مجلة البحوث الاقتصادية والمالية
Volume 12, Numéro 2, Pages 693-715
2025-12-25
Network-based Intellectual Capital And Knowledge Discovery Of Innovative Start-ups: Big Data Analytics Perspective
Authors : Dehbi Fatima Zohra .
Abstract
This paper seeks to elucidate how network-based intellectual capital influences the products of innovative start-ups by utilizing knowledge discovery through big data analytics technology. The study employs a qualitative approach, utilizing an illustrative method that incorporates bibliographic and documentary research. The author presents a conceptual-theoretical model and states three research propositions that highlight the relationships between constructs, ultimately supporting the sustainability of innovative start-up products. The proposed model indicates that cooperation and knowledge sharing among network-based intellectual capital components generate more value of network-based IC for innovative start-ups within social networks, thus enabling the discovery of new knowledge through big data analytics to foster sustainable innovation. The findings underscore the data scientists’ role in the knowledge discovery process.
Keywords
Network-based Intellectual Capital; Innovative Start-ups; knowledge sharing; Big Data Analytics; Knowledge discovery.
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