Supply-Demand Matching in Non-Cooperative Social Networks

被引:2
|
作者
Zhang, Shao-Jie [1 ]
Lu, Xu-Dong [1 ,2 ]
Wang, Shi-Peng [1 ,2 ]
Guo, Wei [1 ,2 ]
机构
[1] Shandong Univ, Sch Software, Jinan 250101, Peoples R China
[2] Shandong Univ, Joint SDU NTU Ctr Artificial Intelligence Res C F, Jinan 250101, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
关键词
Task analysis; Social network services; Supply and demand; Collaboration; Optimization; Contracts; Crowdsourcing; Coordination; non-cooperative; social networks; strategy design; supply-demand matching; TEAM FORMATION; EFFICIENT;
D O I
10.1109/ACCESS.2020.3021286
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The complex supply-demand matching problem is a kind of social service computing problem, which can be applied to the coordinated production of products or the supply of service. In this scenario, the demander needs a number of suppliers to provide services or products to complete a given task. The key to solving this problem is to build a supply network that covers the requester's requirement. Traditional collaboration issues in social network mainly focused on the "team formation problem", that is to build a team that covers all the skills required for the task. However, due to the complex characteristics of supply-demand matching problems in the application of social services, the team formation method is limited and inefficient, and there is no special solution for the complex supply-demand matching problems in social network. This paper proposes a general framework to solve the complex matching problem of supply and demand. On the premise of non-cooperative constraints, social networks are used to build supply networks with low communication loss, and the unnecessary cost is reduced through cooperation.
引用
收藏
页码:162458 / 162466
页数:9
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