Kevin Roitero

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 71

Top Topics

Information Retrieval

Recommender Systems

Top Venues

Inf. Process. Manag.

Publications

Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
Cognitive Biases in Fact-Checking and Their Countermeasures: A Review. Inf. Process. Manag. 61 (2) (2024)
Kevin Roitero, David La Barbera, Michael Soprano, Gianluca Demartini, Stefano Mizzaro, Tetsuya Sakai
How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments. ACM Trans. Inf. Syst. 42 (1) (2024)
Francesca Da Ros, Luca Di Gaspero, Kevin Roitero, David La Barbera, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent, Laura Deroma
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region. J. Heal. Informatics Res. 8 (2) (2024)
Xia Zeng, David La Barbera, Kevin Roitero, Arkaitz Zubiaga, Stefano Mizzaro
Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection. SIGIR (2024)
David La Barbera, Eddy Maddalena, Michael Soprano, Kevin Roitero, Gianluca Demartini, Davide Ceolin, Damiano Spina, Stefano Mizzaro
Crowdsourced Fact-checking: Does It Actually Work? Inf. Process. Manag. 61 (5) (2024)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Data Bias Management. Commun. ACM 67 (1) (2024)
Giulia Lucrezia Baroni, Laura Rasotto, Kevin Roitero, Angelica Tulisso, Carla Di Loreto, Vincenzo Della Mea
Optimizing Vision Transformers for Histopathology: Pretraining and Normalization in Breast Cancer Classification. J. Imaging 10 (5) (2024)
Yunke Qu, Kevin Roitero, David La Barbera, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Combining Human and Machine Confidence in Truthfulness Assessment. ACM J. Data Inf. Qual. 15 (1) (2023)
Giulia Baroni, Laura Rasotto, Kevin Roitero, Ameer Hamza Siraj, Vincenzo Della Mea
Vision Transformers for Breast Cancer Histology Image Classification. ICIAP Workshops (2) (2023)
Kevin Roitero, Andrea Martinuzzi, Maria Teresa Armellin, Gabriella Paparella, Alberto Maniero, Vincenzo Della Mea
Automated ICF Coding of Rehabilitation Notes for Low-Resource Languages via Continual Training of Language Models. MIE (2023)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. Pers. Ubiquitous Comput. 27 (1) (2023)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Data Bias Management. CoRR (2023)
Michael Soprano, Kevin Roitero, Vincenzo Della Mea, Stefano Mizzaro
Towards a Conversational-Based Agent for Health Services. Ital-IA (2023)
Kevin Roitero, Beatrice Portelli, Giuseppe Serra, Vincenzo Della Mea, Stefano Mizzaro, Gianni Cerro, Michele Vitelli, Mario Molinara
Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform. IEEE Access 11 (2023)
Erik Brand, Kevin Roitero, Michael Soprano, Afshin Rahimi, Gianluca Demartini
A Neural Model to Jointly Predict and Explain Truthfulness of Statements. ACM J. Data Inf. Qual. 15 (1) (2023)
David La Barbera, Kevin Roitero, Stefano Mizzaro
Combining human intelligence and machine learning for fact-checking: Towards a hybrid human-in-the-loop framework. Intelligenza Artificiale 17 (2) (2023)
David La Barbera, Michael Soprano, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro
Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned. IIR (2023)
Davide Ceolin, Kevin Roitero, Furong Guo
Predicting Crowd Workers Performance: An Information Quality Case. ICWE (2023)
Mihai Horia Popescu, Kevin Roitero, Vincenzo Della Mea
Explainable Classification of Medical Documents Through a Text-to-Text Transformer. HC@AIxIA (2022)
David La Barbera, Kevin Roitero, Joel Mackenzie, Damiano Spina, Gianluca Demartini, Stefano Mizzaro
BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval. CLEF (Working Notes) (2022)
Kevin Roitero, Alessandro Checco, Stefano Mizzaro, Gianluca Demartini
Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments. WWW (2022)
David La Barbera, Kevin Roitero, Stefano Mizzaro
A Hybrid Human-In-The-Loop Framework for Fact Checking. NL4AI@AI*IA (2022)
Michael Soprano, Kevin Roitero, Francesco Bombassei De Bona, Stefano Mizzaro
Crowd_Frame: A Simple and Complete Framework to Deploy Complex Crowdsourcing Tasks Off-the-shelf. WSDM (2022)
Tim Draws, David La Barbera, Michael Soprano, Kevin Roitero, Davide Ceolin, Alessandro Checco, Stefano Mizzaro
The Effects of Crowd Worker Biases in Fact-Checking Tasks. FAccT (2022)
Sara Ceschia, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Luca Di Gaspero, Andrea Schaerf
Task design in complex crowdsourcing experiments: Item assignment optimization. Comput. Oper. Res. 148 (2022)
Francesca Da Ros, Luca Di Gaspero, David La Barbera, Vincenzo Della Mea, Kevin Roitero, Laura Deroma, Sabrina Licata, Francesca Valent
A Multi-objective Biased Random-Key Genetic Algorithm for the Siting of Emergency Vehicles. MIC (2022)
Kevin Roitero, Cristina Gattazzo, Andrea Zancola, Vincenzo Della Mea, Stefano Mizzaro
Causal Text-to-Text Transformers for Water Pollution Forecasting. AIABI@AI*IA (2022)
Kevin Roitero, Beatrice Portelli, Mihai Horia Popescu, Vincenzo Della Mea
DiLBERT: Cheap Embeddings for Disease Related Medical NLP. IEEE Access 9 (2021)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Massimiliano De Luise, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
Can the Crowd Judge Truthfulness? A Longitudinal Study on Recent Misinformation about COVID-19. CoRR (2021)
Yunke Qu, Kevin Roitero, Stefano Mizzaro, Damiano Spina, Gianluca Demartini
Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence. TTO (2021)
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale. CoRR (2021)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
The Impact of Task Abandonment in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Gianluca Demartini, Kevin Roitero, Stefano Mizzaro
Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal. CoRR (2021)
Erik Brand, Kevin Roitero, Michael Soprano, Gianluca Demartini
E-BART: Jointly Predicting and Explaining Truthfulness. TTO (2021)
Michael Soprano, Kevin Roitero, David La Barbera, Davide Ceolin, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale. Inf. Process. Manag. 58 (6) (2021)
Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Falk Scholer
On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation. Inf. Process. Manag. 58 (6) (2021)
David La Barbera, Kevin Roitero, Stefano Mizzaro, Vincenzo Della Mea, Francesca Valent
A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report. ICDH (2021)
Mihai Horia Popescu, Kevin Roitero, Stefano Travasci, Vincenzo Della Mea
Automatic Assignment of ICD-10 Codes to Diagnostic Texts using Transformers Based Techniques. ICHI (2021)
Lei Han, Eddy Maddalena, Alessandro Checco, Cristina Sarasua, Ujwal Gadiraju, Kevin Roitero, Gianluca Demartini
Crowd Worker Strategies in Relevance Judgment Tasks. WSDM (2020)
David La Barbera, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina
Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias. ECIR (2) (2020)
Kevin Roitero, Cristian Bozzato, Vincenzo Della Mea, Stefano Mizzaro, Giuseppe Serra
Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT. SIIRH@ECIR (2020)
Kevin Roitero
Cheap IR Evaluation: Fewer Topics, No Relevance Judgements, and Crowdsourced Assessments. CoRR (2020)
Kevin Roitero
Cheap IR evaluation: fewer topics, no relevance judgements, and crowdsourced assessments. SIGIR Forum 54 (2) (2020)
Vincenzo Della Mea, Mihai Horia Popescu, Kevin Roitero
Underlying Cause of Death Identification from Death Certificates via Categorical Embeddings and Convolutional Neural Networks. ICHI (2020)
Kevin Roitero, Andrea Brunello, Giuseppe Serra, Stefano Mizzaro
Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations. Inf. Process. Manag. 57 (2) (2020)
Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background. CoRR (2020)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? CoRR (2020)
Kevin Roitero, Michael Soprano, Beatrice Portelli, Damiano Spina, Vincenzo Della Mea, Giuseppe Serra, Stefano Mizzaro, Gianluca Demartini
The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? CIKM (2020)
David La Barbera, António Polónia, Kevin Roitero, Eduardo Conde-Sousa, Vincenzo Della Mea
Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning. J. Imaging 6 (9) (2020)
Kevin Roitero, J. Shane Culpepper, Mark Sanderson, Falk Scholer, Stefano Mizzaro
Fewer topics? A million topics? Both?! On topics subsets in test collections. Inf. Retr. J. 23 (1) (2020)
Kevin Roitero, Ben Carterette, Rishabh Mehrotra, Mounia Lalmas
Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems. WWW (Companion Volume) (2020)
Kevin Roitero, Michael Soprano, Shaoyang Fan, Damiano Spina, Stefano Mizzaro, Gianluca Demartini
Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background. SIGIR (2020)
Kevin Roitero, Stefano Mizzaro, Michael Soprano
Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models. IIR (2019)
Michael Soprano, Kevin Roitero, Stefano Mizzaro
HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis. BIRNDL@SIGIR (2019)
Lei Han, Kevin Roitero, Ujwal Gadiraju, Cristina Sarasua, Alessandro Checco, Eddy Maddalena, Gianluca Demartini
All Those Wasted Hours: On Task Abandonment in Crowdsourcing. WSDM (2019)
Fabio Zampieri, Kevin Roitero, J. Shane Culpepper, Oren Kurland, Stefano Mizzaro
On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components. SIGIR (2019)
Lei Han, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini
On Transforming Relevance Scales. CIKM (2019)
Kevin Roitero, Andrea Brunello, Julián Urbano, Stefano Mizzaro
Towards Stochastic Simulations of Relevance Profiles. CIKM (2019)
Stefano Mizzaro, Josiane Mothe, Kevin Roitero, Md Zia Ullah
Query Performance Prediction and Effectiveness Evaluation Without Relevance Judgments: Two Sides of the Same Coin. SIGIR (2018)
Kevin Roitero, Gianluca Demartini, Stefano Mizzaro, Damiano Spina
How Many Truth Levels? Six? One Hundred? Even More? Validating Truthfulness of Statements via Crowdsourcing. CIKM Workshops (2018)
Kevin Roitero, Eddy Maddalena, Yannick Ponte, Stefano Mizzaro
IRevalOO: An Object Oriented Framework for Retrieval Evaluation. SIGIR (2018)
Kevin Roitero
CHEERS: CHeap & Engineered Evaluation of Retrieval Systems. SIGIR (2018)
Kevin Roitero, Michael Soprano, Stefano Mizzaro
Effectiveness Evaluation with a Subset of Topics: A Practical Approach. SIGIR (2018)
Kevin Roitero, Eddy Maddalena, Gianluca Demartini, Stefano Mizzaro
On Fine-Grained Relevance Scales. SIGIR (2018)
Kevin Roitero, Michael Soprano, Andrea Brunello, Stefano Mizzaro
Reproduce and Improve: An Evolutionary Approach to Select a Few Good Topics for Information Retrieval Evaluation. ACM J. Data Inf. Qual. 10 (3) (2018)
Kevin Roitero, Marco Passon, Giuseppe Serra, Stefano Mizzaro
Reproduce. Generalize. Extend. On Information Retrieval Evaluation without Relevance Judgments. ACM J. Data Inf. Qual. 10 (3) (2018)
Eddy Maddalena, Kevin Roitero, Gianluca Demartini, Stefano Mizzaro
Considering Assessor Agreement in IR Evaluation. ICTIR (2017)
Kevin Roitero, Stefano Mizzaro, Giuseppe Serra
Economic Evaluation of Recommender Systems: A Proposal. IIR (2017)
Kevin Roitero, Eddy Maddalena, Stefano Mizzaro
Do Easy Topics Predict Effectiveness Better Than Difficult Topics? ECIR (2017)
Alessandro Checco, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro, Gianluca Demartini
Let's Agree to Disagree: Fixing Agreement Measures for Crowdsourcing. HCOMP (2017)
Kevin Roitero, Stefano Mizzaro
Improving the Efficiency of Retrieval Effectiveness Evaluation: Finding a Few Good Topics with Clustering? IIR (2016)