GTM2020: 10TH GLOBAL TECHMINING CONFERENCE

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

A
academic frontiers	Tracing the evolution of topicality in disciplines: Using the editorial summary of Special Issues
Alzheimer's Disease	Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease
anchor points	A novel way to measure technological and application oriented novelty in patents
ARMA modeling	Forecasting the Patent Citation Trend of Virtual Reality Technology by Autoregressive Moving Average (ARMA) Model
Artificial Intelligence	Processing Artificial Intelligence: Highlighting the Canadian Patent Landscape Consequences on innovation of the internationalization trend in AI technology diffusion: empirical evidences based on patent citation Evolution of Scientific Collaboration in Artificial Intelligence Emergence of Global AIOT innovation ecosystem (2000-2019)
artificial intelligence (AI)	Mapping AI knowledge innovation ecosystems: A comparison between Canada and UK
automobile technology	Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis
B
BERT	Patent Similarity in Neural Models:A Comparative Study
Bibliographic coupling	Identifying the Thematic Structure of Organizational Capabilities in the Project Business
Bibliometric analysis	Identifying the Thematic Structure of Organizational Capabilities in the Project Business
bibliometrics	Tracking and Mining the COVID-19 Research Literature Exploring funding patterns of interdisciplinary research: A topic-based bibliometric analysis of big data research The impact of weak, strong and super ties on international scientific cooperation
Bibliometrics delineation	Linking R&D output to SDG’s: A community-based approach
biological sciences projects	Exploring Interdisciplinary of Science Projects from the Perspective of Papers
biomedical field	Identifying Potential Disruptive Technologies from an Alternative Perspective in Biomedical Field
Blockchain	Forecasting technology opportunities using a hybrid approach: the case of blockchain The Emergence of Global Blockchain Innovation Networks and Technological Application
Brokerage Position	Dynamics of brokerage positions in regional R&D activities: the case of Daegu & Gyeongsangbuk-do Province, South Korea
business model transformation	Technology Convergence and Business Models Transformation: An Empirical Study of Internet of Things
C
capabilities performance	Domain hierarchical expertise extraction for rising stars finding
Case study	A multi-source method for the building of player-level scenarios for innovation
catastrophe theory	Detection of Transformative Research Topics under Catastrophe Theory
China	How does scientific research respond to S&T policy? A new insight for evaluating policy impact
Circular Economy	Bridging trends and science: Cluster analysis for topic extraction within the circular economy
citation	How does scientific research respond to S&T policy? A new insight for evaluating policy impact
citation count	A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose Does Topical Novelty lead to Technological Impact?
Citation Influence Model	Does Topical Novelty lead to Technological Impact?
citation polarity	A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose
citation purpose	A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose
city innovation	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
classification	Generating a classification for trademark filings - A string matching approach
Clustering	Bridging trends and science: Cluster analysis for topic extraction within the circular economy
collaboration network	Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis
Collaborative innovation	Selecting strategic partners for collaborative innovation based on topic analysis and link prediction
Community evolution	Research on the evolution of scientific cooperation communities and the growth laws of scientists——A case study in stem cell field
Comparative Study	Patent Similarity in Neural Models:A Comparative Study
competitive technological intelligence	ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence
Convolutional Neural Network	On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
convolutional neural network (CNN)	A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose
cooperation	The impact of weak, strong and super ties on international scientific cooperation
Cooperative R&D	The new innovation cooperation network: Research on the impact of large-scale science and technology infrastructure on Industrial Innovation
cord-19	CORD-19: The COVID-19 Open Research Dataset
coronavirus	Tracking and Mining the COVID-19 Research Literature
corpus	CORD-19: The COVID-19 Open Research Dataset
COVID-19	Tracking and Mining the COVID-19 Research Literature CORD-19: The COVID-19 Open Research Dataset Topic evolution, disruption and resilience in early COVID-19 research Categorization of CORD-19 articles using word embeddings and topic models
D
Data Bridging	Bridging trends and science: Cluster analysis for topic extraction within the circular economy
Decision making	Characterizing Technological Maturity at The Industry-Specific Component Level: A Custom NPL Approach
deep learning	User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations Research on Generating Technology/Function Matrix using Deep Learning techniques On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
demand-pull emerging technologies	Measuring technological speciation candidates for the case of electric drive technology
Developmental trajectory	Developmental Trajectory Discovery of Weak Signals with Intermediacy
digital trace data	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
disruptive technologies identification	Identifying Potential Disruptive Technologies from an Alternative Perspective in Biomedical Field
DOC2VEC	Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis Patent Similarity in Neural Models:A Comparative Study On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
Document classification	On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
domain C-value	Chinese Technical Terminology Extraction by Using DC-value and Information Entropy
drug development	The Search for Clinical Solutions
Dynamic network	Discovering Topic Evolution Through Dynamic Networks
dynamic novelty	An improved framework for identifying emerging author keywords
dynamic topic models	Tracking and Predicting Interdisciplinary topic evolution: an empirical study of blockchain field
E
electric drive technology	Measuring technological speciation candidates for the case of electric drive technology
embryo stage	Characterizing Milestone Technology: Towards Predicting Milestone Technology at the Embryo Stage
Emergent Technologies	Characterizing Technological Maturity at The Industry-Specific Component Level: A Custom NPL Approach
emerging keyword	An improved framework for identifying emerging author keywords
Emerging technologies	Forecasting technology opportunities using a hybrid approach: the case of blockchain
emerging technology	Forecasting promising patents. Predicting upcoming bigrams for the case of camera patents.
Emerging Technology and Business Model Identification	A Data Driven Approach for Emerging Technology and Business Model Identification based on Startup Profiles
emerging topic	An improved framework for identifying emerging author keywords
emerging topics	Detection of Transformative Research Topics under Catastrophe Theory
Energy Transition	A Data Driven Approach for Emerging Technology and Business Model Identification based on Startup Profiles
entropy value	Identification and Prediction of Scientific Breakthrough with Structure Entropy
European energy demand	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
Evolution	Evolution of Scientific Collaboration in Artificial Intelligence
evolutionary trend	Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration
expertise extraction	Domain hierarchical expertise extraction for rising stars finding
F
face-to-face contact theory	How does international transportation shape scientific collaboration? Evidence from Sino-US nonstop flights and co-publications
Financial data	A multi-source method for the building of player-level scenarios for innovation
Forecasting	Forecasting the Patent Citation Trend of Virtual Reality Technology by Autoregressive Moving Average (ARMA) Model
G
Global Innovation Networks	Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application
Global Innovation Value Chain	Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application
Global tech Mining	Emergence of Global AIOT innovation ecosystem (2000-2019)
Graph Analysis	Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
GraphSage	On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
H
hierarchical topic modeling	Domain hierarchical expertise extraction for rising stars finding
historical text corpora	Bridging Research on Technological Dynamics: Text Mining of Historical Sources
I
Index	Processing Artificial Intelligence: Highlighting the Canadian Patent Landscape
Influence change	Research on the evolution of scientific cooperation communities and the growth laws of scientists——A case study in stem cell field
information entropy	Chinese Technical Terminology Extraction by Using DC-value and Information Entropy
information extraction	Research on Generating Technology/Function Matrix using Deep Learning techniques
informetrics	A novel way to measure technological and application oriented novelty in patents
innovation	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
Innovation Ecosystem	Innovation ecosystem of smart manufacturing：dynamics of technological emergence and application
Innovation Ecosystems	Mapping AI knowledge innovation ecosystems: A comparison between Canada and UK Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application
Innovation network	The new innovation cooperation network: Research on the impact of large-scale science and technology infrastructure on Industrial Innovation
Innovation policy	The new innovation cooperation network: Research on the impact of large-scale science and technology infrastructure on Industrial Innovation
innovation system	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
innovative design	Research on Patent Enhanced Design Strategy and Method
Intellectual Property	Processing Artificial Intelligence: Highlighting the Canadian Patent Landscape
intemediary	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
Interdisciplinary pattern	Exploring Interdisciplinary of Science Projects from the Perspective of Papers
Interdisciplinary research	Exploring funding patterns of interdisciplinary research: A topic-based bibliometric analysis of big data research Exploring Interdisciplinary of Science Projects from the Perspective of Papers
interdisciplinary topic	Tracking and Predicting Interdisciplinary topic evolution: an empirical study of blockchain field
Intermediacy	Developmental Trajectory Discovery of Weak Signals with Intermediacy
international collaboration	Topic evolution, disruption and resilience in early COVID-19 research
International technology diffusion	Consequences on innovation of the internationalization trend in AI technology diffusion: empirical evidences based on patent citation
internet of things	Technology Convergence and Business Models Transformation: An Empirical Study of Internet of Things Emergence of Global AIOT innovation ecosystem (2000-2019)
IPC Mapping	The Emergence of Global Blockchain Innovation Networks and Technological Application
K
K-mean clustering	Forecasting technology opportunities using a hybrid approach: the case of blockchain
knowledge graph	Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease
knowledge network	Identification and Prediction of Scientific Breakthrough with Structure Entropy
knowledge networks	Mapping AI knowledge innovation ecosystems: A comparison between Canada and UK
knowledge spillover	How does international transportation shape scientific collaboration? Evidence from Sino-US nonstop flights and co-publications
knowledge spillovers	A novel method for identifying breakthrough technology spillovers
L
Latent Dirichlet Allocation	Categorization of CORD-19 articles using word embeddings and topic models Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
LDA	Forecasting technology opportunities using a hybrid approach: the case of blockchain
life cycle	An improved framework for identifying emerging author keywords
Link prediction	Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis Technology Opportunities Analysis Based on Predicting Organization-oriented Patent Network Forecasting promising patents. Predicting upcoming bigrams for the case of camera patents. Selecting strategic partners for collaborative innovation based on topic analysis and link prediction
linking research output to SDG	Linking R&D output to SDG’s: A community-based approach
Literature-based discovery	Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease
LIWC	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
M
M&A determinants	Global M&A Strategies in Life Science sector
matching	Generating a classification for trademark filings - A string matching approach
milestone technology	Characterizing Milestone Technology: Towards Predicting Milestone Technology at the Embryo Stage
Model Validation	Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
MOOCs	User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations
multi-dimensional statistics	ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence
Multi-source	A multi-source method for the building of player-level scenarios for innovation
N
national scientific collaboration network	The impact of weak, strong and super ties on international scientific cooperation
natural language processing	User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations CORD-19: The COVID-19 Open Research Dataset
naïve Bayes	Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques
Network Analysis	Global M&A Strategies in Life Science sector
Network Maps	The Emergence of Global Blockchain Innovation Networks and Technological Application
networks	The Search for Clinical Solutions
Neural Models	Patent Similarity in Neural Models:A Comparative Study
new social trends	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
Node embedding	On the added value of networked data and graph embeddings over convolutional neural networks for the classification scientific publications
NODE2VEC	Patent Similarity in Neural Models:A Comparative Study
nonstop flight	How does international transportation shape scientific collaboration? Evidence from Sino-US nonstop flights and co-publications
novelty	A novel method for identifying breakthrough technology spillovers A novel way to measure technological and application oriented novelty in patents
O
organization	The Search for Clinical Solutions
Organizational capabilities	Identifying the Thematic Structure of Organizational Capabilities in the Project Business
outlier detection	Characterizing Milestone Technology: Towards Predicting Milestone Technology at the Embryo Stage
P
pandemic	Tracking and Mining the COVID-19 Research Literature
paradigm shift	Detection of Transformative Research Topics under Catastrophe Theory
Partner selection	Selecting strategic partners for collaborative innovation based on topic analysis and link prediction
patent	Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration
patent analysis	A novel way to measure technological and application oriented novelty in patents Forecasting technology opportunities using a hybrid approach: the case of blockchain
patent citations	Consequences on innovation of the internationalization trend in AI technology diffusion: empirical evidences based on patent citation
patent claims	Research on Patent Enhanced Design Strategy and Method
patent enhanced design	Research on Patent Enhanced Design Strategy and Method
patent indexes	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
patent mining	Research on Generating Technology/Function Matrix using Deep Learning techniques
patent network	Exploring R&D collaborators based on a doc2vec-based link prediction approach and patent analysis Technology Opportunities Analysis Based on Predicting Organization-oriented Patent Network
Patent Similarity	Patent Similarity in Neural Models:A Comparative Study
Patents	A multi-source method for the building of player-level scenarios for innovation Extracting Solutions and Problems out of patent data with techmining: a case for Alzheimer’s drug patenting strategies
Piecewise linear representation (PLR)	Discovering Topic Evolution Through Dynamic Networks
policy evaluation	How does scientific research respond to S&T policy? A new insight for evaluating policy impact
post catch-up	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
Precision Medicine	Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application
problem solution	Extracting Solutions and Problems out of patent data with techmining: a case for Alzheimer’s drug patenting strategies
Project business	Identifying the Thematic Structure of Organizational Capabilities in the Project Business
promising patents	Forecasting promising patents. Predicting upcoming bigrams for the case of camera patents.
Python Packages
Q
quantitative analysis	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
Quoted frequency	Forecasting the Patent Citation Trend of Virtual Reality Technology by Autoregressive Moving Average (ARMA) Model
R
R Routine
R&D Network Analysis	Dynamics of brokerage positions in regional R&D activities: the case of Daegu & Gyeongsangbuk-do Province, South Korea
random forest	Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques
Regional-based R&D activities	Dynamics of brokerage positions in regional R&D activities: the case of Daegu & Gyeongsangbuk-do Province, South Korea
research and development	Topic evolution, disruption and resilience in early COVID-19 research
research front	ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence
research funding	Exploring funding patterns of interdisciplinary research: A topic-based bibliometric analysis of big data research
research hotspots	Tracing the evolution of topicality in disciplines: Using the editorial summary of Special Issues
research trend	ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence
resource	CORD-19: The COVID-19 Open Research Dataset
rising stars	Domain hierarchical expertise extraction for rising stars finding
Roadmap	A multi-source method for the building of player-level scenarios for innovation
S
s-curve fitting	An improved framework for identifying emerging author keywords
SAO	Extracting Solutions and Problems out of patent data with techmining: a case for Alzheimer’s drug patenting strategies Characterizing Technological Maturity at The Industry-Specific Component Level: A Custom NPL Approach
SAO (subject-action-object) structure	Identifying Potential Disruptive Technologies from an Alternative Perspective in Biomedical Field
Scenarios	A multi-source method for the building of player-level scenarios for innovation
science	Topic evolution, disruption and resilience in early COVID-19 research 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
science and technology policy	How does scientific research respond to S&T policy? A new insight for evaluating policy impact
science and technology text mining	ITGInsight — Discovering and Visualizing Science, Technology and Innovation Information for Generating Competitive Technological Intelligence
scientific breakthrough	Identification and Prediction of Scientific Breakthrough with Structure Entropy
Scientific Collaboration	Evolution of Scientific Collaboration in Artificial Intelligence
Scientific community	Research on the evolution of scientific cooperation communities and the growth laws of scientists——A case study in stem cell field
Scientific cooperation networks	Research on the evolution of scientific cooperation communities and the growth laws of scientists——A case study in stem cell field
Scientific Publications	A multi-source method for the building of player-level scenarios for innovation
Scitometric Mapping
SDG	Linking R&D output to SDG’s: A community-based approach
search processes	The Search for Clinical Solutions
semantic analysis	A novel way to measure technological and application oriented novelty in patents
semantic patent analysis	Forecasting promising patents. Predicting upcoming bigrams for the case of camera patents. Measuring technological speciation candidates for the case of electric drive technology
semantic path analytics	Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease
Semantic Similarity	Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
shared tasks	CORD-19: The COVID-19 Open Research Dataset
similarity measurement	A novel way to measure technological and application oriented novelty in patents
Sino-US scientific collaborations	How does international transportation shape scientific collaboration? Evidence from Sino-US nonstop flights and co-publications
Smart Manufacturing	Innovation ecosystem of smart manufacturing：dynamics of technological emergence and application
SMEs	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
social media	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
Social Network Analysis	Innovation ecosystem of smart manufacturing：dynamics of technological emergence and application
socio-technical systems	Bridging Research on Technological Dynamics: Text Mining of Historical Sources
special issues	Tracing the evolution of topicality in disciplines: Using the editorial summary of Special Issues
SPO triples	Mining latent relations between disease and transcription factor based on knowledge graph: a case study on Alzheimer's Disease
Startup Profiles	A Data Driven Approach for Emerging Technology and Business Model Identification based on Startup Profiles
STI topic analysis	Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
Strategic management	Global M&A Strategies in Life Science sector
structure entropy	Identification and Prediction of Scientific Breakthrough with Structure Entropy
super tie	The impact of weak, strong and super ties on international scientific cooperation
support vector machines	Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques
sustainability	Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis
Systems of Innovation	Innovation ecosystem of Precision Medicine：dynamics of technological emergence and application
T
tech mining	Tracking and Mining the COVID-19 Research Literature
Techmining	Extracting Solutions and Problems out of patent data with techmining: a case for Alzheimer’s drug patenting strategies
technical terminology extraction	Chinese Technical Terminology Extraction by Using DC-value and Information Entropy
technological distance	A novel method for identifying breakthrough technology spillovers
technological dynamics	Bridging Research on Technological Dynamics: Text Mining of Historical Sources
technological efficiency matrix	Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration
Technological influence	Does Topical Novelty lead to Technological Impact?
technological innovation	Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration
technological roadmap	Research on Technological Innovation Opportunities Based on Patent Analysis and Technological Evolution Integration
technological speciation	Measuring technological speciation candidates for the case of electric drive technology
technology convergence	Technology Convergence and Business Models Transformation: An Empirical Study of Internet of Things
Technology Emergence	Emergence of Global AIOT innovation ecosystem (2000-2019)
Technology infrastructure	The new innovation cooperation network: Research on the impact of large-scale science and technology infrastructure on Industrial Innovation
Technology Intelligence	A multi-source method for the building of player-level scenarios for innovation
Technology Life cycle	Characterizing Technological Maturity at The Industry-Specific Component Level: A Custom NPL Approach
Technology opportunities	Forecasting technology opportunities using a hybrid approach: the case of blockchain
Technology opportunities analysis	Technology Opportunities Analysis Based on Predicting Organization-oriented Patent Network
technology spillovers	A novel method for identifying breakthrough technology spillovers
technology trajectory	Detection of Transformative Research Topics under Catastrophe Theory
technology trends	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
technology/function matrix	Research on Generating Technology/Function Matrix using Deep Learning techniques
temporal graph embedding	Characterizing Milestone Technology: Towards Predicting Milestone Technology at the Embryo Stage
Term analysis	Identifying the Thematic Structure of Organizational Capabilities in the Project Business
text analysis	Tracking and Mining the COVID-19 Research Literature Bridging trends and science: Cluster analysis for topic extraction within the circular economy
Text classification	Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques
text mining	CORD-19: The COVID-19 Open Research Dataset Bridging Research on Technological Dynamics: Text Mining of Historical Sources Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques Socio-Psychological Characteristics and Mechanisms of Innovation Intermediaries: Evidence from Hyperlinks and Twitter Data Analysis Exploring Interdisciplinary of Science Projects from the Perspective of Papers
text-mining	Generating a classification for trademark filings - A string matching approach
Textual Features	User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations
thin film magnetic head	Research on Generating Technology/Function Matrix using Deep Learning techniques
topic analysis	Exploring funding patterns of interdisciplinary research: A topic-based bibliometric analysis of big data research Topic evolution, disruption and resilience in early COVID-19 research Selecting strategic partners for collaborative innovation based on topic analysis and link prediction
topic evolution	Discovering Topic Evolution Through Dynamic Networks Tracking and Predicting Interdisciplinary topic evolution: an empirical study of blockchain field
Topic Extraction	Bridging trends and science: Cluster analysis for topic extraction within the circular economy
Topic Modeling	A novel method for identifying breakthrough technology spillovers Categorization of CORD-19 articles using word embeddings and topic models Validation of Scientific Topic Models using Graph Analysis and Corpus Metadata
topic recognition	Identification and Prediction of Scientific Breakthrough with Structure Entropy
Topical novelty	Does Topical Novelty lead to Technological Impact?
trademarks	Generating a classification for trademark filings - A string matching approach
transformative research topics	Detection of Transformative Research Topics under Catastrophe Theory
trend monitoring	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
U
United States Patent and Trademark Office (USPTO)	The Emergence of Global Blockchain Innovation Networks and Technological Application
Unstructured Data Mining	A Data Driven Approach for Emerging Technology and Business Model Identification based on Startup Profiles
User Profiling	User Profiling in Online Learning Platforms via Deep Neural Networks and Based on Semantic and Syntactic Representations
V
Vantage Point	Tech mining tools for monitoring new societal and technology trends that may shape the European future energy demand
VR	Forecasting the Patent Citation Trend of Virtual Reality Technology by Autoregressive Moving Average (ARMA) Model
W
Weak signals	Developmental Trajectory Discovery of Weak Signals with Intermediacy
Word Embeddings	Categorization of CORD-19 articles using word embeddings and topic models
Word2Vec	A New Perspective for Evaluating Papers’ Influence: Combining Citation Count, Polarity and Purpose Discovering Topic Evolution Through Dynamic Networks
X
xgboost	Delineating Knowledge Domains in Scientific Domains in Scientific Literature using Machine Learning (ML) Techniques

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