Machine Knowledge and Human Cognition
Intelligent machines are knowledge systems with unique knowledge structure and function. In this paper, we discuss issues including the characteristics and forms of machine knowledge, the relationship between knowledge and human cognition, and the approach to acquire machine knowledge. These issues...
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| Main Authors: | , , , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Tsinghua University Press
2020-12-01
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| Series: | Big Data Mining and Analytics |
| Subjects: | |
| Online Access: | https://www.sciopen.com/article/10.26599/BDMA.2020.9020009 |
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| _version_ | 1832568954240892928 |
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| author | Fashen Li Lian Li Jianping Yin Liang Huang Qingguo Zhou Ning An Yong Zhang Li Liu Jialin Zhang Kun Kuang Lei Yang Zhixi Wu Lianchun Yu |
| author_facet | Fashen Li Lian Li Jianping Yin Liang Huang Qingguo Zhou Ning An Yong Zhang Li Liu Jialin Zhang Kun Kuang Lei Yang Zhixi Wu Lianchun Yu |
| author_sort | Fashen Li |
| collection | DOAJ |
| description | Intelligent machines are knowledge systems with unique knowledge structure and function. In this paper, we discuss issues including the characteristics and forms of machine knowledge, the relationship between knowledge and human cognition, and the approach to acquire machine knowledge. These issues are of great significance to the development of artificial intelligence. |
| format | Article |
| id | doaj-art-fc460923e8814e9f8b55feccb7736335 |
| institution | Kabale University |
| issn | 2096-0654 |
| language | English |
| publishDate | 2020-12-01 |
| publisher | Tsinghua University Press |
| record_format | Article |
| series | Big Data Mining and Analytics |
| spelling | doaj-art-fc460923e8814e9f8b55feccb77363352025-02-02T23:47:57ZengTsinghua University PressBig Data Mining and Analytics2096-06542020-12-013429229910.26599/BDMA.2020.9020009Machine Knowledge and Human CognitionFashen Li0Lian Li1Jianping Yin2Liang Huang3Qingguo Zhou4Ning An5Yong Zhang6Li Liu7Jialin Zhang8Kun Kuang9Lei Yang10Zhixi Wu11Lianchun Yu12<institution>School of Physical Science and Technology, Lanzhou University</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country><institution>School of Computer Science and Information Engineering, Hefei University of Technology</institution>, <city>Hefei</city> <postal-code>230009</postal-code>, <country>China</country><institution>School of Cyber Science and Engineering, Dongguan University of Technology</institution>, <city>Dongguan</city> <postal-code>523808</postal-code>, <country>China</country><institution>Institute of Computational Physics and Complex Systems, Lanzhou University</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country><institution>School of Information Science and Engineering, Lanzhou University</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country><institution>School of Computer Science and Information Engineering, Hefei University of Technology</institution>, <city>Hefei</city> <postal-code>230601</postal-code>, <country>China</country><institution content-type="dept">Department of Physics</institution>, <institution>Xiamen University</institution>, <city>Xiamen</city> <postal-code>361005</postal-code>, <country>China</country><institution>School of Big Data & Software Engineering, Chongqing University</institution>, <city>Chongqing</city> <postal-code>400044</postal-code>, <country>China</country><institution>Institute of Computing Technology, Chinese Academy of Sciences</institution>, <city>Beijing</city> <postal-code>100190</postal-code>, <country>China</country><institution>College of Computer Science and Technology, Zhejiang University</institution>, <city>Hangzhou</city> <postal-code>310000</postal-code>, <country>China</country><institution>Institute of Modern Physics, Chinese Academy of Sciences</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country><institution>Institute of Computational Physics and Complex Systems, Lanzhou University</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country><institution>Institute of Computational Physics and Complex Systems, Lanzhou University</institution>, <city>Lanzhou</city> <postal-code>730000</postal-code>, <country>China</country>Intelligent machines are knowledge systems with unique knowledge structure and function. In this paper, we discuss issues including the characteristics and forms of machine knowledge, the relationship between knowledge and human cognition, and the approach to acquire machine knowledge. These issues are of great significance to the development of artificial intelligence.https://www.sciopen.com/article/10.26599/BDMA.2020.9020009intelligent machinemachine knowledgehuman cognitionknowledge interpretationprinciple of functional similarityprobable approximative correction (pac) model |
| spellingShingle | Fashen Li Lian Li Jianping Yin Liang Huang Qingguo Zhou Ning An Yong Zhang Li Liu Jialin Zhang Kun Kuang Lei Yang Zhixi Wu Lianchun Yu Machine Knowledge and Human Cognition Big Data Mining and Analytics intelligent machine machine knowledge human cognition knowledge interpretation principle of functional similarity probable approximative correction (pac) model |
| title | Machine Knowledge and Human Cognition |
| title_full | Machine Knowledge and Human Cognition |
| title_fullStr | Machine Knowledge and Human Cognition |
| title_full_unstemmed | Machine Knowledge and Human Cognition |
| title_short | Machine Knowledge and Human Cognition |
| title_sort | machine knowledge and human cognition |
| topic | intelligent machine machine knowledge human cognition knowledge interpretation principle of functional similarity probable approximative correction (pac) model |
| url | https://www.sciopen.com/article/10.26599/BDMA.2020.9020009 |
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