Abstract
We introduce a formal language of situated dependent-type theory, by extending its potentials for structured data that is integrated with quantitative assessments. The language has terms for situated information, which is partial and underspecified. The enriched formal language provides integration of a situated dependent-type theory with statistical and other approaches to machine learning techniques.
This research has been supported, by covering my participation in DCAI 2018, by the Ministerio de EconomÃa y Competitividad and the Fondo Europeo de Desarrollo Regional under the project number FFI2015-69978-P (MINECO/FEDER, UE) of the Programa Estatal de Fomento de la Investigación CientÃfica y Técnica de Excelencia, Subprograma Estatal de Generación de Conocimiento.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Barwise, J.: Scenes and other situations. J. Philos. 78, 369–397 (1981)
Barwise, J.: The Situation in Logic. No. 17 in CSLI Lecture Notes. CSLI Publications, Stanford, California (1989)
Barwise, J., Perry, J.: Situations and Attitudes. MIT Press, Cambridge (1983). republished as [4]
Barwise, J., Perry, J.: Situations and Attitudes, The Hume Series. CSLI Publications, Stanford, California (1999)
Devlin, K.: Situation theory and situation semantics. In: Gabbay, D., Woods, J. (eds.) Handbook of the History of Logic, vol. 7, pp. 601–664. Elsevier (2008). http://web.stanford.edu/~kdevlin/Papers/HHL_SituationTheory.pdf
Loukanova, R.: Situation theory, situated information, and situated agents. In: Nguyen, N.T., Kowalczyk, R., Fred, A., Joaquim, F. (eds.) Transactions on Computational Collective Intelligence XVII, Lecture Notes in Computer Science, vol. 8790, pp. 145–170. Springer, Heidelberg (2014). https://doi.org/10.1007/978-3-662-44994-3_8
Loukanova, R.: Underspecified relations with a formal language of situation theory. In: Loiseau, S., Filipe, J., Duval, B., van den Herik, J. (eds.) Proceedings of the 7th International Conference on Agents and Artificial Intelligence, vol. 1, pp. 298–309. SciTePress — Science and Technology Publications, Lda (2015). https://doi.org/10.5220/0005353402980309
Loukanova, R.: Acyclic recursion with polymorphic types and underspecification. In: van den Herik, J., Filipe, J. (eds.) Proceedings of the 8th International Conference on Agents and Artificial Intelligence, vol. 2, pp. 392–399. SciTePress — Science and Technology Publications, Lda (2016). https://doi.org/10.5220/0005749003920399
Loukanova, R.: Typed theory of situated information and its application to syntax-semantics of human language. In: Christiansen, H., Jiménez-López, M.D., Loukanova, R., Moss, L.S. (eds.) Partiality and Underspecification in Information, Languages, and Knowledge, pp. 151–188. Cambridge Scholars Publishing (2017)
Loukanova, R.: Gamma-star reduction in the type-theory of acyclic algorithms. In: Rocha, A.P., van den Herik, J. (eds.) Proceedings of the 10th International Conference on Agents and Artificial Intelligence (ICAART 2018), vol. 2, pp. 231–242. INSTICC, SciTePress — Science and Technology Publications, Lda (2018). https://doi.org/10.5220/0006662802310242
Moschovakis, Y.N.: The logic of functional recursion. In: Logic and Scientific Methods, pp. 179–207. Kluwer Academic Publishers/Springer (1997)
Moschovakis, Y.N.: A logical calculus of meaning and synonymy. Linguist. Philos. 29(1), 27–89 (2006). https://doi.org/10.1007/s10988-005-6920-7
Seligman, J., Moss, L.S.: Situation theory. In: van Benthem, J., ter Meulen, A. (eds.) Handbook of Logic and Language, pp. 253–329. Elsevier, Amsterdam (2011)
Tin, E., Akman, V.: Information-oriented computation with BABY-SIT. In: Seligman, J., Westerståhl, D. (eds.) Logic, Language and Computation, vol. 1, pp. 19–34. No. 58 in CSLI Lecture Notes. CSLI Publications, Stanford (1996)
Tın, E., Akman, V.: Situated nonmonotonic temporal reasoning with baby-sit. AI Commun. 10(2), 93–109 (1997)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 Springer Nature Switzerland AG
About this paper
Cite this paper
Loukanova, R. (2019). Formalisation of Situated Dependent-Type Theory with Underspecified Assessments. In: Bucciarelli, E., Chen, SH., Corchado, J. (eds) Decision Economics. Designs, Models, and Techniques for Boundedly Rational Decisions. DCAI 2018. Advances in Intelligent Systems and Computing, vol 805. Springer, Cham. https://doi.org/10.1007/978-3-319-99698-1_6
Download citation
DOI: https://doi.org/10.1007/978-3-319-99698-1_6
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-99697-4
Online ISBN: 978-3-319-99698-1
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)