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Brooks, Rodney A. (1991). “Intelligence without representation”. 《Artificial Intelligence》 47 (1): 139–159. doi:10.1016/0004-3702(91)90053-M. ISSN 0004-3702. S2CID 207507849. 2022년 9월 13일에 확인함.
Clancey, William (1987). 《Knowledge-Based Tutoring: The GUIDON Program (MIT Press Series in Artificial Intelligence)》 Hacover판.
Crevier, Daniel (1993). 《AI: The Tumultuous Search for Artificial Intelligence》. New York, NY: BasicBooks. ISBN 0-465-02997-3. .
Dreyfus, Hubert L (1981). “From micro-worlds to knowledge representation: AI at an impasse” (PDF). 《Mind Design》 (MIT Press, Cambridge, MA): 161–204.
Garcez, Artur S. d'Avila; Broda, Krysia; Gabbay, Dov M.; Gabbay, Augustus de Morgan Professor of Logic Dov M. (2002). 《Neural-Symbolic Learning Systems: Foundations and Applications》. Springer Science & Business Media. ISBN 978-1-85233-512-0.
Garcez, Artur; Besold, Tarek; De Raedt, Luc; Földiák, Peter; Hitzler, Pascal; Icard, Thomas; Kühnberger, Kai-Uwe; Lamb, Luís; Miikkulainen, Risto; Silver, Daniel (2015). 《Neural-Symbolic Learning and Reasoning: Contributions and Challenges》. AAI Spring Symposium - Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. Stanford, CA: AAAI Press. doi:10.13140/2.1.1779.4243.
Garcez, Artur d'Avila; Gori, Marco; Lamb, Luis C.; Serafini, Luciano; Spranger, Michael; Tran, Son N. (2019), 《Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning》, arXiv:1905.06088
Garcez, Artur d'Avila; Lamb, Luis C. (2020), 《Neurosymbolic AI: The 3rd Wave》, arXiv:2012.05876
Haugeland, John (1985), 《Artificial Intelligence: The Very Idea》, Cambridge, Mass: MIT Press, ISBN 0-262-08153-9
Hayes-Roth, Frederick; Murray, William; Adelman, Leonard (2015). “Expert systems”. 《AccessScience》 (영어). doi:10.1036/1097-8542.248550.
Honavar, Vasant; Uhr, Leonard (1994). 《Symbolic Artificial Intelligence, Connectionist Networks & Beyond》 (기술 보고서). Iowa State University Digital Repository, Computer Science Technical Reports. 76. 6쪽.
Honavar, Vasant (1995). 《Symbolic Artificial Intelligence and Numeric Artificial Neural Networks: Towards a Resolution of the Dichotomy》. The Springer International Series In Engineering and Computer Science. Springer US. 351–388쪽. doi:10.1007/978-0-585-29599-2_11.
Howe, J. (November 1994). “Artificial Intelligence at Edinburgh University: a Perspective”. 2007년 5월 15일에 원본 문서에서 보존된 문서. 2007년 8월 30일에 확인함.
Kautz, Henry (2020년 2월 11일). 《The Third AI Summer, Henry Kautz, AAAI 2020 Robert S. Engelmore Memorial Award Lecture》. 2022년 7월 6일에 확인함.
Kautz, Henry (2022). “The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture”. 《AI Magazine》 43 (1): 93–104. doi:10.1609/aimag.v43i1.19122. ISSN 2371-9621. S2CID 248213051. 2022년 7월 12일에 확인함.
Kodratoff, Yves; Michalski, Ryszard, 편집. (1990). 《Machine Learning : an Artificial Intelligence Approach》 III. San Mateo, Calif.: Morgan Kaufman. ISBN 0-934613-09-5. OCLC 893488404.
Kolata, G. (1982). “How can computers get common sense?”. 《Science》 217 (4566): 1237–1238. Bibcode:1982Sci...217.1237K. doi:10.1126/science.217.4566.1237. PMID 17837639.
Maker, Meg Houston (2006). “AI@50: AI Past, Present, Future”. Dartmouth College. 2007년 1월 3일에 원본 문서에서 보존된 문서. 2008년 10월 16일에 확인함.
Marcus, Gary; Davis, Ernest (2019). 《Rebooting AI: Building Artificial Intelligence We Can Trust》. New York: Pantheon Books. ISBN 9781524748258. OCLC 1083223029.
Marcus, Gary (2020), 《The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence》, arXiv:2002.06177
McCarthy, John (1959). 《PROGRAMS WITH COMMON SENSE》. Symposium on Mechanization of Thought Processes. NATIONAL PHYSICAL LABORATORY, TEDDINGTON, UK. 8쪽.
McCarthy, John; Hayes, Patrick (1969). B. Meltzer, Donald Michie (eds.). “Some Philosophical Problems From the Standpoint of Artificial Intelligence”. 《Machine Intelligence 4》: 463–502.
McCorduck, Pamela (2004), 《Machines Who Think》 2판, Natick, MA: A. K. Peters, Ltd., ISBN 1-56881-205-1
Michalski, Ryszard; Carbonell, Jaime; Mitchell, Tom, 편집. (1983). 《Machine Learning : an Artificial Intelligence Approach》 I. Palo Alto, Calif.: Tioga Publishing Company. ISBN 0-935382-05-4. OCLC 9262069.
Michalski, Ryszard; Carbonell, Jaime; Mitchell, Tom, 편집. (1986). 《Machine Learning : an Artificial Intelligence Approach》 II. Los Altos, Calif.: Morgan Kaufman. ISBN 0-934613-00-1.
Newell, Allen; Simon, Herbert A. (1972). 《Human Problem Solving》 1판. Englewood Cliffs, New Jersey: Prentice Hall. ISBN 0-13-445403-0.
Newell, Allen; Simon, H. A. (1976). “Computer Science as Empirical Inquiry: Symbols and Search”. 《Communications of the ACM》 19 (3): 113–126. doi:10.1145/360018.360022.
Nilsson, Nils (1998). 《Artificial Intelligence: A New Synthesis》. Morgan Kaufmann. ISBN 978-1-55860-467-4. 2020년 7월 26일에 원본 문서에서 보존된 문서. 2019년 11월 18일에 확인함.
Olazaran, Mikel (1993년 1월 1일), 〈A Sociological History of the Neural Network Controversy〉,   Yovits, Marshall C., 《Advances in Computers Volume 37》 37, Elsevier, 335–425쪽, doi:10.1016/S0065-2458(08)60408-8, ISBN 9780120121373, 2023년 10월 31일에 확인함
Pearl, J. (1988). 《Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference》. San Mateo, California: Morgan Kaufmann. ISBN 978-1-55860-479-7. OCLC 249625842.
Russell, Stuart J.; Norvig, Peter (2021). 《Artificial Intelligence: A Modern Approach》 4판. Hoboken: Pearson. ISBN 978-0-13-461099-3. LCCN 20190474.
Rossi, Francesca (2022년 7월 6일). “AAAI2022: Thinking Fast and Slow in AI (AAAI 2022 Invited Talk)”. 2022년 7월 6일에 확인함.
Selman, Bart (2022년 7월 6일). “AAAI2022: Presidential Address: The State of AI”. 2022년 7월 6일에 확인함.
Serafini, Luciano; Garcez, Artur d'Avila (2016년 7월 7일), 《Logic Tensor Networks: Deep Learning and Logical Reasoning from Data and Knowledge》, arXiv:1606.04422
Spiegelhalter, David J.; Dawid, A. Philip; Lauritzen, Steffen; Cowell, Robert G. (1993). “Bayesian analysis in expert systems”. 《Statistical Science》 8 (3).
Turing, A. M. (1950). “I.—Computing Machinery and Intelligence”. 《Mind》 LIX (236): 433–460. doi:10.1093/mind/LIX.236.433. ISSN 0026-4423. 2022년 9월 14일에 확인함.
Valiant, Leslie G (2008). 〈Knowledge Infusion: In Pursuit of Robustness in Artificial Intelligence〉.   Hariharan, R.; Mukund, M.; Vinay, V. 《Foundations of Software Technology and Theoretical Computer Science (Bangalore)》. 415–422쪽.
Xifan Yao; Jiajun Zhou; Jiangming Zhang; Claudio R. Boer (2017). 《From Intelligent Manufacturing to Smart Manufacturing for Industry 4.0 Driven by Next Generation Artificial Intelligence and Further On》. 2017 5th International Conference on Enterprise Systems (ES). IEEE. doi:10.1109/es.2017.58.