Abstract
Cognitive Computing is becoming a catchphrase in the technology world, with the promise of new smart services offered by industry giants like IBM and Google. We observe that the latest technologies do not represent a major departure from previous achievements in Artificial Intelligence. An example from language processing demonstrates that present day Cognitive Computing still struggles with long-standing issues in AI. We conclude that in the absence of fundamental breakthroughs, it might be more fruitful to follow Licklider’s lead and adopt Symbiotic Computing as a metaphor for designing software programs that enhance human cognitive performance.
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References
Hinton, G.E., Osindero, S., Teh, Y.-W.: A fast learning algorithm for deep belief nets. Neural Comput. 18(7), 1527–1554 (2006). doi:10.1162/neco.2006.18.7.1527
Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., et al.: Going Deeper with Convolutions. Google Technical report (2014). arXiv.org
Searle, J.R.: Minds, brains, and programs. Behav. Brain Sci. 3(03), 417–424 (1980). doi:10.1017/S0140525X00005756
Rumelhart, D.E., McClelland, J.L., CORPORATE PDP Research Group, (eds.): Parallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol. 1: Foundations. MIT Press, Cambridge (1986)
Yen, J.: Fuzzy logic-a modern perspective. IEEE Trans. Knowl. Data Eng. 11(1), 153–165 (1999). doi:10.1109/69.755624
Zadeh, L.A.: Soft computing and fuzzy logic. IEEE Softw. 11(6), 48–56 (1994). doi:10.1109/52.329401
Johnson, R.C.: What is cognitive computing? Dr. Dobb’s J. 18(2), 18–24 (1993)
Ferrucci, D., Brown, E., Chu-Carroll, J., Fan, J., Gondek, D., Kalyanpur, A.A., et al.: Building watson: an overview of the DeepQA project. AI Mag. 31(3), 59–79 (2010). doi:10.1609/aimag.v31i3.2303
Chomsky, N.: Syntactic Structures. Mouton, The Hague (1957)
Pereira, F.: Formal grammar and information theory: together again? Philos. Trans. R. Soc. Lond. Math. Phys. Eng. Sci. 358(1769), 1239–1253 (2000). doi:10.1098/rsta.2000.0583
Pustejovsky, J.: The Generative Lexicon. MIT Press, Cambridge (1995)
Deep parsing in Watson. IBM J. Res. Dev. 56(3.4), 3:1–3:15 (2012). doi:10.1147/JRD.2012.2185409
Licklider, J.C.R.: Man-computer symbiosis. IRE Trans. Hum. Factors Electron. 1, 411 (1960). doi:10.1109/THFE2.1960.4503259
Veres, C.: LexiTags: an interlingua for the social semantic web. Social Data on the Web (SDoW) Workshop at the 10th International Semantic Web Conference, 23–27 October (2011)
Veres, C.: Crowdsourced semantics with semantic tagging: “Dont just tag it, LexiTag it!”. In: Acosta, M., Aroyo, L., Bernstein, A., Lehmann, J., Noy, N.F, Simperl, E. (eds.) Proceedings of the 1st International Workshop on Crowd- sourcing the Semantic Web, Sydney, Australia, 19 October 2013. CEUR Workshop Proceedings (2013)
Blei, D.M.: Probabilistic topic models. Commun. ACM 55(4), 77–84 (2012). doi:10.1145/2133806.2133826
Veres, C.: Schema.org for the Semantic Web with MaDaME. In: Lohmann, S. (ed.) Proceedings of the I-SEMANTICS 2013 Posters & Demonstrations Track. CEUR-WS.org, Graz, Austria, 4–6 September 2013, vol. 1026. CEUR Workshop Proceedings (2013)
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Veres, C. (2015). How to Talk to a Cognitive Computer. In: Biemann, C., Handschuh, S., Freitas, A., Meziane, F., Métais, E. (eds) Natural Language Processing and Information Systems. NLDB 2015. Lecture Notes in Computer Science(), vol 9103. Springer, Cham. https://doi.org/10.1007/978-3-319-19581-0_13
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DOI: https://doi.org/10.1007/978-3-319-19581-0_13
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