As technology progresses, organisations must understand where to direct their value-creating efforts to achieve or sustain competitive advantage. This is even more true in the case of emerging technologies, where innovative activities often focus on achieving a technology promise while overlooking a set of technological, operational, organisational and user-related problems that must be overcome before the technology can fulfil this promise. Through an innovative application of text-mining, this paper develops a practical methodology to identify a range of problems related to a technological field in an unsupervised manner, that may benefit firms, researchers and policymakers. We apply the methodology to the field of blockchain and compare it to traditional literature reviews.

Value creation in emerging technologies through text mining: the case of blockchain / Chiarello, F.; Belingheri, P.; Bonaccorsi, A.; Fantoni, G.; Martini, A.. - In: TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT. - ISSN 0953-7325. - 33:12(2021), pp. 1404-1420. [10.1080/09537325.2021.1876221]

Value creation in emerging technologies through text mining: the case of blockchain

Belingheri P.;
2021

Abstract

As technology progresses, organisations must understand where to direct their value-creating efforts to achieve or sustain competitive advantage. This is even more true in the case of emerging technologies, where innovative activities often focus on achieving a technology promise while overlooking a set of technological, operational, organisational and user-related problems that must be overcome before the technology can fulfil this promise. Through an innovative application of text-mining, this paper develops a practical methodology to identify a range of problems related to a technological field in an unsupervised manner, that may benefit firms, researchers and policymakers. We apply the methodology to the field of blockchain and compare it to traditional literature reviews.
Blockchain; Emerging technology; Sentiment analysis; value creation
Value creation in emerging technologies through text mining: the case of blockchain / Chiarello, F.; Belingheri, P.; Bonaccorsi, A.; Fantoni, G.; Martini, A.. - In: TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT. - ISSN 0953-7325. - 33:12(2021), pp. 1404-1420. [10.1080/09537325.2021.1876221]
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11385/220863
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