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2021 | OriginalPaper | Buchkapitel

Information Retrieval from Semantic Memory: BRDL-Based Knowledge Representation and Maude-Based Computer Emulation

verfasst von : Antonio Cerone, Diana Murzagaliyeva

Erschienen in: Software Engineering and Formal Methods. SEFM 2020 Collocated Workshops

Verlag: Springer International Publishing

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Abstract

This paper presents a formal model for the representation of relational information in semantic memory and for its retrieval as a reaction to triggering questions which are normally used in experimental psychology. Information is represented using the Behaviour and Reasoning Description Language (BRDL), while the engine for its retrieval is given by the real-time extension of the Maude rewrite language. Maude’s capability of specifying complex data structures as many sorted algebras and the time features of Real-Time Maude are essential in providing a means for formalising alternative human memory models. Furthermore, using Maude’s object-oriented modelling style, aspects of such alternative memory models may be implemented in separate, interchangeable modules, thus providing a way for their comparison through in silico experiments. Finally, the results of in silico experiments may be contrasted with the data produced through lab experiments and natural observations to yield, on the one hand, a calibration of the emulation engine underlying BRDL and, on the other hand, important insights into alternative theories of cognition.

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Literatur
1.
Zurück zum Zitat Anderson, J.R., Lebiere, C.J.: The Atomic Components of Thought. Lawrence Erlbaum, Hillsdale (1998) Anderson, J.R., Lebiere, C.J.: The Atomic Components of Thought. Lawrence Erlbaum, Hillsdale (1998)
2.
Zurück zum Zitat Atkinson, R.C., Shiffrin, R.M.: Human memory: a proposed system and its control processes. In: Spense, K.W. (ed.) The Psychology of Learning and Motivation: Advances in Research and Theory II, pp. 89–195. Academic Press (1968) Atkinson, R.C., Shiffrin, R.M.: Human memory: a proposed system and its control processes. In: Spense, K.W. (ed.) The Psychology of Learning and Motivation: Advances in Research and Theory II, pp. 89–195. Academic Press (1968)
3.
Zurück zum Zitat Berry, C., Grove, C.: Semantic distance in memory structure: the retrieval of conceptual relationships. Q. J. Exp. Psychol. 35A, 553–570 (1983)CrossRef Berry, C., Grove, C.: Semantic distance in memory structure: the retrieval of conceptual relationships. Q. J. Exp. Psychol. 35A, 553–570 (1983)CrossRef
4.
Zurück zum Zitat Broccia, G., Milazzo, P., Ölveczky, P.C.: Formal modeling and analysis of safety-critical human multitasking. Innovations Syst. Softw. Eng. 15(3–4), 169–190 (2019)CrossRef Broccia, G., Milazzo, P., Ölveczky, P.C.: Formal modeling and analysis of safety-critical human multitasking. Innovations Syst. Softw. Eng. 15(3–4), 169–190 (2019)CrossRef
9.
Zurück zum Zitat Collins, A.M., Loftus, E.F.: A spreading-activation theory of semantic processing. Psychol. Rev. 82, 407–428 (1975)CrossRef Collins, A.M., Loftus, E.F.: A spreading-activation theory of semantic processing. Psychol. Rev. 82, 407–428 (1975)CrossRef
10.
Zurück zum Zitat Collins, A.M., Quillian, M.R.: Retrieval time from semantic memory. J. Verbal Learn. Verbal Behav. 8, 240–247 (1969)CrossRef Collins, A.M., Quillian, M.R.: Retrieval time from semantic memory. J. Verbal Learn. Verbal Behav. 8, 240–247 (1969)CrossRef
11.
Zurück zum Zitat Glass, A.L., Holyoak, K.T.: Alternative onceptions of semantic memory. J. Verbal Learn. Verbal Behav. 5, 598–606 (1975) Glass, A.L., Holyoak, K.T.: Alternative onceptions of semantic memory. J. Verbal Learn. Verbal Behav. 5, 598–606 (1975)
12.
Zurück zum Zitat Hammel, J.E., Hollok, K.J.: Distributed representations of structures: a theory of analogical access and mapping. Psychol. Rev. 104, 427–466 (1997)CrossRef Hammel, J.E., Hollok, K.J.: Distributed representations of structures: a theory of analogical access and mapping. Psychol. Rev. 104, 427–466 (1997)CrossRef
13.
Zurück zum Zitat Hollan, J.D.: Feature and semantic model: seth theoretic or network model? Psychol. Rev. 82, 154–155 (1975)CrossRef Hollan, J.D.: Feature and semantic model: seth theoretic or network model? Psychol. Rev. 82, 154–155 (1975)CrossRef
14.
Zurück zum Zitat Holyoak, K.T.: Analogy and relational reasoning. In: Holyoak, K.T., Morrison, R.G., (eds.) The Oxford handbook of thinking and reasoning, pp. 234–259. Oxford University Press (2012) Holyoak, K.T.: Analogy and relational reasoning. In: Holyoak, K.T., Morrison, R.G., (eds.) The Oxford handbook of thinking and reasoning, pp. 234–259. Oxford University Press (2012)
15.
Zurück zum Zitat Leech, R., Mareschal, D., Cooper, R.P.: Analogy as relational priming: a developmental and computational perspective on the origin of a complex cognitive skill. Behav. Brain Sci. 31, 357–378 (2008)CrossRef Leech, R., Mareschal, D., Cooper, R.P.: Analogy as relational priming: a developmental and computational perspective on the origin of a complex cognitive skill. Behav. Brain Sci. 31, 357–378 (2008)CrossRef
16.
Zurück zum Zitat Martí-Oliet, N., Meseguer, J.: Rewriting logic: roadmap and bibliography. Theoret. Comput. Sci. 285(2), 121–154 (2002)MathSciNetCrossRef Martí-Oliet, N., Meseguer, J.: Rewriting logic: roadmap and bibliography. Theoret. Comput. Sci. 285(2), 121–154 (2002)MathSciNetCrossRef
17.
Zurück zum Zitat Meyer, D.E.: On the representation and retrieval of stored sematic information. Cogn. Psychol. 1, 242–300 (1970)CrossRef Meyer, D.E.: On the representation and retrieval of stored sematic information. Cogn. Psychol. 1, 242–300 (1970)CrossRef
19.
Zurück zum Zitat Ölveczky, P.C.: Designing Reliable Distributed Systems. Undergraduate Topics in Computer Science. Springer (2017) Ölveczky, P.C.: Designing Reliable Distributed Systems. Undergraduate Topics in Computer Science. Springer (2017)
20.
Zurück zum Zitat Ölveczky, P.C., Meseguer, J.: Semantics and pragmatics of real-time-Maude. Higher-order symbolic Comput. 20(1–2), 161–196 (2007)CrossRef Ölveczky, P.C., Meseguer, J.: Semantics and pragmatics of real-time-Maude. Higher-order symbolic Comput. 20(1–2), 161–196 (2007)CrossRef
21.
Zurück zum Zitat Quillian, M.R.: The teachable language comprehender: a simulation program and theory of language. Commun. ACM 12, 459–476 (1969)CrossRef Quillian, M.R.: The teachable language comprehender: a simulation program and theory of language. Commun. ACM 12, 459–476 (1969)CrossRef
22.
Zurück zum Zitat Rips, L.J., Shoben, E.J., Smith, E.E.: Semantic distance and the verification of semantic relations. J. Verbal Learn. Verbal Behav. 12, 1–20 (1973)CrossRef Rips, L.J., Shoben, E.J., Smith, E.E.: Semantic distance and the verification of semantic relations. J. Verbal Learn. Verbal Behav. 12, 1–20 (1973)CrossRef
23.
Zurück zum Zitat Smith, E.E., Shoben, E.J., Rips, L.J.: Comparison processes in semantic memory. Psychol. Rev. 81, 214–241 (1974)CrossRef Smith, E.E., Shoben, E.J., Rips, L.J.: Comparison processes in semantic memory. Psychol. Rev. 81, 214–241 (1974)CrossRef
Metadaten
Titel
Information Retrieval from Semantic Memory: BRDL-Based Knowledge Representation and Maude-Based Computer Emulation
verfasst von
Antonio Cerone
Diana Murzagaliyeva
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-67220-1_13

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