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- Title
A novel two-sided matching decision method for technological knowledge supplier and demander considering the network collaboration effect.
- Authors
Han, Jing; Li, Bin; Liang, Haiming; Lai, Kin Keung
- Abstract
To obtain competitive advantage, the key target for the two-sided matching between technological knowledge supplier and demander is maximizing the individual exchange satisfaction. The structure of the supplier and demander relationship networks means that the two-sided matching approach not only gives point-to-point matching but also gives network-to-network matching. In this paper, supply and demand network characteristics are embedded into a two-phase decision analysis method. First, to select the matching pairs, a matching satisfaction matrix is constructed based on the supply and demand network characteristics, after which a multi-objective optimal model is built to determine the best optimization matching results and the overall improvements illustrated through comparison. Finally, a numerical example is given to show the practicality and validity of the proposed approach.
- Subjects
COMPETITIVE advantage in business; TECHNOLOGICAL innovations; INFORMATION technology; CREATIVE ability in technology; DISRUPTIVE innovations; CREATIVE ability in business
- Publication
Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2018, Vol 22, Issue 16, p5439
- ISSN
1432-7643
- Publication type
Article
- DOI
10.1007/s00500-018-3131-z