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

Cognitive Learning01:21

Cognitive Learning

486
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
486
Case Studies01:22

Case Studies

11.9K
There are many research methods available to psychologists in their efforts to understand, describe, and explain behavior and the cognitive and biological processes that underlie it.
11.9K
Observational Learning01:12

Observational Learning

285
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
285
Data Collection by Experiments01:13

Data Collection by Experiments

24.9K
Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
24.9K
Purposive Learning01:22

Purposive Learning

188
E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
188
Overview of Microsoft Excel as a Data Analysis Tool01:13

Overview of Microsoft Excel as a Data Analysis Tool

783
Microsoft Excel is a cornerstone tool for data analysis and statistical operations, offering a wide array of functionalities to manage, analyze, and visualize data efficiently. Recognized for its versatility, Excel facilitates the performance of basic to complex statistical operations, serving as an indispensable asset for analysts, researchers, and students alike. Excel's significance in data analysis emanates from its spreadsheet environment, where data can be organized in rows and...
783

You might also read

Related Articles

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

Sort by
Same author

Transcriptome analysis of African swine fever virus I9R-mediated modulation of host antiviral immunity.

Virus research·2026
Same author

How sea-land breezes affect ozone in coastal cities: spatial and temporal patterns.

Environmental monitoring and assessment·2026
Same author

Burn Injuries in Patients with Epilepsy: A Retrospective Case Series with Focus on Risk Factors : Epilepsy-related Burn Injuries.

Galen medical journal·2026
Same author

Disulfidptosis in neurodegenerative diseases: From redox imbalance to neuronal dysfunction.

Behavioural brain research·2026
Same author

Baicalein limits subchondral bone lesions via AMPKα/BECN1 activation in osteoarthritis osteoblast.

International immunopharmacology·2026
Same author

Natriuretic Peptide Improves Impaired Baroreceptor Sensitivity in a Sex-Dependent Manner by Enhancing Baroreflex Afferent Neuroexcitation Under Physiological and Hypertensive Conditions.

FASEB journal : official publication of the Federation of American Societies for Experimental Biology·2025

Related Experiment Video

Updated: Aug 29, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

4.0K

An English Flipped Classroom Teaching Model Based on Big Data Analysis.

Wang Sa1, Li Dan2, Du Juan1

  • 1School of Foreign Language, Beihua University, Jilin 132011, China.

Computational Intelligence and Neuroscience
|September 12, 2022
PubMed
Summary
This summary is machine-generated.

This study introduces a novel English flipped classroom model using big data analysis for quantitative quality evaluation. The proposed method achieves over 98% accuracy and recall, enabling objective assessment of teaching quality.

More Related Videos

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

3.7K
Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
10:43

Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes

Published on: June 10, 2021

5.4K

Related Experiment Videos

Last Updated: Aug 29, 2025

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
06:37

Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

Published on: December 15, 2023

4.0K
Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
13:44

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques

Published on: December 9, 2022

3.7K
Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes
10:43

Eye-tracking Technology and Data-mining Techniques used for a Behavioral Analysis of Adults engaged in Learning Processes

Published on: June 10, 2021

5.4K

Area of Science:

  • Educational Technology
  • Data Science
  • Linguistics

Background:

  • Traditional English flipped classroom teaching lacks objective quantitative evaluation methods.
  • Existing models struggle to assess teaching quality effectively, hindering pedagogical improvements.

Purpose of the Study:

  • To propose a big data-driven model for quantitative evaluation of English flipped classroom teaching quality.
  • To enhance the English flipped classroom model by integrating data analysis for improved teacher education and school management.

Main Methods:

  • Utilizing a convolution neural network for extracting features from evaluation text.
  • Applying the Apriori algorithm to mine association rules from large-scale evaluation data.
  • Employing decision tree methods for quantitative quality assessment of English flipped classroom teaching.

Main Results:

  • The proposed model successfully quantifies English flipped classroom teaching quality using textual evaluation data.
  • Achieved evaluation accuracy and recall rates exceeding 98% in experimental validation.
  • Demonstrated the capability for objective and reliable assessment of teaching quality.

Conclusions:

  • The developed big data learning analysis model provides an effective solution for the quantitative evaluation of English flipped classroom teaching.
  • This approach facilitates objective assessment, contributing to the enhancement of teacher education and school management systems.
  • The high accuracy and recall rates indicate the practical viability and effectiveness of the proposed methodology.