Global TechMining Conference 2020 Program

https://easychair.org/smart-program/GTM2020/

Wednesday, November 11th
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

Keynotes: Diana Hicks and Fred Phillips

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  

Session 3A: Predicting Technological Emergence
CHAIR: Kevin Boyack
 
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)
Session 3B: Text Mining
 
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)
Session 4: Virtual Poster Room
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)
Thursday, November 12th

Session 5A: Medical Informatics

 
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)
Session 5B: Science & Technology Evaluation
 
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)
Session 6A: Deep Learning for Tech Mining
 
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)
Session 6B: Tech Mining for STIP
CHAIR: Li Tang
 
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)
12:00-12:10Coffee Break and Networking
12:10-13:30 Session 7: Keynotes: Yuya Kajikawa and Wolfgang Glänzel

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

CHAIR: Bart Thijs
 
Session 8: Journal Editor’s Special Panel “Publishing Techmining Research in Tumultuous Times”

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

 
Session 9A: Advanced Tech Mining 1
 
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)
Session 9B: Advanced Tech Mining 2
 
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)
Friday, November 13th
Session 10A: Scientific Cooperation
CHAIR: Munan Li
 
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)
10:00-11:00 Session 10B: Topic Modeling & Evolution
 
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)
 
Session 11A: Technology Innovation
 
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)
Session 11B: Technology Management
CHAIR: Zhengyin Hu
 
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)
 
Session 12: Keynotes: Xiwen Liu and Ozcan Saritas

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

 
Session 13A: Tech Mining for COVID-19
CHAIR: Alan Porter
 
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)
Session 13B: Mapping Innovation Ecosystem : An Introduction to R Routines and Python Packages

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

CHAIR: