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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
[article]
2020
arXiv
pre-print
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In this paper, we explore a new task of cross-lingual information retrieval, i.e., cross-lingual set-to-description retrieval in cross-border e-commerce, which involves matching product attribute sets ...
cross-border e-commerce. ...
Introduction Cross-border online shopping has become popular in the past few years, and e-commerce platforms start to pay more effort in improving their user experience. ...
arXiv:2005.08188v1
fatcat:2xbuszoc4jegfnmgsihmupkznu
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
2020
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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In this paper, we explore a new task of cross-lingual information retrieval, i.e., cross-lingual set-to-description retrieval in cross-border e-commerce, which involves matching product attribute sets ...
cross-border e-commerce. ...
Introduction Cross-border online shopping has become popular in the past few years, and e-commerce platforms start to pay more effort in improving their user experience. ...
doi:10.1609/aaai.v34i05.6335
fatcat:qedkc32b6zakblet44yyi2arq4
Predictive Analysis of User Behavior Processes in Cross-Border E-Commerce Enterprises Based on Deep Learning Models
2022
Security and Communication Networks
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In this paper, through the problem of predicting the e-commerce user behavior process, the model usually needs to focus on both long-term preferences and short-term preferences of e-commerce users in the ...
Currently, the global consumer market is moving toward digitalization, and cross-border e-commerce enterprises are no exception and have to make adjustments in their operational strategies. ...
When setting product prices, cross-border e-commerce enterprises will understand the prices of similar products on major platforms to determine a more competitive price dimension, but this process is dynamic ...
doi:10.1155/2022/1560017
fatcat:tutzpgk6orbbvidupwhqhkjjwa
Analysis of the Business Model of C2B Cross-Border E-Commerce Platform Based on Deep Learning
2021
Security and Communication Networks
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E-commerce integrates traditional offline business resources with a brand-new model, so that products can be sold to consumers everywhere. ...
This paper studies the business model analysis of C2B cross-border EC platforms based on deep learning. ...
Cross-border e-commerce is divided into export cross-border e-commerce and import cross-border e-commerce.
Application of Deep Learning in C2B Cross-Border EC Platform. ...
doi:10.1155/2021/9025986
fatcat:kcqaajatxjfblonsnyqykstdvq
Research and Design of Cross-Language Vertical Search Engine for Special Agricultural E-commerce Platform
2018
MATEC Web of Conferences
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Based on the research of vertical search engine and cross-language information retrieval, a crosslanguage vertical search engine design for e-commerce platform is proposed. ...
Cross-language in this article mainly refers to the conversion of Chinese, English, and Tibetan. ...
When he was faced with a huge Chinese webpage in e-commerce, they couldn't retrieve the Chinese products they wanted. ...
doi:10.1051/matecconf/201817603014
fatcat:jshk2w4s4netxp4675zaeorihq
EENMF: An End-to-End Neural Matching Framework for E-Commerce Sponsored Search
[article]
2018
arXiv
pre-print
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E-commerce sponsored search contributes an important part of revenue for the e-commerce company. ...
In the real traffic of a large-scale e-commerce sponsored search, the proposed approach significantly outperforms the baseline. ...
ACKNOWLEDGMENT e authors would like to thank the colleagues for their valuable supports, such as Yan Zhang, Genbao Chen, Yuping Jiang, Hao Wan, Sheng Xu, Zhenkui Huang, Qing Ye, Tao Ma, Hang Xiang, Di ...
arXiv:1812.01190v4
fatcat:qlg2miqiofc4nncucgulrknuj4
Theoretical Analysis of Cross-border E-commerce Effecting Consumption Upgrade
2022
Journal of Global Economy, Business and Finance
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Through the realistic basis of cross-border E-commerce and consumption upgrade, this paper explains the mechanism of cross-border E-commerce influencing consumption upgrade through revenue, network, logistics ...
As a direct link between China's super market and the international market, it has been an issue whether cross-border E-commerce can drive consumption upgrade. ...
Acknowledgement This paper is supported by Hunan Postgraduate Research and Innovation Project "The Mediation Effect Research of Cross-border E-commerce Driving Consumption upgrade from a Multidimensional ...
doi:10.53469/jgebf.2022.04(03).06
fatcat:yyyz3qncefhexfpbhsdkavrsby
Analysis on the Cross-Border B2B E-Commerce of Henan Province in China
2019
International Journal of Managerial Studies and Research
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Furthermore, there are still some problems in the cross-border B2B e-commerce in Henan Province. ...
e-commerce industry. ...
In addition, the cross-border e-commerce B2B platform can also simplify the export process of products and effectively reduce the transaction cost of products. ...
doi:10.20431/2349-0349.0802003
fatcat:2n4grrtkdbhh3arykkswpzj2pu
ACE-BERT: Adversarial Cross-modal Enhanced BERT for E-commerce Retrieval
[article]
2021
arXiv
pre-print
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Nowadays on E-commerce platforms, products are presented to the customers with multiple modalities. ...
We propose a novel Adversarial Cross-modal Enhanced BERT (ACE-BERT) for efficient E-commerce retrieval. In detail, ACE-BERT leverages the patch features and pixel features as image representation. ...
CONCLUSION In this paper, we focus on the query text and product matching in cross-modal retrieval of the E-commerce. ...
arXiv:2112.07209v1
fatcat:fa3fvsvgojeopginqgdijxt3aq
Introduction to special issue on eCommerce search and recommendation
2020
Information retrieval (Boston)
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In "Deep Cross-platform Product Matching in E-commerce", Li et al. (2020) discuss cross-site product matching. They observe different sites describing the same product in different ways. ...
Airbnb are completely dependent on search to match users with products. ...
doi:10.1007/s10791-020-09370-4
fatcat:pomjh62zjrhvncqwixvwqdomwm
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search
[article]
2021
arXiv
pre-print
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We introduce deep learning models to the two most important stages in product search at JD.com, one of the largest e-commerce platforms in the world. ...
Specifically, we outline the design of a deep learning system that retrieves semantically relevant items to a query within milliseconds, and a pairwise deep re-ranking system, which learns subtle user ...
Here we share our experiences and promising results of applying deep learning for both stages in e-commerce search at JD.com. ...
arXiv:2103.12982v1
fatcat:3w4gbvnu4nestkjb2ta6g2idke
Exploration of Intellectual Property Protection Strategies for Cross-border E-commerce
2021
E3S Web of Conferences
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aimed at the weak awareness of intellectual property and the copycatting of enterprise products, which are common in the operation of cross-border e-commerce enterprises in China. ...
Abstract— The continued advancement of the "One Belt, One Road" strategy, coupling with the rapid development of the Internet, has provided a convenient online platform for cross-border e-commerce enterprises ...
for 37.6% of China's total import and export, coupled with the upgrading and development of cross-border e-commerce platforms, cross-border e-commerce industry is bound to continue to grow rapidly.At ...
doi:10.1051/e3sconf/202124501062
fatcat:ax3jxh6p3jdgbdtzpfnimutihe
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders
[article]
2020
arXiv
pre-print
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Fashion product images dataset containing eyewear, footwear, and bags are appropriate to illustrate that this pipeline is applicable in the booming industry of e-commerce enabling direct user interaction ...
The rise of deep learning applications in the fashion industry has fueled advances in curating large-scale datasets to build applications for product design, image retrieval, and recommender systems. ...
Acknowledgments The author would like to express his gratitude to his professor, Rowel Atienza. for imparting him knowledge in this study. ...
arXiv:2009.01053v1
fatcat:pyhujzakfva4nmjsrwmq44khsy
Cross-Border E-Commerce Trade and Industrial Clusters: Evidence from China
2022
Sustainability
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path of China's cross-border e-commerce trade and industrial clusters. ...
cross-border e-commerce trade and industrial clusters. (3) There is an obvious positive interaction between the main components of cross-border e-commerce trade and the main components of industrial clusters ...
In order to judge whether the evaluation of the theoretical model and the collected data were suitable, this paper chooses the fit test method to test accordingly. ...
doi:10.3390/su14063576
fatcat:n7weay6erveavoxeltj2nkw2ce
Analysis on Pinduoduo Business Model and Future Development Strategy based on Sinking Market
2021
BCP Business & Management
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In the current situation, Pinduoduo's moat is weak in terms of intangible assets and user conversion costs due to the poor quality of most of the products on its platform and that its primary users are ...
This paper analyses Pinduoduo's success and make suggestions to help it further improve its business model for the long term and provide a reference experience of similar e-commerce companies by using ...
Introduction In recent years, mainstream e-commerce companies such as Tmall, Jingdong, and Suning have taken 90% of the market share in the e-commerce sector. ...
doi:10.54691/bcpbm.v16i.312
fatcat:mpnbdfwqmrh6tg2stuie5233wq
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