Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Creative Thinking01:25

Creative Thinking

1.3K
Creative thinking encompasses innovative and unconventional methods for addressing challenges, often leading to groundbreaking solutions. Instead of focusing solely on enhancing existing systems, such as increasing smartphone battery capacity, creative thinking might inspire advancements like energy-efficient batteries or processors that minimize power consumption. This multidimensional approach underscores the importance of exploring novel pathways to innovation.
Divergent thinking is the...
1.3K
Parenting Styles01:27

Parenting Styles

646
Diana Baumrind's four parenting styles — authoritarian, authoritative, neglectful, and permissive — each influence children's socio-emotional development differently.
Authoritarian Parenting
This style is strict and controlling, with little room for open dialogue. Authoritarian parents demand obedience and often enforce rules with minimal warmth. Children raised this way may lack social skills and initiative, usually comparing themselves to others unfavorably.
Authoritative...
646
Attachment Styles01:24

Attachment Styles

400
Jeffrey Simpson's attachment theory suggests that early caregiver relationships shape lasting patterns of behavior and emotional regulation, known as attachment styles. These patterns are organized along two key dimensions: self-esteem and interpersonal trust. The intersection of these dimensions produces four primary attachment styles that typically persist throughout life and significantly influence how individuals form and maintain relationships.Secure Attachment StyleIndividuals with a...
400
Hazan and Shaver's Attachment Styles01:28

Hazan and Shaver's Attachment Styles

453
Attachment theory, developed initially to explain infant–caregiver bonds, has been extended to illuminate patterns of intimacy in adult romantic relationships. Psychologists Cindy Hazan and Phillip Shaver proposed that the attachment styles observed in infancy form a framework for how individuals approach emotional closeness and conflict in adulthood. These attachment styles—secure, avoidant, and anxious—are linked to enduring patterns of behavior and emotional regulation in...
453
Molecular Models02:00

Molecular Models

43.7K
Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
43.7K
The Bohr Model02:18

The Bohr Model

80.7K
Following the work of Ernest Rutherford and his colleagues in the early twentieth century, the picture of atoms consisting of tiny dense nuclei surrounded by lighter and even tinier electrons continually moving about the nucleus was well established. This picture was called the planetary model since it pictured the atom as a miniature “solar system” with the electrons orbiting the nucleus like planets orbiting the sun. The simplest atom is hydrogen, consisting of a single proton as the...
80.7K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Redefining Representativeness of a Sample in Causal Terms.

Journal of evaluation in clinical practice·2025
Same author

Unification and explanation from a causal perspective.

Studies in history and philosophy of science·2023
Same author

A causal Bayesian network model of disease progression mechanisms in chronic myeloid leukemia.

Journal of theoretical biology·2017
See all related articles

Related Experiment Video

Updated: Jan 27, 2026

Clinical Practice Protocol of Creative Music Therapy for Preterm Infants and Their Parents in the Neonatal Intensive Care Unit
11:50

Clinical Practice Protocol of Creative Music Therapy for Preterm Infants and Their Parents in the Neonatal Intensive Care Unit

Published on: January 7, 2020

27.6K

Modeling creative abduction Bayesian style.

Christian J Feldbacher-Escamilla1, Alexander Gebharter2

  • 11Duesseldorf Center for Logic and Philosophy of Science (DCLPS), University of Duesseldorf, Universitaetsstrasse 1, 40225 Duesseldorf, Germany.

European Journal for Philosophy of Science
|March 16, 2019
PubMed
Summary

This study models creative abduction using causal principles and Bayesian networks. It identifies conditions for successful creative abduction, offering insights into scientific reasoning and prediction.

Keywords:
Bayes netsCreative abductionNovel predictionsTheoretical conceptsUnderdeterminationUnification

More Related Videos

A Novel Bayesian Change-point Algorithm for Genome-wide Analysis of Diverse ChIPseq Data Types
12:39

A Novel Bayesian Change-point Algorithm for Genome-wide Analysis of Diverse ChIPseq Data Types

Published on: December 10, 2012

11.7K
Palatable Western-style Cafeteria Diet as a Reliable Method for Modeling Diet-induced Obesity in Rodents
09:10

Palatable Western-style Cafeteria Diet as a Reliable Method for Modeling Diet-induced Obesity in Rodents

Published on: November 1, 2019

11.5K

Related Experiment Videos

Last Updated: Jan 27, 2026

Clinical Practice Protocol of Creative Music Therapy for Preterm Infants and Their Parents in the Neonatal Intensive Care Unit
11:50

Clinical Practice Protocol of Creative Music Therapy for Preterm Infants and Their Parents in the Neonatal Intensive Care Unit

Published on: January 7, 2020

27.6K
A Novel Bayesian Change-point Algorithm for Genome-wide Analysis of Diverse ChIPseq Data Types
12:39

A Novel Bayesian Change-point Algorithm for Genome-wide Analysis of Diverse ChIPseq Data Types

Published on: December 10, 2012

11.7K
Palatable Western-style Cafeteria Diet as a Reliable Method for Modeling Diet-induced Obesity in Rodents
09:10

Palatable Western-style Cafeteria Diet as a Reliable Method for Modeling Diet-induced Obesity in Rodents

Published on: November 1, 2019

11.5K

Area of Science:

  • Philosophy of Science
  • Artificial Intelligence
  • Causal Inference

Background:

  • Creative abduction, a key scientific reasoning process, lacks a robust causal framework.
  • Schurz (2008) proposed justifying creative abduction via the Reichenbachian principle of the common cause.
  • Integrating causal principles with creative abduction remains an open challenge.

Purpose of the Study:

  • To combine creative abduction with causal principles within a formal framework.
  • To model instances of successful creative abduction using Bayesian networks.
  • To identify necessary conditions for creative abductive inferences and explore their applications.

Main Methods:

  • Utilizing Bayesian networks to model causal relationships in creative abduction.
  • Analyzing necessary conditions for successful creative abductive inferences.
  • Investigating applications in areas like use-novel predictions and confirmation.

Main Results:

  • Developed a Bayesian network framework for modeling creative abduction.
  • Identified key conditions that enable successful creative abductive inferences.
  • Demonstrated the framework's utility in addressing problems like underdetermination.

Conclusions:

  • Creative abduction can be effectively modeled using causal principles and Bayesian networks.
  • The proposed framework provides a formal basis for understanding and evaluating creative abductive reasoning.
  • This approach has implications for artificial intelligence, philosophy of science, and causal inference.