A patent-based approach for the identification of technology-based service opportunities

Kim, Chulhyun; Lee, Hakyeon

doi:10.1016/j.cie.2020.106464

Cited by 23 publications

(8 citation statements)

References 61 publications

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“…This breaks the shortcomings of previous research in interindustry technology linkage topic analysis and data sources. Specifically, existing studies [12][13][14][15][16][17][18] only measure the impact of interindustry technology linkage based on empirical analysis; although some studies [6,[20][21][22][23][24] applied the co-occurrence matrix to examine the features of interindustry technology…”

Section: Discussionmentioning

confidence: 99%

The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology

Yang

Islam

Shi

et al. 2023

IEEE Trans. Eng. Manage.

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The mutual influence and complementarity of technologies between different industries are becoming increasingly prominent. Revealing the topic evolution of technology linkages between industries is the foundation for understanding the technological development trend of the industry. Although numerous works have focused on technology topic mining and its evolution characteristics, these works have not accurately represented the interindustry technology linkage, analyze the related topics and even ignored the technological development characteristics hidden in the topic evolution pathway. Since the Lingo algorithm fully considers the time-series characteristics of the topics, and the knowledge evolution theory can reveal three inherent characteristics in the evolution of knowledge topics, namely, "stability, heredity and variability," this paper aims to combine the Lingo algorithm and the knowledge evolution theory to analyze the topic evolution of interindustry technology linkages. Additionally, because 3D printing technology has significant interdisciplinary and cross-industry characteristics, a wide range of application fields, and various interindustry technology linkages, 3D printing technology is used for empirical analysis. The empirical results show that the key topics of interindustry technology linkages in 3D printing include model design, manufacturing methods, manufacturing equipment, manufacturing material and application. In addition, all these topics have the development feature of heredity.However, the topic of manufacturing materials presents significant variability, the topic of manufacturing methods has the strongest stability, and multiple subtopics of the five topics show variability and genetic intersection.

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Section: Discussionmentioning

confidence: 99%

The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology

Yang

Islam

Shi

et al. 2023

IEEE Trans. Eng. Manage.

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“…Patent co-classification analysis aims at capturing the aspects of knowledge exchange and sharing between technology classes by extracting their relational information in which technological knowledge is implicitly embedded [29]. Using the patent co-classification analysis leads to building a technological knowledge flow network [30].…”

Section: B Emperical Studies Of Technology Convergence Using Patentsmentioning

confidence: 99%

A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence

2022

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“…En lo que respecta a investigaciones empíricas, existe una amplia literatura que estudia diferentes factores que incurren en los resultados que provoca la innovación; de acuerdo con Sánchez -Sellero, et al (2014), analizan el efecto de la innovación sobre la productividad en empresas manufactureras españolas, justificando la presencia de diversos factores que determinan la productividad. De la misma forma, otros estudios utilizan como determinante del resultado innovador, el número de patentes como variable dependiente (Kim y Lee, 2020).…”

Section: Determinantes De La Innovaciónunclassified

Determinantes del resultado de la innovación en empresas españolas

2021

RCS

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It has been proven that innovation is essential for the survival of companies as well as for the growth of a country, for this reason an efficient investment in innovation will allow to obtain optimal results and in turn achieve improvements in the organization of the company, efficiency in management and, above all, obtain competitive advantages that generate consolidation in the market. This study examines how determinants of innovation, specifically: Product innovation, process innovation and patents, influence the result of innovation in Spanish manufacturing companies; considering the effect of innovation outputs from innovation inputs (internal R&D expenses, external R&D expenses, public funding, specialized R&D personnel and cooperation with external agents) during the 2003 period -2016. This empirical analysis uses a sample of 12,849 companies that carry out innovative activity in Spanish territory, through the PITEC database. The main results obtained reflect that all the indicators analyzed favor the innovative process of companies, admitting as a conclusion, a causal relationship between the efforts applied in innovation and the response capacity of companies.

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A patent-based approach for the identification of technology-based service opportunities

Cited by 23 publications

References 61 publications

The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology

The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology

A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence

Determinantes del resultado de la innovación en empresas españolas

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