Anticipating Future Innovation Pathways Through Large Data Analysis

Part I. Data Science/Technology Review

1. FTA as Due Diligence for an Era of Accelerated Interdiction by an Algorithm-Big Data Duo
Denis Loveridge, Cristiano Cagnin

2. A Conceptual Framework of Tech Mining Engineering to Enhance the Planning of Future Innovation Pathway (FIP)
Munan Li

3. Profile and Trends of FTA and Foresight
Per Dannemand Andersen, Lars Alkærsig

4. Recent Trends in Technology Mining Approaches: Quantitative Analysis of GTM Conference Proceedings
Nadezhda Mikova

5. Anticipating Future Pathways of Science, Technologies, and Innovations: (Map of Science)2 Approach
Irina V. Efimenko, Vladimir F. Khoroshevsky, Ed. C. M. Noyons

Part II. Text Analytic Methods

6. Towards Foresight 3.0: The HCSS Metafore Approach—A Multilingual Approach for Exploring Global Foresights
Stephan Spiegeleire, Freija Duijne, Eline Chivot

7. Using Enhanced Patent Data for Future-Oriented Technology Analysis
Christopher L. Benson, Christopher L. Magee

8. Innovation and Design Process Ontology
Cherie Courseault Trumbach, Christopher McKesson, Parisa Ghandehari, Lawrence DeCan, Owen Eslinger

9. Generating Competitive Technical Intelligence Using Topical Analysis, Patent Citation Analysis, and Term Clumping Analysis
Ying Huang, Yi Zhang, Jing Ma, Alan L. Porter, Xuefeng Wang, Ying Guo

10. Identifying Targets for Technology Mergers and Acquisitions Using Patent Information and Semantic Analysis
Lu Huang, Lining Shang, Kangrui Wang, Alan L. Porter, Yi Zhang

11. Identifying Technological Topic Changes in Patent Claims Using Topic Modeling
Hongshu Chen, Yi Zhang, Donghua Zhu

12. Semi-automatic Technology Roadmapping Composing Method for Multiple Science, Technology, and Innovation Data Incorporation
Yi Zhang, Hongshu Chen, Donghua Zhu

13. Generating Futures from Text—Scenario Development Using Text Mining
Victoria Kayser, Erduana Shala

Part III. Anticipating the Future-Cases and Frameworks

14. Additive Manufacturing: Importance and Challenges for Latin America
Marisela Rodríguez Salvador, Ana Marcela Hernández de Menéndez, David Alfredo Arcos Novillo

15. The Application of Social Network Analysis: Case of Smart Roofing
Tugrul U. Daim, Monticha Khammuang, Edwin Garces

16. Building a View of the Future of Antibiotics Through the Analysis of Primary Patents
Cristina d’Urso Souza Mendes, Adelaide Maria Souza Antunes

17. Combining Scientometrics with Patent-Metrics for CTI Service in R&D Decision-Making: Practices of National Science Library of CAS
X. Liu, Y. Sun, H. Xu, P. Jia, S. Wang, L. Dong, X. Chen

18. Tech Mining for Emerging STI Trends Through Dynamic Term Clustering and Semantic Analysis: The Case of Photonics
Pavel Bakhtin, Ozcan Saritas

Keywords: Business and Management, Innovation/Technology Management, Big Data/Analytics, R & D/Technology Policy, Industrial Organization