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2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)最新文献

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Speech Emotion Recognition Method Using Depth Wavefield Extrapolation and Improved Wave Physics Model 基于深度波场外推和改进波物理模型的语音情感识别方法
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00081
Chunjun Zheng, Chunli Wang, Ning Jia
{"title":"Speech Emotion Recognition Method Using Depth Wavefield Extrapolation and Improved Wave Physics Model","authors":"Chunjun Zheng, Chunli Wang, Ning Jia","doi":"10.1109/ECIT52743.2021.00081","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00081","url":null,"abstract":"Speech emotion recognition(SER) task based on acoustic wave always has a large number of features, which brings great difficulties to improve the accuracy of recognition. In this paper, we propose a new speech emotion recognition method, which is based on depth wavefield extrapolation and improved wave physics model (DWE-WPM). The method can improve loss accuracy and feature explosion problem when extracting the features. The schema comes from the wave physics system. After extrapolating the wavefield with a fixed-step depth, we inject the reconstructed waveform into DWE-WPM to simulate the information mining process of Long Short-Term Memory Recurrent Neural Network(LSTM), and then fuse the output features of this model with the sorted HSF features. Finally, the integrated features are injected into BiMLSTM to automatically complete the SER task. Massive experiments were carried out on the emotion corpus of interactive emotional dyadic motion capture (IEMOCAP). The experimental results showed that the weighted average (UA) accuracy of the proposed method can be improved by 21%, which was better than the existing methods of SER from raw wave. The method proposed in the paper proved the effective for SER task.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"15 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":"128146984","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}
引用次数: 0
Research on customer relationship management of A company under the background of e-commerce 电子商务背景下A公司客户关系管理研究
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00008
Yihang Lv
{"title":"Research on customer relationship management of A company under the background of e-commerce","authors":"Yihang Lv","doi":"10.1109/ECIT52743.2021.00008","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00008","url":null,"abstract":"With the large-scale popularization and application of e-commerce, customer needs are increasingly diversified and personalized, and the demand for products and services is gradually customized. In this case, the importance of customer relationship management (CRM) to the company is self-evident, but most companies have some problems in the understanding and application of CRM. Based on CRM case analysis, A company that companies should adhere to the concept of \"take the customer as the center\", a familiar with large data analysis of the CRM management team, data analysis, the use of information technology to achieve different platforms at the same time improve the modern management process of electronic commerce, in order to strengthen the company management, improve the company's operating efficiency.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"26 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":"115111283","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}
引用次数: 0
How Business Intelligence Enables E-commerce: Breaking the Traditional E-commerce Mode and Driving the Transformation of Digital Economy 商业智能如何助力电子商务:打破传统电子商务模式，推动数字经济转型
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00013
Chung-Lien Pan, Xin Bai, Fengyi Li, Danling Zhang, Hai Chen, Qiting Lai
{"title":"How Business Intelligence Enables E-commerce: Breaking the Traditional E-commerce Mode and Driving the Transformation of Digital Economy","authors":"Chung-Lien Pan, Xin Bai, Fengyi Li, Danling Zhang, Hai Chen, Qiting Lai","doi":"10.1109/ECIT52743.2021.00013","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00013","url":null,"abstract":"To pursue the sustainable development of the economy, resources and society, we should adhere to the guidance of technology leading and promote the digital transformation with the help of the opportunity of the industrial Internet. As an important field of digital transformation, e-commerce has great potential in various industries, such as service advantages and marketing methods. At present, large e-commerce platforms (Alibaba, JD, etc.) have small achievements, but there are few studies on the integration of e-commerce AI changing the e-commerce model, especially the lack of systematic review of digital marketing and digital transformation. This paper mainly discusses the application of AI in e-commerce platforms to form a diversified new e-commerce model to guide the transformation of traditional e-commerce. Based on this, 156 articles were selected from the Web of Science (WoS) database to map co-word clustering and analyze their annual trends, topics, publication locations, etc. Using scientific metrology to demonstrate the possibility and practicability of the research content in related fields will help Business managers to master how intelligent technology can enable digital e-commerce, achieve digital transformation and sustainable development, and take reasonable measures accordingly.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"27 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":"115245360","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}
引用次数: 7
Research on the influence of live streaming commerce affordances on consumers' impulse purchase intention based on SPSS25.0 and Amos23.0 基于SPSS25.0和Amos23.0的直播商务支持对消费者冲动购买意愿的影响研究
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00028
Xie Fengliang, Luo Jianhong
{"title":"Research on the influence of live streaming commerce affordances on consumers' impulse purchase intention based on SPSS25.0 and Amos23.0","authors":"Xie Fengliang, Luo Jianhong","doi":"10.1109/ECIT52743.2021.00028","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00028","url":null,"abstract":"As a new form of social commerce, live streaming commerce is attracting more and more attention from consumers. Based on the S-O-R theory, this study constructed a mediation model from the perspective of affordances, to investigate the impact of affordances (visibility, metavoicing and guidance shopping) on consumers' impulse purchase intention of live streaming commerce and the mechanism of flow experience. A questionnaire survey was conducted on 445 consumers with live shopping experience, by SPSS25.0 and Amos 23.0 were used, it is found that: 1)The affordances of live streaming commerce have a significant positive impact on consumers' impulse purchase intention. 2)The affordances of live streaming commerce have a significant positive impact on individual flow experience. 3)Flow experience has a significant positive effect on impulse purchase intention. 4)Flow experience plays a mediating role between affordances and impulse purchase intention of live streaming commerce.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"33 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":"115468348","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}
引用次数: 2
Changes of the Customer Relationship Under the Big Data and the Concerned Management Paths 大数据下客户关系的变化及其管理路径
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00067
Zhihong Li
{"title":"Changes of the Customer Relationship Under the Big Data and the Concerned Management Paths","authors":"Zhihong Li","doi":"10.1109/ECIT52743.2021.00067","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00067","url":null,"abstract":"The application of the big data in the business field makes the relationship between the enterprise and the customer closer and closer. The customer’s influencing forces to the enterprise is now much more important than ever before. How to successfully manage the customer’s relationship in the enterprise concerns whether the enterprise can survive and sustain or not. Therefore, to solve this problem, the paper first expounds the quick change of the customer relationship under the big data, then further explores the influence of the big data based on the internet upon the management and maintenance of the customer’s relationship, and finally suggests some paths to manage the customer’s relationship under the big data.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"29 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":"129436114","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}
引用次数: 0
Research on the Path to Enhance the Brand Value Based on Social Network 基于社会网络的品牌价值提升路径研究
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00036
Chunhua Zhao
{"title":"Research on the Path to Enhance the Brand Value Based on Social Network","authors":"Chunhua Zhao","doi":"10.1109/ECIT52743.2021.00036","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00036","url":null,"abstract":"Facebook, Twitter, WeChat and the other social network take \"people-gathering\" as the biggest dividend. Through the sharing of users’ information, images, mood and so on, the social network transfer the offline non-contact social interaction onto the network, so that brands have more channels for \"fans marketing\". Social network \"topics\", communities, viruses-like spreading model enhance not only the popularity and the reputation of the brand, but also the consumers loyalty, consumers brand preference, and thus the brand value. In this paper, the promotion path of the value of brands in the social network service is taken as the focus.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"19 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":"130205016","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}
引用次数: 0
Case analysis and model construction of the impact of supply chain relationship quality on growth performance in the start-up stage of new ventures 新创企业创业阶段供应链关系质量对成长绩效影响的案例分析与模型构建
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00080
He Jiang, Yonghui Cao
{"title":"Case analysis and model construction of the impact of supply chain relationship quality on growth performance in the start-up stage of new ventures","authors":"He Jiang, Yonghui Cao","doi":"10.1109/ECIT52743.2021.00080","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00080","url":null,"abstract":"At present, the entrepreneurial market of small and medium-sized enterprises in China is increasingly active. However, in order to achieve sustainable growth and development, these new ventures cannot obtain competitive advantage in the market competition only relying on their own strength and resources, and even affect the survival of enterprises. External relationship has become an important way for new ventures to obtain supplementary resources and promote the growth and development of enterprises. Based on this, this paper uses the typical case analysis method to understand how the supply chain relationship quality growth performance in the initial stage of new ventures. This also provides some experience and reference for the new venture how to build the appropriate supply chain relationship quality according to its growth stage, and adopt the matching relationship management mode.","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":"130475771","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}
引用次数: 1
A Data-Driven Study on Investment Strategies for P2P Lending Platforms 基于数据驱动的P2P借贷平台投资策略研究
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00096
X. Ye
{"title":"A Data-Driven Study on Investment Strategies for P2P Lending Platforms","authors":"X. Ye","doi":"10.1109/ECIT52743.2021.00096","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00096","url":null,"abstract":"The research develops several investment strategies that lead investors to conduct better and safer investments on peer-to-peer lending platforms. Using econometric models and data science, the paper will study the causes of default and develop the best investment strategy. This process starts from obtaining the original data of peer-to-peer (P2P) lending platforms to formulating investment strategies based on the results of the Fin-tech model. The research focuses on evaluating and manipulating the data and subsequently turn them into investigating strategies in a real-world business setting. The learning concepts include the following: data cleaning and ingestion, classification/probability estimation modeling, regression modeling, analytical engineering, calibration curves, data leakage, evaluation of model performance, basic portfolio optimization, evaluation of investment strategies, and using Python for data science.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"13 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":"120950763","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}
引用次数: 0
The influence of content-based social e-commerce users' continuously participation willingness—— Based on the structural equation model and Bootstrap test method 基于内容的社交电商用户持续参与意愿的影响——基于结构方程模型和Bootstrap检验方法
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00019
Liu Jing, Luo Jianhong
{"title":"The influence of content-based social e-commerce users' continuously participation willingness—— Based on the structural equation model and Bootstrap test method","authors":"Liu Jing, Luo Jianhong","doi":"10.1109/ECIT52743.2021.00019","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00019","url":null,"abstract":"Taking the S-O-R model as the theoretical framework, combined with social support theory, this research constructs a research model of content-based social e-commerce users' continuous participation willingness. As well as exploring the influence of informational social support and emotional social support on users’ trust, sense of belonging, and willingness to continue to acquire and share. Through the questionnaire survey, 305 valid data from Xiaohongshu users were obtained, and the structural equation model and Bootstrap test method were used for empirical analysis.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"47 7 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":"123237119","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}
引用次数: 0
Evaluate Music Genre Using AHP Model 用AHP模型评价音乐类型
2021 2nd International Conference on E-Commerce and Internet Technology (ECIT) Pub Date : 2021-03-01 DOI: 10.1109/ECIT52743.2021.00088
Jiaming Li, Xiaoxiang Liu, Qinxuan Li, Sihan Liu
{"title":"Evaluate Music Genre Using AHP Model","authors":"Jiaming Li, Xiaoxiang Liu, Qinxuan Li, Sihan Liu","doi":"10.1109/ECIT52743.2021.00088","DOIUrl":"https://doi.org/10.1109/ECIT52743.2021.00088","url":null,"abstract":"Music genres are labels created and used by humans for categorizing and describing the vast universe of music. In this paper, firstly, after doing the data collecting and preprocessing, we find out the parameters to describe music genres and conduct correlation analysis to eliminate the redundant factors with high correlation. Secondly, a three-step method is used to construct Analytic Hierarchy Process model. The first step constructs the comparative judgment matrix, the second step calculates the weight of each index in the judgment matrix, and the third step checks the consistency. This paper describes the music from the three dimensions of characteristics of the music, type of vocals and music genre description, which is more accurate and comprehensive to evaluate.","PeriodicalId":186487,"journal":{"name":"2021 2nd International Conference on E-Commerce and Internet Technology (ECIT)","volume":"16 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":"123783730","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}
引用次数: 0
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