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Tracing the evolution of green logistics: A latent dirichlet allocation based topic modeling technology and roadmapping [PDF]
PLoS ONE, 2023 Green logistics (GL) is the main development trend of modern logistics. The analysis of green logistics topics and their evolution is helpful in grasping its development trend and doing research facing the international frontier.
Ruijundi Ma, Yong Jin Kim
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Social Sciences and Humanities Open, 2022 The South African banking industry has evolved from simply plugging technologies into its systems to a data-intensive domain. With data disrupting every known market, there is a significant need to take advantage of the magnitude and detail of data ...
Mogabe Marcia Maja, Petrus Letaba
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How Big Data Has Changed Technology Roadmapping: A Review on Data-Driven Roadmapping
IEEE AccessWith the rise of data mining and predictive technologies, systematic data analytics has become popular in business practices. As data analysis can contribute to technology planning in various ways, previous studies have attempted to integrate data ...
Jinhong Kim +3 more
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A Novel Method for Technology Roadmapping: Nanorobots
Applied SciencesIn the dynamic field of robotics engineering, nanorobot technology has witnessed rapid advancements. Developing a technology roadmap is essential for quickly identifying the trends and key technological aspects of nanorobotics from an array of multi ...
Huailan Liu +4 more
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Roadmapping 5.0 Technologies in Agriculture: A Technological Proposal for Developing the Coffee Plant Centered on Indigenous Producers’ Requirements from Mexico, via Knowledge Management [PDF]
Plants, 2022 The coffee plant, with more than 40 billion shrubs, 9 million tons of grains produced, and 80% of its production accounted for by small-scale producers, has been severely damaged since the emergence of Hemileia vastatrix and Hypothenemus hampei.
David Israel Contreras-Medina +2 more
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Integrated technology roadmapping in startups: a case study of an AgTech in the Cachaça industry
Scientia Agricola, 2020 : Companies develop strategies to describe where they want to go and how they will reach their destination. Business strategies are useful but may not be sufficiently detailed for areas of high importance, such as technology and innovation. In this paper
Giovanni Casagrande Silvello +2 more
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Journal of Innovation & KnowledgeThis study aims to identify generative AI (GenAI) applications and develop a roadmap for the near, mid, and far future. Structural topic modeling (STM) is used to discover latent semantic patterns and identify the key application areas from a text corpus
Shiwangi Singh +4 more
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Production and Manufacturing Research: An Open Access JournalThis paper addresses the problem of integrating sustainability and business issues in manufacturing through the implementation of Industry 4.0 and process management.
Marco Spaltini +4 more
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A multi-layered patent analytics framework for technology roadmapping in the circular economy
Cleaner Engineering and TechnologyThe urgency to transition from linear to circular economic models has spurred growing interest in technologies that enable sustainability. However, prior studies leveraging patent data to track circular economy (CE) innovation have remained fragmented ...
Mehrdad Maghsoudi +2 more
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Mapping the technological evolution of generative AI: a patent network analysis [PDF]
Scientific ReportsThis study systematically maps the technological evolution and innovation landscape of Generative Artificial Intelligence (GAI) through a large-scale analysis of patent networks.
Navid Mohammadi +3 more
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