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Related Experiment Video

Updated: Jun 26, 2025

Author Spotlight: Insights into the Analysis of Human Interaction with 3D Virtual Objects

Author Spotlight: Insights into the Analysis of Human Interaction with 3D Virtual Objects

Published on: October 18, 2024

Tech mining: a revisit and navigation.

Alan L Porter^1,2, Yi Zhang³, Nils C Newman¹

¹Search Technology, Inc., Peachtree Corners, GA, United States.

Frontiers in Research Metrics and Analytics

|May 14, 2024

Summary

This summary is machine-generated.

Tech Mining uses empirical analysis of Science, Technology, and Innovation (ST&I) data to generate R&D intelligence. This approach aids in managing innovation processes, as shown in a Hybrid and Electric Vehicle case study.

Keywords:

competitive technical intelligence future-oriented innovation pathways science tech mining technology and innovation technology opportunities analysis

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Area of Science:

Science and Technology Studies
Innovation Management
Data Analytics

Background:

Effective management of Research & Development (R&D) and innovation is crucial.
Empirical analysis of Science, Technology, and Innovation (ST&I) data offers valuable insights.
Existing methods for analyzing ST&I data can be complex and fragmented.

Purpose of the Study:

To introduce and review the tools and purposes of Tech Mining.
To demonstrate how various Tech Mining tools can complement each other.
To illustrate the potential of Tech Mining for generating actionable intelligence in R&D and innovation.

Main Methods:

Systematic review of Tech Mining methodologies.
Development of a 5-part array to structure analytical elements.
Application of Tech Mining tools in a case study of Hybrid and Electric Vehicles (HEVs).

Main Results:

Tech Mining provides a framework for empirical analysis of ST&I data.
A range of tools can be integrated for comprehensive analysis.
The HEV case study demonstrates the complexity and value of Tech Mining insights.
Generated intelligence can support strategic R&D and innovation management.

Conclusions:

Tech Mining is a powerful approach for deriving intelligence from ST&I data.
Integrated Tech Mining tools enhance R&D and innovation management.
The methodology offers practical applications and valuable insights for industry and research.