scholarly journals Semantic Matching Efficiency of Supply and Demand Text on Cross-Border E-Commerce Online Technology Trading Platforms

2021 ◽  
Vol 2021 ◽  
pp. 1-12
Author(s):  
Xuhua Chen
Keyword(s):  
Foreign Trade ◽  
Business Models ◽  
Semantic Analysis ◽  
Structural Level ◽  
Semantic Matching ◽  
Accuracy Rate ◽  
Technical Problems ◽  
Cross Border ◽  
Matching Efficiency ◽  
Semantic Dependency

With the innovation of global trade business models, more and more foreign trade companies are transforming and developing in the direction of cross-border e-commerce. However, due to the limitation of platform language processing and analysis technology, foreign trade companies encounter many bottlenecks in the process of transformation and upgrading. From the perspective of the semantic matching efficiency of e-commerce platforms, this paper improves the logical and technical problems of cross-border e-commerce in the operation process and uses semantic matching efficiency as the research object to conduct experiments on the QQP dataset. We propose a graph network text semantic analysis model TextSGN based on semantic dependency analysis for the problem that the existing text semantic matching method does not consider the semantic dependency information between words in the text and requires a large amount of training data. The model first analyzes the semantic dependence of the text and performs word embedding and one-hot encoding on the nodes (single words) and edges (dependencies) in the semantic dependence graph. On this basis, in order to quickly mine semantic dependencies, an SGN network block is proposed. The network block defines the way of information transmission from the structural level to update the nodes and edges in the graph, thereby quickly mining semantics dependent information allows the network to converge faster, train classification models on multiple public datasets, and perform classification tests. The experimental results show that the accuracy rate of TextSGN model in short text classification reaches 95.2%, which is 3.6% higher than the suboptimal classification method; the accuracy rate is 86.16%, the F 1 value is 88.77%, and the result is better than other methods.

scholarly journals Into the Interstices: Everyday Practices of Refugees and Their Supporters in Europe’s Migration ‘Crisis’

Sociology ◽  
2018 ◽  
Vol 52 (3) ◽  
pp. 587-603 ◽  
Author(s):  
Elena Fontanari ◽  
Maurizio Ambrosini
Keyword(s):  
Migration Policy ◽  
Structural Level ◽  
Building Relationships ◽  
Active Involvement ◽  
Cross Border ◽  
Everyday Practices ◽  
The Everyday ◽  
Local Residents ◽  
Migration Crisis

This article investigates the interconnections between migration to Europe for asylum and the multiple ‘crises’ of the border regime that have occurred in recent decades. Drawing on 22 months of ethnographic research with refugees in Italy and Germany, the article highlights the tensions between migration policy and legislation at the structural level and the agency of refugees. The case study focuses on a protest staged by refugees in Berlin and the active involvement of its civil-society supporters. The everyday practices of refugees, including building relationships with local residents, cross-border mobility within Europe and ‘inhabiting’ the grey zones where different national jurisdictions intersect, generate frictions that open up spaces of autonomy: the ‘interstices’. Territorial, social and judicial interstices develop out of the power relations in Europe’s migration ‘battleground’.

Innovative and investment potential of the economic development of the EAEU

2021 ◽  
pp. 666-678
Author(s):  
Inna Nikolaevna Rykova ◽  
Roman Sergeevich Gubanov
Keyword(s):  
Economic Development ◽  
Foreign Trade ◽  
Rural Areas ◽  
Value Added ◽  
Retail Trade ◽  
Industrial Complex ◽  
Member States ◽  
Cross Border ◽  
Eurasian Economic Union ◽  
Economic Union

The article defines the innovative potential of the member countries of the Eurasian Economic Union (hereinafter — the EAEU, the Union), assesses the structural ratio of trade in agricultural products in the total food consumption of the EAEU. The internal investment potential of the EAEU countries is described. The article considers the mechanism of foreign direct investment as a tool for increasing the gross value added of goods during their cross-border movement in the member countries of the Eurasian Economic Union. The dynamics of retail trade turnover in the EAEU is presented. At the same time, in the global aspect, topical issues of the quality of investments in the agro-industrial complex are touched upon, since their volumes do not meet the needs of financial support. At the same time, the mechanism of accelerating the turnover of investment capital is analyzed through the prism of identifying and assessing the state of poverty in rural areas as a risk factor for the agro — food policy of the EAEU member states. At the same time, it is most important to increase the level of food independence of the EAEU member states, to ensure conditions for the growth of the number of new high — performance jobs. The issues of production and consumption of marketable products in the EAEU member states are studied, taking into account the dynamics of prices and the socio-economic situation in the foreign trade space. Based on the generalization of the experience of integration associations of the world economic system, the article concludes that it is necessary to introduce a comprehensive intellectual system into the value chain of commodity products created in the analyzed states. The authors systematize the priorities of the conceptual development of economic relations in the integration of foreign trade processes in the EAEU until 2030. In the system of assessing the mechanism of cross-border traffic through the EAEU, the authors focus on the issues of optimizing the speed of delivery of goods from the seller to the consumer and the modernization of the road transport and logistics infrastructure of the member states of the Union. Based on the analysis of the logistics efficiency index in foreign countries, the necessary conditions for achieving the key effects of the economic development of the EAEU until 2030 are proposed.

The EU Response to Criminal Misuse of Cryptocurrencies: The Young, already Outdated 5th Anti-Money Laundering Directive

2020 ◽  
Vol 28 (3) ◽  
pp. 217-251
Author(s):  
Valentina Covolo
Keyword(s):  
Money Laundering ◽  
Business Models ◽  
International Standards ◽  
Present Contribution ◽  
The Core ◽  
Cross Border ◽  
The Us ◽  
New Business ◽  
New Business Models ◽  
The Eu

Abstract Combatting criminal misuse of cryptocurrencies was at the core of the fatf agenda under the US Presidency, culminating in June 2019 with the thorough extension of international standards against money laundering over virtual assets’ markets. This echoed the first legislative measure regulating virtual currencies adopted by the EU a year before. Directive 2018/843, better known as the 5th Anti-Money Laundering Directive, fails however to address key technological breakthroughs and new business models, which continuously make the ever-growing and fast-paced crypto economy evolve. Against this background, the present contribution investigates shortfalls and challenges that lay ahead in the light of the new fatf Recommendations. It ultimately argues that the preventive anti-money laundering measures cannot dispense with the establishment of a cross-border integrated supervisory and enforcement system.

scholarly journals Analysis of the Influence Factors Affecting the Development of Cross Border E-commerce in Gansu’s Small and Medium Sized Foreign Trade Enterprises

2018 ◽  
Vol 228 ◽  
pp. 05007 ◽  
Author(s):  
Jing Xu ◽  
Qiuping Song
Keyword(s):  
Foreign Trade ◽  
Legal System ◽  
Operation Mode ◽  
Influence Factors ◽  
Gansu Province ◽  
Factors Affecting ◽  
Cross Border ◽  
Market Competitiveness

This paper analyzes the macro and micro factors affecting the development of cross-border e-commerce enterprises in Gansu Province. It points out that there’s sufficiency such as lack of funds and professional talents, poor competitiveness of products and fuzzy operation mode in the small and medium foreign trade enterprises in Gansu. It suggests that small and medium-sized foreign trade enterprises in Gansu should improve their own development, cultivate enterprises’ e-business talents, enhance the market competitiveness of enterprise products, adopt multi style platform operation and improve relevant legal system.

scholarly journals Analysis on the Development and Bottlenecks of China’s Cross - Border E – Commerce

2017 ◽  
Vol 4 (2) ◽  
pp. 26 ◽  
Author(s):  
Hongfei Yue ◽  
Jiani Wu ◽  
Lin Yao
Keyword(s):  
Economic Development ◽  
Business Models ◽  
Global Strategy ◽  
The Internet ◽  
Policy Recommendations ◽  
Policy Environment ◽  
The Past ◽  
Cross Border ◽  
The Status ◽  
Open Strategy

The Internet came to China in 1994, and in the past about 20 years, it has penetrated the country's industry andcommercial sectors. Fundamental changes brought by the Internet have been incorporated in the operations oftraditional industry markets. In recent years, China’s cross-border e-commerce has demonstrated an explosive growthmomentum with the open strategy of "Going global strategy and bringing-in", which has become a new engine ofChina's economic development. However, there are still some bottlenecks in the development of China’s cross bordere-commerce. The major one is the mismatch between the traditional business supervision measures and thecontinuous innovative business models. The paper reviews the status of China’s cross-border e-commerce;summarize the policy environment of cross-board e-commerce cooperation in China; analysis the bottlenecks andkey problems in the development of ross-board e-commerce and proposes the policy recommendations for thebottleneck problems.

Bank business models as a driver of cross-border activities

2020 ◽  
Vol 108 ◽  
pp. 102164
Author(s):  
Mary Everett ◽  
Peter McQuade ◽  
Michael O’Grady
Keyword(s):  
Business Models ◽  
Cross Border ◽  
Bank Business Models

scholarly journals Cross-Border Open Innovation of Early Stage Tech Incubation: A Case Study of FORGE, the First UK-China Accelerator Program

2018 ◽  
Vol 4 (3) ◽  
pp. 37 ◽  
Author(s):  
Yunming Shao ◽  
Lei Shi
Keyword(s):  
Open Innovation ◽  
Business Models ◽  
Early Stage ◽  
Target Market ◽  
Policy Makers ◽  
Cross Border ◽  
The United Kingdom ◽  
Border Trade

This paper is a case study of FORGE, the first UK-China cross border accelerator program, conducted in the context of TusPark Newcastle, an overseas innovation center by TUS Holdings in the United Kingdom. It engages with current research that examines the role of trust, particularly in the area of cross-border trade. We suggest that this is especially pertinent for early stage technology companies, since in many cases, their products, business models and even founder reputations, are more unformed. We also look at the topic of cross-border incubation, particularly with China as the target market, and provide new insights for understanding the channels and barriers for international commercialization in China for early stage tech startups. Finally, we provide some suggestions for policy-makers on both sides to better coordinate efforts to increase innovation relationships like FORGE.

scholarly journals The Incentive Mechanism of Knowledge Sharing in Cross-Border Business Models Based on Digital Technologies

2021 ◽  
Vol 13 (22) ◽  
pp. 12821
Author(s):  
Yan Wang ◽  
Lifan Yang ◽  
Enzo Russo ◽  
Domenico Graziano
Keyword(s):  
Knowledge Sharing ◽  
Business Models ◽  
Digital Technologies ◽  
Cross Border ◽  
Constrained Problems ◽  
Before And After ◽  
Information Rent ◽  
The Incentive Mechanism ◽  
The Relationship ◽  
Relevant Factors

This paper aims to solve the time-constrained problems of knowledge sharing caused by geographical distance and cultural differences in cross-border business models by proposing a novel knowledge sharing model based on principal–agent theory. Given that digital technologies (DTs) can solve the information asymmetry issue, this paper analyses and compares the contract parameters given by the principal, the efforts of the agent, and the changes in the expected profits of both parties before and after the application of DTs and therefore discusses the influence of various relevant factors in incentive contracts; the relationship between the expected profit of both parties and the various relevant factors is analyzed through numerical simulations. The results show that, in cross-border business models considering the time value of knowledge, the principal is affected not only by “information rent” and “channel loss” but also by the “time cost”. The application of DTs can effectively reduce all three of these costs. More importantly, the principal’s incentive coefficient and the agent’s effort are related to this time constraint and the application of DTs.

scholarly journals Cross-Border Risks as an Impact Factor for International Fintech Business Models

2021 ◽  
Vol 92 ◽  
pp. 03026
Author(s):  
Helena Skadina ◽  
Vilnis Veinbergs
Keyword(s):  
Impact Factor ◽  
Business Model ◽  
Business Models ◽  
Risk Group ◽  
Value Added ◽  
Business Activity ◽  
Cross Border ◽  
Doing Business ◽  
The Cross ◽  
Model Dimension

Research background: Cross-border activities for FinTech companies in several markets bring them completely new opportunities and drive the appetite for new deals, but the complexity of doing business internationally is often underestimated: many risks, which have an influence of business models, can be determined. The emphasis of this research is on those risks that can be brought into particularly correlation with the cross-border activities of a FinTech company and at the same time influence the whole business activity of it. Purpose of the article: The aim of this research is to find out what kind of risks corresponds to so called cross-border risk-group and is the most common for internationally designed FinTech business models. Additionally, to determine those business model areas, which are influenced by cross-border risks the most and must be created with focus on avoiding, mitigating or sharing these risks. Methods: To achieve the goal the authors interviewed representatives of different FinTech companies. In these interviews, experts were asked to describe the most significant risks and to assess the importance of them for each business model dimension by using the Likert’s scale as well as to explain the dependencies and the consequences of their influence on different business model areas. Findings & Value added: The result of this research forms the basis for conclusions about the most significant cross-border risks and their impact on dimensions of a business model as well as makes recommendations possible for those FinTech-enthusiasts who are going to model their FinTech business internationally.

Sign in / Sign up

Export Citation Format

Share Document