Naslov
A model of innovation evolution in the development of technical systems

Autori
Smojver, Vladimir

Vrsta, podvrsta i kategorija rada
Ocjenski radovi, doktorska disertacija

Fakultet
Fakultet strjarstva i brodogradnje

Mjesto
Zagreb

Datum
01.06

Godina
2022

Stranica
166

Mentor
Štorga, Mario

Ključne riječi
Technology management ; Technology life cycle analysis ; Link prediction ; Patent analysis ; Patent citation analysis ; Patent co-citation analysis

Sažetak
This thesis aims to present a novel way of exploring the life cycle stages of a technology domain by conducting a dynamic growth analysis of a patent citation network, with patents being used as proxies for technological invention and patent citations representing the flow of knowledge. Additionally, new insights into the dynamics of the flow of knowledge within a technology domain are made by applying several link prediction algorithms to patent co-citation networks with the goal of identifying the link prediction algorithms most successful in describing the underlying intuition of co-citation network growth. Moreover, the dynamics of co-citation creation are explored by determining which part of a technology domains life cycle influences the link prediction algorithms precision the most and when the predicted links occur.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

POVEZANOST RADA