Days: Wednesday, November 11th Thursday, November 12th Friday, November 13th
View this program: with abstractssession overviewtalk overview
Welcoming Address
Alan L. Porter, Conference General Chair, Georgia Institute of Technology, United States
Zhaohua Wang, Dean of School of Management and Economics, Beijing Institute of Technology, China
Yi Zhang, Conference Program Co-chairs, University of Technology Sydney, Australia
GTM 2020 Notification
Hongshu Chen, Conference Volunteer Chair, Beijing Institute of Technology, China
Leiden Manifesto: From Inception to Now - Diana Hicks, Professor, School of Public Policy, Georgia Institute of Technology, United States
Mining U.S.-Chinese Geodata: Seeking leverage for the SDGs - Fred Phillips, Professor, University of New Mexico, United States; Editor-in-Chief, Technological Forecasting & Social Change
| 15:30 | Identification and Prediction of Scientific Breakthrough with Structure Entropy (abstract) |
| 15:50 | Forecasting promising patents. Predicting upcoming bigrams for the case of camera patents. (abstract) |
| 16:10 | A novel method for identifying breakthrough technology spillovers (abstract) |
| 15:30 | User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations (abstract) |
| 15:50 | Bridging Research on Technological Dynamics: Text Mining of Historical Sources (abstract) |
| 16:10 | Generating a classification for trademark filings - A string matching approach (abstract) |
| 16:30 | Bridging trends and science: Cluster analysis for topic extraction within the circular economy (abstract) |
| 17:00 | Does Topical Novelty lead to Technological Impact? (abstract) |
| 17:00 | Research on Patent Enhanced Design Strategy and Method (abstract) |
| 17:00 | Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration (abstract) |
| 17:00 | Developmental Trajectory Discovery of Weak Signals with Intermediacy (abstract) |
| 17:00 | Tracking and Predicting Interdisciplinary topic evolution: an empirical study of blockchain field (abstract) |
| 17:00 | Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis (abstract) |
| 17:00 | Innovation ecosystem of smart manufacturing：dynamics of technological emergence and application (abstract) |
| 17:00 | Exploring Interdisciplinary of Science Projects from the Perspective of Papers (abstract) |
| 17:00 | Technology Convergence and Business Models Transformation: An Empirical Study of Internet of Things (abstract) |
| 17:00 | Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application (abstract) |
| 17:00 | The Emergence of Global Blockchain Innovation Networks and Technological Application (abstract) |
| 17:00 | Emergence of Global AIOT innovation ecosystem (2000-2019) (abstract) |
| 17:00 | Global M&A Strategies in Life Science sector (abstract) |
View this program: with abstractssession overviewtalk overview
| 09:40 | Categorization of CORD-19 articles using word embeddings and topic models (abstract)  |
| 09:52 | Identifying Potential Disruptive Technologies from an Alternative Perspective in Biomedical Field (abstract) |
| 10:04 | Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease (abstract) |
| 09:40 | Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques (abstract) |
| 09:52 | Domain hierarchical expertise extraction for rising stars finding (abstract) |
| 10:04 | An improved framework for identifying emerging author keywords (abstract) |
| 10:16 | A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose (abstract) |
| 10:40 | On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications (abstract) |
| 11:00 | Research on Generating Technology/Function Matrix using Deep Learning techniques (abstract) |
| 11:20 | Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis (abstract) |
| 11:40 | Patent Similarity in Neural Models:A Comparative Study (abstract) |
| 10:40 | How does scientific research respond to S&T policy? A new insight for evaluating policy impact (abstract) |
| 11:00 | Linking R&D output to SDG’s: A community-based approach (abstract) |
| 11:20 | Consequences on innovation of the internationalization trend in AI technology diffusion: empirical evidences based on patent citation (abstract) |
| 11:40 | Dynamics of brokerage positions in regional R&D activities: the case of Daegu & Gyeongsangbuk-do Province, South Korea (abstract) |
Towards a Transdisciplinary Approach for Bibliometrics and Techmining - Yuya Kajikawa, Professor, School of Environment and Society, Tokyo Institute of Technology, Japan
How to Measure Interdisciplinarity In Research?Opportunities, Limitations and Pitfalls in Bibliometric Approaches - Wolfgang Glänzel, Director, Centre for R&D Monitoring (ECOOM), KU Leuven, Belgium; Editor-in-Chief, Scientometrics
Tugrul Daim, Editor in Chief, IEEE Transactions on Engineering Management
Fred Philips, Editor-in-Chief, Technological Forecasting and Social Change
Wolfgang Glänzel, Editor-in-Chief, Scientometrics
Liying Yang, Deputy Editor, Journal of Data and Information Science
| 15:10 | A multi-source method for the building of player-level scenarios for innovation (abstract) |
| 15:30 | Processing Artificial Intelligence: Highlighting the Canadian Patent Landscape (abstract) |
| 15:50 | ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence (abstract) |
| 16:10 | Extracting Solutions and Problems out of patent data with techmining: a case for Alzheimer’s drug patenting strategies (abstract) |
| 15:10 | Technology Opportunities Analysis Based on Predicting Organization-oriented Patent Network (abstract) |
| 15:30 | Exploring funding patterns of interdisciplinary research: A topic-based bibliometric analysis of big data research (abstract) |
| 15:50 | Characterizing Milestone Technology: Towards Predicting Milestone Technology at the Embryo Stage (abstract) |
| 16:10 | A novel way to measure technological and application oriented novelty in patents (abstract) |
View this program: with abstractssession overviewtalk overview
| 10:00 | How does international transportation shape scientific collaboration? Evidence from Sino-US nonstop flights and co-publications (abstract) |
| 10:12 | The impact of weak, strong and super ties on international scientific cooperation (abstract) |
| 10:24 | Evolution of Scientific Collaboration in Artificial Intelligence (abstract) |
| 10:36 | Research on the evolution of scientific cooperation communities and the growth laws of scientists——A case study in stem cell field (abstract) |
| 10:48 | The new innovation cooperation network: Research on the impact of large-scale science and technology infrastructure on Industrial Innovation (abstract) |
| 10:00 | Tracing the evolution of topicality in disciplines: Using the editorial summary of Special Issues (abstract) |
| 10:12 | Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata (abstract) |
| 10:24 | Detection of Transformative Research Topics under Catastrophe Theory (abstract) |
| 10:36 | Chinese Technical Terminology Extraction by Using DC-value and Information Entropy (abstract) |
| 10:48 | Discovering Topic Evolution Through Dynamic Networks (abstract) |
| 11:10 | Mapping AI knowledge innovation ecosystems: A comparison between Canada and UK (abstract) |
| 11:22 | The Quest of SMEs in Pivoting for New Technological Ventures in Post Catch-up Conditions: Assessing the Collective Endeavor for Science, Cycle Time and Market Development in Seven Cities (abstract) |
| 11:34 | Forecasting technology opportunities using a hybrid approach: the case of blockchain (abstract) |
| 11:46 | Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand (abstract) |
| 11:58 | Selecting strategic partners for collaborative innovation based on topic analysis and link prediction (abstract) |
| 11:10 | A Data Driven Approach for Emerging Technology and Business Model Identification based on Startup Profiles (abstract) |
| 11:22 | Identifying the Thematic Structure of Organizational Capabilities in the Project Business (abstract) |
| 11:34 | Characterizing Technological Maturity at The Industry-Specific Component Level: A Custom NPL Approach (abstract) |
| 11:46 | Forecasting the Patent Citation Trend of Virtual Reality Technology by Autoregressive Moving Average (ARMA) Model (abstract) |
| 11:58 | Measuring technological speciation candidates for the case of electric drive technology (abstract) |
The Selection of the Theme of Disruptive Technological Innovation by Integrating Multi-Source Data - Xiwen Liu, Vice Director, National Science Library, CAS, China
Foresight: Shaping the Future in the Age of Big Data - Ozcan Saritas, National Research University, Higher School of Economics, Russia
| 13:50 | Tracking and Mining the COVID-19 Research Literature (abstract) |
| 14:10 | Topic evolution, disruption and resilience in early COVID-19 research (abstract) |
| 14:30 | The Search for Clinical Solutions (abstract) |
| 14:50 | CORD-19: The COVID-19 Open Research Dataset (abstract) |
13:50 Introduction to Session
14:00 Yu Wang, Tsung-Yu Chen, Shashank Maurya Mapping Innovation Ecosystem: The Analytical Framework
14:15 Duenkai Chen, Shih-Hsin Chen, Jia-Chen Xie An R routine to visualize global IPC code maps
14:30 Duenkai Chen, Shih-Hsin Chen, Jia-Chen Xie An R routine to Analyze Global Research Networks at the Individual Level
14:45 Shang-Lun Huang, Shih-Hsin Chen Mix-methods Approaches for Studying Innovation Ecosystem:Integrating Mapping Techniques & Python Packages
15:00 Panel Discussion; Q&A
Denise Chiavetta, Conference Co-chairs, Search Technology, United States
Ying Huang, Conference Program Co-chairs, KU Leuven, Belgium & Wuhan University, China