Publications

List (non-exhaustive) of publications produced by the members of the laboratory.

118 entries « 1 of 3 »

2024

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

Crowdsourced Fact-checking: Does It Actually Work? Journal Article

In: Information Processing & Management, vol. 61, no. 5, pp. 103792, 2024, ISSN: 0306-4573, (Journal Ranks: Journal Citation Reports (JCR) Q1 (2023), Scimago (SJR) Q1 (2023)).

Abstract | Links | BibTeX

Baroni, Giulia Lucrezia; Rasotto, Laura; Roitero, Kevin; Tulisso, Angelica; Loreto, Carla Di; Mea, Vincenzo Della

Optimizing Vision Transformers for Histopathology: Pretraining and Normalization in Breast Cancer Classification Journal Article

In: Journal of Imaging, vol. 10, no. 5, 2024, ISSN: 2313-433X.

Abstract | Links | BibTeX

Fiorin, Alessio; Pablo, Carlos López; Lejeune, Marylène; Siraj, Ameer Hamza; Mea, Vincenzo Della

Enhancing AI Research for Breast Cancer: A Comprehensive Review of Tumor-Infiltrating Lymphocyte Datasets Journal Article

In: Journal of Imaging Informatics in Medicine, 2024, ISSN: 2948-2933.

Abstract | Links | BibTeX

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

Cognitive Biases in Fact-Checking and Their Countermeasures: A Review Journal Article

In: Information Processing & Management, vol. 61, no. 3, pp. 103672, 2024, ISSN: 0306-4573.

Abstract | Links | BibTeX

Baroni, Giulia L.; Rasotto, Laura; Roitero, Kevin; Siraj, Ameer Hamza; Mea, V. Della

Vision Transformers for Breast Cancer Histology Image Classification Proceedings Article

In: Foresti, Gian Luca; Fusiello, Andrea; Hancock, Edwin (Ed.): Image Analysis and Processing - ICIAP 2023 Workshops, pp. 15–26, Springer Nature Switzerland, Cham, 2024, ISBN: 978-3-031-51026-7.

Abstract | Links | BibTeX

Ros, Francesca Da; Gaspero, Luca Di; Roitero, Kevin; Barbera, David La; Mizzaro, Stefano; Mea, Vincenzo Della; Valent, Francesca; Deroma, Laura

Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region Journal Article

In: Journal of Healthcare Informatics Research, 2024, ISSN: 2509-498X.

Abstract | Links | BibTeX

2023

Demartini, Gianluca; Roitero, Kevin; Mizzaro, Stefano

Data Bias Management Journal Article

In: Commun. ACM, vol. 67, no. 1, pp. 28–32, 2023, ISSN: 0001-0782.

Abstract | Links | BibTeX

Soprano, Michael; Roitero, Kevin; Mea, Vincenzo Della; Mizzaro, Stefano

Towards a Conversational-Based Agent for Health Services Proceedings Article

In: Falchi, Fabrizio; Giannotti, Fosca; Monreale, Anna; Boldrini, Chiara; Rinzivillo, Salvatore; Colantonio, Sara (Ed.): Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence, pp. 278–283, CEUR-WS.org, Pisa, Italy, 2023.

Abstract | Links | BibTeX

Barbera, David La; Soprano, Michael; Roitero, Kevin; Maddalena, Eddy; Mizzaro, Stefano

Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned Proceedings Article

In: Nardini, Franco Maria; Tonelotto, Nicola; Faggioli, Guglielmo; Ferrara, Antonio (Ed.): Proceedings of the 13th Italian Information Retrieval Workshop, pp. 85–90, CEUR-WS.org, Pisa, Italy, 2023.

Abstract | Links | BibTeX

Roitero, Kevin; Barbera, David La; Soprano, Michael; Demartini, Gianluca; Mizzaro, Stefano; Sakai, Tetsuya

How Many Crowd Workers Do I Need? On Statistical Power When Crowdsourcing Relevance Judgments Journal Article

In: ACM Transactions on Information Systems, 2023, ISSN: 1046-8188, (Journal Ranks: Journal Citation Reports (JCR) Q1 (2021), Scimago (SJR) Q1 (2021)).

Abstract | Links | BibTeX

Xie, Haoyu; Maddalena, Eddy; Qarout, Rehab; Checco, Alessandro

The Dark Side of Recruitment in Crowdsourcing: Ethics and Transparency in Micro-Task Marketplaces Journal Article

In: Computer Supported Cooperative Work (CSCW), vol. 32, no. 3, pp. 439-474, 2023, ISSN: 1573-7551.

Abstract | Links | BibTeX

Maddalena, Eddy; Ibáñez, Luis-Daniel; Reeves, Neal; Simperl, Elena

Qrowdsmith: Enhancing Paid Microtask Crowdsourcing with Gamification and Furtherance Incentives Journal Article

In: ACM Trans. Intell. Syst. Technol., 2023, ISSN: 2157-6904, (Just Accepted).

Abstract | Links | BibTeX

Roitero, Kevin; Martinuzzi, Andrea; Armellin, Maria Teresa; Paparella, Gabriella; Maniero, Alberto; Mea, Vincenzo Della

Automated ICF Coding of Rehabilitation Notes for Low-Resource Languages via Continual Training of Language Models Journal Article

In: Studies in Health Technology and Informatics, vol. 302, pp. 763–767, 2023, ISSN: 1879-8365.

Abstract | Links | BibTeX

Ceolin, Davide; Roitero, Kevin; Guo, Furong

Predicting Crowd Workers Performance: An Information Quality Case Proceedings Article

In: Garrigós, Irene; Rodríguez, Juan Manuel Murillo; Wimmer, Manuel (Ed.): Web Engineering, pp. 75–90, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-34444-2.

Abstract | Links | BibTeX

Roitero, Kevin; Portelli, Beatrice; Serra, Giuseppe; Mea, Vincenzo Della; Mizzaro, Stefano; Cerro, Gianni; Vitelli, Michele; Molinara, Mario

Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform Journal Article

In: IEEE Access, vol. 11, pp. 50272–50284, 2023, ISSN: 2169-3536.

Abstract | Links | BibTeX

Amigó, Enrique; Deldjoo, Yashar; Mizzaro, Stefano; Bellogín, Alejandro

A unifying and general account of fairness measurement in recommender systems Journal Article

In: Information Processing & Management, vol. 60, no. 1, pp. 103115, 2023, ISSN: 0306-4573.

Abstract | Links | BibTeX

Amigó, Enrique; Gonzalo, Julio; Mizzaro, Stefano

What is My Problem? Identifying Formal Tasks and Metrics in Data Mining on the Basis of Measurement Theory Journal Article

In: IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 2, pp. 2147–2157, 2023.

Links | BibTeX

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).

Abstract | Links | BibTeX

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).

Abstract | Links | BibTeX

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 Proceedings Article

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.

Abstract | Links | BibTeX

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

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

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

Abstract | Links | BibTeX

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 Proceedings Article

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.

BibTeX

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 Proceedings Article

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

Abstract | Links | BibTeX

Ceschia, Sara; Roitero, Kevin; Demartini, Gianluca; Mizzaro, Stefano; Gaspero, Luca Di; Schaerf, Andrea

Task design in complex crowdsourcing experiments: Item assignment optimization Journal Article

In: Computers & Operations Research, pp. 105995, 2022, ISSN: 0305-0548.

Links | BibTeX

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, vol. 110, pp. 102107, 2022, ISSN: 0306-4379, (Journal Ranks: Journal Citation Reports (JCR) Q2 (2021), Scimago (SJR) Q1 (2021)).

Abstract | Links | BibTeX

Amigó, Enrique; Mizzaro, Stefano; Spina, Damiano

Ranking Interruptus: When Truncated Rankings Are Better and How to Measure That Proceedings Article

In: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 588–598, Association for Computing Machinery, New York, NY, USA, 2022, ISBN: 9781450387323.

Abstract | Links | BibTeX

2021

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

E-BART: Jointly Predicting and Explaining Truthfulness Proceedings Article

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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

Assessing the Quality of Online Reviews Using Formal Argumentation Theory Proceedings Article

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.

Abstract | Links | BibTeX

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

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

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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 Proceedings Article

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

Links | BibTeX

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.

Abstract | Links | BibTeX

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 Proceedings Article

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.

Abstract | Links | BibTeX

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.

Links | BibTeX

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

Crowd Worker Strategies in Relevance Judgment Tasks Proceedings Article

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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? Proceedings Article

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.

Abstract | Links | BibTeX

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 Proceedings Article

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.

Abstract | Links | BibTeX

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

Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias Proceedings Article

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.

Links | BibTeX

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.

Links | BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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

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

In: SIIRH@ ECIR, 2020.

BibTeX

Amigó, Enrique; Gonzalo, Julio; Mizzaro, Stefano; Carrillo-de-Albornoz, Jorge

An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results Proceedings Article

In: Jurafsky, Dan; Chai, Joyce; Schluter, Natalie; Tetreault, Joel (Ed.): Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 3938–3949, Association for Computational Linguistics, Online, 2020.

Abstract | Links | BibTeX

Amigó, Enrique; Mizzaro, Stefano

On the nature of information access evaluation metrics: a unifying framework Journal Article

In: Information Retrieval Journal, vol. 23, no. 3, pp. 318–386, 2020, ISSN: 1573-7659.

Abstract | Links | BibTeX

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

Axiomatic thinking for information retrieval: introduction to special issue Journal Article

In: Information Retrieval Journal, vol. 23, no. 3, pp. 187–190, 2020, ISSN: 1573-7659.

Links | BibTeX

118 entries « 1 of 3 »