Search Results for author: Diederik Aerts

Found 35 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

Human Perception as a Phenomenon of Quantization

no code implementations7 Aug 2022 Diederik Aerts, Jonito Aerts Arguëlles

For two decades, the formalism of quantum mechanics has been successfully used to describe human decision processes, situations of heuristic reasoning, and the contextuality of concepts and their combinations.

Quantization

A Planck Radiation and Quantization Scheme for Human Cognition and Language

no code implementations10 Jan 2022 Diederik Aerts, Lester Beltran

In the present work, we build on this result, and introduce a powerful radiation quantization scheme for human cognition.

Quantization

Are Words the Quanta of Human Language? Extending the Domain of Quantum Cognition

no code implementations10 Oct 2021 Diederik Aerts, Lester Beltran

In previous research, we showed that 'texts that tell a story' exhibit a statistical structure that is not Maxwell-Boltzmann but Bose-Einstein.

Cultural Vocal Bursts Intensity Prediction Information Retrieval +2

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

Measuring Conceptual Entanglement in Collections of Documents

no code implementations20 Sep 2019 Tomas Veloz, Xiazhao Zhao, Diederik Aerts

Conceptual entanglement is a crucial phenomenon in quantum cognition because it implies that classical probabilities cannot model non--compositional conceptual phenomena.

Quantum Structure in Cognition: Human Language as a Boson Gas of Entangled Words

no code implementations15 Sep 2019 Diederik Aerts, Lester Beltran

We model a piece of text of human language telling a story by means of the quantum structure describing a Bose gas in a state close to a Bose-Einstein condensate near absolute zero temperature.

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

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

The GTR-model: a universal framework for quantum-like measurements

no code implementations2 Dec 2015 Diederik Aerts, Massimiliano Sassoli de Bianchi

We present a very general geometrico-dynamical description of physical or more abstract entities, called the 'general tension-reduction' (GTR) model, where not only states, but also measurement-interactions can be represented, and the associated outcome probabilities calculated.

Beyond-Quantum Modeling of Question Order Effects and Response Replicability in Psychological Measurements

no code implementations15 Aug 2015 Diederik Aerts, Massimiliano Sassoli de Bianchi

It is has been observed that when question order effects and response replicability occur together, the situation cannot be handled anymore by quantum theory.

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.

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.

Toward a Formal Model of the Shifting Relationship between Concepts and Contexts during Associative Thought

no code implementations29 Oct 2013 Tomas Veloz, Liane Gabora, Mark Eyjolfson, Diederik Aerts

The quantum inspired State Context Property (SCOP) theory of concepts is unique amongst theories of concepts in offering a means of incorporating that for each concept in each different context there are an unlimited number of exemplars, or states, of varying degrees of typicality.

Contextualizing concepts using a mathematical generalization of the quantum formalism

no code implementations29 Oct 2013 Liane Gabora, Diederik Aerts

We outline the rationale and preliminary results of using the state context property (SCOP) formalism, originally developed as a generalization of quantum mechanics, to describe the contextual manner in which concepts are evoked, used and combined to generate meaning.

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

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

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

Quantum and Concept Combination, Entangled Measurements and Prototype Theory

no code implementations11 Mar 2013 Diederik Aerts

We analyze the meaning of the violation of the marginal probability law for situations of correlation measurements where entanglement is identified.

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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