New Method for Identifying Main Drivers in General-Purpose Technologies

SSRN Electronic Journal, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

One of the fundamental problems in economics innovation is to identify complex causes general-purpose technologies (GPTs), drastic generating creative destruction with clusters radical innovations that affect entire socioeconomic systems. This study proposes use, for this scientific problem, fishbone, Ishikawa or cause-and-effect diagram. cause analysis tool identifies many possible driving emergence and diffusion GPTs. The logical structure fishbone diagram shows higher democratization, high R&D investment, global crisis, achieving maintaining leadership, etc. are main determinants GPTs having a impact science, economies societies. Examples provided implications technological management policy discussed.

Language: Английский

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What Can We Learn From Responses To COVID-19 To Face The Next Pandemic Crisis? Limited Effectiveness of Stringent Restriction policies for Health and Economic Systems

SSRN Electronic Journal, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

Language: Английский

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Patent Keyword Analysis Using Bayesian Zero-Inflated Model and Text Mining

Stats, Journal Year: 2024, Volume and Issue: 7(3), P. 827 - 841

Published: Aug. 3, 2024

Patent keyword analysis is used to analyze the technology keywords extracted from collected patent documents for specific technological fields. Thus, various methods related this type of have been researched in industrial engineering fields, such as management and new product development. To document data, we search patents target preprocess them construct patent–keyword matrix statistical machine learning algorithms. In general, a has an extreme zero-inflated problem. This because each occupies one column even if it included only among all documents. General models limit at which performance model deteriorates when proportion zeros becomes extremely large. solve problem, applied Bayesian inference general model. paper, propose using overcome problem matrix. our experiments, practical digital therapeutics preprocessed them. We compared proposed method with other comparative methods. Finally, showed validity improved analysis. expect that research can contribute solving occurs not analysis, but also text big data analyses.

Language: Английский

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NEW DIRECTIONS IN QUANTUM COMPUTING TECHNOLOGY

SSRN Electronic Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

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Evolution of topics and trends in emerging research fields: multiple analyses with entity linking, Mann–Kendall test and burst methods in cloud computing

Scientometrics, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 26, 2024

Language: Английский

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Technology Keyword Analysis Using Graphical Causal Models

Electronics, Journal Year: 2024, Volume and Issue: 13(18), P. 3670 - 3670

Published: Sept. 15, 2024

Technology keyword analysis (TKA) requires a different approach compared to general analysis. While identifies relationships between keywords, technology must find cause–effect keywords. Because the development of new technologies depends on previously researched and developed technologies, we need build causal inference model, in which is cause newly effect. In this paper, propose method using casual modeling. To understand constructed graphical model combining graph structure with inference. show how proposed can be applied practical domains, collected patent documents related digital therapeutics from world databases analyzed them by model. We expect that our research contributes various aspects management, such as planning.

Language: Английский

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Topic models in cloud computing: analyses of emerging tendencies and new technological directions

SSRN Electronic Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

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Mapping the trajectories of digital technology innovation in the construction industry: an integrated SPNP and Louvain approach

Engineering Construction & Architectural Management, Journal Year: 2024, Volume and Issue: unknown

Published: Nov. 12, 2024

Purpose Despite the continuous development and application of new digital technologies in construction industry, there has been little research on technology trajectories industry. The study addresses issue faced by industry exploring trajectories: how to comprehensively identify analyse pathways across multiple fields Design/methodology/approach Firstly, patent identification classification method based text mining is used patents construct a innovation network. Second, main path network identified with help SPNP. Then, subpaths are Louvain algorithm Finally, starting from nodes where intersect, technological similarity paths analysed explore evolutionary characteristics trajectories. In light this, developed applied global dataset technologies. Findings starts materials gradually expands intelligence, automation data processing technology. Equipment devices electronic capabilities as well improvements green building user experience-enhancing technologies, may be future With increasing demand for buildings intelligent buildings, direction tilted towards these areas. addition, influenced geographic economic factors, spatial clustering effect Research limitations/implications Future should depth performance different countries regions root causes, motivations influencing factors behind it, such policy environment, level economy investment development. Exploring reasons affecting can formulate more targeted policies promote cooperation exchange Meanwhile, solve problems overly broad IPC categorization difficulty accurately describing cross-field innovations, combining co-occurrence networks citation an effective strategy. This strategy track technologically interrelated provide specific contents know advantages challenges field innovation. Practical implications practical provides valuable insights firms institutes. It helps them understand current directions construction, enabling stay at forefront advancements. findings highlight importance focusing areas solar energy utilisation, energy, applications. knowledge guide developing materials, incorporating information enhancing experiences. study’s results inform strategic decision-making, adoption management sector. Social social this significant various stakeholders. highlights potential benefits society. focus enhanced experiences aligns sustainability, efficiency comfortable living environments. These advancements contribute reducing environmental impact, improving quality life promoting sustainable policymakers, urban planners architects shaping regulations, designing cities creating that prioritize well-being. Ultimately, aim foster livable built environment. Originality/value An integrated SPNP map reveal innovation, perspectives, insight ideas related great applications practice

Language: Английский

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SWOT Analysis of Quantum Computing in Accounting

The Eurasia Proceedings of Science Technology Engineering and Mathematics, Journal Year: 2024, Volume and Issue: 32, P. 194 - 207

Published: Dec. 30, 2024

Language: Английский

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