Collective Intelligence and Collaboration: A Case Study in Airline Industry

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2016-10-03

Autores

Teixeira, Sónia (Autor) FEP; Pedro Campos (Autor) FEP; Fernandes, R (Autor) Outra; Catarina Roseira (Autor) FEP

Ata de Conferência Internacional

Título: COLLABORATION IN A HYPERCONNECTED WORLD

Páginas: 148-155

17th IFIP WG 5.5 Working Conference on Virtual Enterprises (PRO-VE)

Porto, PORTUGAL, OCT 03-05, 2016

Indexação

ISI Web of Knowledge - 0 Citações

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-00M-BGG

DOI: 10.1007/978-3-319-45390-3_13

Abstract (EN): In order to improve their competitive performance, airline companies often adopt as a strategy to establish arrangement between two or more organizations agreeing to cooperate on a substantial level. This strategy is often known as airline alliances. A paradigm to analyze the collective intelligence behavior which emerges from a group, as a strategic alliance, is the flocking behavior. Inspired by the Cucker and Smale algorithm (C-S) we propose a new version of the flocking behavior algorithm applied to airline alliances. Our goal is to understand the link between strategic alliances and flocks. For this new approach, metrics were obtained for the parameters of C-S algorithm, namely position, velocity and influence, where the latter uses cooperative games. Besides, reinforcement learning mechanisms have been explored. Some relevant outputs for airline alliances as the permanence rate and the growth rate were computed for each of the five configurations in analysis.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 8