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2022 Journal Article Information resilience: the nexus of responsible and agile approaches to information useSadiq, Shazia, Aryani, Amir, Demartini, Gianluca, Hua, Wen, Indulska, Marta, Burton-Jones, Andrew, Khosravi, Hassan, Benavides-Prado, Diana, Sellis, Timos, Someh, Ida, Vaithianathan, Rhema, Wang, Sen and Zhou, Xiaofang (2022). Information resilience: the nexus of responsible and agile approaches to information use. The VLDB Journal, 31 (5), 1059-1084. doi: 10.1007/s00778-021-00720-2 |
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2022 Conference Publication A behavioural analysis of metadata use in evaluating the quality of repurposed dataZhou, Hui, Han, Lei, Dermatini, Gianluca, Indulska, Marta and Sadiq, Shazia (2022). A behavioural analysis of metadata use in evaluating the quality of repurposed data. 41st International Conference on Conceptual Modeling, ER 2022, Hyderabad, India, 17-20 October 2022. Heidelberg, Germany: Springer International Publishing. doi: 10.1007/978-3-031-17995-2_22 |
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2022 Conference Publication BUM at CheckThat! 2022: a composite deep learning approach to fake news detection using evidence retrievalLa Barbera, David, Roitero, Kevin, Mackenzie, Joel, Spina, Damiano, Demartini, Gianluca and Mizzaro, Stefano (2022). BUM at CheckThat! 2022: a composite deep learning approach to fake news detection using evidence retrieval. CLEF 2022 – Conference and Labs of the Evaluation Forum,, Bologna, Italy, 5-8 September 2022. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen * Lehrstuhl Informatik V. |
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2021 Conference Publication An Analysis of the Australian Political Discourse in Sponsored Social Media ContentHan, Lei, Sawant, Rudra, Fan, Shaoyang, Kefford, Glenn and Demartini, Gianluca (2021). An Analysis of the Australian Political Discourse in Sponsored Social Media Content. ADCS '21: Australasian Document Computing Symposium, Online, 9 December 2021. Washington, DC United States: Association for Computing Machinery. doi: 10.1145/3503516.3503533 |
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2021 Conference Publication Hierarchical clustering of corals using image clusteringSawant, Rudra, Demartini, Gianluca and Bridge, Tom (2021). Hierarchical clustering of corals using image clustering. ADCS '21: Proceedings of the 25th Australasian Document Computing Symposium, Online, 9 December 2021. New York, NY United States: ACM. doi: 10.1145/3503516.3503531 |
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2021 Conference Publication Iterative human-in-the-loop discovery of unknown unknowns in image datasetsHan, Lei, Dong, Xiao and Demartini, Gianluca (2021). Iterative human-in-the-loop discovery of unknown unknowns in image datasets. 9th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2021), Online, 14-18 November 2021. Palo Alto, CA United States: AAAI Press. doi: 10.1609/hcomp.v9i1.18941 |
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2021 Journal Article The many dimensions of truthfulness: crowdsourcing misinformation assessments on a multidimensional scaleSoprano, Michael, Roitero, Kevin, La Barbera, David, Ceolin, Davide, Spina, Damiano, Mizzaro, Stefano and Demartini, Gianluca (2021). The many dimensions of truthfulness: crowdsourcing misinformation assessments on a multidimensional scale. Information Processing and Management, 58 (6) 102710, 1-22. doi: 10.1016/j.ipm.2021.102710 |
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2021 Journal Article On the state of reporting in crowdsourcing experiments and a checklist to aid current practicesRamírez, Jorge, Sayin, Burcu, Baez, Marcos, Casati, Fabio, Cernuzzi, Luca, Benatallah, Boualem and Demartini, Gianluca (2021). On the state of reporting in crowdsourcing experiments and a checklist to aid current practices. Proceedings of the ACM on Human-Computer Interaction, 5 (CSCW2) 387, 1-34. doi: 10.1145/3479531 |
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2021 Journal Article Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19Roitero, Kevin, Soprano, Michael, Portelli, Beatrice, De Luise, Massimiliano, Spina, Damiano, Mea, Vincenzo Della, Serra, Giuseppe, Mizzaro, Stefano and Demartini, Gianluca (2021). Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19. Personal and Ubiquitous Computing, 27 (1), 1-31. doi: 10.1007/s00779-021-01604-6 |
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2021 Conference Publication Loss-based active learning for named entity recognitionLinh, Le Thai, Nguyen, Minh-Tien, Zuccon, Guido and Demartini, Gianluca (2021). Loss-based active learning for named entity recognition. 2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July, 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ijcnn52387.2021.9533675 |
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2021 Conference Publication Charting the design and analytics agenda of learnersourcing systemsKhosravi, Hassan, Demartini, Gianluca, Sadiq, Shazia and Gasevic, Dragan (2021). Charting the design and analytics agenda of learnersourcing systems. 11th International Learning Analytics and Knowledge Conference, Irvine, CA USA, April 2021. New York, NY, USA: ACM. doi: 10.1145/3448139.3448143 |
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2021 Journal Article Evaluating the quality of learning resources: a Learnersourcing approachAbdi, Solmaz, Khosravi, Hassan, Sadiq, Shazia and Demartini, Gianluca (2021). Evaluating the quality of learning resources: a Learnersourcing approach. IEEE Transactions on Learning Technologies, 14 (1) 9353264, 81-92. doi: 10.1109/tlt.2021.3058644 |
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2021 Conference Publication CoralExp: An Explainable System to Support Coral Taxonomy ResearchHarding, Jaiden, Bridge, Tom and Demartini, Gianluca (2021). CoralExp: An Explainable System to Support Coral Taxonomy Research. 43rd European Conference on IR Research, ECIR 2021, Online, 28 March – 1 April 2021. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-72240-1_55 |
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2020 Journal Article Making AI Machines Work for Humans in FoWAmer-Yahia, Sihem, Basu Roy, Senjuti, Chen, Lei, Morishima, Atsuyuki, Abello Monedero, James, Bourhis, Pierre, Charoy, François, Danilevsky, Marina, Das, Gautam, Demartini, Gianluca, Dubey, Abhishek, Elbassuoni, Shady, Gross-Amblard, David, Hoareau, Emilie, Inoguchi, Munenari, Kenworthy, Jared, Kitahara, Itaru, Lee, Dongwon, Li, Yunyao, Borromeo, Ria Mae, Papotti, Paolo, Rao, Raghav, Roy, Sudeepa, Senellart, Pierre, Tajima, Keishi, Thirumuruganathan, Saravanan, Tommasi, Marion, Umemoto, Kazutoshi, Wiggins, Andrea and Yoshida, Koichiro (2020). Making AI Machines Work for Humans in FoW. SIGMOD Record, 49 (2), 30-35. doi: 10.1145/3442322.3442327 |
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2020 Conference Publication The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively?Roitero, Kevin, Soprano, Michael, Portelli, Beatrice, Spina, Damiano, Della Mea, Vincenzo, Serra, Giuseppe, Mizzaro, Stefano and Demartini, Gianluca (2020). The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively?. 29th ACM International Conference on Information & Knowledge Management, Online, 19 - 23 October 2020. Washington, DC United States: Association for Computing Machinery. doi: 10.1145/3340531.3412048 |
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2020 Conference Publication Modelling User Behavior Dynamics with EmbeddingsHan, Lei, Checco, Alessandro, Difallah, Djellel, Demartini, Gianluca and Sadiq, Shazia (2020). Modelling User Behavior Dynamics with Embeddings. 29th ACM International Conference on Information & Knowledge Management, Online, 19-23 October 2020. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3340531.3411985 |
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2020 Journal Article Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and OpportunitiesDemartini, Gianluca, Mizzaro, Stefano and Spina, Damiano (2020). Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities. The Bulletin of the Technical Committee on Data Engineering, 65-74. |
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2020 Conference Publication A region selection model to identify unknown unknowns in image datasetsDong, Xiao, Zhang, Huaxiang and Demartini, Gianluca (2020). A region selection model to identify unknown unknowns in image datasets. 24th European Conference on Artificial Intelligence, ECAI 2020, Santiago de Compostela, Spain, 29 August - 8 September 2020. Amsterdam, Netherlands: IOS Press. doi: 10.3233/FAIA200128 |
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2020 Conference Publication QuRVe: Query Refinement for View Recommendation in visual data explorationEhsan, Humaira, Sharaf, Mohamed A. and Demartini, Gianluca (2020). QuRVe: Query Refinement for View Recommendation in visual data exploration. 24th European Conference on Advances in Databases and Information Systems, ADBIS 2020, Lyon, France, 25 - 27 August 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-54623-6_14 |
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2020 Conference Publication Representation learning for entity type rankingRahman, Md Mostafizur, Takasu, Atsuhiro and Demartini, Gianluca (2020). Representation learning for entity type ranking. SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, Brno, Czech Republic, 30 March-3 April 2020. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3341105.3374029 |
