With artificial intelligence application areas continuously expanding, AI technology is considered an important means of changing the existing educational scene.
From the point of view on the big scene, teaching, management and evaluation are the three main application directions.
Specific to the detail, by image recognition technology, teachers can be freed from these duties, marking work; through speech recognition and semantic analysis techniques can assist teachers in oral assessment, students correct pronunciation of English; through human-computer interaction technology We can help teachers to students answering questions ......
Most importantly, the combination of AI technology and education, it is possible for educators thousands of years "individualized" education dream has come true, and then really improve our quality and efficiency of education equity and other core issues.
Of course, high-volume personalized individualized is not an easy thing to achieve precision of matching, data tagging behind the need to support the industry.
AI technology gives education from "thousands of people side" to "thousands of thousand faces" of hope, but how to collect and use these "thousands" of data has become a big problem. In all aspects of educational applications, students can gather comprehensive data of all types of artificial intelligence technology.
These data will be marked by the data processing industry labeling to meet the needs related to the analysis of algorithms, the machine has the cognitive ability, which combined with the case of students planning their learning paths to achieve the purpose of Individualized Education.
AI data marked in the field of education specific applications are the following:
A. 2D drawing box
Mark the attendance of teachers and people:
II. Polygon
Mark out the picture of the characters:
III. Video Labels
Mark out the video of the characters
These data relate to the more intimate because of the content of the human face, etc., so data security is an important consideration factor in the process of labeling.
Man Fu to technology, for example, in the specific labeling process, the Man Fu technology will prevent data leakage through asymmetric encryption of data stored, while supporting private cloud deployment, avoid potential data risks.
In the information age, cultivating innovative talents is an important task of the current education system.
Artificial intelligence with natural language processing, data acquisition and analysis capabilities can be used to analyze students' learning behavior, and the student's strengths and weaknesses for students that meet their learning style, truly personalized one on one teaching for the community to cultivate more innovative talents.