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The recent outbreak of the novel coronavirus (COVID-19) has infected millions of citizens worldwide and claimed many lives. This paper examines its impact on the Chinese e-commerce market by analyzing behavioral changes seen from a large…

Physics and Society · Physics 2020-10-28 Yuan Yuan , Muzhi Guan , Zhilun Zhou , Sundong Kim , Meeyoung Cha , Depeng Jin , Yong Li

The evolution of Chinese online courtship culture is a mixed product under dynamic interaction between the feudal tradition, urban development and government policies. The presented research examines the regional online dating popularity,…

Applications · Statistics 2019-07-15 Shu Wei

Social e-commerce, as a new form of social computing based marketing platforms, utilizes existing real-world social relationships for promotions and sales of products. It has been growing rapidly in recent years and attracted tens of…

Computers and Society · Computer Science 2020-10-20 Zhilong Chen , Hancheng Cao , Fengli Xu , Mengjie Cheng , Tao Wang , Yong Li

While social interactions are critical to understanding consumer behavior, the relationship between social and commerce networks has not been explored on a large scale. We analyze Taobao, a Chinese consumer marketplace that is the world's…

Social and Information Networks · Computer Science 2015-03-19 Stephen Guo , Mengqiu Wang , Jure Leskovec

In e-commerce, ranking the search results based on users' preference is the most important task. Commercial e-commerce platforms, such as, Amazon, Alibaba, eBay, Walmart, etc. perform extensive and relentless research to perfect their…

Information Retrieval · Computer Science 2024-12-06 Md. Ahsanul Kabir , Mohammad Al Hasan , Aritra Mandal , Daniel Tunkelang , Zhe Wu

The continuous growth of electronic commerce has stimulated great interest in studying online consumer behavior. Given the significant growth in online shopping, better understanding of customers allows better marketing strategies to be…

Computers and Society · Computer Science 2012-12-27 Soroosh Nalchigar , Ingmar Weber

One of the ultimate goals of e-commerce platforms is to satisfy various shopping needs for their customers. Much efforts are devoted to creating taxonomies or ontologies in e-commerce towards this goal. However, user needs in e-commerce are…

Information Retrieval · Computer Science 2020-03-31 Xusheng Luo , Luxin Liu , Yonghua Yang , Le Bo , Yuanpeng Cao , Jinhang Wu , Qiang Li , Keping Yang , Kenny Q. Zhu

In the 21st century, the era of globalization, consumers are dispersed across the globe, and brands compete for their attention and loyalty, largely within the digital realm. This reality elevates the importance of effective communication…

Social and Information Networks · Computer Science 2026-01-13 Artem Novobritskii

Gift giving is a ubiquitous social phenomenon, and red packets have been used as monetary gifts in Asian countries for thousands of years. In recent years, online red packets have become widespread in China through the WeChat platform.…

Social and Information Networks · Computer Science 2017-12-11 Yuan Yuan , Tracy Xiao Liu , Chenhao Tan , Jie Tang

We apply classical statistical methods in conjunction with the state-of-the-art machine learning techniques to develop a hybrid interpretable model to analyse 454,897 online customers' behavior for a particular product category at the…

Machine Learning · Computer Science 2023-02-13 Saed Alizamir , Kasun Bandara , Ali Eshragh , Foaad Iravani

With the development of e-commerce, many products are now being sold worldwide, and manufacturers are eager to obtain a better understanding of customer behavior in various regions. To achieve this goal, most previous efforts have focused…

Computers and Society · Computer Science 2016-10-04 Qingqing Zhou , Rui Xia , Chengzhi Zhang

This paper provides some of the first large-scale descriptive evidence on how consumers adopt and use platform-embedded shopping AI in e-commerce. Using data on 31 million users of Ctrip, China's largest online travel platform, we study…

Artificial Intelligence · Computer Science 2026-03-27 Se Yan , Han Zhong , Zemin , Zhong , Wenyu Zhou

Weibo, as the largest social media service in China, has billions of messages generated every day. The huge number of messages contain rich sentimental information. In order to analyze the emotional changes in accordance with time and…

Computation and Language · Computer Science 2014-03-31 Duyu Tang , Bing Qin , Ting Liu , Qiuhui Shi

Due to the limitations imposed by the COVID-19 pandemic, many users have shifted their shopping patterns from offline to online. Livestream shopping has become popular as one of the online shopping media. However, many streamers' malicious…

Cryptography and Security · Computer Science 2022-11-09 Qunfang Wu , Yisi Sang , Dakuo Wang , Zhicong Lu

Although Google is blocked in China, Chinese provinces export significantly more to foreign countries that recently searched for them (up to 12 months prior). This attention premium is found mainly at the extensive margin of exports, larger…

General Economics · Economics 2025-04-01 Cui Hu , Ben G. Li

Past few years have witnessed the emergence and phenomenal success of strong-tie based social commerce. Embedded in social networking sites, these E-Commerce platforms transform ordinary people into sellers, where they advertise and sell…

Social and Information Networks · Computer Science 2019-08-16 Hancheng Cao , Zhilong Chen , Fengli Xu , Tao Wang , Yujian Xu , Lianglun Zhang , Yong Li

As an emerging business phenomenon especially in China, instant messaging (IM) based social commerce is growing increasingly popular, attracting hundreds of millions of users and is becoming one important way where people make everyday…

Computers and Society · Computer Science 2021-01-26 Hancheng Cao , Zhilong Chen , Mengjie Cheng , Shuling Zhao , Tao Wang , Yong Li

China is one of the largest Android markets in the world. As Chinese users cannot access Google Play to buy and install Android apps, a number of independent app stores have emerged and compete in the Chinese app market. Some of the Chinese…

Networking and Internet Architecture · Computer Science 2018-10-19 Haoyu Wang , Zhe Liu , Jingyue Liang , Narseo Vallina-Rodriguez , Yao Guo , Li Li , Juan Tapiador , Jingcun Cao , Guoai Xu

Online dating sites have become popular platforms for people to look for potential romantic partners. It is important to understand users' dating preferences in order to make better recommendations on potential dates. The message sending…

Social and Information Networks · Computer Science 2014-01-23 Peng Xia , Kun Tu , Bruno Ribeiro , Hua Jiang , Xiaodong Wang , Cindy Chen , Benyuan Liu , Don Towsley

Human-AI romantic relationships have gained wide popularity among social media users in China. The technological impact on romantic relationships and its potential applications have long drawn research attention to topics such as…

Human-Computer Interaction · Computer Science 2025-08-20 Xuetong Wang , Ching Christie Pang , Pan Hui
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