Abstract
The following articles have been retracted at the request of the Publisher:
Tan J, Wang R. Research on the construction of English word meaning contrastive classification system based on Transformer-LSTM.
Guo L. Research on construction and optimization of animation effect design model driven by dynamic light and shadow algorithm.
Huang M. Meta-learning-optimized deep feature fusion strategies for few-shot classification of rare Chinese figure painting styles.
Zhu Y. AI-powered feedback analytics engine for optimizing vocational education quality assessment.
Dai Z. Research on the application of deep learning-based sentiment analysis models to classical Chinese literary texts.
Zhu L, Hu C, Li Z. Assessing tourism efficiency and influencing factors in Anhui Province: A DEA-Malmquist approach.
Wang T, Hua S, Wang X. Research on the influence of humanized space layout on urban comfort in intelligent architectural design.
Liu Y. Optimizing laboratory safety education knowledge graph through neural-symbolic reasoning.
Nie T. Dynamic optimization of television media parameters based on reinforcement learning and causal reasoning.
Lu Z, Wu H. Research on the optimization of college students’ entrepreneurship project based on ant colony algorithm and optimization of EfficientNet deep network.
Zhao S, Zhao P. Research on the geospatial distribution mechanism of intangible cultural heritage based on GIS and spatial statistics.
Gong R, Sun Z. Multi-sensor data-fusion technology for immersive Chinese cultural experience virtual environment construction.
Ma L, Lu H. Research on construction of personalized English learning path optimization system based on MVO-CNN.
Wu S, Jian M, Wang C, Liu J. Quantitative determination of multiple illegal additives in flour based on near-infrared spectroscopy.
Li Y, Chen H. Research on intelligent music personalized recommendation algorithm based on MLP-Mixer efficient feature extraction.
Lv J. Research on real-time data processing and audit optimization method of financial management based on internet of things and edge computing.
Zhu Y, Zhang H, Liu B, Dou J. ST-AFNet: A spatio-temporal-attentional fusion network for mindfulness meditation state recognition using biosignals.
Zhang Y. A multimodal semantics-driven model for generating crisis discourse in government new media.
Song Y. Optimization of enterprise organizational structure based on community detection algorithms in complex networks.
Wei N. Big data sentiment analysis and experience optimization of health tourism based on deep learning and NLP.
Liu X. A multi-source heterogeneous data-driven dynamic resource allocation mechanism for green sharing economy.
Tong Z. Deep learning-based music feature extraction and style generation.
Wu Y, Qin Y. Application and practice of artificial intelligence in English teaching.
Wang Y, Huang Y, Yang T, et al. A decade of healthy city research: Visualizing global and Chinese trends with CiteSpace.
Zhang X, Shi W. Autism emotion recognition model based on vision transformer and multimodal feature fusion.
Han Q. Design and implementation of VR teaching practice model for higher vocational students’ mental health education course oriented towards improving psychological resilience.
Xiao D, Xu X, Zhang Y, Liu T, Li X, Qiao Y. Table structure recognition based on dual-branch encoder-decoder segmentation.
Zhao Y, Xing Y. Transportation planning for traditional village contiguous development areas based on Frank–Wolfe algorithm and GA.
An R. Design and implementation of intelligent music visual teaching system.
Guo H, Li Y. Practice and reflection on mixed reality (MR) technology in English communicative competence training.
Liu B. Research on emotion recognition of art design based on fusion features and transfer learning.
Li Y, Wei Y. Research on optimal design strategy of urban public space based on GIS and spatial behavior analysis.
Shen B. Research on synchronous control of light and sound in dance performance based on adaptive algorithm.
Li X. Intelligent digital art design fusion platform based on multimodal transformation.
Gao Q, Wang W, Lou K. Design and research of benchmark fixed speed computer control system for Carbon Fiber Putting Machine based on deep learning algorithm.
Yu H, Zhang Y, Liu Y. Application and optimization analysis of language translation function in cross-border E-commerce platforms.
Zhong Y. Evaluation and optimization of higher education teaching quality based on big data.
Li A. A study on the improvement path of psychological health curriculum and its influence on university students’ emotion regulation ability under the empirical analysis method.
Hua Z, Liang J. Deep learning in physical education teaching mode based on the concept of flipped classroom.
Li X. Exploring the relevance of digital transformation and innovation development of enterprises in the context of “Next-generation Information Technology”.
Dong H, Huang J. Construction of model for extracting and identifying behavioral characteristics of college students with psychological abnormalities based on education big data mining and analysis.
Fan H. Research on intelligent evaluation model of vocational education curriculum based on diffusion reinforcement learning and multi-scale residual network.
Zhao X, Ma K, Guo Z, Liu C, Han Y. Construction of traditional village landscape personalized recommendation system based on Transformer and YOLO image recognition model.
Ma Y. Selection and evaluation of cultural tourism destinations based on fuzzy hesitation modeling.
Gao H. Exploration of English teaching models integrating artificial intelligence, big data, and internet of things.
Xu J. The construction and efficacy of smart classroom for college English based on big data.
Guan H. Transformation and adaptation of English teachers’ roles in the age of artificial intelligence.
Cheng L, Yan J, Lin T, Zhao S. Dilemma of college English curriculum reform based on big data and Internet of Things.
Qiu J. Construction and application of music teaching quality evaluation system via deep neural network.
Han X, Wang Y, Xue Y, Qing H. Athletes’ posture capture technology based on phase-based motion segmentation in swimming competition.
Wang N. Optimization of English teaching resources and innovation of teaching mode based on deep learning.
Wu M, Peng J. Basketball players’ step action recognition based on two-model convolutional neural network.
Lin S. Cultivation of innovative ability of vocal music education based on big data analysis.
He S. The effect of VR technology-assisted college dance education on college students’ physical and mental health and their comprehensive qualities.
Zhang M, Sun X. Difficulties and breakthroughs in the evaluation of college English classroom teaching quality in the era of artificial intelligence.
Lou X, Huang J. The application of computer-aided music and art in preschool education of disability and health integration.
Song L. The public art design of urban space using deep learning under the Internet of Things.
Sun L, Rui M. Application research on improved particle swarm computational intelligence algorithm for multi-objective optimization in ideological and political education.
Qin J, Zhu Y. Data acquisition and application of internet of things in financial management.
Chen Y. Application of deep learning in English translation of children’s picture books.
Li Z. Design of online teaching system for preschool art based on virtual reality technology.
Sun Y. Multilingual social media sentiment analysis with deep learning—Taking the cross-cultural communication of Chinese Hanfu culture on YouTube as an example.
Xue Z, Li W, Zhao Y. The impact of college students’ positive academic emotions on learning engagement based on structural equation modeling.
Liu T. Research on online psychological teaching and behavior analysis of college students based on improved collaborative filtering.
Ji F, Li D. The evaluation of teacher’s teaching ability and student online learning prediction based on optimized cluster analysis and machine learning.
Li L. Situational teaching mode of music and dance education based on virtual reality and augmented reality.
Guo Q, Yao M. Simulation of Chinese writing style based on generative adversarial networks (GANs) and the teaching of cultivating students’ “craftsman spirit”.
After an internal investigation, Sage became aware that the submissions contain indicators of third-party involvement and attempts to manipulate the peer-review process.
Due to concerns around author contributions, as well as concerns around the integrity of the peer review process, Sage retracts these articles.
The authors have been informed using the email addresses provided at submission.