Combining tech mining and semantic TRIZ for technology assessment: Dye-sensitized solar cell as a case

JM Vicente-Gomila, MA Artacho-Ramírez… - … Forecasting and Social …, 2021 - Elsevier
In a competitive business environment, an early understanding of the dynamics of
technological change is crucial to help policymakers and managers make better-informed …

How to combine term clumping and technology roadmapping for newly emerging science & technology competitive intelligence:“problem & solution” pattern based …

Y Zhang, X Zhou, AL Porter, JM Vicente Gomila - Scientometrics, 2014 - Springer
Competitive technical intelligence addresses the landscape of both opportunities and
competition for emerging technologies, as the boom of newly emerging science & …

Text mining of information resources to inform forecasting innovation pathways

Y Guo, T Ma, AL Porter, L Huang - Technology Analysis & Strategic …, 2012 - Taylor & Francis
Highly uncertain dynamics of New and Emerging Science and Technologies pose special
challenges to traditional forecasting tools. This paper explores the systematisation of the …

Triple Helix innovation in China's dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping

Y Zhang, X Zhou, AL Porter, JMV Gomila, A Yan - Scientometrics, 2014 - Springer
In recent years, the Triple Helix model has identified feasible approaches to measuring
relations among universities, industries, and governments. Results have been extended to …

Tech mining: text mining and visualization tools, as applied to nanoenhanced solar cells

AL Porter, Y Guo, D Chiavatta - Wiley Interdisciplinary Reviews …, 2011 - Wiley Online Library
Abstract 'Tech mining'is a multistep process for the analysis of science, technology, &
innovation ('ST&I') information resources. It uses text mining, visualization, and …

Identifying and assessing innovation pathways for emerging technologies: A hybrid approach based on text mining and altmetrics

X Zhou, Y Guo, F Li, J Wang, H Wei… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Accurately identifying core technological innovation pathways (TIPs) and evaluating
opportunities in emerging technologies is important. In this article, we present an integrated …

Tech mining for emerging STI trends through dynamic term clustering and semantic analysis: the case of photonics

P Bakhtin, O Saritas - … future innovation pathways through large data …, 2016 - Springer
Tech mining (TM) helps to acquire intelligence about the evolution of research and
development (R&D), technologies, products, and markets for various STI areas and what is …

Identification and monitoring of possible disruptive technologies by patent-development paths and topic modeling

A Momeni, K Rost - Technological Forecasting and Social Change, 2016 - Elsevier
Understanding current technological changes is the basis for better forecasting of
technological changes. Because technology is path dependent, monitoring past and current …

“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells

Y Zhang, AL Porter, Z Hu, Y Guo… - … Forecasting and Social …, 2014 - Elsevier
Tech Mining seeks to extract intelligence from Science, Technology & Innovation information
record sets on a subject of interest. A key set of Tech Mining interests concerns which R&D …

Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies

T Ma, X Zhou, J Liu, Z Lou, Z Hua, R Wang - Technological forecasting and …, 2021 - Elsevier
With the advancement of science and the emergence of new technologies, technology
opportunities analysis has attracted increasing attention from both society and academia …