A Hybrid AI Methodology for Generating Ontologies of Research Topics from Scientific Paper Corpora
Fuente:
arXiv
Saved in:
| Main Authors: | Pisu, Alessia, Pompianu, Livio, Osborne, Francesco, Recupero, Diego Reforgiato, Riboni, Daniele, Salatino, Angelo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field
by: Aggarwal, Tanay, et al.
Published: (2024)
by: Aggarwal, Tanay, et al.
Published: (2024)
Integrating Large Language Models and Knowledge Graphs to Capture Political Viewpoints in News Media
by: Fadda, Massimiliano, et al.
Published: (2025)
by: Fadda, Massimiliano, et al.
Published: (2025)
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
by: Aggarwal, Tanay, et al.
Published: (2025)
by: Aggarwal, Tanay, et al.
Published: (2025)
A Survey on Knowledge Organization Systems of Research Fields: Resources and Challenges
by: Salatino, Angelo, et al.
Published: (2024)
by: Salatino, Angelo, et al.
Published: (2024)
Polarity Detection of Sustainable Development Goals in News Text
by: Cadeddu, Andrea, et al.
Published: (2025)
by: Cadeddu, Andrea, et al.
Published: (2025)
Comparing Retrieval Strategies to Capture Interdisciplinary Scientific Research: A Bibliometric Evaluation of the Integration of Neuroscience and Computer Science
by: Isla, Malena Mendez, et al.
Published: (2025)
by: Isla, Malena Mendez, et al.
Published: (2025)
How Do LLMs Encode Scientific Quality? An Empirical Study Using Monosemantic Features from Sparse Autoencoders
by: McCoubrey, Michael, et al.
Published: (2026)
by: McCoubrey, Michael, et al.
Published: (2026)
Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems
by: Cunningham, Eoghan, et al.
Published: (2023)
by: Cunningham, Eoghan, et al.
Published: (2023)
Recent Advances and Trends in Research Paper Recommender Systems: A Comprehensive Survey
by: Pinedo, Iratxe, et al.
Published: (2025)
by: Pinedo, Iratxe, et al.
Published: (2025)
Compare: A Framework for Scientific Comparisons
by: Staudinger, Moritz, et al.
Published: (2025)
by: Staudinger, Moritz, et al.
Published: (2025)
Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework
by: Zhang, Heng, et al.
Published: (2025)
by: Zhang, Heng, et al.
Published: (2025)
Searching COVID-19 Clinical Research Using Graph Queries: Algorithm Development and Validation
by: Invernici, Francesco, et al.
Published: (2023)
by: Invernici, Francesco, et al.
Published: (2023)
Does Diversity of Expertise Drive Citation Impact? Evidence from Computer Science
by: Salatino, Angelo A., et al.
Published: (2025)
by: Salatino, Angelo A., et al.
Published: (2025)
iTRI-QA: a Toolset for Customized Question-Answer Dataset Generation Using Language Models for Enhanced Scientific Research
by: Liu, Qiming, et al.
Published: (2025)
by: Liu, Qiming, et al.
Published: (2025)
Decoding Knowledge Claims: The Evaluation of Scientific Publication Contributions through Semantic Analysis
by: D'Aniello, Luca, et al.
Published: (2024)
by: D'Aniello, Luca, et al.
Published: (2024)
Beyond Paper-to-Paper: Structured Profiling and Rubric Scoring for Paper-Reviewer Matching
by: Pan, Yicheng, et al.
Published: (2026)
by: Pan, Yicheng, et al.
Published: (2026)
When a Paper Has 1000 Authors: Rethinking Citation Metrics in the Era of LLMs
by: Guo, Weihang, et al.
Published: (2025)
by: Guo, Weihang, et al.
Published: (2025)
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models
by: Bao, Tong, et al.
Published: (2025)
by: Bao, Tong, et al.
Published: (2025)
ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services
by: Long, Qingqing, et al.
Published: (2026)
by: Long, Qingqing, et al.
Published: (2026)
Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration
by: Balloccu, Simone, et al.
Published: (2024)
by: Balloccu, Simone, et al.
Published: (2024)
Unmediated AI-Assisted Scholarly Citations
by: Szeider, Stefan
Published: (2026)
by: Szeider, Stefan
Published: (2026)
Delineating Feminist Studies through bibliometric analysis
by: Shokida, Natsumi S., et al.
Published: (2024)
by: Shokida, Natsumi S., et al.
Published: (2024)
A Deep Dive into OpenStreetMap Research Since its Inception (2008-2024): Contributors, Topics, and Future Trends
by: Sun, Yao, et al.
Published: (2026)
by: Sun, Yao, et al.
Published: (2026)
Toward FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph
by: Ahmad, Raia Abu, et al.
Published: (2024)
by: Ahmad, Raia Abu, et al.
Published: (2024)
KwicKwocKwac, a tool for rapidly generating concordances and marking up a literary text
by: Barzaghi, Sebastian, et al.
Published: (2024)
by: Barzaghi, Sebastian, et al.
Published: (2024)
Knowledge Graphs Generation from Cultural Heritage Texts: Combining LLMs and Ontological Engineering for Scholarly Debates
by: Schimmenti, Andrea, et al.
Published: (2025)
by: Schimmenti, Andrea, et al.
Published: (2025)
A Generative AI-driven Metadata Modelling Approach
by: Bagchi, Mayukh
Published: (2024)
by: Bagchi, Mayukh
Published: (2024)
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
by: Yu, Jianxiang, et al.
Published: (2024)
by: Yu, Jianxiang, et al.
Published: (2024)
Library and Culture: A Scientometric Analysis and Visualization of Research Trends
by: Umar, Auwalu Abdullahi, et al.
Published: (2025)
by: Umar, Auwalu Abdullahi, et al.
Published: (2025)
Challenges in Implementing a Recommender System for Historical Research in the Humanities
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
Will AI be overconfident about academic research findings when reliant on abstracts? (v1)
by: Thelwall, Mike
Published: (2026)
by: Thelwall, Mike
Published: (2026)
Research Output of Webology Journal (2013-2017): A Scientometric Analysis
by: Ahmad, Muneer, et al.
Published: (2025)
by: Ahmad, Muneer, et al.
Published: (2025)
Identifying Information Technology Research Trends through Text Mining of NSF Awards
by: Varlioglu, Said, et al.
Published: (2025)
by: Varlioglu, Said, et al.
Published: (2025)
Russian Contribution to Coronary Artery Disease Research: A Scientometric Mapping of Publications
by: Ahmad, Muneer, et al.
Published: (2025)
by: Ahmad, Muneer, et al.
Published: (2025)
Identifying and Mapping the Global Research Output on Coronavirus Disease: A Scientometric Study
by: Ahmad, Muneer, et al.
Published: (2021)
by: Ahmad, Muneer, et al.
Published: (2021)
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
by: Qin, Chuan, et al.
Published: (2025)
by: Qin, Chuan, et al.
Published: (2025)
WISDOM: An AI-powered framework for emerging research detection using weak signal analysis and advanced topic modeling
by: Ebadi, Ashkan, et al.
Published: (2024)
by: Ebadi, Ashkan, et al.
Published: (2024)
Enhancing Unsupervised Keyword Extraction in Academic Papers through Integrating Highlights with Abstract
by: Xiang, Yi, et al.
Published: (2026)
by: Xiang, Yi, et al.
Published: (2026)
Measuring the Research Output and Performance of the University of Ibadan from 2014 to 2023: A Scientometric Analysis
by: Ahmad, Muneer, et al.
Published: (2025)
by: Ahmad, Muneer, et al.
Published: (2025)
Research Output on Alopecia Areata Disease: A Scientometric Analysis of Publications from 2010 to 2019
by: Ahmad, Muneer, et al.
Published: (2025)
by: Ahmad, Muneer, et al.
Published: (2025)
Similar Items
-
Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field
by: Aggarwal, Tanay, et al.
Published: (2024) -
Integrating Large Language Models and Knowledge Graphs to Capture Political Viewpoints in News Media
by: Fadda, Massimiliano, et al.
Published: (2025) -
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study
by: Aggarwal, Tanay, et al.
Published: (2025) -
A Survey on Knowledge Organization Systems of Research Fields: Resources and Challenges
by: Salatino, Angelo, et al.
Published: (2024) -
Polarity Detection of Sustainable Development Goals in News Text
by: Cadeddu, Andrea, et al.
Published: (2025)