{"title":"Analysis on Bilibili Video Categorical Segmentation Using XGBoost","authors":"Yinzhao Liu","doi":"10.1109/ECIT52743.2021.00063","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00063","url":null,"abstract":"Video media platforms such as YouTube and Bilibili, have been increasingly popular. The industry of video media is developing rapidly and it is one of the main industries that bring monetary to many countries. Bilibili is one of the largest and most popular video sites in China. To make better policies and decisions as well as remain competitive, organizers and uploaders of Bilibili have to understand the features of popular videos. Marketing segmentation can help to achieve this goal. This study presents Bilibili video segmentation with XGBoost, an advanced machine learning algorithm based on tree boosting system. The study was divided into two sections: the categorical analysis and the experiment. The statistical analysis and the experiment are all based on data of videos of the 100 most popular uploaders. In the experiment, the multiclass log loss of XGBoost was 0.519707. The results of this study will be helpful for the management and predictive analysis of Bilibili and the whole video media industry.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124172001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiao Huijing, Yang Xuefeng, Pang Wenxue, Guo Longwei, Fu Linfeng, Shi Yongbo, Wu Ping
{"title":"Practical Exploration of Rural E-commerce Boosting Rural Revitalization Based on 4C Model","authors":"Jiao Huijing, Yang Xuefeng, Pang Wenxue, Guo Longwei, Fu Linfeng, Shi Yongbo, Wu Ping","doi":"10.1109/ECIT52743.2021.00023","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00023","url":null,"abstract":"Rural e-commerce is an important way to promote rural revitalization, develop \"Internet + agriculture\" and increase farmers' income2020 is the closing year for China’s poverty alleviation. Now the state strongly supports the development of rural e-commerce. Many areas of the country present a variety of characteristic rural e-commerce ecological models, and their development has reached a new level. The development of rural e-commerce is Alleviating poverty and getting rich in rural areas have brought excellent development opportunities. Based on the 4C marketing theory, this article considers the perspectives of rural revitalization, customers, and merchants. Taking Tangxing, Tianzhen, Datong City, Shanxi Province, as an example, this paper summarizes the practical development model of rural e-commerce to help rural agricultural development, and provides reference for rural revitalization and poverty alleviation.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115859988","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reform of the Innovation and Entrepreneurship Education System in Colleges and Universities under the Application of Internet of Things Technology","authors":"Bo Sun","doi":"10.1109/ECIT52743.2021.00056","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00056","url":null,"abstract":"This article mainly introduces the necessity of innovative colleges and universities' innovation and entrepreneurship education system under the application research of Internet of Things technology, and elaborates the principles that colleges and universities' innovation and entrepreneurship education system should follow. The author analyzes the problems existing in the innovation and entrepreneurship education of colleges and universities under the current application of Internet of Things technology. This paper discusses the effective measures of the innovation and entrepreneurship education system in colleges and universities under the research of the application of Internet of things technology, in order to strengthen the emphasis on the reform of the innovation and entrepreneurship education system in colleges and universities, and adapt to the development requirements of the Internet of things environment. This article aims to encourage college students to bravely start their own businesses and cultivate more outstanding entrepreneurial talents, so as to ensure the quality of college education and promote the sustainable development of college education.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114856576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on the Development of New Industries, New Formats and Models Based on information technology","authors":"L. Sheng, Tang Min, Zhang Yidan, Ma Gaoge","doi":"10.1109/ECIT52743.2021.00069","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00069","url":null,"abstract":"The new industry, new form of business and new model is a new economic form, which emerged from the new round of Information Technology Revolution, in particular, it includes the deep integration of new technologies such as big data, cloud computing, Internet of things, blockchain, artificial intelligence, 5g communication, etc.The new economic form that has spawned, the new crown epidemic in 2020 has accelerated the integration process, and new industries, new formats and new models based on information technology have become new engines and new economic growth points that drive China’s economy to achieve high-quality development.This article describes the development of new industries, new formats and new models under the new crown epidemic situation, systematically analyzes the advantages, disadvantages, opportunities and threats of new industries, new formats and new models in the post-epidemic era, and puts forward countermeasures for accelerating the development of new industries, new formats and new models.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"158 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122028067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on the Evaluation and Selection of Suppliers in the Environment of Supply Chain","authors":"L. Yongqing, L. Meng","doi":"10.1109/ECIT52743.2021.00057","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00057","url":null,"abstract":"Aiming at the research on supplier evaluation and selection in the supply chain management environment, this article constructs supplier core competitiveness evaluation from the perspective of supplier core competitiveness, combined with niche theory, from the three dimensions of niche viability, development ability, and competitiveness System; uses entropy weight method to assign weight to each index, and constructs niche width, suitability, overlap degree model and VIKOR comprehensive evaluation model, uses MATLAB software to calculate, analyze the overall development status of each supplier, and select the best supplier.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127133120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on Digitizing and E-commerce in the Era of the Digital Economy","authors":"Chung-Lien Pan, Yilin Yu, Wei-Keng Zhou, Wenli Zheng, Chujing Ou, Haonan Xu","doi":"10.1109/ECIT52743.2021.00050","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00050","url":null,"abstract":"With the development of e-commerce, different scale, industries and enterprises can improve productivity and profitability in new ways. At the same time, the development of e-commerce makes digital transformation and digital services more and more popular. However, researchers pay little attention to the relationship between the two, and there is still a gap in the bibliometric analysis and research on this topic at present. Under this background, it is of great significance to explore the relationship between electronic commerce and digital transformation. In this paper, 253 articles were retrieved from the Web of Science database, and the results were compared with those of \"Electronic Commerce\", \"Innovation Mechanism\", \"Digital Transformation\", \"Digital Trade\", \"Digital Capital\" and \"Digital Services\" and other key words for a comprehensive data and visual analysis. Using big data analysis technology and visualization software, the author analyzes the key words, main research institutions, countries and the sources of publications through four visualized illustrations in order to show the relationship between e-commerce and digital transformation more directly, so as to make up for this research gap, to reshape the traditional business development model and promote the mutual application of e-commerce and digital transformation in the future, it provides the research foreland and thoughts for the development of electronic commerce and digital transformation in our country and even in the world.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121086233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Research on the Impact of Internet Finance on the Profitability of Commercial Banks","authors":"Hao Dong","doi":"10.1109/ECIT52743.2021.00084","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00084","url":null,"abstract":"The rapid rise of Internet finance has brought considerable challenges to the traditional financial industry and a threat to commercial banks. To promote commercial banks to correctly respond to the impact of internet finance, this article analyzes and studies the impact of internet finance on commercial bank deposits and loans, the impact of internet finance on commercial bank income, and the impact of internet finance on commercial bank income to make recommendations for the current threats of Internet finance to banks.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114630120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Exploration of fresh product supply chain mode under the background of \"new retail\"","authors":"Quanjie Shen, Yin Liang","doi":"10.1109/ECIT52743.2021.00076","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00076","url":null,"abstract":"With the rapid development of e-commerce and Internet technology, traditional enterprise retail and conservative e-commerce are facing severe challenges. The retail industry is gradually entering a new era of retail. After the concept of \"new retail\" was put forward, with the fundamental changes of the market, it has realized diversification at an amazing speed in the world, and will certainly surpass people’s expectations and have a bright future. Agriculture is closely related to people’s life. In many agricultural products, fresh products are regarded as the barometer of \"people’s quality of life\". In people’s daily food consumption, occupies a certain proportion, and people pay more and more attention to the quality and price of fresh products, and the effective supply chain mode determines the quality and price of fresh products. Based on the background of \"new retail\", the research of fresh product supply chain mode has positive significance to improve China’s economic level and market environment. This paper will be based on the new retail environment, taking fresh products as the research object. Through the study of product supply, cold chain logistics, warehousing and distribution, retail trade and other links, the relationship between each link is analyzed. On this basis, full exploration and analysis are carried out, hoping to put forward optimization suggestions and improvement schemes for the fresh product supply chain mode of new retail enterprises.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"372 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132774054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Smart Home System Design and Implementation Based on OneM2M","authors":"Haofei Sun, Cheng Zhang, Jilei Si, Wendong Xu","doi":"10.1109/ECIT52743.2021.00078","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00078","url":null,"abstract":"With the rapid development of the Internet of Things, artificial intelligence and 5G, a series of IoT technology standard protocols, such as OneM2M, have been developed by standard-setting bodies. Although smart homes are growing rapidly, they have not yet formed uniform standards and full-scale home systems. Based on this, it is proposed that the public service entity (CSE) in the oneM2M standard be layered management, MN-CSE as the core node to achieve threshold detection, and the values are forwarded to IN-CSE for in-AE data operation of the smart home deployment scheme. Experiments have verified that the solution can significantly reduce the device requirements of the home core node MN-CSE and effectively reduce the cost of intelligent home deployment maintenance.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"564 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133321856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Review on Trust and Reputation Management Systems in e-commerce and P2P Network","authors":"Yijing Xiao, Lian Zhu, Xiang Li","doi":"10.1109/ECIT52743.2021.00020","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00020","url":null,"abstract":"The start of e-commerce introduced centralized trust and reputation management system to deal with the trust issues in the transactions since the initial transactions usually took place between businesses and consumers (B2C). However, with the development of P2P e-commerce paradigm and problems of centralized systems, such as privacy concerns and abnormal recommendations, coming to surface, the need for distributed trust and reputation management systems has become urgent, and therefore many related approaches have been put forward in the literature. However, even though the approaches are learning from the past experience and therefore improving, drawbacks like weak to attacks still exist. In this paper, Distributed Ledger Technology (DLT) and its implementation Blockchain (BC) are considered as a rather positive solution that may handle the hard problems. To ensure the effectiveness of Blockchain, its potential future trends are discussed in this article as well.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132573205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}