Search Results for author: Sandro Sozzo

Found 30 papers, 0 papers with code

Entanglement as a Method to Reduce Uncertainty

no code implementations12 Feb 2023 Diederik Aerts, Jonito Aerts Argëlles, Lester Beltran, Suzette Geriente, Sandro Sozzo

In physics, entanglement 'reduces' the entropy of an entity, because the (von Neumann) entropy of, e. g., a composite bipartite entity in a pure entangled state is systematically lower than the entropy of the component sub-entities.

Cultural Vocal Bursts Intensity Prediction valid

Development of a Thermodynamics of Human Cognition and Human Culture

no code implementations24 Dec 2022 Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Sandro Sozzo

Inspired by foundational studies in classical and quantum physics, and by information retrieval studies in quantum information theory, we prove that the notions of 'energy' and 'entropy' can be consistently introduced in human language and, more generally, in human culture.

Cultural Vocal Bursts Intensity Prediction Information Retrieval +3

Entanglement in Cognition violating Bell Inequalities Beyond Cirel'son's Bound

no code implementations7 Feb 2021 Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Suzette Geriente, Sandro Sozzo

We present the results of two tests where a sample of human participants were asked to make judgements about the conceptual combinations {\it The Animal Acts} and {\it The Animal eats the Food}.

Image Retrieval Retrieval

Representing Attitudes Towards Ambiguity in Hilbert Space: Foundations and Applications

no code implementations10 Jul 2019 Sandro Sozzo

We provide here a general mathematical framework to model attitudes towards ambiguity which uses the formalism of quantum theory as a ``purely mathematical formalism, detached from any physical interpretation''.

Decision Making

Explaining versus Describing Human Decisions. Hilbert Space Structures in Decision Theory

no code implementations4 Apr 2019 Sandro Sozzo

Despite the impressive success of quantum structures to model long-standing human judgement and decision puzzles, the {\it quantum cognition research programme} still faces challenges about its explanatory power.

Decision Making

Quantum-theoretic Modeling in Computer Science A complex Hilbert space model for entangled concepts in corpuses of documents

no code implementations5 Jan 2019 Diederik Aerts, Lester Beltran, Suzette Geriente, Sandro Sozzo

We work out a quantum-theoretic model in complex Hilbert space of a recently performed test on co-occurrencies of two concepts and their combination in retrieval processes on specific corpuses of documents.

Retrieval

Quantum Structures in Human Decision-making: Towards Quantum Expected Utility

no code implementations29 Oct 2018 Sandro Sozzo

{\it Ellsberg thought experiments} and empirical confirmation of Ellsberg preferences pose serious challenges to {\it subjective expected utility theory} (SEUT).

Decision Making

Modeling Meaning Associated with Documental Entities: Introducing the Brussels Quantum Approach

no code implementations3 Aug 2018 Diederik Aerts, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

We show that the Brussels operational-realistic approach to quantum physics and quantum cognition offers a fundamental strategy for modeling the meaning associated with collections of documental entities.

Quantum cognition goes beyond-quantum: modeling the collective participant in psychological measurements

no code implementations24 Feb 2018 Diederik Aerts, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

In psychological measurements, two levels should be distinguished: the 'individual level', relative to the different participants in a given cognitive situation, and the 'collective level', relative to the overall statistics of their outcomes, which we propose to associate with a notion of 'collective participant'.

valid

Towards a Quantum World Wide Web

no code implementations20 Mar 2017 Diederik Aerts, Jonito Aerts Arguelles, Lester Beltran, Lyneth Beltran, Isaac Distrito, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

We elaborate a quantum model for the meaning associated with corpora of written documents, like the pages forming the World Wide Web.

Decision Making

Context and Interference Effects in the Combinations of Natural Concepts

no code implementations19 Dec 2016 Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Lyneth Beltran, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

The mathematical formalism of quantum theory exhibits significant effectiveness when applied to cognitive phenomena that have resisted traditional (set theoretical) modeling.

Testing Quantum Models of Conjunction Fallacy on the World Wide Web

no code implementations25 Sep 2016 Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran, Lyneth Beltran, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

Two major quantum approaches have been put forward: the first assumes that respondents use a two-step sequential reasoning and that the fallacy results from the presence of 'question order effects'; the second assumes that respondents evaluate the cognitive situation as a whole and that the fallacy results from the 'emergence of new meanings', as an 'effect of overextension' in the conceptual conjunction.

Quantum Cognition Beyond Hilbert Space I: Fundamentals

no code implementations27 Apr 2016 Diederik Aerts, Lyneth Beltran, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

The formalism of quantum theory in Hilbert space has been applied with success to the modeling and explanation of several cognitive phenomena, whereas traditional cognitive approaches were problematical.

Quantum cognition beyond Hilbert space II: Applications

no code implementations27 Apr 2016 Diederik Aerts, Lyneth Beltran, Massimiliano Sassoli de Bianchi, Sandro Sozzo, Tomas Veloz

The research on human cognition has recently benefited from the use of the mathematical formalism of quantum theory in Hilbert space.

Generalizing Prototype Theory: A Formal Quantum Framework

no code implementations25 Jan 2016 Diederik Aerts, Jan Broekaert, Liane Gabora, Sandro Sozzo

We show how a formal quantum approach to concepts and their combinations can provide a powerful extension of prototype theory.

Decision Making

On the Foundations of the Brussels Operational-Realistic Approach to Cognition

no code implementations29 Dec 2015 Diederik Aerts, Massimiliano Sassoli de Bianchi, Sandro Sozzo

The scientific community is becoming more and more interested in the research that applies the mathematical formalism of quantum theory to model human decision-making.

Decision Making

A New Fundamental Evidence of Non-Classical Structure in the Combination of Natural Concepts

no code implementations19 May 2015 Diederik Aerts, Sandro Sozzo, Tomas Veloz

We recently performed cognitive experiments on conjunctions and negations of two concepts with the aim of investigating the combination problem of concepts.

Logical Reasoning

Quantum Structure of Negation and Conjunction in Human Thought

no code implementations14 Mar 2015 Diederik Aerts, Sandro Sozzo, Tomas Veloz

We analyse in this paper the data collected in a set of experiments performed on human subjects on the combination of natural concepts.

Logical Reasoning Negation

Quantum Structure in Cognition, Origins, Developments, Successes and Expectations

no code implementations10 Mar 2015 Diederik Aerts, Sandro Sozzo

We provide an overview of the results we have attained in the last decade on the identification of quantum structures in cognition and, more specifically, in the formalization and representation of natural concepts.

The Quantum Nature of Identity in Human Thought: Bose-Einstein Statistics for Conceptual Indistinguishability

no code implementations24 Oct 2014 Diederik Aerts, Sandro Sozzo, Tomas Veloz

In this paper, we investigate a novel type of concept combination were a number is combined with a noun, e. g., `Eleven Animals.

Conjunction and Negation of Natural Concepts: A Quantum-theoretic Modeling

no code implementations6 Jun 2014 Sandro Sozzo

In the first experiment, we test the membership weights of a list of exemplars with respect to two concepts, e. g., {\it Fruits} and {\it Vegetables}, and their conjunction {\it Fruits And Vegetables}.

Negation

Modeling Concept Combinations in a Quantum-theoretic Framework

no code implementations15 Jan 2014 Diederik Aerts, Sandro Sozzo

We present modeling for conceptual combinations which uses the mathematical formalism of quantum theory.

The Quantum Challenge in Concept Theory and Natural Language Processing

no code implementations12 Jun 2013 Diederik Aerts, Jan Broekaert, Sandro Sozzo, Tomas Veloz

The mathematical formalism of quantum theory has been successfully used in human cognition to model decision processes and to deliver representations of human knowledge.

Information Retrieval Retrieval

General Quantum Hilbert Space Modeling Scheme for Entanglement

no code implementations12 Apr 2013 Diederik Aerts, Sandro Sozzo

We work out a classification scheme for quantum modeling in Hilbert space of any kind of composite entity violating Bell's inequalities and exhibiting entanglement.

General Classification

Meaning-focused and Quantum-inspired Information Retrieval

no code implementations30 Mar 2013 Diederik Aerts, Jan Broekaert, Sandro Sozzo, Tomas Veloz

In recent years, quantum-based methods have promisingly integrated the traditional procedures in information retrieval (IR) and natural language processing (NLP).

Information Retrieval Retrieval

Entanglement Zoo II: Examples in Physics and Cognition

no code implementations30 Mar 2013 Diederik Aerts, Sandro Sozzo

We have recently presented a general scheme enabling quantum modeling of different types of situations that violate Bell's inequalities.

General Classification

Entanglement Zoo I: Foundational and Structural Aspects

no code implementations30 Mar 2013 Diederik Aerts, Sandro Sozzo

We put forward a general classification for a structural description of the entanglement present in compound entities experimentally violating Bell's inequalities, making use of a new entanglement scheme that we developed recently.

General Classification

Quantum Entanglement in Concept Combinations

no code implementations15 Feb 2013 Diederik Aerts, Sandro Sozzo

Research in the application of quantum structures to cognitive science confirms that these structures quite systematically appear in the dynamics of concepts and their combinations and quantum-based models faithfully represent experimental data of situations where classical approaches are problematical.

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