Heading toward Artificial Intelligence 2.0

被引：254

作者：

Pan, Yunhe ^{[1
]}

机构：

[1] Chinese Acad Engn, Beijing 100088, Peoples R China

来源：

ENGINEERING | 2016年 / 2卷 / 04期

关键词：

Artificial intelligence 2.0; Big data; Crowd intelligence; Cross-media; Human-machine hybrid-augmented intelligence; Autonomous-intelligent system; GAME;

D O I：

10.1016/J.ENG.2016.04.018

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

With the popularization of the Internet, permeation of sensor networks, emergence of big data, increase in size of the information community, and interlinking and fusion of data and information throughout human society, physical space, and cyberspace, the information environment related to the current development of artificial intelligence (AI) has profoundly changed. AI faces important adjustments, and scientific foundations are confronted with new breakthroughs, as AI enters a new stage: AI 2.0. This paper briefly reviews the 60-year developmental history of AI, analyzes the external environment promoting the formation of AI 2.0 along with changes in goals, and describes both the beginning of the technology and the core idea behind AI 2.0 development. Furthermore, based on combined social demands and the information environment that exists in relation to Chinese development, suggestions on the development of AI 2.0 are given. (C) 2016 THE AUTHORS. Published by Elsevier LTD on behalf of Chinese Academy of Engineering and Higher Education Press Limited Company.

引用

页码：409 / 413

页数：5

共 23 条

[11]

LEE K, CROWD INTELLIGENCE E

[12]

Lighthill J., 1973, ARTIFICIAL INTELLIGE, P1

[13] Margaret McCartney: Game on for Pokemon Go [J].

McCartney, Margaret .

BMJ-BRITISH MEDICAL JOURNAL, 2016, 354

[14]

MEARIAN L, 2016, GOOGLES DEEPMIND AI

[15] The power of crowds [J].

Michelucci, Pietro ;

Dickinson, Janis L. .

SCIENCE, 2016, 351 (6268) :32-33

[16]

Moor JH., 2003, The turing test: the elusive standard of artificial intelligence, DOI [10.1007/978-94-010-0105-2, DOI 10.1007/978-94-010-0105-2]

[17] 2020 visions [J].

Norvig, Peter ;

Relman, David A. ;

Goldstein, David B. ;

Kammen, Daniel M. ;

Weinberger, Daniel R. ;

Aiello, Leslie C. ;

Church, George ;

Hennessy, John L. ;

Sachs, Jeffrey ;

Burrows, Adam ;

Pisano, Gary P. ;

Goldstein, Joshua R. ;

Anastas, Paul ;

Klausner, Richard ;

Baltimore, David ;

Montgomery, David R. ;

Baer, Thomas M. ;

Bigelow, Nicholas P. ;

Holt, Robert D. ;

Nicholson, Jeremy K. .

NATURE, 2010, 463 (7277) :26-32

[18] Mastering the game of Go with deep neural networks and tree search [J].

Silver, David ;

Huang, Aja ;

Maddison, Chris J. ;

Guez, Arthur ;

Sifre, Laurent ;

van den Driessche, George ;

Schrittwieser, Julian ;

Antonoglou, Ioannis ;

Panneershelvam, Veda ;

Lanctot, Marc ;

Dieleman, Sander ;

Grewe, Dominik ;

Nham, John ;

Kalchbrenner, Nal ;

Sutskever, Ilya ;

Lillicrap, Timothy ;

Leach, Madeleine ;

Kavukcuoglu, Koray ;

Graepel, Thore ;

Hassabis, Demis .

NATURE, 2016, 529 (7587) :484-+

[19] Harmonizing hierarchical manifolds for multimedia document semantics understanding and cross-media retrieval [J].

Yang, Yi ;

Zhuang, Yue-Ting ;

Wu, Fei ;

Pan, Yun-He .

IEEE TRANSACTIONS ON MULTIMEDIA, 2008, 10 (03) :437-446

[20]

YAO L, ARXIV150208029

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