Design and Implementation of SME International Trade Intelligent Summarization Platform Based on Deep Learning and Microservice Architecture

This study implements an intelligent international trade matching platform for SMEs based on distributed computing, deep learning and microservice architecture, integrating NLP and multi-objective optimization algorithms to construct a matching model, and decoupling and synergizing the core modules through SpringCloud microservice framework. The results show that the platform effectively solves the problem of information asymmetry and resource constraints, significantly improves the efficiency and success rate of SMEs' international trade, and provides new ideas and practical examples for digital trade services.

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Publication Details

Published
2025-05-23
DOI
https://doi.org/10.1145/3746972.3746995
Primary Topic
E-commerce and Technology Innovations
Type
article
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0.00
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Design and Implementation of SME International Trade Intelligent Summarization Platform Based on Deep Learning and Microservice Architecture

Ruowei Shen, Xing-Hua Yu, S.-W. Chen, Hongmei Wang et al.
E-commerce and Technology Innovations
article

Design and Implementation of SME International Trade Intelligent Summarization Platform Based on Deep Learning and Microservice Architecture

Ruowei Shen, Xing-Hua Yu, S.-W. Chen, Hongmei Wang, Wang Yuqing, Yizhou Yu, Xinru Xia
article en

Abstract

This study implements an intelligent international trade matching platform for SMEs based on distributed computing, deep learning and microservice architecture, integrating NLP and multi-objective optimization algorithms to construct a matching model, and decoupling and synergizing the core modules through SpringCloud microservice framework. The results show that the platform effectively solves the problem of information asymmetry and resource constraints, significantly improves the efficiency and success rate of SMEs' international trade, and provides new ideas and practical examples for digital trade services.

Tianjin University of Technology (CN), Tianjin Economic-Technological Development Area (CN), Tianjin Vocational Institute (CN)
Openalex Percentile: Top 65%
E-commerce and Technology Innovations
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