GTM 2026: 16TH GLOBAL TECHMINING CONFERENCE

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

A
academic impact	From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines Tracing the Interactions between Academic, Technological, and Policy Impacts of Research Outputs From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers
Academic potential	Scientific Collaborator Recommendation Integrating Academic Potential, Collaborative Potential, and Research Interests
Accountable AI	Extending Knowledge Organization toward Reasoning Organization: The Layered Framework for Accountable Reasoning in AI Systems
additive manufacturing	A Cross-Modal Tech Mining Framework for Forecasting Innovation: Evidence from Additive Manufacturing
adversarial neural networks	High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms
Age-Friendly Mobile Applications	Mapping Technology Landscapes and Optimization Pathways for Age-Friendly Mobile Applications
AI for Science	Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics
AI Governance	Extending Knowledge Organization toward Reasoning Organization: The Layered Framework for Accountable Reasoning in AI Systems
AI Policy	The Evolution of the Dynamics of AI Innovation in Small Emerging Economies
AI-Assisted Framework	An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
AI-assisted Policy Monitoring	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
AI4Science	Generative AI Skills as Human Capital: An Empirical Study on Its Interplay with Scientific Collaboration Networks
AIGC	Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives
Algorithmic decision-making，	Algorithmic Decision-making in Digital Governance:A Framework of Socio-Technical–Governance Co-Adaptation
All-solid-state lithium batteries	An LLM-Augmented Knowledge Graph Framework for Quantitative Intelligence Analysis: A Case Study of All-Solid-State Lithium Batteries
Analyst attention	Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance
Analytic Hierarchy Process	Drivers of Green Technology Innovation in Emerging Economies
Application scenario identification	Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network
Artificial intelligence	Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks Empirical Orthogonal Function Based Analysis of Domain Knowledge Collaborative Evolution: Revealing Knowledge Teleconnection Phenomena From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Artificial Intelligence (AI)	The Evolution of the Dynamics of AI Innovation in Small Emerging Economies
B
basic research；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
BERT	MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition
BERTopic	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis An Optimized BERTopic Modeling Framework for Emerging Technology Identification Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method
Bi-layer network	Discovering breakthrough technology opportunities via SAO semantic bi-layer network analysis: Insights from technology problem-driven innovation
Bibliometric Networks	From Connectivity to Insight: A GNN-LLM Synergy for Scholar-Topic Recommendation
Bibliometrics	Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields Research Trends in SDGs Interlinkages and Network Construction How Big Scientific Facilities contribute to the SDG Science
Big science facility	Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge How Big Scientific Facilities contribute to the SDG Science
biterm topic model	Identification of Opportunities and Risks for Technological Innovation Based on Explainable Artificial Intelligence Model
Brand communities	How Do User Discourses Shape Brand Community?
Breakthrough technology opportunity	Discovering breakthrough technology opportunities via SAO semantic bi-layer network analysis: Insights from technology problem-driven innovation
C
Carbon neutrality	A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Case Study	Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems
Chinese Scientific Entity Recognition	MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition
Citation analysis	Beyond Citation Intent: Identifying Knowledge Contributions Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields
Citation classification	Beyond Citation Intent: Identifying Knowledge Contributions
Citation Hallucination	Intent-Aware Explainable Local Citation Recommendation
Citation Intent	Intent-Aware Explainable Local Citation Recommendation
Clinical guidelines	From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines
Cluster analysis	Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities
co-occurrence network	Technology Convergence Network Structure and Its Formation Mechanisms from a Demand-Side Perspective: An Exponential Random Graph Model Analysis
co-publications	Expected and optimal shares of international co-publications
Collaboration network	Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics
Collaborative potential	Scientific Collaborator Recommendation Integrating Academic Potential, Collaborative Potential, and Research Interests
Community Detection	LLM-Enhanced Graph Mining for Adaptive Technology Tree Building
Complex Network	Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework
complex systems	A Research on Construction of Technological Innovation Space Based on Fitness Landscape
Concept network dynamics	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Conceptual Diffusion	Forecasting Conceptual Diffusion in Science
Conceptual Model	A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration
Core Theory Identification	An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
Core-Edge Theory	Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework
Corporate governance	Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance
counterfactual data augmentation	High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms
COVID-19	From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines
creativity	Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value
Critical Metal Supply	The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare
Cross-domain technology	Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities
Cross-Industry	From Restrictions to Opportunities: A Text-Based Framework for Cross-Industry Technology Opportunity Analysis
cross-modal data	A Cross-Modal Tech Mining Framework for Forecasting Innovation: Evidence from Additive Manufacturing
D
D-S Evidence Theory	Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory
Data Mining	Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework
data-envelopment-analysis	Expected and optimal shares of international co-publications
De-globalization	Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology
decision boundary	Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions
deep learning	Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information
Deglobalization	Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain
Diffusion mechanism	Research on the Diffusion Mechanism of Core Innovative Ideas within a Domain from a Technology Convergence Perspective
Digital governance	Algorithmic Decision-making in Digital Governance:A Framework of Socio-Technical–Governance Co-Adaptation
Digital Health	Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework
Digital library	Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives
Digital Publishing	Variational Graph Auto-Encoders-based Technology Opportunity Analysis with Fusion Technological Map: Evidence in Chinese Digital Publishing
Digital society，	Algorithmic Decision-making in Digital Governance:A Framework of Socio-Technical–Governance Co-Adaptation
Disruption	Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge
Disruptive	How Disruptive Traits of Highly Cited Patents Affect Technology Diffusion: Evidence from USPTO Patents
Distance function	Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling
Distribution patterns	From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines
Dual-Perspective Network	Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework
Dynamic Evolutionary	Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective
Dynamic heterogeneous information networks	A Dynamic Heterogeneous Graph Learning Framework for Scientific Collaboration Recommendation
Dynamic topic model	Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling
Dynamic Topic Modeling	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis
E
early detection	Identifying the “Sleeping Beauty” in Science: Can Generative AI Predict the Future Impact of Non-Consensus Innovations?
Early High-Cited	Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method
early identification
Electric Vehicle	The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare
Elite Interview	Drivers of Green Technology Innovation in Emerging Economies
Embedding	A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models
Embodied AI	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis
Emerging Economies	Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems
Emerging Technologies	Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators
Emerging technology	Detecting Emerging Technology Evolution via Multi-Feature Fusion and Temporal Cluster Similarity
Emerging technology identification	An Optimized BERTopic Modeling Framework for Emerging Technology Identification
Emerging Topic	Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework
empirical orthogonal function	Empirical Orthogonal Function Based Analysis of Domain Knowledge Collaborative Evolution: Revealing Knowledge Teleconnection Phenomena
Entity Extraction	A Fine-Grained Main Path Analysis Method for Tracing Knowledge Flow in Citation Networks
Entropy	Forecasting Conceptual Diffusion in Science
ERGM	Technology Convergence Network Structure and Its Formation Mechanisms from a Demand-Side Perspective: An Exponential Random Graph Model Analysis
experimental procedural complexity	Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications
Expert analysis	Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example
Explainability	Intent-Aware Explainable Local Citation Recommendation
explainable artificial intelligence	Identification of Opportunities and Risks for Technological Innovation Based on Explainable Artificial Intelligence Model
F
False health information	Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives
Feature fusion	Multi-dimensional Graph Convolutional Patent Classification Model based on Cross-modal Fusion and Technological Evolution Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information
FinTech	Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance
Firm patent recommendation	Firm Patent Recommendation Based on Relationship Graph Attention Network-A Case Study of Heavy-duty Gas Turbine Field
firm technology portrait	Firm Patent Recommendation Based on Relationship Graph Attention Network-A Case Study of Heavy-duty Gas Turbine Field
fitness landscape	A Research on Construction of Technological Innovation Space Based on Fitness Landscape
fsQCA	Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis
Function-oriented search	Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search
functional interpretability	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining
Fusion data	Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example
Fusion Technological Map	Variational Graph Auto-Encoders-based Technology Opportunity Analysis with Fusion Technological Map: Evidence in Chinese Digital Publishing
Future Industry	Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology
G
generative AI	Generative AI Skills as Human Capital: An Empirical Study on Its Interplay with Scientific Collaboration Networks Identifying the “Sleeping Beauty” in Science: Can Generative AI Predict the Future Impact of Non-Consensus Innovations?
Generative Models	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
Global Semiconductor Value Chain	Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain
Governance models	Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths
GPSM	Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications
Graph convolutional network (GCN)	A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Graph Mining	LLM-Enhanced Graph Mining for Adaptive Technology Tree Building
Graph neural network	Multi-dimensional Graph Convolutional Patent Classification Model based on Cross-modal Fusion and Technological Evolution High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks Research on the Diffusion Mechanism of Core Innovative Ideas within a Domain from a Technology Convergence Perspective
Graph neural networks	Identification of Potential Knowledge Diffusion Pathways from Science to Technology
Graph-Based clustering	A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models
Grey System Theory	Beyond the Mainstream: Diffusion and Spillovers of Non-English Origin Theories
GVAE-based Link Prediction	Variational Graph Auto-Encoders-based Technology Opportunity Analysis with Fusion Technological Map: Evidence in Chinese Digital Publishing
H
Hard Disk Heads	A Fine-Grained Main Path Analysis Method for Tracing Knowledge Flow in Citation Networks
Health Disinformation	Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths
heavy-duty gas turbine	Firm Patent Recommendation Based on Relationship Graph Attention Network-A Case Study of Heavy-duty Gas Turbine Field
Heterogeneous Graph Attention Network	Research on Value Assessment and Recommendation of Lapsed Patents Based on Heterogeneous Graph Attention Network
Heterogeneous graph neural networks	Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network
Hierarchical attention	A Dynamic Heterogeneous Graph Learning Framework for Scientific Collaboration Recommendation
hierarchical context awareness	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining
high-potential research	Identifying the “Sleeping Beauty” in Science: Can Generative AI Predict the Future Impact of Non-Consensus Innovations?
High-Stakes Decision-Making	Extending Knowledge Organization toward Reasoning Organization: The Layered Framework for Accountable Reasoning in AI Systems
High-Tech Industrial Development Zones	Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis
high-value patent identification	High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms
high-value patents	Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information
Higher-Order Networks	Forecasting Ternary Technology Convergence：A Perspective of Edge Dynamics
highly cited papers	From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers
Huawei；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
Human Capital	Generative AI Skills as Human Capital: An Empirical Study on Its Interplay with Scientific Collaboration Networks
Human-AI Collaboration	Semantic and citation features can improve technology forecasting when extrapolating from trends
Hybrid Vector	Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method
Hypergraph	Understanding Technology Evolution from a Problem Perspective: Integrating TRIZ with Patent Analysis
I
Idea Generation	Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining
Identifying characteristic	Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives
implicit impact	The Price of “Standing on the Shoulders of Giants”: Unpacking the Novelty–Impact Paradox in Science
indicator system	Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information
industrial innovation	Technology Convergence Network Structure and Its Formation Mechanisms from a Demand-Side Perspective: An Exponential Random Graph Model Analysis
Industrial Innovation Ecosystems	Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems
industrial innovation performance	Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis
Industrial Policy	Drivers of Green Technology Innovation in Emerging Economies
industrial technological demand	Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution
Information Resources Management	An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
inheriting classics	The Price of “Standing on the Shoulders of Giants”: Unpacking the Novelty–Impact Paradox in Science
innovation	Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value
Innovation Ecosystem	Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis The Evolution of the Dynamics of AI Innovation in Small Emerging Economies From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology
Innovation Management	An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
innovation penalty	The Price of “Standing on the Shoulders of Giants”: Unpacking the Novelty–Impact Paradox in Science
Innovation Potential Evaluation	Breaking through Data Constraints and Industry Homogeneity: Theoretical Model and Empirical Test for Evaluating the Innovation Potential of Startup Technology Enterprises
innovation search	A Research on Construction of Technological Innovation Space Based on Fitness Landscape
Innovation System	Drivers of Green Technology Innovation in Emerging Economies Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
Innovation Systems Theory	Breaking through Data Constraints and Industry Homogeneity: Theoretical Model and Empirical Test for Evaluating the Innovation Potential of Startup Technology Enterprises
Innovative thinking	Research on the Diffusion Mechanism of Core Innovative Ideas within a Domain from a Technology Convergence Perspective
Intellectual property securitization	Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance
Interdisciplinary Knowledge	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis
interlinkages	Research Trends in SDGs Interlinkages and Network Construction
Interpretable machine learning	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
J
Journal quality evaluation	From Paper Content to Journal Quality: An LLM-Based Comparative Assessment Approach within the REF 2021 Framework
K
Key Generic Technologies	Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators
Keyphrase extraction	Hybrid Metric-Guided Multi-Agent Debate for Keyphrase Extraction from Scientific Literature
keyword extraction	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining
knowledge collaborative evolution	Empirical Orthogonal Function Based Analysis of Domain Knowledge Collaborative Evolution: Revealing Knowledge Teleconnection Phenomena
Knowledge composition	Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics
Knowledge contribution	Beyond Citation Intent: Identifying Knowledge Contributions
Knowledge diffusion	Identification of Potential Knowledge Diffusion Pathways from Science to Technology
knowledge distillation	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining
Knowledge flow	Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields
Knowledge Graph	Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph An LLM-Augmented Knowledge Graph Framework for Quantitative Intelligence Analysis: A Case Study of All-Solid-State Lithium Batteries An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
Knowledge graph analytics	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Knowledge production	How Big Scientific Facilities contribute to the SDG Science
knowledge teleconnection	Empirical Orthogonal Function Based Analysis of Domain Knowledge Collaborative Evolution: Revealing Knowledge Teleconnection Phenomena
knowledge–technology–industry coupling
L
Lapsed Patents	Research on Value Assessment and Recommendation of Lapsed Patents Based on Heterogeneous Graph Attention Network
Large Language Model	Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework An LLM-Augmented Knowledge Graph Framework for Quantitative Intelligence Analysis: A Case Study of All-Solid-State Lithium Batteries Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value
large language model (LLM)	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining State of the Art of Novelty Indicators
Large Language Models	A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions LLM-Based Semantic Mining of Patent Functions and Regional Technological Structure Evolution: The Case of China’s NEV Industry LLM-Enhanced Graph Mining for Adaptive Technology Tree Building An Optimized BERTopic Modeling Framework for Emerging Technology Identification From Connectivity to Insight: A GNN-LLM Synergy for Scholar-Topic Recommendation Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network Hybrid Metric-Guided Multi-Agent Debate for Keyphrase Extraction from Scientific Literature From Paper Content to Journal Quality: An LLM-Based Comparative Assessment Approach within the REF 2021 Framework Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models
Large Language Models (LLMs)	LLM-based SAO Semantic Extraction and Automatic Technology Topic Identification Method
Large Language Models(LLMs)	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
large-scale research infrastructures	Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications
LDA model	Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example
Legal governance	Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths
Leiden algorithm	A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models
Link Prediction	Forecasting Ternary Technology Convergence：A Perspective of Edge Dynamics Discovering breakthrough technology opportunities via SAO semantic bi-layer network analysis: Insights from technology problem-driven innovation Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation Identification of Potential Knowledge Diffusion Pathways from Science to Technology Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network
LLM	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis
LLMs	Chat-PhD: The Role of LLM in Shaping the Research Practices and Productivity of Young Scholars
Local Citation Recommendation	Intent-Aware Explainable Local Citation Recommendation
Long Context In-Context Learning(ICL)	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
LoRA	MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition
M
Machine Learning	Patent Transfer and Transformation Potential Evaluation and Empirical Study Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities
Main path analysis	Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search A Fine-Grained Main Path Analysis Method for Tracing Knowledge Flow in Citation Networks Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search
Mapping knowledge domains	Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields
Matrix Decomposition	Semantic and citation features can improve technology forecasting when extrapolating from trends
Meta-Paths	Forecasting Ternary Technology Convergence：A Perspective of Edge Dynamics
meta-research	What Comes Next: Analyzing Limitations and Future Work in Scientific Writing
Micro-cluster	Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling
mixture-of-experts (MoE)	Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining
Multi-Agent systems	A Multi-Agent Framework for TRL-Based Technology Maturity Assessment and Inter-Firm Technology Gap Analysis
Multi-dimensional Feature Fusion	Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation
Multi-feature	Detecting Emerging Technology Evolution via Multi-Feature Fusion and Temporal Cluster Similarity
Multi-Scale Feature Fusion	MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition
multi-source data	Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators
Multi-source Heterogeneous Information Network	Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation
Multi-Teacher Knowledge Distillation	MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition
multidimensional features	High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms
Multilayer Heterogeneous Network	Research on Patent Citation Prediction Method Based on Multilayer Heterogeneous Networks
Multilayer Network	Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework
Multiplex Graph	Semantic and citation features can improve technology forecasting when extrapolating from trends
Multivariate Relationship Fusion	Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory
N
Natural language processing	Hybrid Metric-Guided Multi-Agent Debate for Keyphrase Extraction from Scientific Literature
Network Analysis	Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis
network construction	Research Trends in SDGs Interlinkages and Network Construction
Network dynamics	Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics
New Energy Vehicle industry	LLM-Based Semantic Mining of Patent Functions and Regional Technological Structure Evolution: The Case of China’s NEV Industry
node dynamics	Node Dynamics and Structural Trees in Technological Evolution: Diffusion Patterns in Term Networks
Non-consensus innovation	Identifying the “Sleeping Beauty” in Science: Can Generative AI Predict the Future Impact of Non-Consensus Innovations?
Non-English Origin Theories	Beyond the Mainstream: Diffusion and Spillovers of Non-English Origin Theories
Novelty	Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge Chat-PhD: The Role of LLM in Shaping the Research Practices and Productivity of Young Scholars State of the Art of Novelty Indicators
Novelty–Impact Paradox	The Price of “Standing on the Shoulders of Giants”: Unpacking the Novelty–Impact Paradox in Science
O
OECD STIP Compass	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
Open access	From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers
OpenAlex	Forecasting Conceptual Diffusion in Science
Optimized SVM algorithm	Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example
Originality	State of the Art of Novelty Indicators
Outcome Balance	Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective
Ownership structure；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
P
Pairwise comparison	From Paper Content to Journal Quality: An LLM-Based Comparative Assessment Approach within the REF 2021 Framework
panel vector autoregression	Tracing the Interactions between Academic, Technological, and Policy Impacts of Research Outputs
Paradigm shift
Patent analysis	Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity An Optimized BERTopic Modeling Framework for Emerging Technology Identification Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network Detecting Emerging Technology Evolution via Multi-Feature Fusion and Temporal Cluster Similarity A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Patent Analytics	Patent Analytics for Mapping SDGs Interlinkages and Identifying Critical Technologies
Patent Citation Network	Research on Patent Citation Prediction Method Based on Multilayer Heterogeneous Networks
Patent classification	Multi-dimensional Graph Convolutional Patent Classification Model based on Cross-modal Fusion and Technological Evolution
Patent Complementarity	A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration
Patent Feature Vectorization	Research on Patent Citation Prediction Method Based on Multilayer Heterogeneous Networks
patent identification	Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information
Patent Metrology	Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks
Patent mining	LLM-Based Semantic Mining of Patent Functions and Regional Technological Structure Evolution: The Case of China’s NEV Industry A Fine-Grained Main Path Analysis Method for Tracing Knowledge Flow in Citation Networks
Patent Quality Assessment	Research on Value Assessment and Recommendation of Lapsed Patents Based on Heterogeneous Graph Attention Network
Patent Technology Diffusion	How Disruptive Traits of Highly Cited Patents Affect Technology Diffusion: Evidence from USPTO Patents
Patent Technology Topic Evolution	Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory
Patent Transformation	Patent Transfer and Transformation Potential Evaluation and Empirical Study
Patent Vacuums	Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining
patent value	Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value
PatentSBERTa Embedding Model	How Disruptive Traits of Highly Cited Patents Affect Technology Diffusion: Evidence from USPTO Patents
performance	Expected and optimal shares of international co-publications
PhD Students	Chat-PhD: The Role of LLM in Shaping the Research Practices and Productivity of Young Scholars
Poisson Regression	Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis
policy impact	Tracing the Interactions between Academic, Technological, and Policy Impacts of Research Outputs
Policy Monitoring	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
Policy Orientation	Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation
Potential disruptive technology	Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example
Potential Evaluation	Patent Transfer and Transformation Potential Evaluation and Empirical Study
Pre-trained language models	Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling
Private enterprise；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
Prompt Engineering	Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring
Q
Quantitative Trade Model	The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare
Quantum Computer	Forecasting Conceptual Diffusion in Science
Quantum computing innovation	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Quantum Information	Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph
Quantum Technology	A BERT-Driven Approach for Identifying Patent Risks in Export Control Contexts From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology
R
R&D Intensity	Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis
Reasoning Organization	Extending Knowledge Organization toward Reasoning Organization: The Layered Framework for Accountable Reasoning in AI Systems
Recombination	State of the Art of Novelty Indicators
Recurrent neural networks	A Dynamic Heterogeneous Graph Learning Framework for Scientific Collaboration Recommendation
REF 2021	From Paper Content to Journal Quality: An LLM-Based Comparative Assessment Approach within the REF 2021 Framework
regression	Expected and optimal shares of international co-publications
relationship graph attention network	Firm Patent Recommendation Based on Relationship Graph Attention Network-A Case Study of Heavy-duty Gas Turbine Field
reliability	Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions
research innovativeness	Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications
Research interests	Scientific Collaborator Recommendation Integrating Academic Potential, Collaborative Potential, and Research Interests
Research Topic Selection	From Connectivity to Insight: A GNN-LLM Synergy for Scholar-Topic Recommendation
resource allocation	Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications
Resource-Based View	Breaking through Data Constraints and Industry Homogeneity: Theoretical Model and Empirical Test for Evaluating the Innovation Potential of Startup Technology Enterprises
Retrieval-Augmented Generation (RAG)	A Multi-Agent Framework for TRL-Based Technology Maturity Assessment and Inter-Firm Technology Gap Analysis
reviewer assistants	Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions
robustness	Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions
Rough Sets Theory	Beyond the Mainstream: Diffusion and Spillovers of Non-English Origin Theories
S
SAO Analysis	Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework
SAO semantic analysis	Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search Discovering breakthrough technology opportunities via SAO semantic bi-layer network analysis: Insights from technology problem-driven innovation Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search
SAO Structure	Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework
SAOMs	Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics
SAOX Semantic Analysis	Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining
Scholar collaborator recommendation	A Dynamic Heterogeneous Graph Learning Framework for Scientific Collaboration Recommendation
Scholar-topic Recommendation	From Connectivity to Insight: A GNN-LLM Synergy for Scholar-Topic Recommendation
Science and Technology Policy	Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis
Science of science	Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields
Science-technology linkage	Identification of Potential Knowledge Diffusion Pathways from Science to Technology
Science–Technology Linkage	Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining
Scientific and technological intelligence	An LLM-Augmented Knowledge Graph Framework for Quantitative Intelligence Analysis: A Case Study of All-Solid-State Lithium Batteries
Scientific breakthrough forecasting	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Scientific collaborator recommendation	Scientific Collaborator Recommendation Integrating Academic Potential, Collaborative Potential, and Research Interests
scientific discourse	What Comes Next: Analyzing Limitations and Future Work in Scientific Writing
Scientific Forecasting	Forecasting Conceptual Diffusion in Science
Scientific Mobility	Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge
Scientific novelty	Scientific Relatedness Constrains Novelty in Global Sustainability Science
Scientific Performance	Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge
Scientific productivity	Scientific Relatedness Constrains Novelty in Global Sustainability Science
Scientific relatedness	Scientific Relatedness Constrains Novelty in Global Sustainability Science
scientific text-mining	What Comes Next: Analyzing Limitations and Future Work in Scientific Writing
Scientometric Mapping	The Evolution of the Dynamics of AI Innovation in Small Emerging Economies
SDGs	Patent Analytics for Mapping SDGs Interlinkages and Identifying Critical Technologies
Security-oriented Industrial Policy	Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain
Semantic embedding	A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Semantic Similarity	A BERT-Driven Approach for Identifying Patent Risks in Export Control Contexts
Semantic Structuring	Demand Modeling–Driven Technology Supply–Demand Matching: A Case Study in the Biopharmaceutical Domain
Sentence-BERT	A BERT-Driven Approach for Identifying Patent Risks in Export Control Contexts
shift-share-analysis	Expected and optimal shares of international co-publications
Sleeping Beauty Patents	Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method
Smart Elderly Care	Research on Value Assessment and Recommendation of Lapsed Patents Based on Heterogeneous Graph Attention Network
smart grid	Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators
Social Capital	Generative AI Skills as Human Capital: An Empirical Study on Its Interplay with Scientific Collaboration Networks
Social media	How Do User Discourses Shape Brand Community? Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives
Social Network Analysis (SNA)	The Evolution of the Dynamics of AI Innovation in Small Emerging Economies
Societal impact	From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines
spanning tree	Node Dynamics and Structural Trees in Technological Evolution: Diffusion Patterns in Term Networks
Spatial Distribution	Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis
State Grid；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
State-owned enterprise；	Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei
Stream clustering	Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling
Structural Tightness	Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective
Subject–Action–Object (SAO)	LLM-based SAO Semantic Extraction and Automatic Technology Topic Identification Method
Sustainable Development	Drivers of Green Technology Innovation in Emerging Economies
Sustainable development goals	Scientific Relatedness Constrains Novelty in Global Sustainability Science Patent Analytics for Mapping SDGs Interlinkages and Identifying Critical Technologies How Big Scientific Facilities contribute to the SDG Science
Sustainable Development Goals (SDGs)	Research Trends in SDGs Interlinkages and Network Construction
T
Tacit knowledge	Identification of Potential Knowledge Diffusion Pathways from Science to Technology
Tariffs	The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare
Task-adaptive Representation Learning	Demand Modeling–Driven Technology Supply–Demand Matching: A Case Study in the Biopharmaceutical Domain
tech mining	From Restrictions to Opportunities: A Text-Based Framework for Cross-Industry Technology Opportunity Analysis A Cross-Modal Tech Mining Framework for Forecasting Innovation: Evidence from Additive Manufacturing
Technical Feature Optimization	Mapping Technology Landscapes and Optimization Pathways for Age-Friendly Mobile Applications
Technical problem	Understanding Technology Evolution from a Problem Perspective: Integrating TRIZ with Patent Analysis
Technical Semantic Representation	LLM-based SAO Semantic Extraction and Automatic Technology Topic Identification Method
Technical-efficacy matrix	Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search
Techno-nationalism	Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology
technological breakthrough
Technological evolution	Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method Node Dynamics and Structural Trees in Technological Evolution: Diffusion Patterns in Term Networks Detecting Emerging Technology Evolution via Multi-Feature Fusion and Temporal Cluster Similarity
technological impact	Tracing the Interactions between Academic, Technological, and Policy Impacts of Research Outputs From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers
Technological innovation
Technological Innovation Identification	Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation
technological innovation space	A Research on Construction of Technological Innovation Space Based on Fitness Landscape
Technological leap
technological opportunity	Identification of Opportunities and Risks for Technological Innovation Based on Explainable Artificial Intelligence Model
Technological rationality，	Algorithmic Decision-making in Digital Governance:A Framework of Socio-Technical–Governance Co-Adaptation
technological risk	Identification of Opportunities and Risks for Technological Innovation Based on Explainable Artificial Intelligence Model
Technological structure evolution	LLM-Based Semantic Mining of Patent Functions and Regional Technological Structure Evolution: The Case of China’s NEV Industry
Technology Association	A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration
Technology Combination	Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective
Technology Complementarity	A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration
Technology Contribution Index	Patent Analytics for Mapping SDGs Interlinkages and Identifying Critical Technologies
Technology Convergence	Technology Convergence Network Structure and Its Formation Mechanisms from a Demand-Side Perspective: An Exponential Random Graph Model Analysis Forecasting Ternary Technology Convergence：A Perspective of Edge Dynamics Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective Research on the Diffusion Mechanism of Core Innovative Ideas within a Domain from a Technology Convergence Perspective A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach
Technology Demand–Supply Matching	Demand Modeling–Driven Technology Supply–Demand Matching: A Case Study in the Biopharmaceutical Domain
Technology evolution	Understanding Technology Evolution from a Problem Perspective: Integrating TRIZ with Patent Analysis
Technology Evolution Path	Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory
Technology Forecasting	Semantic and citation features can improve technology forecasting when extrapolating from trends
Technology foresight
Technology foresight and governance	Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics
Technology fusion forecasting	Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity
Technology Gap	A Multi-Agent Framework for TRL-Based Technology Maturity Assessment and Inter-Firm Technology Gap Analysis
Technology Governance	Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain
Technology Label Generation	LLM-based SAO Semantic Extraction and Automatic Technology Topic Identification Method
Technology Mining	Mapping Technology Landscapes and Optimization Pathways for Age-Friendly Mobile Applications An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management
Technology Opportunity Analysis	Variational Graph Auto-Encoders-based Technology Opportunity Analysis with Fusion Technological Map: Evidence in Chinese Digital Publishing Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining From Restrictions to Opportunities: A Text-Based Framework for Cross-Industry Technology Opportunity Analysis
Technology Opportunity Identification and Evaluation	Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph
Technology Readiness Level (TRL)	A Multi-Agent Framework for TRL-Based Technology Maturity Assessment and Inter-Firm Technology Gap Analysis
Technology recombination	Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity
Technology topic modeling	Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network
technology transfer	Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution
Technology Tree	LLM-Enhanced Graph Mining for Adaptive Technology Tree Building
Technology-Based Startups	Breaking through Data Constraints and Industry Homogeneity: Theoretical Model and Empirical Test for Evaluating the Innovation Potential of Startup Technology Enterprises
Temporal hypergraph	Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity
term network	Node Dynamics and Structural Trees in Technological Evolution: Diffusion Patterns in Term Networks
Text Analysis	Patent Transfer and Transformation Potential Evaluation and Empirical Study How Do User Discourses Shape Brand Community?
Text mining	Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph
Theory Diffusion	Beyond the Mainstream: Diffusion and Spillovers of Non-English Origin Theories
Topic model	A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models
Topic modeling	An Optimized BERTopic Modeling Framework for Emerging Technology Identification
TRIZ	Understanding Technology Evolution from a Problem Perspective: Integrating TRIZ with Patent Analysis Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value
Two-Mode Network	Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network
U
Uncertainty
University patent analysis	Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities
university patent recommendation	Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution
V
Validation	State of the Art of Novelty Indicators
validity	Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions
Vector Space Model (VSM)	Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory
W
Weak signals
Welfare	The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare
X
XGBoost	Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators

Disclaimer | Powered by EasyChair Smart Program