machine Learning and Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3457682.3457775","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The development of big data technology has brought a series of new content, opportunities and challenges to the library, and scholars have conducted many studies around this. This study obtained 98 related papers from the core collection of Web of Science, using the knowledge map research method, and using the CiteSpace software to analyze the number of annual papers, journals, authors, institutions, keywords and topic changes. The results show that scholars’ attention to this field has gradually increased, and the number of annual papers has increased year by year. China is the country with the highest contribution to the research, and the contribution of Chinese scholars is higher than that of other countries. Big data, university library, data management and information service are the key research contents of this field. In the end, this paper makes a research prospect, and scholars should further strengthen the research on user behavior, user portrait and intellectual property risk.
大数据技术的发展给图书馆带来了一系列新的内容、机遇和挑战,学者们对此进行了大量的研究。本研究从Web of Science核心馆藏中获取相关论文98篇,采用知识图谱研究方法,利用CiteSpace软件对年度论文数量、期刊数量、作者数量、机构数量、关键词数量、课题变化情况进行分析。结果表明,学者对这一领域的关注度逐渐提高,年度论文数量逐年增加。中国是研究贡献最高的国家,中国学者的贡献高于其他国家。大数据、高校图书馆、数据管理和信息服务是该领域的重点研究内容。最后,对本文的研究进行了展望,认为学者应进一步加强对用户行为、用户画像和知识产权风险的研究。