[1] 初景利,赵艳.图书馆从资源能力到服务能力的转型变革[J].图书情报工作, 2019, 63(1):11-17.(CHU J L, ZHAO Y. Library capacity transformation from resource-based to service-based model[J]. Library and information service, 2019, 63(1):11-17.)
[2] COOPER A. The inmates are running the asylum:why hightech products drive us crazy and how to restore the sanity[M]. Hoboken:Sams Publishing, 2004.
[3] 单轸,邵波.国内图书馆领域用户画像研究的冷思考:困境与出路[J].图书馆学研究, 2019(5):8-13, 30.(SHAN Z, SHAO B. Cold thinking on user portrait research in China library field:dilemma and way out[J]. Research on library science, 2019(5):8-13, 30.)
[4] 阳广元,白美程.国内图书馆领域用户画像研究综述[J].图书馆理论与实践, 2021(3):95-101.(YANG G Y, BAI M C. A review of the research of user portraits in China[J]. Library theory and practice, 2021(3):95-101.)
[5] 高广尚.用户画像构建方法研究综述[J].数据分析与知识发现, 2019, 3(3):25-35.(GAO G S. A survey of user profiles methods[J]. Data analysis and knowledge discovery, 2019, 3(3):25-35.)
[6] 刘海鸥,孙晶晶,苏妍嫄,等.国内外用户画像研究综述[J].情报理论与实践, 2018, 41(11):155-160.(LIU H O, SUN J J, SU Y Y, et al. Literature review of persona at home and abroad[J]. Information studies:theory&application, 2018, 41(11):155-160.)
[7] JELODAR H, WANG Y, YUAN C, et al. Latent Dirichlet allocation (LDA) and topic modeling:models, applications, a survey[J]. Multimedia tools and applications, 2019, 78:15169-15211.
[8] BLEI D, NG A, JORDAN M. Latent Dirichlet allocation[J]. Journal of machine learning research, 2003, 3:993-1022.
[9] 张东鑫,张敏.图情领域LDA主题模型应用研究进展述评[J].图书情报知识, 2022, 39(6):143-157.(ZHANG D X, ZHANG M. A review on application studies of LDA topic models in library and information science field[J]. Documentation, information&knowledge, 2022, 39(6):143-157.)
[10] KOLLER D, FRIEDMAN N. Probabilistic graphical models:principles and techniques[M]. Cambridge:MIT Press, 2009.
[11] 王勋鸿,马建春.国内图情领域用户画像研究现状及主题分析[J].图书馆学刊, 2022, 44(4):104-111.(WANG X H, MA J C. Research status and theme analysis of user portrait in the field of library and information in China[J]. Journal of library science, 2022, 44(4):104-111.)
[12] 顾益军,樊孝忠,王建华,等.中文停用词表的自动选取[J].北京理工大学学报, 2005(4):337-340.(GU Y J, FAN X Z, WANG J H, et al. Automatic selection of Chinese stoplist[J]. Transactions of Beijing Institute of Technology, 2005(4):337-340.)
[13] ARUN R, SURESH V, VENI M, et al. On finding the natural number of topics with latent Dirichlet allocation:some observations[C]//Advances in knowledge discovery and data mining:14th Pacific-Asia conference. Hyderabad:Springer, 2010:391-402.
[14] SHARMA A, RANA N, NUNKOO R. Fifty years of information management research:a conceptual structure analysis using structural topic modeling[J]. International journal of information management, 2021, 58:102316.
[15] 王大阜,邓志文,贾志勇,等.多维属性视角下学者用户画像构建及合作学者推荐研究[J].南京师大学报(自然科学版), 2023, 46(3):112-122.(WANG D F, DENG Z W, JIA Z Y, et al. Research on the construction of scholar user portrait and the recommendation of cooperative scholars from the perspective of multidimensional attributes[J]. Journal of Nanjing Normal University (natural science edition), 2023, 46(3):112-122.)
[16] 刘一鸣,徐春霞.基于用户画像的公共图书馆健康信息精准服务路径研究[J].图书馆, 2023(9):53-59.(LIU Y M, XU C X. Research on precise service path of health information in public libraries based on user portrait[J]. Library, 2023(9):53-59.)
[17] 刘漫.基于用户画像的高校图书馆阅读推广模式构建[J].图书馆理论与实践, 2019(7):21-26.(LIU M. Construction of university library reading promotion model based on user portrait[J]. Library theory and practice, 2019(7):21-26.)
[18] 惠艳.公共图书馆微信视频号阅读推广路径研究——基于CCDVTP营销模型视角[J].图书馆工作与研究, 2022(7):82-88.(HUI Y. Research on Wechat video number reading promotion path of public library:based on the perspective of CCDVTP marketing model[J]. Library work and study, 2022, 1(7):82-88.)
[19] 李贵云.基于AISAS模型的公共图书馆少儿分级数字阅读推广路径研究[J].图书馆工作与研究, 2021(12):112-120.(LI G Y. Research on the promotion path of graded digital reading for children in public libraries based on AISAS model[J]. Library work and study, 2021, 1(12):112-120.)
[20] 周昕,孔梦帆.基于S-O-R模型的图书馆低幼儿阅读流失行为演化模型研究[J].情报科学, 2023, 41(10):47-56.(ZHOU X, KONG M F. Evolutionary model of young children's reading loss behavior in library based on S-O-R model[J]. Information science, 2023, 41(10):47-56.)
[21] 程秀峰,周玮珽,张小龙,等.基于用户画像的图书馆智慧参考咨询服务模式研究[J].图书馆学研究, 2021(2):86-93, 101.(CHENG X F, ZHOU W T, ZHANG X L, et al. Research on intelligent reference service model of library based on user portrait[J]. Research on library science, 2021(2):86-93, 101.)
[22] 闫舟舟,詹庆东.媒介融合视角下高校图书馆参考咨询服务流程再造研究[J].图书情报工作, 2021, 65(3):61-66.(YAN Z Z, Zhan Q D. Research on the process reengineering of reference service in university library from the perspective of media integration[J]. Library and information service, 2021, 65(3):61-66.)
[23] 杨传斌,楼应凡.基于用户画像的讲座信息精准推送服务研究[J].数字图书馆论坛, 2021(10):60-65.(YANG C B, LOU Y F. Research on precise lecture information push service based on user portrait[J]. Digital library forum, 2021(10):60-65.)
[24] 薛欢雪.高校图书馆学科服务用户画像创建过程[J].图书馆学研究, 2018(13):67-71, 82.(XUE H X. University library subject service user portrait creation process[J]. Research on library science, 2018(13):67-71, 82.)
[25] 朱会华.基于用户画像的高校图书馆学科采访模式研究[J].图书馆学研究, 2020(19):36-40, 49.(ZHU H H. Research on subject interview mode of university library based on user portrait[J]. Research on library science, 2020(19):36-40, 49.)
[26] 马管,李娜,马建霞.用户画像建模技术在学科服务中的应用探讨[J].数字图书馆论坛, 2019(9):30-36.(MA G, LI N, MA J X. Research on subject service innovation model based on user profile[J]. Digital library forum, 2019(9):30-36.)
[27] 王仁武,张文慧.学术用户画像的行为与兴趣标签构建与应用[J].现代情报, 2019, 39(9):54-63.(WANG R W, ZHANG W H. Behavior and interest labeling construction and application of academic user portraits[J]. Journal of modern information, 2019, 39(9):54-63.)
[28] 王美月,王萍,贾琼,等.基于动态用户画像的学术虚拟社区粘性驱动机制研究[J].现代情报, 2019, 39(7):9-17.(WANG M Y, WANG P, JIA Q, et al. Research on sticky driving mechanism in virtual academic community based on dynamic user profile[J]. Journal of modern information, 2019, 39(7):9-17.)
[29] 林艺山,詹庆东.面向科研过程的高校图书馆联盟学科服务平台的设计与实现——以FULink学科服务平台为例[J].国家图书馆学刊, 2022, 31(2):33-41.(LIN Y S, ZHAN Q D. Design and implementation of research-oriented subject service platform for alliance of university libraries:taking FULink as an example[J]. Journal of the National Library of China, 2022, 31(2):33-41.)
[30] 杨晓雯.人工智能视域下的医护科研人员知识服务[J/OL].图书馆论坛, 1-11[2024-03-30] http://kns.cnki.net/kcms/detail/44.1306.g2.20230707.1701.002.html.(YANG X W. Research on knowledge service strategy of medical researchers from the perspective of artificial Intelligence[J/OL]. Library tribune, 1-11[2024-03-30. http://kns.cnki.net/kcms/detail/44.1306.g2.20230707.1701.002.html.)
[31] 许鹏程,毕强,张晗,等.数据驱动下数字图书馆用户画像模型构建[J].图书情报工作, 2019, 63(3):30-37.(XU P C, BI Q, ZHANG H, et al. Construction of digital library user profile driven by data[J]. Library and information service, 2019, 63(3):30-37.)
[32] 李雪,马祥涛,钟建法.面向基层图书馆分众服务的用户阅读画像[J].图书馆论坛, 2022, 42(12):86-95.(LI X, MA X T, ZHONG J F. Creation of reader personas and service segmentation design of grassroots libraries[J]. Library tribune, 2022, 42(12):86-95.)
[33] 王毅,吴睿青.公共图书馆数字文化资源服务用户画像研究[J].图书情报工作, 2021, 65(16):42-55.(WANG Y, WU R Q. Research on user portrait of digital cultural resource service in public library[J]. Library and information service, 2021, 65(16):42-55.)
[34] 郭宇,孙振兴,刘文晴,等.基于数据驱动的移动图书馆UGC用户画像研究[J].情报理论与实践, 2022, 45(1):30-37.(GUO Y, SUN Z X, LIU W Q, et al. Research on UGC user portrait of mobile library based on data driven[J]. Information studies:theory&application, 2022, 45(1):30-37.)
[35] 陈添源,吴锦辉,杨思洛.数据驱动的高校图书馆用户画像构建研究[J].国家图书馆学刊, 2023, 32(3):64-75.(CHEN T Y, WU J H, YANG S L. Research on the construction of university library user profile based on data-driven[J]. Journal of the National Library of China, 2023, 32(3):64-75.)
[36] 贾伟,刘旭艳,徐彤阳.融合用户智能标签与社会化标签的推荐服务[J].情报科学, 2019, 37(10):120-125.(JIA W, LIU X Y, XU T Y. Recommendation service integrating user smart tags with social tags[J]. Information science, 2019, 37(10):120-125.)
[37] 王英,梁思怡,杨巍,等.面向纸本图书的图书馆用户画像构建探索[J].图书馆杂志, 2023, 42(2):128-133.(WANG Y, LIANG S Y, YANG W, et al. Exploration on the construction of library user portraits oriented to physical books[J]. Library journal, 2023, 42(2):128-133.)
[38] 胡婧,陈添源,詹庆东,等.数据驱动的高校图书馆用户留存研究[J].图书馆论坛, 2022, 42(11):69-77.(HU J, CHEN T Y, ZHAN Q D, et al. Data-driven study on user retention in university libraries[J]. Library tribune, 2022, 42(11):69-77.)
[39] 汪晴.基于用户画像的高校图书馆阅读报告系统的设计与实现——以南京航空航天大学图书馆为例[J].新世纪图书馆, 2022(9):44-49.(WANG Q. Design and implementation of university library reading report system based on user portrait:taking the library of Nanjing university of aeronautics and astronautics as an example[J]. New century library, 2022(9):44-49.)
[40] 赵杨,杨彬,董姝仪,等.多源大数据驱动的移动图书馆个性化推荐系统设计与实现[J].图书馆学研究, 2021(11):20-31.(ZHAO Y, YANG B, DONG S Y. Design and implementation of personalized recommendation system for mobile library driven by multi-source big data[J]. Research on library science, 2021(11):20-31)
[41] 李业根.基于大数据的图书馆信息营销策略[J].图书馆学刊, 2014, 36(10):7-9.(LI Y G. Library information marketing strategy based on big data[J]. Journal of library science, 2014, 36(10):7-9)
[42] 储节旺,吴若航.短视频时代图书馆知识营销模式构建研究[J].大学图书馆学报, 2021, 39(05):63-71.(CHU J W, WU R H. Research on the construction of library knowledge marketing model in the era of short video[J]. Journal of academic libraries, 2021, 39(05):63-71.)
[43] 朱会华,肖海清,梁红烂.基于用户画像的智能荐购模式研究[J].图书馆学研究, 2020(7):34-38.(ZHU H H, XIAO H Q, LIANG H L. Research on intelligent recommendation purchase model based on user portrait[J]. Research on library science, 2020(7):34-38.)
[44] 刘霞.从年度数据报告看我国"一流大学"图书馆的服务现状与趋势[J].大学图书馆学报, 2020, 38(3):89-96.(LIU X. Analysis on service status and trends of Chinese top university libraries from perspective of annual reports[J]. Journal of academic libraries, 2020, 38(3):89-96.)
[45] 陆长玮.品牌赋能:高校图书馆品牌资源的开发策略与应用场景研究——以复旦大学图书馆为例[J].大学图书馆学报, 2023, 41(5):26-32.(LU C W. Brand empowerment:research on the development strategy and application scenario of university library brand resources:taking Fudan university library as an example[J]. Journal of academic libraries, 2023, 41(5):26-32.)
[46] 龚晓婷,肖铮,周绍彬,等.图书馆营销品牌升级实施策略——以厦门大学图书馆"Library Go "为例[J].大学图书馆学报, 2019, 37(2):29-33.(GONG X T, XIAO Z, ZHOU S B. Implementation strategy of library marketing brand upgrade:taking" library go"of Xiamen university library as an example[J]. Journal of academic libraries, 2019, 37(2):29-33.)
[47] 杨孟辉,,任超,谢宝玲,等.基于校园行为特征的学生就业画像[J].图书馆论坛, 2024, 44(1):62-70.(YANG M H, REN C, XIE B L, et al. Study on students'employment portrait based on campus behavior feature data[J]. Library tribune, 2024, 44(01):62-70.)
[48] 龙泉.高校图书馆多元空间用户画像构建与分析——以武汉大学图书馆为例[J].图书馆杂志, 2023, 42(2):120-131.(LONG Q. Development and analysis of user personas in multiple spaces at university libraries:taking Wuhan university as an example[J]. Library journal, 2023, 42(2):120-131.)
[49] 高靖超,彭丽徽,张艳丰,等.在线医疗社区健康焦虑用户画像模型构建及实证研究[J].图书情报工作, 2023, 67(16):124-134.(GAO J C, PENG L H, ZHANG Y F, et al. Construction and empirical research of health anxiety user portrait model in online medical community[J]. Library and information service, 2023, 67(16):124-134.)
[50] 刘泽,邵波,王怡.数据驱动下图书馆智慧参考咨询服务模式研究[J].情报理论与实践, 2023, 46(5):176-184.(LIU Z, SHAO B, WANG Y. Research on a data-driven model for smart reference service in libraries[J]. Information studies:theory&application. 2023, 46(5):176-184.)
[51] 于兴尚,王迎胜.面向精准化服务的图书馆用户画像模型构建[J].图书情报工作, 2019, 63(22):41-48.(YU X S, WANG Y S. Research on the construction of library precision service model based on user portrait[J]. Library and information service, 2019, 63(22):41-48.)
[52] 李晓敏,熊回香,杜瑾,等.智慧图书馆中基于用户画像的图书推荐研究[J].情报科学, 2021, 39(7):15-22.(LI X M, XIONG H X, DU J, et al. Book recommendation based on user portrait in smart library[J]. Information science, 2021, 39(7):15-22.)
[53] 吴文瀚.搜索引擎全量数据的用户画像模型研究——设计与实证[J].图书情报工作, 2022, 66(4):129-141.(WU W H. Research on user portrait model of the full data of search engines:design and empirical study[J]. Library and information service, 2022, 66(4):129-141.)
[54] 尹婷婷,郭永建.数据驱动背景下智慧图书馆用户画像模型构建与研究[J].图书馆理论与实践, 2023(4):81-86.(YI T T, GUO Y J. Construction and research on user profile model of smart library under the background of data driven[J]. Library theory and practice, 2023(4):81-86.)