Information, Knowledge, Intelligence.

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Giorgio Maria Di Nunzio

Associate Professor of Computer Engineering at the Department of Information Engineering of the University of Padua, Italy
Member of the IIIA Research Group
Principal Investigator of CENTRICO - Center of Studies for Computational Terminology

Research Areas

Where I focus my work

My research spans information retrieval, text analytics, evaluation, computational terminology, Bayesian machine learning, and digital humanities, with particular attention to technology-assisted review systems.

Technology-Assisted Review & High-Recall Retrieval

Methods for high-recall information retrieval, relevance assessment, review prioritization, stopping strategies, and human-in-the-loop search under limited assessment budgets.

Technology-Assisted Review High-Recall Retrieval Relevance Assessment Stopping Methods

Text Analytics & Information Extraction

Methods for extracting structured information from text, with particular attention to specialized and domain-specific language.

Named Entity Recognition Relation Extraction LLMs Domain-specific NLP

Computational Terminology & Knowledge Representation

Computational methods for terminology, multilingual knowledge representation, FAIR terminology resources, knowledge graphs, and interoperable semantic data.

Terminology Knowledge Graphs FAIR Data Linked Data

Bayesian Machine Learning

Bayesian methods for learning, estimation, uncertainty quantification, and decision making, particularly in settings with limited, incomplete, or costly observations.

Bayesian Inference Uncertainty Prevalence Estimation Decision Making

Evaluation of Information Access and AI Systems

Experimental and statistical evaluation of information retrieval, recommender, and AI systems, with emphasis on reliability, reproducibility, uncertainty, and meaningful performance assessment.

Evaluation Information Access Statistical Analysis AI Evaluation

Digital Humanities

Computational approaches to humanities research, with particular interest in digital scholarly resources, research infrastructures, FAIR data, and interdisciplinary methods.

Digital Humanities Research Infrastructures Open Science FAIR

Featured Publications

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Featured Projects

The latest projects I’ve been involved in

Featured Courses

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Featured News

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Get In Touch

Contact information

Contact

For research collaborations, academic enquiries, and student matters, the best way to reach me is by email.

  • Email
    giorgiomaria.dinunzio@unipd.it
  • Location
    Padova, Italy
  • Office
    Via Gradenigo 6a, 35131, Padova, Italy
    Department of Information Engineering
    University of Padova