专辑:人工智能与情报学

从谷歌大脑看人工智能在知识服务上的应用*

  • 刘寅斌 胡亚萍
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  • 1.上海大学管理学院
刘寅斌,男,上海大学管理学院副教授;胡亚萍,女,上海大学管理学院硕士研究生。

收稿日期: 2017-11-21

  网络出版日期: 2018-02-07

基金资助

*本文系上海市教育委员会本科重点课程“智慧城市与数字化-互联网环境下的社会新范式”研究成果之一。

The Application of Artificial Intelligence in Knowledge Service Seeing from Google's Brain

  • Li Yanbin Hu Yaping
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Received date: 2017-11-21

  Online published: 2018-02-07

摘要

:文章首先对谷歌大脑的发展及影响进行了概述。然后结合谷歌大脑的研究成果,构建了人工智能知识服务应用模式,分析了人工智能在提高知识利用/准确率、帮助快速掌握领域知识、关注潜在需求,以及创造新知识等4个不同层次的应用。分析认为人工智能还处于发展初期,需要储备足够的大数据以支撑知识服务的开展,并且人工智能应用应该以问题为中心。

本文引用格式

刘寅斌 胡亚萍 . 从谷歌大脑看人工智能在知识服务上的应用*[J]. 图书与情报, 2017 , 37(06) : 112 -116 . DOI: 10.11968/tsyqb.1003-6938.2017121

Abstract

Firstly, the Google Brain's development process and research results were reviewed, and the status was analyzed. Secondly, five problems in knowledge service were pointed out ,that is the low utilization of the knowledge, the fragmentation, the qualities , limited learning abilities versus the quick development of knowledge , the lack of new knowledge and so on. Combined with the Google Brain's research results, the AI knowledge service application model was given. Thirdly, the authors looked into the different application levels AI in knowledge service, including improving the utilization rate and accuracy rate, helping to master knowledge involved, satisfying the potential demand and creating new knowledge. At last, the essay demonstrated that AI development is still in the early stage, and enough data is necessary. Besides, the application should be problem-centered.
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