Author(s)

Cheng Huang ¹, Rulin Chen ¹, Ling Lin ¹

Affiliation(s)

¹ Hainan Vocational University of Science and Technology, Haikou, Hainan, 571126, China

Corresponding Author

Cheng Huang

ABSTRACT

With the development of computer network and information technology, the requirements for educational environment have been further improved. At present, there are web-based examination systems in almost every field. Especially English learning, because students go from primary school to university, and even study abroad, English plays an important role in all kinds of examinations, and for this reason, all kinds of online learning have appeared. However, almost all English learning systems cannot improve students' interest and efficiency. Through the analysis and comparison of the matching degree between learners' interest and resources, an algorithm model for realizing accurate resource retrieval is put forward and verified in related systems. At the same time, this algorithm has a good reference value for realizing personalized recommendation of resources. With the emergence of various resource information bases, it is an urgent problem for every resource information provider to find the resources that users are interested in from the massive resource information bases. In this paper, we propose an algorithm to achieve accurate resource retrieval by comparing the matching degree between user interest model and information resource model, and implement it in related systems. The algorithm also has a good reference value for personalized recommendation of resource information.

KEYWORDS

Deep learning, English teaching, Resource retrieval algorithm, Model design and implementation

CITE THIS PAPER

Cheng Huang, Rulin Chen, Ling Lin, Design and Implementation of English Teaching Resources Retrieval Algorithm Model Based on Deep Learning. Advances in Computer, Signals and Systems (2022) Vol. 6: 72-78. DOI: http://dx.doi.org/10.23977/acss.2022.060309.

REFERENCES

[1] Dang Wenjing, Zhang Xuejun, Suo Yanxia, et al. Exploration of English teaching design in middle schools based on 4C-ID model. Teaching and Management: Theoretical Edition, vol.20, no.5, pp.6, 2020.
[2] Shen Lei, Chen Yan, Su Xinming. Practical application of ADDIE instructional design model in college English teaching in military academies. Science, Education, Culture and Literature, vol.20, no.2, pp.3, 2021.
[3] Pang Hongmei. The Design and Construction of the Teaching Intervention Model of College English Blended Courses Based on massive open online course. Journal of Multimedia and Network Teaching in China (the last issue), vol.10, no.81, pp.21, 2019.
[4] Wang Ting. Project-based Teaching Model Design of Flip Classroom Teaching in Higher Vocational Public English. vol.2, no.56, pp.45, 2018.
[5] Liu Huanhuan. College English Classroom Teaching Design in Private Colleges Based on ARCS Model. Century Star-Exchange Edition, vol.16, no.2, pp.11, 2018.
[6] Liu Jianjun. Exploration on the instructional design of high school English short stories based on the plot structure model of "Freitag Pyramid". English Teaching and Research in Primary and Secondary Schools, vol.9, no.5, pp.10, 2018.
[7] Xu Yandan. Design and Practice of Blended Teaching of Public English in Open Education Based on "BOPPPS" Model. Journal of Higher Continuing Education, vol.34, no.6, pp.4, 2020.
[8] Li Ran. Research on the Motivation Design Model ARCS and its Application in College English Teaching. Bohai Economic Outlook, vol.11, no.2, pp.19, 2017.
[9] Zhu Shijun, Xiong Renxian. Combined application of numbering model and survey model in middle school English teaching. New Curriculum: Middle School, vol.6, no.2, pp.5, 2020.
[10] Xie Ying. Design of English teaching strategies in higher vocational education based on the blended teaching model in the context of "internet plus". Journal of Jiangxi Electric Power Vocational and Technical College, vol.31, no.7, pp. 2, 2021.

Sponsors, Associates, and Links

---

• Power Systems Computation
  
  
• Internet of Things (IoT) and Engineering Applications
  
  
• Computing, Performance and Communication Systems
  
  
• Journal of Artificial Intelligence Practice
  
  
• Journal of Network Computing and Applications
  
  
• Journal of Web Systems and Applications
  
  
• Journal of Electrotechnology, Electrical Engineering and Management
  
  
• Journal of Wireless Sensors and Sensor Networks
  
  
• Journal of Image Processing Theory and Applications
  
  
• Mobile Computing and Networking
  
  
• Vehicle Power and Propulsion
  
  
• Frontiers in Computer Vision and Pattern Recognition
  
  
• Knowledge Discovery and Data Mining Letters
  
  
• Big Data Analysis and Cloud Computing
  
  
• Electrical Insulation and Dielectrics
  
  
• Crypto and Information Security
  
  
• Journal of Neural Information Processing
  
  
• Collaborative and Social Computing
  
  
• International Journal of Network and Communication Technology
  
  
• File and Storage Technologies
  
  
• Frontiers in Genetic and Evolutionary Computation
  
  
• Optical Network Design and Modeling
  
  
• Journal of Virtual Reality and Artificial Intelligence
  
  
• Natural Language Processing and Speech Recognition
  
  
• Journal of High-Voltage
  
  
• Programming Languages and Operating Systems
  
  
• Visual Communications and Image Processing
  
  
• Journal of Systems Analysis and Integration
  
  
• Knowledge Representation and Automated Reasoning
  
  
• Review of Information Display Techniques
  
  
• Data and Knowledge Engineering
  
  
• Journal of Database Systems
  
  
• Journal of Cluster and Grid Computing
  
  
• Cloud and Service-Oriented Computing
  
  
• Journal of Networking, Architecture and Storage
  
  
• Journal of Software Engineering and Metrics
  
  
• Visualization Techniques
  
  
• Journal of Parallel and Distributed Processing
  
  
• Journal of Modeling, Analysis and Simulation
  
  
• Journal of Privacy, Trust and Security
  
  
• Journal of Cognitive Informatics and Cognitive Computing
  
  
• Lecture Notes on Wireless Networks and Communications
  
  
• International Journal of Computer and Communications Security
  
  
• Journal of Multimedia Techniques
  
  
• Automation and Machine Learning
  
  
• Computational Linguistics Letters
  
  
• Journal of Computer Architecture and Design
  
  
• Journal of Ubiquitous and Future Networks