Mauro Dragoni

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 110

Top Venues

Publications

Saba Ghanbari Haez, Marina Segala, Patrizio Bellan, Simone Magnolini, Leonardo Sanna, Monica Consolandi, Mauro Dragoni
A Retrieval-Augmented Generation Strategy to Enhance Medical Chatbot Reliability. AIME (1) (2024)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Process Knowledge Extraction and Knowledge Graph Construction Through Prompting: A Quantitative Analysis. SAC (2024)
Paulo Vitor de Campos Souza, Mauro Dragoni
Knowledge extraction in auction verification employing techniques from machine learning and fuzzy neural networks. EAIS (2024)
Fabio Stella, Francesco Calimeri, Mauro Dragoni
Special issue on learning from multiple data sources for decision making in health care. J. Biomed. Informatics 153 (2024)
Paulo Vitor de Campos Souza, Mauro Dragoni
EFNN-Nul0- a trustworthy knowledge extraction about stress identification through evolving fuzzy neural networks. Fuzzy Sets Syst. 487 (2024)
Paulo Vitor de Campos Souza, Mauro Dragoni
IFNN: Enhanced interpretability and optimization in FNN via Adam algorithm. Inf. Sci. 678 (2024)
Paulo Vitor de Campos Souza, Mauro Dragoni
Fuzzy Neural Network Model Based on Uni-Nullneuron in Extracting Knowledge About Risk Factors of Maternal Health. AIME (1) (2024)
Paulo Vitor de Campos Souza, Mauro Dragoni
PEFNN: Parallel Evolving Fuzzy Neural Network for Sepsis Identification in Patients. FUZZ (2024)
Marina Andric, Mauro Dragoni, Francesco Ricci
Anticipating Stress: Harnessing Biomarker Signals from a Wrist-Worn Device for Early Prediction. AIME (1) (2024)
Mauro Dragoni, Tania Bailoni, Ivan Donadello, Jean-Claude Martin, Helena Lindgren
Integrating Functional Status Information into Knowledge Graphs to Support Self-Health Management. Data Intell. 5 (3) (2023)
Mauro Dragoni, Tania Bailoni, Gabriele Sacco, Loris Bozzato
A Modular Strategy to Build a Large-Scale Functional Status Knowledge Graph. JOWO (2023)
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux
Large Language Models and Knowledge Graphs: Opportunities and Challenges. TGDK 1 (1) (2023)
Mauro Dragoni, Claudio Eccher, Antonella Ferro, Tania Bailoni, Rosa Maimone, Andrea Zorzi, Alessandro Bacchiega, Gabriele Stulzer, Chiara Ghidini
Supporting patients and clinicians during the breast cancer care path with AI: The Arianna solution. Artif. Intell. Medicine 138 (2023)
Monica Consolandi, Simone Magnolini, Mauro Dragoni
Misunderstanding and Risk Communication in Healthcare. NL4AI@AI*IA (2023)
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR (2023)
Milene Santos Teixeira, Mauro Dragoni
Plan and Ontology-Based Dialogue Policies for Healthcare. PLATO@ICAPS (2023)
Davide Buscaldi, Mauro Dragoni, Flavius Frasincar, Diego Reforgiato Recupero
Special issue on senti-mental health: Future generation sentiment analysis systems. Future Gener. Comput. Syst. 129 (2022)
Ivan Donadello, Mauro Dragoni
AI-enabled persuasive personal health assistant. Soc. Netw. Anal. Min. 12 (1) (2022)
Piergiorgio Bertoli, Francesco Corcoglioniti, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Marco Pistore
Semantic modeling and analysis of complex data-aware processes and their executions. Expert Syst. Appl. 198 (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Extracting Business Process Entities and Relations from Text Using Pre-trained Language Models and In-Context Learning. EDOC (2022)
Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto
PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks. Business Process Management Workshops (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Assisted Process Knowledge Graph Building Using Pre-trained Language Models. AI*IA (2022)
Milene Santos Teixeira, Mauro Dragoni
A Review of Plan-Based Approaches for Dialogue Management. Cogn. Comput. 14 (3) (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Experiment Maker: A Tool to Create Experiments with GPT-3 Easily. EKAW (Companion) (2022)
Tania Bailoni, Mauro Dragoni, Ivan Donadello
Modeling a Functional Status Knowledge Graph For Personal Health. HC@AIxIA (2022)
Mauro Dragoni, Ivan Donadello, Erik Cambria
OntoSenticNet 2: Enhancing Reasoning Within Sentiment Analysis. IEEE Intell. Syst. 37 (2) (2022)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Leveraging pre-trained language models for conversational information seeking from text. CoRR (2022)
Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion. AAAI (2022)
Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto
PET: A new Dataset for Process Extraction from Natural Language Text. CoRR (2022)
Patrizio Bellan, Chiara Ghidini, Mauro Dragoni, Simone Paolo Ponzetto, Han van der Aa
Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines. NL4AI@AI*IA (2022)
Milene Santos Teixeira, Ivan Donadello, Mauro Dragoni
Explanations in Digital Health: The Case of Supporting People Lifestyles. AIME (2021)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
Process Extraction from Text: state of the art and challenges for the future. CoRR (2021)
Massimiliano Ronzani, Roger Ferrod, Chiara Di Francescomarino, Emilio Sulis, Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Mauro Dragoni, Chiara Ghidini, Renata Marinello
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service. AI*IA (2021)
Mauro Dragoni, Tania Bailoni, Jean-Claude Martin, Helena Lindgren, Esteban Guerrero Rosero
An Ontology-Based Coaching Solution for Increasing Self-Awareness of Own Functional Status. AI4Function@IJCAI (2021)
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
Leveraging Structured Data in Predictive Process Monitoring: the Case of the ICD-9-CM in the Scenario of the Home Hospitalization Service. SMARTERCARE@AI*IA (2021)
Milene Santos Teixeira, Vinícius Maran, Mauro Dragoni
Towards Semantic-Awareness for Information Management and Planning in Health Dialogues. CBMS (2021)
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur d'Avila Garcez, Natalia Díaz Rodríguez
A Practical Tutorial on Explainable AI Techniques. CoRR (2021)
Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion. CoRR (2021)
Milene Santos Teixeira, Vinícius Maran, Mauro Dragoni
The interplay of a conversational ontology and AI planning for health dialogue management. SAC (2021)
Roger Ferrod, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Chiara Ghidini, Renata Marinello, Emilio Sulis
A Support for Understanding Medical Notes: Correcting Spelling Errors in Italian Clinical Records. SMARTERCARE@AI*IA (2021)
Roberto Aringhieri, Guido Boella, Enrico Brunetti, Luigi Di Caro, Chiara Di Francescomarino, Mauro Dragoni, Roger Ferrod, Chiara Ghidini, Renata Marinello, Massimiliano Ronzani, Emilio Sulis
Towards the Application of Process Mining for Supporting the Home Hospitalization Service. ITBPM@BPM (2021)
Ivan Donadello, Mauro Dragoni
SeXAI: A Semantic Explainable Artificial Intelligence Framework. AI*IA (2020)
Patrizio Bellan, Mauro Dragoni, Chiara Ghidini
A Qualitative Analysis of the State of the Art in Process Extraction from Text. DP@AI*IA (2020)
Ivan Donadello, Mauro Dragoni
SeXAI: Introducing Concepts into Black Boxes for Explainable Artificial Intelligence. XAI.it@AI*IA (2020)
Milene Santos Teixeira, Célia da Costa Pereira, Mauro Dragoni
Information Usefulness as a Strategy for Action Selection in Health Dialogues. WI/IAT (2020)
Ivan Donadello, Mauro Dragoni, Claudio Eccher
Explaining reasoning algorithms with persuasiveness: a case study for a behavioural change system. SAC (2020)
Mauro Dragoni, Ivan Donadello, Claudio Eccher
Explainable AI meets persuasiveness: Translating reasoning results into behavioral change advice. Artif. Intell. Medicine 105 (2020)
Andi Rexha, Mauro Dragoni, Roman Kern
A Neural-based Architecture For Small Datasets Classification. JCDL (2020)
Matteo Antonio Senese, Giuseppe Rizzo, Mauro Dragoni, Maurizio Morisio
MTSI-BERT: A Session-aware Knowledge-based Conversational Agent. LREC (2020)
Milene Santos Teixeira, Célia da Costa Pereira, Mauro Dragoni
A Goal-Based Framework for Supporting Medical Assistance: The Case of Chronic Diseases. PRIMA (2020)
Marco Rospocher, Francesco Corcoglioniti, Mauro Dragoni
Boosting Document Retrieval with Knowledge Extraction and Linked Data. Semantic Web 10 (4) (2019)
Ivan Donadello, Mauro Dragoni, Claudio Eccher
Persuasive Explanation of Reasoning Inferences on Dietary Data. PROFILES/SEMEX@ISWC (2019)
Mauro Dragoni, Valentina A. M. Tamma
Extending HeLiS: From Chronic Diseases to Behavior Change. SWH@ISWC (2019)
Mauro Dragoni
An Evolutionary Strategy For Concept-Based Multi-Domain Sentiment Analysis. IEEE Comput. Intell. Mag. 14 (2) (2019)
Mauro Dragoni, Marco Federici, Andi Rexha
An unsupervised aspect extraction strategy for monitoring real-time reviews stream. Inf. Process. Manag. 56 (3) (2019)
Mauro Dragoni
Semantic AI for Healthcare: The HORUS.AI platform. SWH@ISWC (2019)
Milene Santos Teixeira, Mauro Dragoni, Claudio Eccher
A Planning Strategy For Dialogue Management in Healthcare. SWH@ISWC (2019)
Mauro Dragoni, Claudio Eccher, Stefano Forti, Sara Puccini, Barbara Purin, Alessandro Valentini
TreC Diabetes: A Semantic Platform For Supporting The Self-management of Patients. SWH@ISWC (2019)
Mauro Dragoni, Marco Federici, Andi Rexha
ReUS: a Real-time Unsupervised System For Monitoring Opinion Streams. Cogn. Comput. 11 (4) (2019)
Ivan Donadello, Mauro Dragoni
An End-to-End Semantic Platform for Nutritional Diseases Management. ISWC (2) (2019)
Danilo Dessì, Mauro Dragoni, Gianni Fenu, Mirko Marras, Diego Reforgiato Recupero
Evaluating neural word embeddings created from online course reviews for sentiment analysis. SAC (2019)
Ivan Donadello, Mauro Dragoni
Ontology-Driven Food Category Classification in Images. ICIAP (2) (2019)
Mauro Dragoni
The FeatureSent System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mauro Dragoni
NEUROSENT-PDI at SemEval-2018 Task 3: Understanding Irony in Social Networks Through a Multi-Domain Sentiment Model. SemEval@NAACL-HLT (2018)
Mauro Dragoni
Computational advertising in social networks: an opinion mining-based approach. SAC (2018)
Mauro Dragoni
NEUROSENT-PDI at SemEval-2018 Task 1: Leveraging a Multi-Domain Sentiment Model for Inferring Polarity in Micro-blog Text. SemEval@NAACL-HLT (2018)
Marco Federici, Mauro Dragoni
The KABSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mauro Dragoni, Tania Bailoni, Rosa Maimone, Michele Marchesoni, Claudio Eccher
HORUS.AI - A Knowledge-based Solution Supporting Health Persuasive Self-Monitoring. ISWC (P&D/Industry/BlueSky) (2018)
Mauro Dragoni, Célia da Costa Pereira, Andrea G. B. Tettamanzi, Serena Villata
Combining argumentation and aspect-based opinion mining: The SMACk system. AI Commun. 31 (1) (2018)
Mauro Dragoni, Marco Rospocher, Tania Bailoni, Rosa Maimone, Claudio Eccher
Semantic Technologies for Healthy Lifestyle Monitoring. ISWC (2) (2018)
Bernardo Magnini, Vevake Balaraman, Mauro Dragoni, Marco Guerini, Simone Magnolini, Valerio Piccioni
CH1: A Conversational System to Calculate Carbohydrates in a Meal. AI*IA (2018)
Mauro Dragoni, Tania Bailoni, Rosa Maimone, Claudio Eccher
HeLiS: An Ontology for Supporting Healthy Lifestyles. ISWC (2) (2018)
Mauro Dragoni
Learning Fuzzy User Models for News Recommender Systems. AI*IA (2018)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
The CLAUSY System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mauro Dragoni, Soujanya Poria, Erik Cambria
OntoSenticNet: A Commonsense Ontology for Sentiment Analysis. IEEE Intell. Syst. 33 (3) (2018)
Giulio Petrucci, Mauro Dragoni
The IRMUDOSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mauro Dragoni
NEUROSENT-PDI at SemEval-2018 Task 7: Discovering Textual Relations With a Neural Network Model. SemEval@NAACL-HLT (2018)
Mauro Dragoni, Marco Rospocher
Applied cognitive computing: challenges, approaches, and real-world experiences. Prog. Artif. Intell. 7 (4) (2018)
Mauro Dragoni
The NeuroSent System at ESWC-2018 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mauro Dragoni, Giulio Petrucci
A fuzzy-based strategy for multi-domain sentiment analysis. Int. J. Approx. Reason. 93 (2018)
Rosa Maimone, Marco Guerini, Mauro Dragoni, Tania Bailoni, Claudio Eccher
PerKApp: A general purpose persuasion architecture for healthy lifestyles. J. Biomed. Informatics 82 (2018)
Mauro Dragoni, Erik Cambria
Semantic Sentiment Analysis Challenge at ESWC2018. SemWebEval@ESWC (2018)
Marco Federici, Mauro Dragoni
A Branching Strategy For Unsupervised Aspect-based Sentiment Analysis. EMSASW@ESWC (2017)
Giulio Petrucci, Mauro Dragoni
The IRMUDOSA System at ESWC-2017 Challenge on Semantic Sentiment Analysis. SemWebEval@ESWC (2017)
Mauro Dragoni, Serena Villata, Williams Rizzi, Guido Governatori
Combining Natural Language Processing Approaches for Rule Extraction from Legal Documents. AICOL (2017)
Mauro Dragoni
Extracting Linguistic Features From Opinion Data Streams For Multi-Domain Sentiment Analysis. EMSASW@ESWC (2017)
Mauro Dragoni
A Three-Phase Approach for Exploiting Opinion Mining in Computational Advertising. IEEE Intell. Syst. 32 (3) (2017)
Mauro Dragoni, Sara Tonelli, Giovanni Moretti
A Knowledge Management Architecture for Digital Cultural Heritage. ACM Journal on Computing and Cultural Heritage 10 (3) (2017)
Mauro Dragoni, Andi Rexha, Hermann Ziak, Roman Kern
A semantic federated search engine for domain-specific document retrieval. SAC (2017)
Andi Rexha, Mark Kröll, Mauro Dragoni, Roman Kern
Opinion Mining with a Clause-Based Approach. SemWebEval@ESWC (2017)
Mauro Dragoni, Giulio Petrucci
A Neural Word Embeddings Approach for Multi-Domain Sentiment Analysis. IEEE Trans. Affect. Comput. 8 (4) (2017)
Mauro Dragoni, Tania Bailoni, Claudio Eccher, Marco Guerini, Rosa Maimone
A semantic-enabled platform for supporting healthy lifestyles. SAC (2017)
Marco Federici, Mauro Dragoni
Aspect-Based Opinion Mining Using Knowledge Bases. SemWebEval@ESWC (2017)
Mauro Dragoni, Célia da Costa Pereira, Andrea G. B. Tettamanzi, Serena Villata
SMACk: An Argumentation Framework for Opinion Mining. IJCAI (2016)
Andi Rexha, Mauro Dragoni, Roman Kern, Mark Kröll
An Information Retrieval Based Approach for Multilingual Ontology Matching. NLDB (2016)
Mauro Dragoni, Elena Cabrio, Sara Tonelli, Serena Villata
Enriching a Small Artwork Collection Through Semantic Linking. ESWC (2016)
Tania Bailoni, Mauro Dragoni, Claudio Eccher, Marco Guerini, Rosa Maimone
PerKApp: A context aware motivational system for healthier lifestyles. ISC2 (2016)
Mihael Arcan, Mauro Dragoni, Paul Buitelaar
Translating Ontologies in Real-World Settings. ISWC (2) (2016)
Marco Federici, Mauro Dragoni
A Knowledge-Based Approach for Aspect-Based Opinion Mining. SemWebEval@ESWC (2016)
Mauro Dragoni, Andrea Tettamanzi, Célia da Costa Pereira
DRANZIERA: An Evaluation Protocol For Multi-Domain Opinion Mining. LREC (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauro Dragoni