Complex Network-Oriented Analysis on Business Service Ecosystem

Yihang Luo, Yushun Fan
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引用次数: 2

Abstract

Service-oriented approach has changed the pattern of providing products and services in business area. Through supply chain on the online platform, many business entities (consumers and providers) can now make business transactions in a more extensive and convenient way. As huge business entities and their complex correlations exist and evolve continuously, this system is regarded as Business Service Ecosystem (BSE). It is critical to discern BSE's topology structure and evolution rule, to support its management. In this paper, first, business correlation model and key features of BSE are investigated; then, a Complex Network-oriented Analysis Framework (CNOAF) is proposed, which aims to solve the above problem, and a Time-based Correlation Bipartite Graph is established as the core model to deal with correlation; finally, an empirical study of marine logistic service indicates the effectiveness of CNOAF, and several valuable insights are obtained for its development.
面向复杂网络的企业服务生态系统分析
面向服务的方法改变了业务领域提供产品和服务的模式。通过网络平台上的供应链,许多商业主体(消费者和供应商)可以更广泛、更便捷地进行商业交易。由于庞大的业务实体及其复杂的关联关系存在并不断演化,因此这个系统被称为业务服务生态系统(business Service Ecosystem, BSE)。研究疯牛病的拓扑结构和演化规律,对疯牛病的管理具有重要意义。本文首先研究了疯牛病的业务关联模型和关键特征;然后,针对上述问题,提出了面向复杂网络的分析框架(CNOAF),并建立了基于时间的关联二部图作为处理关联的核心模型;最后,通过对海上物流服务的实证研究,验证了CNOAF的有效性,并为其发展提供了一些有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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