GTM2019: 9TH GLOBAL TECHMINING CONFERENCE

This page contains an index consisting of author-provided keywords.

3
3D Printing	The Emergence of Global 3D Printing Innovation Ecosystem
A
advanced and digital technologies	The adoption patterns of advanced technologies in Canada
Analysis	Identification and Analysis of Innovation Value Stages in Research Fronts and follow-up studies
Artificial Intelligence	Identifying the latent technology opportunities based on a perspective of coupling publications with patents A Comparative Analysis on R&D Collaborations in Emerging Sectors: The Emergence of AIOT
association rules	The adoption patterns of advanced technologies in Canada
Automatic word-indexing	Identification and Analysis of Innovation Value Stages in Research Fronts and follow-up studies
B
baseline	Measuring technology emergence: Different approaches, different outputs
bibliographic coupling	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
Bibliometrics	Term-based topic extraction incorporating word embedding techniques: A comparative study Interdisciplinarity beyond bibliometrics - (in)validation of website information as an indication of interdisciplinarity A Multidimensional Bibliometric Indicator to Identify Top Players
Big data	A Big Data Knowledge Computing Platform for Information Research
boost value	Measuring technology emergence: Different approaches, different outputs
C
Citation	Public R&D funds for influential publications
Citation analysis	Monitoring and Forecasting the Development Trends of Emerging Technologies Using Text Mining and Citation Analysis: The Case of Nanogenerator Technology
Citation Influence Model	A Machine Learning Framework for Predicting Emerging Technologies
Cluster	Identifying Key Technologies Based on Scientific Papers Using Clustering and Complex Network Theory
Cluster analysis	Term-based topic extraction incorporating word embedding techniques: A comparative study
cluster effect	Proximity and Cluster Effects: The Case of Emerging Biotechnology Innovation Networks
Clustering Analysis	Research on Evolutionary Process Recognition of Therapeutic Technology for Complicated Diseases
Co-authorship Dynamics	Emerging Terms and Co-authorship Dynamics: The Case of Microneedle Technology
Co-word network	Co-word Network Embedding: A Way to Detect Emerging Technology
combinatorial novelty	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
Community-detection Algorithm	Revealing Distinct Association Patterns in Disease-Gene-Drug Based on Coupling Network and Subject-Action-Object-Triples
complex network	Research on Potential Drug Side Effects Recognition Based on SAO Semantic Network A dynamic network analysis method for identifying emerging technology Identifying Key Technology Convergence Based on Complex Network and Sentiment Analysis Identifying Key Technologies Based on Scientific Papers Using Clustering and Complex Network Theory
construct validity	Comparing website measures on R&D with patenting indicators
Content analysis	Could the organisation’s websites be a valid data source for research? - An analysis of the complementary nature between web-based indicators and traditional indicators in innovation studies
Correlative topic	Exploring a Method of Detecting Cross-topics of Science and Technology
cross-industry innovation	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
D
delay index	Measuring technology emergence: Different approaches, different outputs
determinant factors	Proximity and Cluster Effects: The Case of Emerging Biotechnology Innovation Networks
Drug Side Effect	Research on Potential Drug Side Effects Recognition Based on SAO Semantic Network
Drug-Disease-Gene Linkage	Revealing Distinct Association Patterns in Disease-Gene-Drug Based on Coupling Network and Subject-Action-Object-Triples
dynamic network	A dynamic network analysis method for identifying emerging technology
E
Economics of Science	Evolution of Topics and Novelty in Science
emergence	A scientometric and text mining approach to identify the research hotspots and emerging topics on Himalaya using the Web of Science records
emergence of topics	Evaluating the effect of time and journal quality to topics: Structural topic models of scientific publications
emergence scores	Forecasting technology emergence: Scenario exploration and prediction accuracy
Emergence technology	Co-word Network Embedding: A Way to Detect Emerging Technology
emergent technologies	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
Emerging technologies	Emerging Terms and Co-authorship Dynamics: The Case of Microneedle Technology Identifying the potential emerging technologies: A machine learning approach using academic papers and Twitter data A dynamic network analysis method for identifying emerging technology Monitoring and Forecasting the Development Trends of Emerging Technologies Using Text Mining and Citation Analysis: The Case of Nanogenerator Technology
Emerging Technologies Identification	Predicting Emerging Technologies: A Text Mining Approach Based on The Temporal Exponential Random Graph Model (TERGM) Methodology.
Emerging technology	The Emergence of Global 3D Printing Innovation Ecosystem
emerging topics	A study on emerging topics discover by text minging
Exponential Random Graph Model (ERGM)	Predicting Emerging Technologies: A Text Mining Approach Based on The Temporal Exponential Random Graph Model (TERGM) Methodology.
F
fake news detection	Detecting Fake News via Machine Learning- A Literature Review and Comparison of Existing Algorithms
frugal innovation	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
frugal patent	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
Funding Productivity	Public R&D funds for influential publications
G
geosciences	A scientometric and text mining approach to identify the research hotspots and emerging topics on Himalaya using the Web of Science records
Global Tech Mining	The Emergence of Global 3D Printing Innovation Ecosystem
government funded R&D	A study on evaluation methodology for preliminary (ex-ante) feasibility analysis of government R&D program in Korea
growth	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
H
Himalaya	A scientometric and text mining approach to identify the research hotspots and emerging topics on Himalaya using the Web of Science records
I
Identification of collaborative partners	A Multidimensional Bibliometric Indicator to Identify Top Players
industry 4.0	The adoption patterns of advanced technologies in Canada
Information research	A Big Data Knowledge Computing Platform for Information Research
Innovation	Could the organisation’s websites be a valid data source for research? - An analysis of the complementary nature between web-based indicators and traditional indicators in innovation studies
Innovation culture	Could the organisation’s websites be a valid data source for research? - An analysis of the complementary nature between web-based indicators and traditional indicators in innovation studies
Innovation Ecosystem	The Emergence of Global 3D Printing Innovation Ecosystem
innovation network	Proximity and Cluster Effects: The Case of Emerging Biotechnology Innovation Networks
Innovation Value Stages	Identification and Analysis of Innovation Value Stages in Research Fronts and follow-up studies
interdisciplinarity	Interdisciplinarity beyond bibliometrics - (in)validation of website information as an indication of interdisciplinarity Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
Internet of Thing	A Comparative Analysis on R&D Collaborations in Emerging Sectors: The Emergence of AIOT
J
journal quality	Evaluating the effect of time and journal quality to topics: Structural topic models of scientific publications
K
Key technology	Identifying Key Technologies Based on Scientific Papers Using Clustering and Complex Network Theory
Knowledge computing platform	A Big Data Knowledge Computing Platform for Information Research
knowledge discovery	Research on subject profile of stem cell based on knowledge graph
knowledge graph	Research on subject profile of stem cell based on knowledge graph
knowledge growth factor	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
L
LDA	Identifying the latent technology opportunities based on a perspective of coupling publications with patents LDA Meets Word2Vec: A Novel Model for Measuring Technology Similarity
Life Science	A Study on Global M&A and Innovation Networks in Life Science Sector
Link Prediction	Research on Potential Drug Side Effects Recognition Based on SAO Semantic Network A dynamic network analysis method for identifying emerging technology Identifying Key Technologies Based on Scientific Papers Using Clustering and Complex Network Theory
M
machine learning	Identifying the potential emerging technologies: A machine learning approach using academic papers and Twitter data A dynamic network analysis method for identifying emerging technology A Machine Learning Framework for Predicting Emerging Technologies Detecting Fake News via Machine Learning- A Literature Review and Comparison of Existing Algorithms
measuremen	Measuring technology emergence: Different approaches, different outputs
medical text	Research on Technology Opportunity Analysis of Treating AIDS Based on Link Prediction in Dynamic Networks
Medical Topics	Research on Evolutionary Process Recognition of Therapeutic Technology for Complicated Diseases
Merge and Acquisition	A Study on Global M&A and Innovation Networks in Life Science Sector
Microneedles	Emerging Terms and Co-authorship Dynamics: The Case of Microneedle Technology
multi-layer complex network	LDA Meets Word2Vec: A Novel Model for Measuring Technology Similarity
Multidimensional Bibliometric Indicator	A Multidimensional Bibliometric Indicator to Identify Top Players
N
Nanogenerator technology	Monitoring and Forecasting the Development Trends of Emerging Technologies Using Text Mining and Citation Analysis: The Case of Nanogenerator Technology
natural language processing	A Network-Based Automated Approach for Identifying Technological Spillovers with an Application in Solar Photovoltaics
network analysis	A Network-Based Automated Approach for Identifying Technological Spillovers with an Application in Solar Photovoltaics Emerging Terms and Co-authorship Dynamics: The Case of Microneedle Technology
Network embedding	Co-word Network Embedding: A Way to Detect Emerging Technology
Neural Network Model	Identifying Emerging Technology: A Neural Network Based Solution
Neural Networks	Evolution of Topics and Novelty in Science
Novelty	Evolution of Topics and Novelty in Science Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
P
paper	Public R&D funds for influential publications
patent indicators	Comparing website measures on R&D with patenting indicators
patent search	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
Patentometrics	A enhanced text-based approach to identify and trace technological topics: Illustrated for additive manufacturing
patents	A Network-Based Automated Approach for Identifying Technological Spillovers with an Application in Solar Photovoltaics
prediction accuracy	Forecasting technology emergence: Scenario exploration and prediction accuracy
preliminary feasibility analysis	A study on evaluation methodology for preliminary (ex-ante) feasibility analysis of government R&D program in Korea
Prominent Impact	A Machine Learning Framework for Predicting Emerging Technologies
Publication	Public R&D funds for influential publications
R
R&D collaboration	Proximity and Cluster Effects: The Case of Emerging Biotechnology Innovation Networks
Radical Novelty	A Machine Learning Framework for Predicting Emerging Technologies
RD collaboration	A Study on Global M&A and Innovation Networks in Life Science Sector
Relatively Fast Growth	A Machine Learning Framework for Predicting Emerging Technologies
Research Fronts	Identification and Analysis of Innovation Value Stages in Research Fronts and follow-up studies
S
S&T innovation	A study on evaluation methodology for preliminary (ex-ante) feasibility analysis of government R&D program in Korea
SAO network analysis	Research on Technology Opportunity Analysis of Treating AIDS Based on Link Prediction in Dynamic Networks
SAO structure recognition	Research on Technology Opportunity Analysis of Treating AIDS Based on Link Prediction in Dynamic Networks
Science and technology relationship	Exploring a Method of Detecting Cross-topics of Science and Technology
scientometric mapping	A Study on Global M&A and Innovation Networks in Life Science Sector
Scientometrics	Evolution of Topics and Novelty in Science
scientometry	A scientometric and text mining approach to identify the research hotspots and emerging topics on Himalaya using the Web of Science records
semantic patent analysis	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
sentiment analysis	Identifying Key Technology Convergence Based on Complex Network and Sentiment Analysis
sequential pattern mining	The adoption patterns of advanced technologies in Canada
smart-manufacturing	The adoption patterns of advanced technologies in Canada
Solar cells	Identifying the potential emerging technologies: A machine learning approach using academic papers and Twitter data
solar photovoltaics	A Network-Based Automated Approach for Identifying Technological Spillovers with an Application in Solar Photovoltaics
spillovers	A Network-Based Automated Approach for Identifying Technological Spillovers with an Application in Solar Photovoltaics
stem cell	Research on subject profile of stem cell based on knowledge graph
Structural Holes	Identifying Key Technologies Based on Scientific Papers Using Clustering and Complex Network Theory
Structural topic model	Evaluating the effect of time and journal quality to topics: Structural topic models of scientific publications
subject profile	Research on subject profile of stem cell based on knowledge graph
Subject-Action-Object (SAO)	Revealing Distinct Association Patterns in Disease-Gene-Drug Based on Coupling Network and Subject-Action-Object-Triples
synthetic biology	Measuring Tech Emergence: Selected bibliometric approaches for the identification of emerging and promising technologies
T
Tech Mining	A enhanced text-based approach to identify and trace technological topics: Illustrated for additive manufacturing
Technical Emergence	Identifying Emerging Technology: A Neural Network Based Solution
technological distance	Proximity and Cluster Effects: The Case of Emerging Biotechnology Innovation Networks
Technological Innovation	A enhanced text-based approach to identify and trace technological topics: Illustrated for additive manufacturing
technology convergence	Identifying Key Technology Convergence Based on Complex Network and Sentiment Analysis A Comparative Analysis on R&D Collaborations in Emerging Sectors: The Emergence of AIOT
technology development trend	Research on Technology Opportunity Analysis of Treating AIDS Based on Link Prediction in Dynamic Networks
Technology emergence	Measuring technology emergence: Different approaches, different outputs
Technology Evolution	A enhanced text-based approach to identify and trace technological topics: Illustrated for additive manufacturing
technology forecasting	Forecasting technology emergence: Scenario exploration and prediction accuracy
technology similarity	LDA Meets Word2Vec: A Novel Model for Measuring Technology Similarity
Technology trends	Monitoring and Forecasting the Development Trends of Emerging Technologies Using Text Mining and Citation Analysis: The Case of Nanogenerator Technology
text mining	Interdisciplinarity beyond bibliometrics - (in)validation of website information as an indication of interdisciplinarity A enhanced text-based approach to identify and trace technological topics: Illustrated for additive manufacturing Identifying Emerging Technology: A Neural Network Based Solution A study on emerging topics discover by text minging A scientometric and text mining approach to identify the research hotspots and emerging topics on Himalaya using the Web of Science records Monitoring and Forecasting the Development Trends of Emerging Technologies Using Text Mining and Citation Analysis: The Case of Nanogenerator Technology Detecting Fake News via Machine Learning- A Literature Review and Comparison of Existing Algorithms
text-mining	Frugal invention candidates as antecedents of frugal patents – the moderating role of frugal attributes analysed in the medical engineering technology
The Emergence of Emerging Technologies	A Comparative Analysis on R&D Collaborations in Emerging Sectors: The Emergence of AIOT
Theme identification	Identification and Analysis of Innovation Value Stages in Research Fronts and follow-up studies
Three-Layered Coupling Network	Revealing Distinct Association Patterns in Disease-Gene-Drug Based on Coupling Network and Subject-Action-Object-Triples
TOA (technology opportunities analysis)	Identifying the latent technology opportunities based on a perspective of coupling publications with patents
Top Player Identification	A Multidimensional Bibliometric Indicator to Identify Top Players
Topic Clustering	Exploring a Method of Detecting Cross-topics of Science and Technology
Topic Evolution Pattern	Research on Evolutionary Process Recognition of Therapeutic Technology for Complicated Diseases
Topic extraction	Term-based topic extraction incorporating word embedding techniques: A comparative study
Topic modeling	Identifying the latent technology opportunities based on a perspective of coupling publications with patents
Topic Modelling	Evolution of Topics and Novelty in Science
topic recognition	A study on emerging topics discover by text minging
Topic Similarity	Research on Evolutionary Process Recognition of Therapeutic Technology for Complicated Diseases
Topical N-Grams Model	A Machine Learning Framework for Predicting Emerging Technologies
Twitter data mining	Identifying the potential emerging technologies: A machine learning approach using academic papers and Twitter data
V
VOSviewer	Exploring a Method of Detecting Cross-topics of Science and Technology
W
Web mining	Could the organisation’s websites be a valid data source for research? - An analysis of the complementary nature between web-based indicators and traditional indicators in innovation studies
web scraping	Interdisciplinarity beyond bibliometrics - (in)validation of website information as an indication of interdisciplinarity Comparing website measures on R&D with patenting indicators
website analysis	Comparing website measures on R&D with patenting indicators
Word Embedding	Term-based topic extraction incorporating word embedding techniques: A comparative study Predicting Emerging Technologies: A Text Mining Approach Based on The Temporal Exponential Random Graph Model (TERGM) Methodology.
Word2vec	LDA Meets Word2Vec: A Novel Model for Measuring Technology Similarity

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