Journal Article10.1002/WIDM.7
Tech mining: Text mining and visualization tools, as applied to nanoenhanced solar cells
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TL;DR: Select analyses and visualizations of relevant ST&I data on the topics of nanoenhanced, thin‐film solar cells and dye‐sensitized solar cells help identify complementary and competitive research activity, evaluate research productivity, assess research interdisciplinarity, understand nanotechnology developmental trajectories, and identify and forecast promising nanoapplications.
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Abstract: ‘Tech mining’ is a multistep process for the analysis of science, technology, & innovation (‘ST&I’) information resources. It uses text mining, visualization, and communication tools to provide the empirical knowledge necessary to address management of technology questions. Tech mining can help assess mature or emerging fields of science and technology, such as nanotechnology. Here, we depict select analyses and visualizations of relevant ST&I data on the topics of nanoenhanced, thin-film solar cells and dye-sensitized solar cells. These analyses help identify complementary and competitive research activity, evaluate research productivity, assess research interdisciplinarity, understand nanotechnology developmental trajectories, and identify and forecast promising nanoapplications. © 2011 John Wiley & Sons, Inc. WIREs Data Mining Knowl Discov 2011 1 172-181 DOI: 10.1002/widm.7
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The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis
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TL;DR: Applying cluster analysis on the keyword network shows three main stages of patent analysis evolution, and how patent mining is evolutionized in terms of information retrieval, pattern recognition and pattern analysis is discussed.
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How Does National Scientific Funding Support Emerging Interdisciplinary Research: A Comparison Study of Big Data Research in the US and China.
TL;DR: It is found that the extent of interdisciplinarity is a key aspect in how these funding agencies address the rise of Big Data and the NSF relies to a greater extent on multi-program funding from different fields.
`Technology Mining' bibliometrics analysis: applying network analysis and cluster analysis
TL;DR: The majority of tech mining applications is concentrated on analyzing patents which is also called patent mining by some scholars; moreover, there are some researchers reported tech mining applied to other types of technological documents like RD there is a jump in the number of publications after 2005 and a huge rise in theNumber of citation after 2012.
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Patent analysis for generating the technology landscape and competition situation of renewable energy
TL;DR: In this article , a multi-level framework for exploring the global competition to develop renewable energy technologies is proposed, which reveals the lifecycle of these technologies, the original sources of the technologies, their potential markets, and the different supply and demand patterns of the major countries/regions involved.
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An assessment of technology forecasting: Revisiting earlier analyses on dye-sensitized solar cells (DSSCs)
TL;DR: This paper compares recent technology activities with previous forecasts to reveal the influencing factors that led to differences between past predictions and actual performance, and aims to gain some sense of how valid those studies were and whether they proved useful to others in some ways.
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References
Co-citation in the scientific literature: A new measure of the relationship between two documents
TL;DR: A new form of document coupling called co-citation is defined as the frequency with which two documents are cited together, and clusters of co- cited papers provide a new way to study the specialty structure of science.
4.9K
Open Innovation: The New Imperative For Creating and Profiting From Technology
TL;DR: Open Innovation: The New Imperative For Creating and Profiting From Technology as mentioned in this paper is a recent book about open innovation in technology, which is based on the concept of open innovation.
2.7K
Open Innovation
10 Aug 2006
TL;DR: Open Innovation describes an emergent model of innovation where firms draw on research and development outside their boundaries.
2.1K
A general framework for analysing diversity in science, technology and society.
TL;DR: In this article, the authors propose a framework recognizing three necessary but individually insufficient properties of diversity and propose a general quantitative non-parametric diversity heuristic to explore different possible trade-offs between diversity and other aspects of interest.
1K