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

Scale-Up Processes01:14

Scale-Up Processes

68
The scale-up of microbial fermentation processes is essential in industrial biotechnology, allowing the transition from laboratory-scale experiments to commercial-scale production while aiming to maintain product yield and quality. This process requires meticulous adjustment of equipment design, process parameters, and contamination control strategies to accommodate increasing culture volumes.At the laboratory scale, cultures are typically maintained in 1 to 10-liter glass or autoclavable...
68
Optimization Problems01:26

Optimization Problems

180
Optimization problems often involve identifying maximum or minimum values under specific constraints. A well-known example is determining the longest horizontal pipe that can be moved around a right-angled corner, where a 3-meter-wide hallway meets a 2-meter-wide hallway. This scenario, common in architectural design and industrial transport, can be understood conceptually through geometric and trigonometric reasoning.To visualize the problem, consider the pipe as a straight line that touches...
180
Methods of Medium Optimization01:28

Methods of Medium Optimization

45
Optimizing growth media enhances microbial proliferation and maximizes product yield. Statistical experimental design methodologies provide structured and reproducible approaches, offering progressively higher levels of robustness and efficiency.The One-Factor-at-a-Time (OFAT) MethodThe One-Factor-at-a-Time (OFAT) method involves adjusting a single variable while keeping all others constant. However, it cannot detect interactions between variables, often leading to suboptimal outcomes when...
45
Parallel Processing01:20

Parallel Processing

877
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
877
Impression Management Techniques III: Aligning Actions01:29

Impression Management Techniques III: Aligning Actions

209
Aligning actions are communicative strategies individuals employ to maintain social harmony and preserve personal identity in the face of potential disruptions to social norms. These actions are particularly important in managing social impressions when one's behavior might be seen as inappropriate, incompetent, or morally questionable.Types of Aligning ActionsThe three principal types of aligning actions are disclaimers, accounts, and apologies.DisclaimersDisclaimers are preventive; they are...
209
Reducing Line Loss01:18

Reducing Line Loss

444
In a three-phase circuit, line loss is an indicator of energy dissipated as heat due to the resistance of transmission lines. To address this, incorporating transformers into the system—a step-up transformer at the source and a step-down transformer at the load—is a strategic solution. Two three-phase transformers are introduced to improve this.
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss in...
444

You might also read

Related Articles

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

Sort by
Same author

An Information-Theoretic Method for Identifying Effective Treatments and Policies at the Beginning of a Pandemic.

Entropy (Basel, Switzerland)·2025
Same author

Information theory: A foundation for complexity science.

Proceedings of the National Academy of Sciences of the United States of America·2022
Same author

Understanding the Constraints in Maximum Entropy Methods for Modeling and Inference.

IEEE transactions on pattern analysis and machine intelligence·2022
Same author

Does the U.S. Navy's reliance on objective standards prevent discrimination in promotions and retentions?

PloS one·2021
Same author

Interpreting Social Accounting Matrix (SAM) as an Information Channel.

Entropy (Basel, Switzerland)·2020
Same author

Effect of the artificial somato-autonomic neuroanastomosis on defecation after spinal cord injury and its underlying mechanisms.

Journal of Huazhong University of Science and Technology. Medical sciences = Hua zhong ke ji da xue xue bao. Yi xue Ying De wen ban = Huazhong keji daxue xuebao. Yixue Yingdewen ban·2010

Related Experiment Video

Updated: Mar 27, 2026

Integrating Visual Psychophysical Assays within a Y-Maze to Isolate the Role that Visual Features Play in Navigational Decisions
07:09

Integrating Visual Psychophysical Assays within a Y-Maze to Isolate the Role that Visual Features Play in Navigational Decisions

Published on: May 2, 2019

6.6K

What May Visualization Processes Optimize?

Min Chen, Amos Golan

    IEEE Transactions on Visualization and Computer Graphics
    |January 6, 2016
    PubMed
    Summary

    This study introduces an information-theoretic measure to optimize data visualization and inference processes. The proposed cost function quantifies the benefits of visualization workflows by analyzing entropy reduction.

    Area of Science:

    • Information Visualization
    • Data Science
    • Cognitive Science

    Background:

    • Data analysis and visualization involve complex workflows with distinct components.
    • Understanding the optimization of these processes is crucial for effective data interpretation.

    Purpose of the Study:

    • To develop an abstract model for visualization and inference processes.
    • To introduce an information-theoretic measure for optimizing these processes.
    • To establish a cost function for data visualization optimization.

    Main Methods:

    • Examined six classes of data analysis and visualization workflows.
    • Identified four levels of visualization components: disseminative, observational, analytical, and model-developmental.
    • Observed entropy reduction during data space transformations within workflows.

    More Related Videos

    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss
    07:12

    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss

    Published on: April 11, 2025

    1.0K
    Three and Four-Dimensional Visualization and Analysis Approaches to Study Vertebrate Axial Elongation and Segmentation
    12:59

    Three and Four-Dimensional Visualization and Analysis Approaches to Study Vertebrate Axial Elongation and Segmentation

    Published on: February 28, 2021

    4.3K

    Related Experiment Videos

    Last Updated: Mar 27, 2026

    Integrating Visual Psychophysical Assays within a Y-Maze to Isolate the Role that Visual Features Play in Navigational Decisions
    07:09

    Integrating Visual Psychophysical Assays within a Y-Maze to Isolate the Role that Visual Features Play in Navigational Decisions

    Published on: May 2, 2019

    6.6K
    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss
    07:12

    Development of a Gaze-Contingent Display Framework Designed for Perceptual and Oculomotor Research with Simulated Central Vision Loss

    Published on: April 11, 2025

    1.0K
    Three and Four-Dimensional Visualization and Analysis Approaches to Study Vertebrate Axial Elongation and Segmentation
    12:59

    Three and Four-Dimensional Visualization and Analysis Approaches to Study Vertebrate Axial Elongation and Segmentation

    Published on: February 28, 2021

    4.3K

    Main Results:

    • Established an information-theoretic measure of cost-benefit ratio.
    • Demonstrated that this measure can serve as a cost function for optimization.
    • Validated the measure by analyzing successful visualization processes from literature.

    Conclusions:

    • The proposed information-theoretic measure mathematically explains the advantages of optimized visualization processes.
    • This framework provides a novel approach to quantifying and improving visualization efficiency.
    • The findings offer a theoretical basis for designing more effective data visualization tools.