Pubblicazioni

Elenco di pubblicazioni prodotte dai membri del laboratorio SMDC

89 dati « 1 di 2 »

2022

Brand, Erik; Roitero, Kevin; Soprano, Michael; Rahimi, Afshin; Demartini, Gianluca

A Neural Model to Jointly Predict and Explain Truthfulness of Statements Journal Article

In: J. Data and Information Quality, 2022, ISSN: 1936-1955, (Just Accepted).

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Qu, Yunke; Barbera, David La; Roitero, Kevin; Mizzaro, Stefano; Spina, Damiano; Demartini, Gianluca

Combining Human and Machine Confidence in Truthfulness Assessment Journal Article

In: J. Data and Information Quality, 2022, ISSN: 1936-1955, (Just Accepted).

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Soprano, Michael; Roitero, Kevin; Bona, Francesco Bombassei De; Mizzaro, Stefano

Crowd_Frame: A Simple and Complete Framework to Deploy Complex Crowdsourcing Tasks Off-the-Shelf Inproceedings

In: Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining, pp. 1605–1608, Association for Computing Machinery, Virtual Event, AZ, USA, 2022, ISBN: 9781450391320.

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Roitero, Kevin; Checco, Alessandro; Mizzaro, Stefano; Demartini, Gianluca

Preferences on a Budget: Prioritizing Document Pairs When Crowdsourcing Relevance Judgments Inproceedings

In: Proceedings of the ACM Web Conference 2022, pp. 319–327, Association for Computing Machinery, Virtual Event, Lyon, France, 2022, ISBN: 9781450390965.

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Barbera, David La; Roitero, Kevin; Mackenzie, Joel; Damiano, Spina; Demartini, Gianluca; Mizzaro, Stefano

BUM at CheckThat! 2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval Inproceedings

In: andd Ferro Faggioli, Nicola Guglielmo; Hanbury, Allan; Potthast, Martin (Ed.): Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, 2022.

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Draws, Tim; Barbera, David La; Soprano, Michael; Roitero, Kevin; Ceolin, Davide; Checco, Alessandro; Mizzaro, Stefano

The Effects of Crowd Worker Biases in Fact-Checking Tasks Inproceedings

In: 2022 ACM Conference on Fairness, Accountability, and Transparency, pp. 2114–2124, Association for Computing Machinery, Seoul, Republic of Korea, 2022, ISBN: 9781450393522.

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Ceolin, Davide; Primiero, Giuseppe; Soprano, Michael; Wielemaker, Jan

Transparent assessment of information quality of online reviews using formal argumentation theory Journal Article

In: Information Systems, pp. 102107, 2022, ISSN: 0306-4379.

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2021

Brand, Erik; Roitero, Kevin; Soprano, Michael; Demartini, Gianluca

E-BART: Jointly Predicting and Explaining Truthfulness Inproceedings

In: Augenstein, Isabelle; Papotti, Paolo; Wright, Dustin (Ed.): Proceedings of the 2021 Truth and Trust Online Conference (TTO 2021), Virtual, October 7-8, 2021, pp. 18–27, Hacks Hackers, 2021.

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Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Luise, Massimiliano De; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca

Can The Crowd Judge Truthfulness? A Longitudinal Study on Recent Misinformation About COVID-19 Journal Article

In: Personal and Ubiquitous Computing, 2021, ISSN: 1617-4917.

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Soprano, Michael; Roitero, Kevin; Barbera, David La; Ceolin, Davide; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca

The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale Journal Article

In: Information Processing & Management, vol. 58, no. 6, pp. 102710, 2021, ISSN: 0306-4573.

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Ceolin, Davide; Primiero, Giuseppe; Wielemaker, Jan; Soprano, Michael

Assessing the Quality of Online Reviews Using Formal Argumentation Theory Inproceedings

In: Brambilla, Marco; Chbeir, Richard; Frasincar, Flavius; Manolescu, Ioana (Ed.): Web Engineering, pp. 71–87, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-74296-6.

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Qu, Yunke; Roitero, Kevin; Mizzaro, Stefano; Spina, Damiano; Demartini, Gianluca

Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence Inproceedings

In: Augenstein, Isabelle; Papotti, Paolo; Wright, Dustin (Ed.): Proceedings of the 2021 Truth and Trust Online Conference (TTO 2021), Virtual, October 7-8, 2021, pp. 40–49, Hacks Hackers, 2021.

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Roitero, Kevin; Portelli, Beatrice; Popescu, Mihai Horia; Mea, Vincenzo Della

DiLBERT: Cheap Embeddings for Disease Related Medical NLP Journal Article

In: IEEE Access, vol. 9, pp. 159714-159723, 2021.

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Demartini, Gianluca; Roitero, Kevin; Mizzaro, Stefano

Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal Journal Article

In: CoRR, vol. abs/2110.13504, 2021.

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Conde-Sousa, Eduardo; Vale, João; Feng, Ming; Xu, Kele; Wang, Yin; Mea, Vincenzo Della; Barbera, David La; Montahaei, Ehsan; Baghshah, Mahdieh Soleymani; Turzynski, Andreas; Gildenblat, Jacob; Klaiman, Eldad; Hong, Yiyu; Aresta, Guilherme; Araújo, Teresa; Aguiar, Paulo; Eloy, Catarina; Polónia, António

HEROHE Challenge: assessing HER2 status in breast cancer without immunohistochemistry or in situ hybridization Miscellaneous

2021.

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Barbera, David La; Roitero, Kevin; Mizzaro, Stefano; Mea, Vincenzo Della; Valent, Francesca

A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report Inproceedings

In: 2021 IEEE International Conference on Digital Health (ICDH), pp. 209-211, 2021.

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2020

Barbera, David La; Polónia, António; Roitero, Kevin; Conde-Sousa, Eduardo; Mea, Vincenzo Della

Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning Journal Article

In: Journal of Imaging, vol. 6, no. 9, 2020, ISSN: 2313-433X.

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Roitero, Kevin; Soprano, Michael; Fan, Shaoyang; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca

Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background Inproceedings

In: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 439–448, Association for Computing Machinery, Virtual Event, China, 2020, ISBN: 9781450380164.

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Roitero, Kevin; Culpepper, Shane J; Sanderson, Mark; Scholer, Falk; Mizzaro, Stefano

Fewer topics? A million topics? Both?! On topics subsets in test collections Journal Article

In: Inf. Retr. J., vol. 23, no. 1, pp. 49–85, 2020.

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Han, Lei; Maddalena, Eddy; Checco, Alessandro; Sarasua, Cristina; Gadiraju, Ujwal; Roitero, Kevin; Demartini, Gianluca

Crowd Worker Strategies in Relevance Judgment Tasks Inproceedings

In: Proceedings of the 13th International Conference on Web Search and Data Mining, pp. 241–249, Association for Computing Machinery, Houston, TX, USA, 2020, ISBN: 9781450368223.

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Roitero, Kevin; Brunello, Andrea; Serra, Giuseppe; Mizzaro, Stefano

Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations Journal Article

In: Information Processing & Management, vol. 57, no. 2, pp. 102149, 2020, ISSN: 0306-4573.

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Roitero, Kevin; Soprano, Michael; Portelli, Beatrice; Spina, Damiano; Mea, Vincenzo Della; Serra, Giuseppe; Mizzaro, Stefano; Demartini, Gianluca

The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively? Inproceedings

In: Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM2020). Galway, Ireland (Online). October 19-23, 2020. Conference Rank: GGS A+, Core A, pp. 1305–1314, Association for Computing Machinery, Virtual Event, Ireland, 2020, ISBN: 9781450368599.

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Roitero, Kevin; Soprano, Michael; Fan, Shaoyang; Spina, Damiano; Mizzaro, Stefano; Demartini, Gianluca

Can The Crowd Identify Misinformation Objectively? The Effects of Judgment Scale and Assessor's Background Inproceedings

In: Proceedings of the 43st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020). Xi’an, China (Online). July 25-30, 2020. Conference Rank: GGS A++, Core A*, pp. 439–448, Association for Computing Machinery, Virtual Event, China, 2020, ISBN: 9781450380164.

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Barbera, David La; Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano; Spina, Damiano

Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias Inproceedings

In: Jose, Joemon M.; Yilmaz, Emine; Magalhães, João; Castells, Pablo; Ferro, Nicola; Silva, Mário J.; Martins, Flávio (Ed.): Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II, pp. 207–214, Springer, 2020.

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Demartini, Gianluca; Mizzaro, Stefano; Spina, Damiano

Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities Journal Article

In: IEEE Data Eng. Bull., vol. 43, no. 3, pp. 65–74, 2020.

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Barbera, David La; Polónia, António; Roitero, Kevin; Conde-Sousa, Eduardo; Mea, Vincenzo Della

Detection of HER2 from Haematoxylin-Eosin Slides Through a Cascade of Deep Learning Classifiers via Multi-Instance Learning Journal Article

In: Journal of Imaging, vol. 6, no. 9, 2020, ISSN: 2313-433X.

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Roitero, Kevin; Carterette, Ben; Mehrotra, Rishabh; Lalmas, Mounia

Leveraging Behavioral Heterogeneity Across Markets for Cross-Market Training of Recommender Systems Book Chapter

In: Companion Proceedings of the Web Conference 2020, pp. 694–702, Association for Computing Machinery, New York, NY, USA, 2020, ISBN: 9781450370240.

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Roitero, Kevin; Bozzato, Cristian; Mea, Vincenzo Della; Mizzaro, Stefano; Serra, Giuseppe

Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT. Inproceedings

In: SIIRH@ ECIR, 2020.

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2019

Roitero, Kevin; Soprano, Michael; Mizzaro, Stefano

Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models Inproceedings

In: CEUR Workshop Proceedings, pp. 2, CEUR-WS, 2019.

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Han, L; Roitero, K; Gadiraju, U; Sarasua, C; Checco, A; Maddalena, E; Demartini, G

The Impact of Task Abandonment in Crowdsourcing Journal Article

In: IEEE Transactions on Knowledge & Data Engineering, no. 01, pp. 1-1, 2019, ISSN: 1558-2191.

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Kevin,; J, Culpepper Shane; Mark, Sanderson; Falk, Scholer; Roitero, Mizzaro Stefano

Fewer topics? A million topics? Both?! On topics subsets in test collections Journal Article

In: Information Retrieval Journal, 2019, ISSN: 1573-7659.

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Roitero, Kevin; Mizzaro, Stefano; Soprano, Michael

Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models Inproceedings

In: Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019., pp. 6–7, 2019.

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Soprano, Michael; Roitero, Kevin; Mizzaro, Stefano

HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis Inproceedings

In: Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019., pp. 70–82, 2019.

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Zampieri, Fabio; Roitero, Kevin; Culpepper, Shane J; Kurland, Oren; Mizzaro, Stefano

On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components Inproceedings

In: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019., pp. 909–912, 2019.

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Han, Lei; Roitero, Kevin; Gadiraju, Ujwal; Sarasua, Cristina; Checco, Alessandro; Maddalena, Eddy; Demartini, Gianluca

All Those Wasted Hours: On Task Abandonment in Crowdsourcing Inproceedings

In: Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019, pp. 321–329, 2019.

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Soprano, Michael; Mizzaro, Stefano

Crowdsourcing Peer Review: As We May Do Inproceedings

In: Manghi, Paolo; Candela, Leonardo; Silvello, Gianmaria (Ed.): Digital Libraries: Supporting Open Science, pp. 259–273, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-11226-4.

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Roitero, Kevin; Brunello, Andrea; Urbano, Julián; Mizzaro, Stefano

Towards Stochastic Simulations of Relevance Profiles Inproceedings

In: Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp. 2217–2220, Association for Computing Machinery, Beijing, China, 2019, ISBN: 9781450369763.

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Han, Lei; Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano; Demartini, Gianluca

On Transforming Relevance Scales Inproceedings

In: Proceedings of the 28th ACM International Conference on Information and Knowledge Management, pp. 39–48, Association for Computing Machinery, Beijing, China, 2019, ISBN: 9781450369763.

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Soprano, Kevin Roitero

Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models Inproceedings

In: Agosti, Maristella; Buccio, Emanuele Di; Melucci, Massimo; Mizzaro, Stefano; Pasi, Gabriella; Silvestri, Fabrizio (Ed.): Proceedings of the 10th Italian Information Retrieval Workshop, Padova, Italy, September 16-18, 2019, pp. 6–7, CEUR-WS.org, 2019.

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Soprano, Michael; Roitero, Kevin; Mizzaro, Stefano

HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis Inproceedings

In: Chandrasekaran, Muthu Kumar; Mayr, Philipp (Ed.): Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 25, 2019, pp. 70–82, CEUR-WS.org, 2019.

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Soprano, Michael; Mizzaro, Stefano

Crowdsourcing Peer Review: As We May Do Inproceedings

In: Manghi, Paolo; Candela, Leonardo; Silvello, Gianmaria (Ed.): Digital Libraries: Supporting Open Science - 15th Italian Research Conference on Digital Libraries, IRCDL 2019, Pisa, Italy, January 31 - February 1, 2019, Proceedings, pp. 259–273, Springer, 2019.

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Soprano, Michael; Mizzaro, Stefano

Crowdsourcing Peer Review in the Digital Humanities? Inproceedings

In: Book of Abstracts, 8th AIUCD Conference 2019 – Pedagogy, Teaching, and Research in the Age of Digital Humanities, page 251. Udine, Italy, 2019, pp. 251, Udine, Italy, 2019, ISBN: 9788894253535.

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2018

Roitero, Kevin; Spina, Damiano; Demartini, Gianluca; Mizzaro, Stefano

How Many Truth Levels? Six? One Hundred? Even more? Validating Truthfulness of Statements via Crowdsourcing Inproceedings

In: To appear in RDSM 2018 : Workshop on Rumours and Deception in Social Media., 2018.

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Roitero, Kevin; Soprano, Michael; Mizzaro, Stefano

Effectiveness Evaluation with a Subset of Topics: A Practical Approach Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 1145–1148, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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Roitero, Kevin; Maddalena, Eddy; Ponte, Yannick; Mizzaro, Stefano

IRevalOO: An Object Oriented Framework for Retrieval Evaluation Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 913–916, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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Roitero, Kevin

CHEERS: CHeap & Engineered Evaluation of Retrieval Systems Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 1467, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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Roitero, Kevin; Maddalena, Eddy; Demartini, Gianluca; Mizzaro, Stefano

On Fine-Grained Relevance Scales Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 675–684, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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Mizzaro, Stefano; Mothe, Josiane; Roitero, Kevin; Ullah, Md Zia

Query Performance Prediction and Effectiveness Evaluation Without Relevance Judgments: Two Sides of the Same Coin Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 1233–1236, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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Amigó, Enrique; Giner, Fernando; Mizzaro, Stefano; Spina, Damiano

A Formal Account of Effectiveness Evaluation and Ranking Fusion Inproceedings

In: Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, pp. 123–130, Association for Computing Machinery, Tianjin, China, 2018, ISBN: 9781450356565.

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Amigó, Enrique; Fang, Hui; Mizzaro, Stefano; Zhai, ChengXiang

Are We on the Right Track? An Examination of Information Retrieval Methodologies Inproceedings

In: The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp. 997–1000, Association for Computing Machinery, Ann Arbor, MI, USA, 2018, ISBN: 9781450356572.

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89 dati « 1 di 2 »