Intelligent Evaluation Method of Teaching Effect of Advanced Mathematics Based on 3D Image Technology

The present study investigates the effect of incorporating 3D image technology into teaching Advanced Mathematics (AMs) at Vocational Colleges (VCs) to help improve students' academic performance, participation, and conceptual understanding. Traditional teaching methods are always deficient in satisfying individual learning needs. This is evidenced by reduced student interest and poor consistency in Learning Outcomes (LOs). In light of this, the subsequent research will consider the comparison of conventional methods with those facilitated by support using Three-Dimensional (3D) tools such as Augmented Reality (AR)/Virtual Reality (VR) headsets and interactive displays. The findings show that students better understand complicated mathematical concepts using 3D image technology, think more positively about the subject, and are academically promoted. Moreover, an intelligent Evaluation System (ES) used eye-tracking technology to judge the effectiveness of the enhancement methodology applied using 3D. This system provides an objective analysis of students' cognitive engagements and their LOs. The study thus concludes that 3D image technology has great potential to revolutionize AMs teaching by making abstract concepts more accessible and engaging.

Authors

Institutions

Publication Details

Journal
Natural Language Processing Journal
Published
2026-05-01
DOI
https://doi.org/10.1016/j.nlp.2026.100211
Primary Topic
Augmented Reality Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Intelligent Evaluation Method of Teaching Effect of Advanced Mathematics Based on 3D Image Technology

Yao Qinghua, Benhua Qiu
Natural Language Processing Journal
Augmented Reality Applications
article

Intelligent Evaluation Method of Teaching Effect of Advanced Mathematics Based on 3D Image Technology

Yao Qinghua, Benhua Qiu
article en

Abstract

The present study investigates the effect of incorporating 3D image technology into teaching Advanced Mathematics (AMs) at Vocational Colleges (VCs) to help improve students' academic performance, participation, and conceptual understanding. Traditional teaching methods are always deficient in satisfying individual learning needs. This is evidenced by reduced student interest and poor consistency in Learning Outcomes (LOs). In light of this, the subsequent research will consider the comparison of conventional methods with those facilitated by support using Three-Dimensional (3D) tools such as Augmented Reality (AR)/Virtual Reality (VR) headsets and interactive displays. The findings show that students better understand complicated mathematical concepts using 3D image technology, think more positively about the subject, and are academically promoted. Moreover, an intelligent Evaluation System (ES) used eye-tracking technology to judge the effectiveness of the enhancement methodology applied using 3D. This system provides an objective analysis of students' cognitive engagements and their LOs. The study thus concludes that 3D image technology has great potential to revolutionize AMs teaching by making abstract concepts more accessible and engaging.

Natural Language Processing Journal
Henan University of Technology (CN), Zhengzhou University of Science and Technology (CN), Xuchang University (CN)
Openalex Percentile: Top 5%
Augmented Reality Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.