TY - JOUR
T1 - A metamodel of an informational structure for model-based technology roadmapping
AU - Yuskevich, Ilya
AU - Hein, Andreas Makoto
AU - Amokrane-Ferka, Kahina
AU - Doufene, Abdelkrim
AU - Jankovic, Marija
N1 - Publisher Copyright:
© 2021 Elsevier Inc.
PY - 2021/12/1
Y1 - 2021/12/1
N2 - Recent contributions in the field of technology roadmapping often aim to apply various numerical models and tools to facilitate the roadmapping process and enrich its outcomes. This trend resulted in the emergence of so-called model-based technology roadmapping. We consider it as the future development of the traditional document-based paradigm. One of the general approaches to support the model-based roadmapping is to develop a roadmap's metamodel that would define it independently from the application context and link it to the existing roadmapping literature. In this paper, we attempt to create such a metamodel by generalizing and formalizing existing document-based roadmaps. We validate our metamodel via reproducing three very different roadmaps from the literature, not included in the set of roadmaps from which the metamodel was created, using the novel formal approach. The fact that these roadmaps were reproduced using the proposed metamodel indicates its applicability to many classes of real roadmaps. The results of this work seem beneficial for architects of the software tools for roadmapping and for the regular participants of roadmapping sessions.
AB - Recent contributions in the field of technology roadmapping often aim to apply various numerical models and tools to facilitate the roadmapping process and enrich its outcomes. This trend resulted in the emergence of so-called model-based technology roadmapping. We consider it as the future development of the traditional document-based paradigm. One of the general approaches to support the model-based roadmapping is to develop a roadmap's metamodel that would define it independently from the application context and link it to the existing roadmapping literature. In this paper, we attempt to create such a metamodel by generalizing and formalizing existing document-based roadmaps. We validate our metamodel via reproducing three very different roadmaps from the literature, not included in the set of roadmaps from which the metamodel was created, using the novel formal approach. The fact that these roadmaps were reproduced using the proposed metamodel indicates its applicability to many classes of real roadmaps. The results of this work seem beneficial for architects of the software tools for roadmapping and for the regular participants of roadmapping sessions.
KW - Metamodeling
KW - Model-driven Engineering
KW - Technology roadmapping
UR - http://www.scopus.com/inward/record.url?scp=85112760730&partnerID=8YFLogxK
U2 - 10.1016/j.techfore.2021.121103
DO - 10.1016/j.techfore.2021.121103
M3 - Article
AN - SCOPUS:85112760730
SN - 0040-1625
VL - 173
JO - Technological Forecasting and Social Change
JF - Technological Forecasting and Social Change
M1 - 121103
ER -