We propose a logic to reason about data collected by a number of measurement systems. The semantic of this logic is grounded on the epistemic theory of measurement that gives a central role to measurement devices and calibration. In this perspective, the lack of evidences (in the available data) for the truth or falsehood of a proposition requires the introduction of a third truth-value (the undetermined). Moreover, the data collected by a given source are here represented by means of a possible world, which provide a contextual view on the objects in the domain. We approach (possibly) conflicting data coming from different sources in a social choice theoretic fashion: we investigate viable operators to aggregate data and we represent them in our logic by means of suitable (minimal) modal operators.

Towards a logic of epistemic theory of measurement / Masolo, C.; Porello, D.. - ELETTRONICO. - (2019), pp. 175-188. ( 11th International and Interdisciplinary Conference on Modeling and Using Context, CONTEXT 2019 ita 2019) [10.1007/978-3-030-34974-5_15].

Towards a logic of epistemic theory of measurement

Porello D.
2019-01-01

Abstract

We propose a logic to reason about data collected by a number of measurement systems. The semantic of this logic is grounded on the epistemic theory of measurement that gives a central role to measurement devices and calibration. In this perspective, the lack of evidences (in the available data) for the truth or falsehood of a proposition requires the introduction of a third truth-value (the undetermined). Moreover, the data collected by a given source are here represented by means of a possible world, which provide a contextual view on the objects in the domain. We approach (possibly) conflicting data coming from different sources in a social choice theoretic fashion: we investigate viable operators to aggregate data and we represent them in our logic by means of suitable (minimal) modal operators.
2019
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cham
Springer
978-3-030-34973-8
Settore M-FIL/02 - Logica e Filosofia della Scienza
Settore PHIL-02/A - Logica e filosofia della scienza
Masolo, C.; Porello, D.
Towards a logic of epistemic theory of measurement / Masolo, C.; Porello, D.. - ELETTRONICO. - (2019), pp. 175-188. ( 11th International and Interdisciplinary Conference on Modeling and Using Context, CONTEXT 2019 ita 2019) [10.1007/978-3-030-34974-5_15].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/472290
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