Research on Relationship Recognition and Prediction Based on the Integration of Association Rules and Graph Neural Networks (abstract)

An LLM-Augmented Knowledge Graph Framework for Quantitative Intelligence Analysis: A Case Study of All-Solid-State Lithium Batteries (abstract)

Understanding Technology Evolution from a Problem Perspective: Integrating TRIZ with Patent Analysis (abstract)

Patterns of Inventive Problem Solving in Patents: TRIZ Mapping, Functional Creativity, and Patent Value (abstract)

Node Dynamics and Structural Trees in Technological Evolution: Diffusion Patterns in Term Networks (abstract)

Identification of Potential Knowledge Diffusion Pathways from Science to Technology (abstract)

A Fine-Grained Main Path Analysis Method for Tracing Knowledge Flow in Citation Networks (abstract)

Forecasting Conceptual Diffusion in Science (abstract)

MT-KDF: A Multi-Teacher Knowledge Distillation Framework with Embedding Enhancement and Multi-Scale Feature Fusion for Chinese Scientific Entity Recognition (abstract)

Tracking Interdisciplinary Knowledge Evolution with LLM-Augmented Semantic BERTopic: A Multidimensional Framework for Complex Research Domain Analysis (abstract)

LLM-Based Semantic Mining of Patent Functions and Regional Technological Structure Evolution: The Case of China’s NEV Industry (abstract)

LLM-based SAO Semantic Extraction and Automatic Technology Topic Identification Method (abstract)

LLM-Enhanced Graph Mining for Adaptive Technology Tree Building (abstract)

Research on Patent Citation Prediction Method Based on Multilayer Heterogeneous Networks (abstract)

Large Language Models as Artificial Survey Respondents for Science, Technology, and Innovation (STI) Policy Monitoring (abstract)

From Paper Content to Journal Quality: An LLM-Based Comparative Assessment Approach within the REF 2021 Framework (abstract)

What Comes Next: Analyzing Limitations and Future Work in Scientific Writing (abstract)

Chat-PhD: The Role of LLM in Shaping the Research Practices and Productivity of Young Scholars (abstract)

Scientific Relatedness Constrains Novelty in Global Sustainability Science (abstract)

State of the Art of Novelty Indicators (abstract)

Interpretable Forecasting of Scientific Breakthroughs from Concept Network Dynamics (abstract)

The Price of “Standing on the Shoulders of Giants”: Unpacking the Novelty–Impact Paradox in Science (abstract)

Beyond Citation Intent: Identifying Knowledge Contributions (abstract)

Trade-off of Short-term Scientific Mobility: Travelers yield more Novel but less Disruptive Knowledge (abstract)

From Citation to Practice: Assessing the Impact of Academic Papers on Clinical Applications in Chinese Clinical Guidelines (abstract)

Semantic and citation features can improve technology forecasting when extrapolating from trends (abstract)

Experimental procedural complexity and research innovativeness: Evidence from synchrotron light source publications (abstract)

Mapping the Science of Science: Topic Evolution and Knowledge Flows across Six Subfields (abstract)

High-Value Patent Recognition Model: Exploring Data Augmentation and Causal Mechanisms (abstract)

Identifying Features and Evolutionary Mechanisms of Sleeping Beauty Patents in Semiconductor Field Based on a Hybrid Vector Method (abstract)

Research on a Method for Identifying High-Value Patents by Integrating Text Semantic Information (abstract)

Research on Value Assessment and Recommendation of Lapsed Patents Based on Heterogeneous Graph Attention Network (abstract)

Expected and optimal shares of international co-publications (abstract)

Tracing the Interactions between Academic, Technological, and Policy Impacts of Research Outputs (abstract)

From Scientific Visibility to Technological Use: Evidence on the Effect of Open Access on Academic and Technological Impact of Highly Cited Artificial Intelligence Papers (abstract)

Research on the Diffusion Mechanism of Core Innovative Ideas within a Domain from a Technology Convergence Perspective (abstract)

Technology fusion forecasting via temporal hypergraph link prediction——with application in cybersecurity (abstract)

Configurational Effects of Technology Convergence on Industrial Innovation from a Multidimensional Theoretical Perspective:A Tree-Model-Based Fuzzy-Set Qualitative Comparative Analysis (abstract)

Analyzing the Landscape of Technology Convergence in AI4S Based on a "Technology-Scenario" Two-Mode Network (abstract)

Pattern Identification and Trajectory Characterization of Technology Convergence from a Dynamic Evolutionary Perspective (abstract)

How Disruptive Traits of Highly Cited Patents Affect Technology Diffusion: Evidence from USPTO Patents (abstract)

A Research on Construction of Technological Innovation Space Based on Fitness Landscape (abstract)

Identifying the “Sleeping Beauty” in Science: Can Generative AI Predict the Future Impact of Non-Consensus Innovations? (abstract)

From Restrictions to Opportunities: A Text-Based Framework for Cross-Industry Technology Opportunity Analysis (abstract)

Determinants of the Spatial Distribution of Top National High-Tech Industrial Development Zones in China: A Provincial-Level Analysis (abstract)

The Impact of EU Electric Vehicle Tariffs on Critical Metal Sectors and Global Welfare (abstract)

The Evolution of the Dynamics of AI Innovation in Small Emerging Economies (abstract)

Drivers of Green Technology Innovation in Emerging Economies (abstract)

Fine-grained Technology Opportunity Identification and Evaluation based on Knowledge Graph (abstract)

Detecting Emerging Technology Evolution via Multi-Feature Fusion and Temporal Cluster Similarity (abstract)

Revealing the Evolutionary Characteristics of Emerging Technologies toward Key Generic Technologies: A Study Based on Multi-Source Data and Multi-Dimensional Indicators (abstract)

Potential Application Scenario Identification of Artificial Intelligence Technologies Based on Large Language Model and Heterogeneous Graph Neural Network (abstract)

Research on Potential Disruptive Technological Measurement Based on Multi-source data —— Taking the Field of Artificial Intelligence as an Example (abstract)

Identification of Opportunities and Risks for Technological Innovation Based on Explainable Artificial Intelligence Model (abstract)

Emerging Topics Detection Based on the Multilayer Semantic Network: an “Issues-Solutions-Effects” framework (abstract)

Variational Graph Auto-Encoders-based Technology Opportunity Analysis with Fusion Technological Map: Evidence in Chinese Digital Publishing (abstract)

Technology Opportunity Identification for Idea Generation using Generative Topographic Mapping and the Gaps between Science and Technology Mining (abstract)

Discovering breakthrough technology opportunities via SAO semantic bi-layer network analysis: Insights from technology problem-driven innovation (abstract)

From Connectivity to Insight: A GNN-LLM Synergy for Scholar-Topic Recommendation (abstract)

Firm Patent Recommendation Based on Relationship Graph Attention Network-A Case Study of Heavy-duty Gas Turbine Field (abstract)

Intent-Aware Explainable Local Citation Recommendation (abstract)

Industry demand-driven university patent recommendation: A heterogeneous graph neural network-based solution (abstract)

Patent Transfer and Transformation Potential Evaluation and Empirical Study (abstract)

Intelligent Analysis of Patents for Cross-Domain Technology Integration in Universities (abstract)

Breaking through Data Constraints and Industry Homogeneity: Theoretical Model and Empirical Test for Evaluating the Innovation Potential of Startup Technology Enterprises (abstract)

Health Disinformation Originating from AIGC on Social Media: State of Governance, Challenges, and Exploration of Future Paths (abstract)

Sci-Tech Finance Drives SMEs Innovation: Evidence from China’s Intellectual Property Securitization Issuance (abstract)

A Multi-Agent Framework for TRL-Based Technology Maturity Assessment and Inter-Firm Technology Gap Analysis (abstract)

Scientific Collaborator Recommendation Integrating Academic Potential, Collaborative Potential, and Research Interests (abstract)

Are Large Language Models Reliable Reviewer Assistants? A Three-Dimensional Evaluation on Real Conference Submissions (abstract)

Generative AI Skills as Human Capital: An Empirical Study on Its Interplay with Scientific Collaboration Networks (abstract)

A Dynamic Heterogeneous Graph Learning Framework for Scientific Collaboration Recommendation (abstract)

Beyond the Mainstream: Diffusion and Spillovers of Non-English Origin Theories (abstract)

Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search (abstract)

Technology Convergence Network Structure and Its Formation Mechanisms from a Demand-Side Perspective: An Exponential Random Graph Model Analysis (abstract)

A Conceptual Model Study of Patent Complementarity from the Perspective of "Problem-Solution-Effect": Theoretical Construction and Empirical Exploration (abstract)

Multi-dimensional Graph Convolutional Patent Classification Model based on Cross-modal Fusion and Technological Evolution (abstract)

Forecasting Ternary Technology Convergence：A Perspective of Edge Dynamics (abstract)

Unveiling Technology Convergence Dynamics in Digital Health: A Dual-Perspective Network Analysis Framework (abstract)

Algorithmic Decision-making in Digital Governance:A Framework of Socio-Technical–Governance Co-Adaptation (abstract)

Extending Technological Main Paths Combining SAO Semantic Analysis and Function-oriented Search (abstract)

Research Trends in SDGs Interlinkages and Network Construction (abstract)

An AI-Assisted Framework for Identifying Core Theories in Interdisciplinary Research: A Case Study of Information Resources Management (abstract)

Extending Knowledge Organization toward Reasoning Organization: The Layered Framework for Accountable Reasoning in AI Systems (abstract)

How Do User Discourses Shape Brand Community? (abstract)

Patent Analytics for Mapping SDGs Interlinkages and Identifying Critical Technologies (abstract)

Who to Collaborate in “AI for Science”? How Authors’ Knowledge Composition Shapes Network dynamics (abstract)

Dual Transitions under De-Globalization: Evolutionary Pathways of Emerging Economies' Future Industrial Innovation Ecosystems (abstract)

Reconfiguring Technology Governance under Deglobalization and Techno-nationalism: Evidence from the Global Semiconductor Value Chain (abstract)

A Hybrid Topic Modeling Framework Integrating Graph-Based Clustering and Large Language Models (abstract)

A Study on the Convergence Mechanism Between Artificial Intelligence and Carbon Neutrality Technologies: A Patent Semantic Network Approach (abstract)

Demand Modeling–Driven Technology Supply–Demand Matching: A Case Study in the Biopharmaceutical Domain (abstract)

How Big Scientific Facilities contribute to the SDG Science (abstract)

Responding to False Health Information from the AIGC Based on Characterization and Identification Perspectives (abstract)

A Cross-Modal Tech Mining Framework for Forecasting Innovation: Evidence from Additive Manufacturing (abstract)

Research on Patent Technology Topic Evolution Identification Based on VSM and D-S Evidence Theory (abstract)

From Disruption to Reconstruction: Reconfiguring the Innovation Ecosystem of Future Industries under De-globalization: A Case Study of Quantum Technology (abstract)

Comparing Corporate Basic Research Models across Ownership and Industry Contexts: Evidence from State Grid and Huawei (abstract)

Density-adaptive Stream Text Clustering for Large Scale Dynamic Topic Modeling (abstract)

An Optimized BERTopic Modeling Framework for Emerging Technology Identification (abstract)

Beyond Flat Keywords: A Hierarchical and Functional Framework for Fine-Grained Scientific Intelligence Mining (abstract)

Hybrid Metric-Guided Multi-Agent Debate for Keyphrase Extraction from Scientific Literature (abstract)

Mapping Technology Landscapes and Optimization Pathways for Age-Friendly Mobile Applications (abstract)

Identification of Technological Innovation Types Based on Multi-source Heterogeneous Information Network Under Policy Orientation (abstract)

Empirical Orthogonal Function Based Analysis of Domain Knowledge Collaborative Evolution: Revealing Knowledge Teleconnection Phenomena (abstract)

A BERT-Driven Approach for Identifying Patent Risks in Export Control Contexts (abstract)