Anticipating Future Innovation Pathways Through Large Data Analysis

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Daim, Tugrul U. (Επιμελητής έκδοσης), Chiavetta, Denise (Επιμελητής έκδοσης), Porter, Alan L. (Επιμελητής έκδοσης), Saritas, Ozcan (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Innovation, Technology, and Knowledge Management,
• Θέματα: Business.; Management.; Industrial management.; Big data.; Industrial organization.; Economic policy.; Business and Management.; Innovation/Technology Management.; Big Data/Analytics.; R & D/Technology Policy.; Industrial Organization.

This book aims to identify promising future developmental opportunities and applications for Tech Mining. Specifically, the enclosed contributions will pursue three converging themes: The increasing availability of electronic text data resources relating to Science, Technology & Innovation (ST&a...

Πίνακας περιεχομένων:

• Preface
• Part I: Data Science/Technology Review
• Chapter 1: FTA as Due Diligence for an Era of Accelerated Interdiction by an Algorithm-Big Data Duo
• Chapter 2: A Conceptual Framework of Tech Mining Engineering to Enhance the Planning of Future Innovation Pathways
• Chapter 3: Profile and Trends of FTA and Foresight
• Chapter 4: Recent Trends in Technology Mining Approaches
• Chapter 5: Anticipating Future Pathways of Science, Technology, and Innovations
• Part II: Text Analytic Methods
• Chapter 6: Towards Foresight 3.0--The HCSS Metafore Approach
• Chapter 7: Using Enhanced Patent Data for Future-Oriented Technology Analysis
• Chapter 8: Innovation and Design Process Ontology
• Chapter 9: Generating Competitive Technical Intelligence Using Topical Analysis, Patent Citation Analysis and Term Clumping Analysis
• Chapter 10: Identifying Targets for Technology Mergers and Acquisitions Using Patent Information and Semantic Analysis
• Chapter 11: Identifying Technological Topic Changes in Patent Claims Using Topic Modeling
• Chapter 12: Semi-Automatic Technology Roadmapping Composing Method for Multiple Science, Technology, and Innovation Data Incorporation
• Chapter 13: Generating Futures from Text
• Part III: Anticipating the Future--Cases and Frameworks
• Chapter 14: Additive Manufacturing
• Chapter 15: The Application of Social Network Analysis
• Chapter 16: Building a View of the Future of Antibiotics Through the Analysis of Primary Patents
• Chapter 17: Combining Scientometics with Patent-Metrics for CTI Service in R&D Decision Making
• Chapter 18: Tech Mining for Emerging STI Trends through Dynamic Term Clustering and Semantic Analysis: The Case of Photonics. .