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2024 Journal Article Cognitive biases in fact-checking and their countermeasures: a reviewSoprano, Michael, Roitero, Kevin, La Barbera, David, Ceolin, Davide, Spina, Damiano, Demartini, Gianluca and Mizzaro, Stefano (2024). Cognitive biases in fact-checking and their countermeasures: a review. Information Processing and Management, 61 (3) 103672. doi: 10.1016/j.ipm.2024.103672 |
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2024 Journal Article Who Determines What Is Relevant? Humans or AI? Why Not Both? : A spectrum of human–AI collaboration in assessing relevanceFaggioli, Guglielmo, Dietz, Laura, Clarke, Charles, Demartini, Gianluca, Hagen, Matthias, Hauff, Claudia, Kando, Noriko, Kanoulas, Evangelos, Potthast, Martin, Stein, Benno and Wachsmuth, Henning (2024). Who Determines What Is Relevant? Humans or AI? Why Not Both? : A spectrum of human–AI collaboration in assessing relevance. Communications of the ACM, 67 (4), 31-34. doi: 10.1145/3624730 |
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2023 Journal Article Data bias managementDemartini, Gianluca, Roitero, Kevin and Mizzaro, Stefano (2023). Data bias management. Communications of the ACM, 67 (1), 28-32. doi: 10.1145/3611641 |
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2023 Journal Article Human-AI cooperation to tackle misinformation and polarizationSpina, Damiano, Sanderson, Mark, Angus, Daniel, Demartini, Gianluca, Mckay, Dana, Saling, Lauren L. and White, Ryen W. (2023). Human-AI cooperation to tackle misinformation and polarization. Communications of the ACM, 66 (7), 40-45. doi: 10.1145/3588431 |
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2020 Journal Article CrowdCO-OP: sharing risks and rewards in crowdsourcingFan, Shaoyang, Gadiraju, Ujwal, Checco, Alessandro and Demartini, Gianluca (2020). CrowdCO-OP: sharing risks and rewards in crowdsourcing. Proceedings of the ACM on Human-Computer Interaction, 4 (CSCW2) 132, 1-24. doi: 10.1145/3415203 |
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2020 Journal Article Adversarial attacks on crowdsourcing quality controlChecco, Alessandro, Bates, Jo and Demartini, Gianluca (2020). Adversarial attacks on crowdsourcing quality control. Journal of Artificial Intelligence Research, 67, 375-408. doi: 10.1613/jair.1.11332 |
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2024 Journal Article Crowdsourced Fact-checking: Does It Actually Work?Barbera, David La, Maddalena, Eddy, Soprano, Michael, Roitero, Kevin, Demartini, Gianluca, Ceolin, Davide, Spina, Damiano and Mizzaro, Stefano (2024). Crowdsourced Fact-checking: Does It Actually Work?. Information Processing & Management, 61 (5) 103792, 103792. doi: 10.1016/j.ipm.2024.103792 |
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2024 Journal Article Longitudinal Loyalty: Understanding The Barriers To Running Longitudinal Studies On Crowdsourcing PlatformsSoprano, Michael, Roitero, Kevin, Gadiraju, Ujwal, Maddalena, Eddy and Demartini, Gianluca (2024). Longitudinal Loyalty: Understanding The Barriers To Running Longitudinal Studies On Crowdsourcing Platforms. ACM Transactions on Social Computing, 7 (1-4), 1-49. doi: 10.1145/3674884 |
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2024 Journal Article Human-AI cooperation to tackle misinformation and polarizationSpina, Damiano, Sanderson, Mark, Angus, Daniel, Demartini, Gianluca, McKay, Dana, Saling, Lauren L. and White, Ryen W. (2024). Human-AI cooperation to tackle misinformation and polarization. Communications of the ACM, 67 (7), 40-45. doi: 10.1145/3588431 |
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2024 Journal Article Editorial: Special Issue on Human in the Loop Data CurationDemartini, Gianluca, Sadiq, Shazia and Yang, Jie (2024). Editorial: Special Issue on Human in the Loop Data Curation. Journal of Data and Information Quality, 16 (1) 3, 1-2. doi: 10.1145/3650209 |
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2024 Journal Article On the impact of showing evidence from peers in crowdsourced truthfulness assessmentsXu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2024). On the impact of showing evidence from peers in crowdsourced truthfulness assessments. ACM Transactions on Information Systems, 42 (3) 87, 1-26. doi: 10.1145/3637872 |
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2024 Journal Article How many crowd workers do I need? On statistical power when crowdsourcing relevance judgmentsRoitero, Kevin, Barbera, David La, Soprano, Michael, Demartini, Gianluca, Mizzaro, Stefano and Sakai, Tetsuya (2024). How many crowd workers do I need? On statistical power when crowdsourcing relevance judgments. ACM Transactions on Information Systems, 42 (1) 21, 1-26. doi: 10.1145/3597201 |
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2023 Journal Article Active learning with feature matching for clinical named entity recognitionLe, Linh, Demartini, Gianluca, Zuccon, Guido, Zhao, Genghong and Zhang, Xia (2023). Active learning with feature matching for clinical named entity recognition. Natural Language Processing Journal, 4 100015, 1-11. doi: 10.1016/j.nlp.2023.100015 |
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2023 Journal Article A data-driven analysis of behaviors in data curation processesHan, Lei, Chen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). A data-driven analysis of behaviors in data curation processes. ACM Transactions on Information Systems, 41 (3) 72, 1-35. doi: 10.1145/3567419 |
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2023 Journal Article DataOps-4G: on supporting generalists in data quality discoveryYu, Shaochen, Chen, Tianwa, Han, Lei, Demartini, Gianluca and Sadiq, Shazia (2023). DataOps-4G: on supporting generalists in data quality discovery. IEEE Transactions on Knowledge and Data Engineering, 35 (5), 4668-4681. doi: 10.1109/tkde.2022.3151605 |
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2023 Journal Article On the role of human and machine metadata in relevance judgment tasksXu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2023). On the role of human and machine metadata in relevance judgment tasks. Information Processing and Management, 60 (2) 103177, 1-14. doi: 10.1016/j.ipm.2022.103177 |
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2022 Journal Article Combining human and machine confidence in truthfulness assessmentQu, Yunke, Barbera, David La, Roitero, Kevin, Mizzaro, Stefano, Spina, Damiano and Demartini, Gianluca (2022). Combining human and machine confidence in truthfulness assessment. Journal of Data and Information Quality, 15 (1) 5, 1-17. doi: 10.1145/3546916 |
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2022 Journal Article Task design in complex crowdsourcing experiments: Item assignment optimizationCeschia, Sara, Roitero, Kevin, Demartini, Gianluca, Mizzaro, Stefano, Di Gaspero, Luca and Schaerf, Andrea (2022). Task design in complex crowdsourcing experiments: Item assignment optimization. Computers and Operations Research, 148 105995, 1-13. doi: 10.1016/j.cor.2022.105995 |
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2022 Journal Article Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022Demartini, Gianluca, Yang, Jie and Sadiq, Shazia (2022). Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022. ACM SIGIR Forum, 56 (2), 1-8. doi: 10.1145/3582900.3582921 |
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2022 Journal Article Analytics of learning tactics and strategies in an online learnersourcing environmentLahza, Hatim, Khosravi, Hassan and Demartini, Gianluca (2022). Analytics of learning tactics and strategies in an online learnersourcing environment. Journal of Computer Assisted Learning, 39 (1), 94-112. doi: 10.1111/jcal.12729 |
