IoT for smart English education: AI-based personalised learning resource recommendation algorithm
by Fang Wang
International Journal of Computer Applications in Technology (IJCAT), Vol. 71, No. 3, 2023

Abstract: The development of smart English education provides talent support for national economic and social development, solves the difficult problems in current education and enhances national competence. At present, Internet of Things (IoT) is constant maturing of continuous development of information technology, providing a solid technical foundation for the development of smart English education. IoT mainly senses and collects data through multi-sensors, uses a variety of communication technologies to establish a network to realise the connection between things and things. Data collection through IoT is an important source of big data in English education. IoT is the basis for smart English education, learning, management and effective collection of educational data. Artificial intelligence analyses the learning resources collected by multi-sensors to make recommendation decisions. In this study, an attention-based deep collaborative learning resource recommendation model is proposed by integrating the attention mechanism into the learning resource recommendation algorithm.

Online publication date: Tue, 11-Jul-2023

The full text of this article is only available to individual subscribers or to users at subscribing institutions.

 
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.

Pay per view:
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.

Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Computer Applications in Technology (IJCAT):
Login with your Inderscience username and password:

Username:        Password:          Forgotten your password?

Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.

If you still need assistance, please email subs@inderscience.com