A brief discussion on artificial intelligence technology empowering English learning

Artificial intelligence technology has been integrated into our daily work, study, and life, quietly changing social life. Artificial intelligence technology also brings opportunities and challenges to English teaching. English teaching must be combined with modern information technology, especially artificial intelligence technology, to better cultivate innovative, compound, and applied talents with an international perspective. Artificial intelligence technology has opened up diversified learning paths, assisted English learning, and promoted the improvement of the quality of English learning.

This article combines the connotation of educational artificial intelligence and English learning mechanism to explore the role of artificial intelligence technology in promoting English learning. On this basis, it proposes artificial intelligence technology empowerment An innovative path to English learning. Building an artificial intelligence English learning platform will help promote the absorption and application of English knowledge, promote the improvement of English learning quality, and cultivate talents with multiple abilities.

The content of educational artificial intelligence and English learning mechanism

Educational artificial intelligence. The application of artificial intelligence in education has made great progress, and intelligent data sharing functions can integrate the most advanced teaching resource platform accounts. Educational artificial intelligence mainly refers to the effective application of artificial intelligence technology to learn knowledge outside of class, thereby rationally utilizing fragmented time and enriching knowledge reserves. In the English learning process, we use the application advantages of the artificial intelligence platform to accurately locate the learning purpose, learning process, and learning methods, and detect the English learning effect, so that learners can quickly master the application context of English vocabulary and sentences, and create A good practical communication scene to apply what you have learned. In addition, artificial intelligence technology can combine learners' individual development needs to develop English learning plans suitable for learners.

English learning mechanism. English learning mechanism usually refers to the comprehensive application of multiple learning methods by learners, using their leisure time to master complex English knowledge content, internalizing knowledge, enriching personal English communication experience, and on this basis, regulating their inner emotional state, and more Adapt well to the complex and ever-changing English communication environment. After artificial intelligence technology changes the traditional way of learning English, it can develop scientific and reasonable English learning plans based on the age characteristics and working and living environment of learners. Artificial intelligence technology can use daily life language as learning content. Compared with traditional classroom teaching, it can better meet the practical needs of English. Artificial intelligence provides diversified and personalized English learning plans, can provide teaching according to learners' learning habits, and accurately explain and demonstrate weaknesses.

The role of artificial intelligence technology in promoting English learning

Record teaching content in detail-promote independent learning. Build an artificial intelligence English learning platform to achieve comprehensive collection and management of English teaching information, and provide strong support for subsequent independent learning through teaching content and classroom process records. The huge teaching database established by artificial intelligence technology allows learners to develop personalized learning plans based on their personal learning needs during the process of independent learning, and find classroom English teaching content that suits them from the database. The construction of an intelligent English teaching platform can review classroom teaching content anytime and anywhere, record the classroom interaction between teachers and students in detail, and generate automated data for storage.

In the process of independent English learning, artificial intelligence technologies such as cloud computing technology and speech recognition technology can be used to deeply analyze English communication behaviors and English vocabulary highlighted in the teaching process, and analyze oneself through in-class testing Improve your English proficiency, recognize your own shortcomings through repeated English exercises, and adjust your English learning ideas in a timely manner. Refer to the huge data analysis results to formulate scientific learning plans and intervene in your own learning behavior. Through the effective application of artificial intelligence technology, it can assist learners and teaching staff in their analysis and judgment, and provide data and case support for subsequent English learning.

Intelligent oral assessment--promotes learning reflection. Contemporary China is an open China, and international exchanges are becoming more and more frequent. Whether you are employees who have entered social positions or students who are accumulating knowledge, they all need to have good English communication skills.

Over the years, English assessments have mainly measured learners’ basic English knowledge and reading and writing abilities, but there has been a lack of effective assessment of learners’ English listening and speaking abilities.

The effective application of artificial intelligence technology has changed the traditional English assessment method based on closed-book examinations, and can understand learners' English communicative abilities anytime and anywhere. Artificial intelligence can autonomously analyze learners’ English pronunciation and the intonation used in English conversations. During the intelligent English test, a set of pictures is generated by the system, and the test taker describes the picture information they see in English, which can comprehensively examine the learner's English application ability. The artificial intelligence English learning platform can provide objective evaluations based on learners' actual performance, effectively reducing the impact of subjective factors in traditional manual scoring methods.

Intelligent splitting of knowledge points-promotes knowledge accumulation. In the traditional English learning process, learners often use question-based tactics to improve their personal English proficiency and test-taking abilities through the recitation of a large number of vocabulary and the analysis of questions. The establishment of an artificial intelligence English learning platform can break through the limitations of traditional English learning methods and content, refine and split learning content, learning abilities and learning methods, pay attention to the correlation probability between knowledge points, and according to the learning content and learning style , filter out the learning focuses and difficulties suitable for learners. The more detailed the knowledge points are, the more accurate the diagnosis of each student will be, and the more effective the educator's teaching will be. The establishment of an artificial intelligence English learning platform can also monitor blind spots in English learning, reduce the repetition rate of learning content, and improve learning efficiency.

Artificial intelligence technology innovative English learning method

Speech recognition assists listening and speaking practice. Language is an important means of information exchange between people. In the process of independent learning, artificial intelligence speech recognition technology is used to practice English listening and speaking, artificial intelligence technology is used to realize language interaction, and machine translation function is used to strengthen the understanding of the English language. . The response speed of the artificial intelligence English learning platform is fast. The machine will give appropriate feedback after listening to the learner's English expression, which can simulate real interaction scenarios. For example, in the process of English listening training, it is necessary to distinguish the same and similar pronunciation words, back[ bæk]--bike[baik], and [ænd]--end [end], sick[sik]--seek[si:k], etc. Artificial intelligence technology can make the recognition process interesting and visual. Secondly, in order to understand the communicative intentions and communication methods of both parties in cross-cultural communication, we can use artificial intelligence technology to practice English reading and dialogue repeatedly. Artificial intelligence can provide targeted training based on learners' current English level, helping learners quickly and efficiently understand communicative intentions and text content.

Create a communication atmosphere to support English conversation learning. The core of English learning is to be able to skillfully use language vocabulary for English communication. Therefore, the effective application of artificial intelligence technology requires creating a learning tool for learners to communicate independently and focusing on the cultivation of learners' English communicative abilities. English learning is a process in which practice makes perfect. It is necessary to create a scientific English communication atmosphere, stimulate learners' interest in dialogue, provide learners with an English dialogue scenario, and require learners to repeatedly conduct simulation training until learners can skillfully use the dialogue content. and communication strategies to achieve the purpose of independent communication.

Educational artificial intelligence has certain mobility capabilities and can accompany English learners at any time. For example, a famous teacher robot teaching assistant starts an English conversation with English learners and maintains interaction, thereby achieving the effect of entertaining and entertaining. Artificial intelligence technology can not only replace traditional person-to-person communication, but also exert its intelligent advantages in education. For example, iFlytek has launched an intelligent companion robot that can proactively learn according to the English learning content of current learners. Guide and communicate with learners. During the conversation between humans and machines, the tutoring robot observes the learner's performance and promptly provides English vocabulary tips to assist the learner in completing basic English conversations. Human-computer interaction can provide more comprehensive oral practice opportunities. When learning about traditional Chinese festivals, we give priority to providing learners with commonly used English communication content: Spring Festival is on January, and derives from the Mid-Autumn Festival in August , Qingming Festival in April, etc. From People eat moon cakes in Mid-Autumn Festival (people eat moon cakes at Mid-Autumn Festival), it is derived from People eat rice dumplings at Dragon Boat Festival (people eat rice dumplings at Dragon Boat Festival), etc., and communicate and interact around related themes to improve learning Oral communication skills.

English reading enriches English vocabulary learning. Stimulate interest in learning by providing rich and colorful reading content, such as the virtual companion function of artificial intelligence, which can push a large selection of collected reading content to learners, and assign learning tasks based on English reading materials to apply what they have learned. Stimulate the intrinsic motivation of English learners. The artificial intelligence English learning platform has many game functions, such as vocabulary breakthroughs, scene exchanges, etc., which can be used as auxiliary tools for reading practice. Through level-breaking and upgrading, the reading content is gradually expanded and the reading difficulty is increased step by step, making learning more interesting and challenging. Through the application of artificial intelligence technology, a virtual learning environment is created to obtain an immersive learning experience, such as designing a virtual image that learners like, and communicating and interacting with learners around the reading content. During the reading process, based on picture information, video Information for English article creation. For example, the virtual story character said I enjoyed the food very much. (I like the food here very much), such as..., during the reading process, the learner can master the English vocabulary related to food, and then the learner can respond independently Don't eat too much junk food. (Don't eat too much junk food).

English writing cultivates language organization skills. Reading and writing complement each other in English learning. Combining the knowledge content involved in reading when creating articles can achieve twice the result with half the effort. The effective application of artificial intelligence technology can analyze the current learner's English knowledge anytime and anywhere and develop personalized writing tasks. Guide learners to combine the contextual information of the article, determine the writing topic, cultivate learners' good English writing habits, and publish the created English articles on the intelligent platform to communicate and discuss with other English enthusiasts. For example, Last Spring Festival, Li was in Canada. (Last Spring Festival, Li went to Canada) It was snowy. Li went skating. (It snowed, Li went skating). Focusing on this reading content, artificial intelligence technology pushes common English vocabulary and expressions when it snows, and formulates corresponding writing tasks. Afterwards, students will write in English through online topic sentence filling, completing examples, paragraph translation, paragraph copying, paragraph summary, etc., and conduct intelligent review of the completed works, online communication and discussion, etc.

Artificial intelligence technology empowers English learning, changing the traditional English learning methods and processes, breaking the limitations of learning time and space. Learners can use fragmented time to access cutting-edge information and master practical skills. Through the effective application of artificial intelligence technology, we can promote learners' in-depth learning and personalized learning, and promote the effective and precise development of English education and teaching. The rich online teaching resources of artificial intelligence can also use multi-dimensional perspectives to provide learners with practical demonstration basis when they encounter difficulties, and comprehensively improve learners' independent analysis and practical inquiry abilities. Artificial intelligence technology empowers English learning, changes the learning ecology, and brings many opportunities and challenges to English teaching. Educators must take advantage of the situation and take the initiative to promote the effective integration of artificial intelligence technology and English teaching.

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