Related Experiment Video
Updated: Dec 6, 2025
06:37
Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
Published on: December 15, 2023
4.9K
Intelligent information processing for language education: The use of artificial intelligence in language learning
1Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic.
Procedia Computer Science
|October 12, 2020
Summary
Most language learning apps neglect artificial intelligence (AI), relying on basic algorithms instead of machine learning. This study highlights the need for AI integration to enhance educational technology and maintain competitiveness.
Area of Science:
- Educational Technology
- Computer Science
Background:
- Artificial intelligence (AI) is increasingly prevalent across various sectors, including data science and online marketing.
- Despite its widespread adoption, AI integration in language learning applications remains significantly underdeveloped.
Purpose of the Study:
- To investigate the current state of AI utilization in popular language learning applications.
- To identify reasons for the limited use of AI in this domain.
- To propose practical strategies for incorporating AI into language learning apps.
Main Methods:
- Analysis of several widely-used language learning applications.
- Examination of the presence and sophistication of AI, machine learning, and deep learning features within these apps.
Main Results:
- The analyzed language learning apps predominantly use predefined algorithms.
- None of the apps extensively utilize machine learning, artificial intelligence, or deep learning capabilities.
- Current applications fail to leverage available computational power effectively.
Conclusions:
- There is a substantial gap in the application of advanced AI in language learning apps.
- Implementing AI is crucial for educational innovation, ensuring sustainability and competitiveness in 21st-century education.
- Failure to adopt AI poses a threat to the future of the educational system.
Related Concept Videos
01:16Non-equilibrium in the Cell
5.2K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
5.2K
01:30Information Processing Approach
360
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
360
01:21Cognitive Learning
896
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...
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...
896
01:20Introduction to Cognitive Psychology
2.0K
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
2.0K
01:22Purposive Learning
329
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...
329
01:22Language Development
690
Children master language quickly and with relative ease, supported by both biological predisposition and reinforcement. B. F. Skinner (1957) proposed that language is learned through reinforcement, while Noam Chomsky (1965) argued that language acquisition mechanisms are biologically determined.
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
The critical period for language acquisition suggests that the ability to acquire language is at its peak early in life. As people age, this proficiency decreases. Language development begins very...
690