Research Article

English Translation Teaching Algorithm in Colleges and Universities Using Data-Driven Deep Learning

Table 2

Comparison of deep learning and shallow learning.

Deep learningShallow learning

Motivation to learnIntrinsic motivationExtrinsic motivation
Learning methodActive learning that focuses on meaning construction of concepts and principlesPassive machine learning biased towards symbolic memory
Learning methodActive learning that focuses on meaning construction of concepts and principlesPassive machine learning biased towards symbolic memory
Thinking levelApplication, analysis, evaluation, creation, etc.Thinking memory, understanding, and other low-order thinking
Evaluation methodProcess evaluation and qualitative evaluationSummative evaluation and quantitative evaluation