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用户画像建模技术在学科服务中的应用探讨*

马管 李娜 马建霞

数字图书馆论坛2019,Vol.4Issue(9):30-36,7.
数字图书馆论坛2019,Vol.4Issue(9):30-36,7.DOI:10.3772/j.issn.1673-2286.2019.09.005

用户画像建模技术在学科服务中的应用探讨*

Research on Subject Service Innovation Model Based on User Profile

马管 1李娜 2马建霞3

作者信息

  • 1. 中国科学院西北生态环境资源研究院,兰州 730000
  • 2. 中国科学院兰州文献情报中心,兰州 730000
  • 3. 中国科学院大学经济与管理学院,北京 100049
  • 折叠

摘要

Abstract

In order to provide better services to subject users and meet their growing specialized and complex information needs, the user profile modeling technology, which is based on a large number of user data and has been frequently used in many fields, is expected to be applied to the subject service. In this paper, firstly, we analyze the feasibility and necessity of the technology to be applied to subject service are analyzed from several aspects. And then,we propose the steps and methods to construct a profile model of subject users. In addition, we illustrate the application scenarios after modeling. Through the organization and in-depth mining and analysis of user data based on the new technology, we expect that it can provide services to subject users with more accurate and more efficient and thus promote the further development of subject service.

关键词

学科用户/用户画像/学科服务

Key words

Subject User/ User Profile/ Subject Service

分类

社会科学

引用本文复制引用

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,2019,4(9):30-36,7.

基金项目

本研究得到国家重点研发计划"生态技术评价方法、指标体系及全球生态治理技术评价"项目的子项目"生态技术评价平台与集成系统研发"(编号:2016YFC0503706)和中国科学院青年创新促进会项目(编号:2016158)以及中国科学院兰州文献情报中心文献情报创新能力建设项目"资源环境用户服务网络建设"(编号:Y8AJ012012)资助. (编号:2016YFC0503706)

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