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Michael Soprano

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2020 – today

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2024
[j8]
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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): 103672 (2024)
[j7]
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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): 103792 (2024)
[j6]
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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): 21:1-21:26 (2024)
[c14]
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Kevin Roitero, Michael Soprano, David La Barbera, Eddy Maddalena, Stefano Mizzaro:
Enhancing Fact-Checking: From Crowdsourced Validation to Integration with Large Language Models. IIR 2024: 74-77
[c13]
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  - conf/misdoom/SinghSRC24
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Jaspreet Singh, Michael Soprano, Kevin Roitero, Davide Ceolin:
Crowdsourcing Statement Classification to Enhance Information Quality Prediction. MISDOOM 2024: 70-85
2023
[j5]
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  - journals/jdiq/BrandRSRD23
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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): 4:1-4:19 (2023)
[j4]
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  - journals/puc/RoiteroSPLSMSMD23
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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): 59-89 (2023)
[c12]
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David La Barbera, Michael Soprano, Kevin Roitero, Eddy Maddalena, Stefano Mizzaro:
Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned. IIR 2023: 85-90
[c11]
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  - conf/ital-ia/SopranoRMM23
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Michael Soprano, Kevin Roitero, Vincenzo Della Mea, Stefano Mizzaro:
Towards a Conversational-Based Agent for Health Services. Ital-IA 2023: 278-283
2022
[j3]
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  - journals/is/CeolinPSW22
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Davide Ceolin, Giuseppe Primiero, Michael Soprano, Jan Wielemaker:
Transparent assessment of information quality of online reviews using formal argumentation theory. Inf. Syst. 110: 102107 (2022)
[c10]
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  - conf/fat/DrawsBSRCCM22
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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: 2114-2124
[c9]
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  - conf/wsdm/SopranoRBM22
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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: 1605-1608
2021
[j2]
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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): 102710 (2021)
[c8]
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Davide Ceolin, Giuseppe Primiero, Jan Wielemaker, Michael Soprano:
Assessing the Quality of Online Reviews Using Formal Argumentation Theory. ICWE 2021: 71-87
[c7]
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  - conf/tto/BrandRSD21
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Erik Brand, Kevin Roitero, Michael Soprano, Gianluca Demartini:
E-BART: Jointly Predicting and Explaining Truthfulness. TTO 2021: 18-27
[i4]
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  - journals/corr/abs-2107-11755
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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 abs/2107.11755 (2021)
[i3]
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  - journals/corr/abs-2108-01222
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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 abs/2108.01222 (2021)
2020
[c6]
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  - conf/cikm/RoiteroSPSM0MD20
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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: 1305-1314
[c5]
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  - conf/sigir/RoiteroSFSMD20
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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: 439-448
[i2]
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  - journals/corr/abs-2005-06915
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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 abs/2005.06915 (2020)
[i1]
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  - journals/corr/abs-2008-05701
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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 abs/2008.05701 (2020)

2010 – 2019

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2019
[c4]
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Kevin Roitero, Stefano Mizzaro, Michael Soprano:
Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models. IIR 2019: 6-7
[c3]
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  - conf/ircdl/SopranoM19
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Michael Soprano, Stefano Mizzaro:
Crowdsourcing Peer Review: As We May Do. IRCDL 2019: 259-273
[c2]
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  - conf/sigir/SopranoRM19
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Michael Soprano, Kevin Roitero, Stefano Mizzaro:
HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis. BIRNDL@SIGIR 2019: 70-82
2018
[j1]
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  - journals/jdiq/RoiteroSBM18
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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): 12:1-12:21 (2018)
[c1]
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Kevin Roitero, Michael Soprano, Stefano Mizzaro:
Effectiveness Evaluation with a Subset of Topics: A Practical Approach. SIGIR 2018: 1145-1148

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