Defining Artificial Intelligence

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Publisher: SMPTE — White Plains, NY, USA
Doc Type: Journal Article
Content Type: Original Research
Abbreviated Title: SMPTE Mot. Imag. J
Volume: 128, No. 1, pp. 26–32
Abstract: This paper explores the fundamentals of artificial intelligence (AI), including machine learning, deep learning, and artificial general intelligence. It provides an overview of the technologies and concepts involved. There is an exploration of the principles of and differentiation between machine and deep learning. This paper also discusses the impact of AI technology on society and the current and potential emerging roles of AI in the media and entertainment space. Concepts such as general versus narrow intelligence, optimization space, and how simple narrow functions of AI differ from complex functions such as biological life and theoretical general AI are covered.
Publication Date: 2019-01-01
DOI: 10.5594/JMI.2018.2880366
ISSN: Print: 1545-0279 | Electronic: 2160-2492
Link: https://doi.org/10.5594/JMI.2018.2880366
Author(s): Richard Welsh
Keyword(s): Artificial Intelligence, Computer Intelligence, Deep Learning, General Artificial Intelligence, Human Intelligence, Machine Learning
Copyright: © 2018 SMPTE

Bibliographic Reference(s)

C. Smith, B. McGuire, T. Huang, and G. Yang, History of Computing, CSEP 590A, University of Washington, 2006. EXTERNAL
P. J. Hayes and L. Morgenstern, “On John McCarthy’s 80th Birthday, in Honor of His Contributions,” AI Magazine. Association for the Advancement of Artificial Intelligence, 2007. EXTERNAL
D. Barber, Bayesian Reasoning and Machine Learning, Cambridge University Press, U.K., pp. 8–9, 2012. [Online]. Available: http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/270212.pdf EXTERNAL
A. Turing, “Computing Machinery and Intelligence,” Mind, LIX (238):433–460, Oct. 1950. EXTERNAL

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<span class="citation">Richard Welsh; <cite>Defining Artificial Intelligence</cite>, SMPTE Motion Imaging Journal ( Volume: 128, Issue: 1, 2019); SMPTE, 2019. Available at <a href="https://doi.org/10.5594/JMI.2018.2880366" target="_blank" rel="noopener">https://doi.org/10.5594/JMI.2018.2880366</a></span>

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Richard Welsh; Defining Artificial Intelligence, SMPTE Motion Imaging Journal ( Volume: 128, Issue: 1, 2019); SMPTE, 2019
doi: 10.5594/JMI.2018.2880366
url: https://doi.org/10.5594/JMI.2018.2880366

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Richard Welsh; <cite id="bib-10-5594-jmi-2018-2880366">Defining Artificial Intelligence</cite>, SMPTE Motion Imaging Journal ( Volume: 128, Issue: 1, 2019); SMPTE, 2019
<span class="doi">10.5594/JMI.2018.2880366</span>
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