Mauro Dragoni

Orcid: 0000-0003-0380-6571

According to our database1, Mauro Dragoni authored at least 156 papers between 2007 and 2023.

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Bibliography

2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges.
TGDK, 2023

Integrating Functional Status Information into Knowledge Graphs to Support Self-Health Management.
Data Intell., 2023

Supporting patients and clinicians during the breast cancer care path with AI: The Arianna solution.
Artif. Intell. Medicine, 2023

Plan and Ontology-Based Dialogue Policies for Healthcare.
Proceedings of the 1st International Planning and Ontology Workshop co-located with The 33rd International Conference on Automated Planning and Scheduling (ICAPS 2023), 2023

Misunderstanding and Risk Communication in Healthcare.
Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

A Modular Strategy to Build a Large-Scale Functional Status Knowledge Graph.
Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023), 2023

2022
AI-enabled persuasive personal health assistant.
Soc. Netw. Anal. Min., 2022

Special issue on senti-mental health: Future generation sentiment analysis systems.
Future Gener. Comput. Syst., 2022

OntoSenticNet 2: Enhancing Reasoning Within Sentiment Analysis.
IEEE Intell. Syst., 2022

Semantic modeling and analysis of complex data-aware processes and their executions.
Expert Syst. Appl., 2022

Leveraging pre-trained language models for conversational information seeking from text.
CoRR, 2022

PET: A new Dataset for Process Extraction from Natural Language Text.
CoRR, 2022

A Review of Plan-Based Approaches for Dialogue Management.
Cogn. Comput., 2022

Experiment Maker: A Tool to Create Experiments with GPT-3 Easily.
Proceedings of the Companion Proceedings of the 23rd International Conference on Knowledge Engineering and Knowledge Management, 2022

Extracting Business Process Entities and Relations from Text Using Pre-trained Language Models and In-Context Learning.
Proceedings of the Enterprise Design, Operations, and Computing, 2022

PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks.
Proceedings of the Business Process Management Workshops, 2022

Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

Assisted Process Knowledge Graph Building Using Pre-trained Language Models.
Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Modeling a Functional Status Knowledge Graph For Personal Health.
Proceedings of the 1st AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2022) co-located with the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022), 2022

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Practical Tutorial on Explainable AI Techniques.
CoRR, 2021

Process Extraction from Text: state of the art and challenges for the future.
CoRR, 2021

The interplay of a conversational ontology and AI planning for health dialogue management.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

An Ontology-Based Coaching Solution for Increasing Self-Awareness of Own Functional Status.
Proceedings of the Second Workshop on Artificial Intelligence for Function, 2021

Towards Semantic-Awareness for Information Management and Planning in Health Dialogues.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Towards the Application of Process Mining for Supporting the Home Hospitalization Service.
Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

Explanations in Digital Health: The Case of Supporting People Lifestyles.
Proceedings of the Artificial Intelligence in Medicine, 2021

Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

A Support for Understanding Medical Notes: Correcting Spelling Errors in Italian Clinical Records.
Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

Leveraging Structured Data in Predictive Process Monitoring: the Case of the ICD-9-CM in the Scenario of the Home Hospitalization Service.
Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020
Explainable AI meets persuasiveness: Translating reasoning results into behavioral change advice.
Artif. Intell. Medicine, 2020

Information Usefulness as a Strategy for Action Selection in Health Dialogues.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Explaining reasoning algorithms with persuasiveness: a case study for a behavioural change system.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

A Goal-Based Framework for Supporting Medical Assistance: The Case of Chronic Diseases.
Proceedings of the PRIMA 2020: Principles and Practice of Multi-Agent Systems, 2020

MTSI-BERT: A Session-aware Knowledge-based Conversational Agent.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

A Neural-based Architecture For Small Datasets Classification.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

SeXAI: A Semantic Explainable Artificial Intelligence Framework.
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

SeXAI: Introducing Concepts into Black Boxes for Explainable Artificial Intelligence.
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020

A Qualitative Analysis of the State of the Art in Process Extraction from Text.
Proceedings of the AIxIA 2020 Discussion Papers Workshop co-located with the the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA2020), 2020

2019
Boosting Document Retrieval with Knowledge Extraction and Linked Data.
Semantic Web, 2019

An unsupervised aspect extraction strategy for monitoring real-time reviews stream.
Inf. Process. Manag., 2019

ReUS: a Real-time Unsupervised System For Monitoring Opinion Streams.
Cogn. Comput., 2019

An Evolutionary Strategy For Concept-Based Multi-Domain Sentiment Analysis.
IEEE Comput. Intell. Mag., 2019

A Planning Strategy For Dialogue Management in Healthcare.
Proceedings of the Second International Workshop on Semantic Web Meets Health Data Management (SWH 2019) co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Extending HeLiS: From Chronic Diseases to Behavior Change.
Proceedings of the Second International Workshop on Semantic Web Meets Health Data Management (SWH 2019) co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

TreC Diabetes: A Semantic Platform For Supporting The Self-management of Patients.
Proceedings of the Second International Workshop on Semantic Web Meets Health Data Management (SWH 2019) co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Semantic AI for Healthcare: The HORUS.AI platform.
Proceedings of the Second International Workshop on Semantic Web Meets Health Data Management (SWH 2019) co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Persuasive Explanation of Reasoning Inferences on Dietary Data.
Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

An End-to-End Semantic Platform for Nutritional Diseases Management.
Proceedings of the Semantic Web - ISWC 2019, 2019

Evaluating neural word embeddings created from online course reviews for sentiment analysis.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Ontology-Driven Food Category Classification in Images.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

A Flexible Knowledge-Based Architecture for Supporting the Adoption of Healthy Lifestyles with Persuasive Dialogs.
Proceedings of the Data Science for Healthcare - Methodologies and Applications, 2019

2018
Applied cognitive computing: challenges, approaches, and real-world experiences.
Prog. Artif. Intell., 2018

PerKApp: A general purpose persuasion architecture for healthy lifestyles.
J. Biomed. Informatics, 2018

A fuzzy-based strategy for multi-domain sentiment analysis.
Int. J. Approx. Reason., 2018

OntoSenticNet: A Commonsense Ontology for Sentiment Analysis.
IEEE Intell. Syst., 2018

Combining argumentation and aspect-based opinion mining: The SMACk system.
AI Commun., 2018

Semantic Technologies for Healthy Lifestyle Monitoring.
Proceedings of the Semantic Web - ISWC 2018, 2018

HORUS.AI - A Knowledge-based Solution Supporting Health Persuasive Self-Monitoring.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

HeLiS: An Ontology for Supporting Healthy Lifestyles.
Proceedings of the Semantic Web - ISWC 2018, 2018

NEUROSENT-PDI at SemEval-2018 Task 7: Discovering Textual Relations With a Neural Network Model.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

NEUROSENT-PDI at SemEval-2018 Task 3: Understanding Irony in Social Networks Through a Multi-Domain Sentiment Model.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

NEUROSENT-PDI at SemEval-2018 Task 1: Leveraging a Multi-Domain Sentiment Model for Inferring Polarity in Micro-blog Text.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Computational advertising in social networks: an opinion mining-based approach.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

The CLAUSY System at ESWC-2018 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2018

The IRMUDOSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2018

The KABSA System at ESWC-2018 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2018

Semantic Sentiment Analysis Challenge at ESWC2018.
Proceedings of the Semantic Web Challenges, 2018

The FeatureSent System at ESWC-2018 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2018

The NeuroSent System at ESWC-2018 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2018

CH1: A Conversational System to Calculate Carbohydrates in a Meal.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

Learning Fuzzy User Models for News Recommender Systems.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

2017
A Neural Word Embeddings Approach for Multi-Domain Sentiment Analysis.
IEEE Trans. Affect. Comput., 2017

A Knowledge Management Architecture for Digital Cultural Heritage.
ACM Journal on Computing and Cultural Heritage, 2017

A Three-Phase Approach for Exploiting Opinion Mining in Computational Advertising.
IEEE Intell. Syst., 2017

A semantic federated search engine for domain-specific document retrieval.
Proceedings of the Symposium on Applied Computing, 2017

A semantic-enabled platform for supporting healthy lifestyles.
Proceedings of the Symposium on Applied Computing, 2017

Opinion Mining with a Clause-Based Approach.
Proceedings of the Semantic Web Challenges, 2017

The IRMUDOSA System at ESWC-2017 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges, 2017

Aspect-Based Opinion Mining Using Knowledge Bases.
Proceedings of the Semantic Web Challenges, 2017

A Branching Strategy For Unsupervised Aspect-based Sentiment Analysis.
Proceedings of the 3rd International Workshop at ESWC on Emotions, 2017

Extracting Linguistic Features From Opinion Data Streams For Multi-Domain Sentiment Analysis.
Proceedings of the 3rd International Workshop at ESWC on Emotions, 2017

Combining Natural Language Processing Approaches for Rule Extraction from Legal Documents.
Proceedings of the AI Approaches to the Complexity of Legal Systems, 2017

2016
Fuzzy Labeling for Abstract Argumentation: An Empirical Evaluation.
Proceedings of the Scalable Uncertainty Management - 10th International Conference, 2016

Translating Ontologies in Real-World Settings.
Proceedings of the Semantic Web - ISWC 2016, 2016

The ESSOT System Goes Wild: an Easy Way For Translating Ontologies.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

Healthy Lifestyle Support: The PerKApp Ontology.
Proceedings of the OWL: - Experiences and Directions - Reasoner Evaluation, 2016

An Information Retrieval Based Approach for Multilingual Ontology Matching.
Proceedings of the Natural Language Processing and Information Systems, 2016

ESSOT: An Expert Supporting System for Ontology Translation.
Proceedings of the Natural Language Processing and Information Systems, 2016

DRANZIERA: An Evaluation Protocol For Multi-Domain Opinion Mining.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

PerKApp: A context aware motivational system for healthier lifestyles.
Proceedings of the IEEE International Smart Cities Conference, 2016

SMACk: An Argumentation Framework for Opinion Mining.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Exploiting Propositions for Opinion Mining.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Polarity Classification for Target Phrases in Tweets: A Word2Vec Approach.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

The IRMUDOSA System at ESWC-2016 Challenge on Semantic Sentiment Analysis.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

A Knowledge-Based Approach for Aspect-Based Opinion Mining.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Towards Unsupervised Approaches For Aspects Extraction.
Proceedings of the Joint Proceedings of the 2th Workshop on Emotions, 2016

Challenge on Fine-Grained Sentiment Analysis Within ESWC2016.
Proceedings of the Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29, 2016

Enriching a Small Artwork Collection Through Semantic Linking.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Knowledge Extraction for Information Retrieval.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

2015
Propagating and Aggregating Fuzzy Polarities for Concept-Level Sentiment Analysis.
Cogn. Comput., 2015

Composing Cognitive Agents from Behavioural Models in PRESTO.
Proceedings of the 16th Workshop "From Objects to Agents", 2015

Supporting Multilingual Ontology Matching With MoKi.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Exploiting multilinguality for ontology matching purposes.
Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015), 2015

Multilingual Ontology Mapping in Practice: A Support System for Domain Experts.
Proceedings of the Semantic Web - ISWC 2015, 2015

SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Exploiting multilinguality for creating mappings between thesauri.
Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Ontology-driven linked open (meta-) data services for e-research systems.
Proceedings of the 19th Panhellenic Conference on Informatics, 2015

An Ontology for Supporting the Evolution of Virtual Reality Scenarios.
Proceedings of the Ontology Engineering, 2015

Developing an Ontology for Autonomous Entities in a Virtual Reality: The PRESTO Experience.
Proceedings of the Modelling and Simulation for Autonomous Systems, 2015

Worker-Driven Improvement of Processes in Smart Factories.
Proceedings of the Mensch und Computer 2015, 2015

ESWC 15 Challenge on Concept-Level Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenges, 2015

An Information Retrieval-Based System for Multi-domain Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenges, 2015

Using Ontologies for Modeling Virtual Reality Scenarios.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Supervised Opinion Frames Detection with RAID.
Proceedings of the Semantic Web Evaluation Challenges, 2015


Collaborative Subject-oriented Workplace Re-design.
Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014
SimBa: A novel similarity-based crossover for neuro-evolution.
Neurocomputing, 2014

TEX-OWL: a Latex-Style Syntax for authoring OWL 2 ontologies.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Semantic-Based Process Analysis.
Proceedings of the Semantic Web - ISWC 2014, 2014

Using Fuzzy Logic For Multi-Domain Sentiment Analysis.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

A term-based approach for matching multilingual thesauri.
Proceedings of the 9th International Workshop on Ontology Matching collocated with the 13th International Semantic Web Conference (ISWC 2014), 2014

Modeling and Monitoring Processes exploiting Semantic Reasoning.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Authoring OWL 2 Ontologies with the TEX-OWL Syntax.
Proceedings of the 11th International Workshop on OWL: Experiences and Directions (OWLED 2014) co-located with 13th International Semantic Web Conference on (ISWC 2014), 2014

Modeling, Managing, Exposing, and Linking Ontologies with a Wiki-based Tool.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A Gold Standard for CLIR evaluation in the Organic Agriculture Domain.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A Fuzzy System for Concept-Level Sentiment Analysis.
Proceedings of the Semantic Web Evaluation Challenge, 2014

Using Semantic and Domain-Based Information in CLIR Systems.
Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

Collaborative Management of Multilingual Ontologies.
Proceedings of the Towards the Multilingual Semantic Web, 2014

A Neuro-Evolutionary Approach to Electrocardiographic Signal Classification.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
Modeling and Monitoring Business Process Execution.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Multilingual MoKi: How to Manage Multilingual Ontologies in a Wiki.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Guiding the Evolution of a Multilingual Ontology in a Concrete Setting.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Reasoning-Based Techniques for Dealing with Incomplete Business Process Execution Traces.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012
Multidimensional relevance: Prioritized aggregation in a personalized Information Retrieval setting.
Inf. Process. Manag., 2012

A Neuro-Evolutionary Corpus-Based Method for Word Sense Disambiguation.
IEEE Intell. Syst., 2012

A conceptual representation of documents and queries for information retrieval systems by using light ontologies.
Expert Syst. Appl., 2012

Evaluating the Impact of Ontology Evolution Patterns on the Effectiveness of Resources Retrieval.
Proceedings of the 2nd Joint Workshop on Knowledge Evolution and Ontology Dynamics, 2012

Electrocardiographic Signal Classification with Evolutionary Artificial Neural Networks.
Proceedings of the Applications of Evolutionary Computation, 2012

A Neuro-evolutionary Approach to Intraday Financial Modeling.
Proceedings of the Applications of Evolutionary Computation, 2012

Achieving Interoperability through Semantic Technologies in the Public Administration.
Proceedings of the Semantic Web: Research and Applications, 2012

Ontology Evolution with Semantic Wikis.
Proceedings of the Advanced Information Systems Engineering Workshops, 2012

2011
Wiki-Based Conceptual Modeling: An Experience with the Public Administration.
Proceedings of the Semantic Web - ISWC 2011, 2011

SimBa-2: Improving a novel similarity-based crossover for the evolution of artificial neural networks.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Part-Of-Speech Lexicographic Encoding for an Evolutionary Word Sense Disambiguation Approach.
Proceedings of the Applications of Evolutionary Computation, 2011

Using Evolutionary Neural Networks to Test the Influence of the Choice of Numeraire on Financial Time Series Modeling.
Proceedings of the Applications of Evolutionary Computation, 2011

2010
Ontology-Based Document and Query Representation May Improve the Effectiveness of Information Retrieval.
Proceedings of the STAIRS 2010, 2010

Learning Fuzzy Models of User Interests in a Semantic Information Retrieval System.
Proceedings of the STAIRS 2010, 2010

A Novel Similarity-Based Crossover for Artificial Neural Network Evolution.
Proceedings of the Parallel Problem Solving from Nature, 2010

User Evaluation of Multidimensional Relevance Assessment.
Proceedings of the IIR 2010, 2010

An Ontological Representation of Documents and Queries for Information Retrieval Systems.
Proceedings of the IIR 2010, 2010

2009
Multidimensional Relevance: A New Aggregation Criterion.
Proceedings of the Advances in Information Retrieval, 2009

A Prioritized "And" Aggregation Operator for Multidimensional Relevance Assessment.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

A Lexicographic Encoding for Word Sense Disambiguation with Evolutionary Neural Networks.
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008
Evolving Neural Networks for Word Sense Disambiguation.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007
Evolutionary algorithms for reasoning in fuzzy description logics with fuzzy quantifiers.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007


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