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2024 Journal Article Large language models meet user interfaces: the case of provisioning feedbackPozdniakov, Stanislav, Brazil, Jonathan, Abdi, Solmaz, Bakharia, Aneesha, Sadiq, Shazia, Gašević, Dragan, Denny, Paul and Khosravi, Hassan (2024). Large language models meet user interfaces: the case of provisioning feedback. Computers and Education: Artificial Intelligence, 7 100289, 100289. doi: 10.1016/j.caeai.2024.100289 |
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2024 Journal Article Large language models and generative AI in telehealth: a responsible use lensPool, Javad, Indulska, Marta and Sadiq, Shazia (2024). Large language models and generative AI in telehealth: a responsible use lens. Journal of the American Medical Informatics Association, 31 (9), 2125-2136. doi: 10.1093/jamia/ocae035 |
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2024 Conference Publication Unveiling vulnerabilities of contrastive recommender systems to poisoning attacksWang, Zongwei, Yu, Junliang, Gao, Min, Yin, Hongzhi, Cui, Bin and Sadiq, Shazia (2024). Unveiling vulnerabilities of contrastive recommender systems to poisoning attacks. 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Barcelona, Spain, 25-29 August 2024. New York, NY, United States: ACM. doi: 10.1145/3637528.3671795 |
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2024 Conference Publication Fairness without sensitive attributes via knowledge sharingNi, Hongliang, Han, Lei, Chen, Tong, Sadiq, Shazia and Demartini, Gianluca (2024). Fairness without sensitive attributes via knowledge sharing. 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, 3-6 June 2024. New York, NY, United States: ACM. doi: 10.1145/3630106.3659014 |
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2024 Conference Publication How good are LLMs in generating personalized advertisements?Meguellati, Elyas, Han, Lei, Bernstein, Abraham, Sadiq, Shazia and Demartini, Gianluca (2024). How good are LLMs in generating personalized advertisements?. WWW '24: The ACM Web Conference 2024, Singapore, 13-17 May 2024. New York, United States: Association for Computing Machinery. doi: 10.1145/3589335.3651520 |
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2024 Journal Article Variational counterfactual prediction under runtime domain corruptionWen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Gao, Junbin and Yin, Hongzhi (2024). Variational counterfactual prediction under runtime domain corruption. IEEE Transactions on Knowledge and Data Engineering, 36 (5) 10271745, 2271-2284. doi: 10.1109/tkde.2023.3321893 |
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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 Impact of AI assistance on student agencyDarvishi, Ali, Khosravi, Hassan, Sadiq, Shazia, Gašević, Dragan and Siemens, George (2024). Impact of AI assistance on student agency. Computers and Education, 210 104967, 1-18. doi: 10.1016/j.compedu.2023.104967 |
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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 Conference Publication Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aidSai, Catherine, Sadiq, Shazia, Han, Lei, Demartini, Gianluca and Rinderle-Ma, Stefanie (2024). Which legal requirements are relevant to a business process? Comparing AI-driven methods as expert aid. 18th International Conference, RCIS 2024, Guimarães, Portugal, 14-17 May 2024. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-59465-6_11 |
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2023 Conference Publication Exploring data workers’ behaviours in data quality discoveryChen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2023). Exploring data workers’ behaviours in data quality discovery. Australasian Conferences on Information Systems 2023, Wellington, New Zealand, 5-8 December 2023. Atlanta, GA USA: Association for Information Systems. |
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2023 Conference Publication Do process analysts care about the metadata of event logs?Zhou, Hui, Zerbato, Francesca, Weber, Barbara, Indulska, Marta and Sadiq, Shazia (2023). Do process analysts care about the metadata of event logs?. Australasian Conference on Information Systems (ACIS) 2023, Wellington, New Zealand, 5 - 8 December 2023. Atlanta, GA United States: Association for Information Systems. |
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2023 Conference Publication To predict or to reject: causal effect estimation with uncertainty on networked dataWen, Hechuan, Chen, Tong, Chai, Li Kheng, Sadiq, Shazia, Zheng, Kai and Yin, Hongzhi (2023). To predict or to reject: causal effect estimation with uncertainty on networked data. 23rd IEEE International Conference on Data Mining (IEEE ICDM), Shanghai, China, 1 - 4 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icdm58522.2023.00184 |
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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 Conference Publication DEI Perspectives in Information Technology EducationSadiq, Shazia (2023). DEI Perspectives in Information Technology Education. SIGMOD/PODS '23: International Conference on Management of Data, Seattle, WA United States, 18 - 23 June 2023. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3555041.3591053 |
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2023 Journal Article Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 ReportAmer-Yahia, Sihem, Agrawal, Divyakant, Amsterdamer, Yael, Bhowmick, Sourav S., Bonifati, Angela, Borovica-Gajic, Renata, Camacho-Rodriguez, Jesus, Catania, Barbara, Chrysanthis, Panos K., Curino, Carlo, Darmont, Jerome, Dobbie, Gillian, El Abbadi, Amr, Floratou, Avrilia, Freire, Juliana, Jindal, Alekh, Kalogeraki, Vana, Maiyya, Sujaya, Meliou, Alexandra, Mohanty, Madhulika, Omidvar-Tehrani, Behrooz, Ozcan, Fatma, Peterfreund, Liat, Rahayu, Wenny, Sadiq, Shazia, Sellami, Sana, Sirin, Utku, Tan, Wang-Chiew, Thuraisingham, Bhavani ... Zhang, Meihui (2023). Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. Sigmod Record, 52 (2), 38-42. |
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2023 Journal Article Integrating design thinking and agile approaches in analytics development: the case of AginicBrea, Edgar, Someh, Ida, Freya, Emma, Thebault, Brett and Sadiq, Shazia (2023). Integrating design thinking and agile approaches in analytics development: the case of Aginic. Journal of Information Technology Teaching Cases. doi: 10.1177/20438869231178035 |
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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 Conference Publication Human-in-the-loop regular expression extraction for single column format inconsistencyYu, Shaochen, Han, Lei, Indulska, Marta, Sadiq, Shazia and Demartini, Gianluca (2023). Human-in-the-loop regular expression extraction for single column format inconsistency. WWW '23: ACM Web Conference 2023, Austin, TX, United States, 30 April - 4 May 2023. New York, United States: Association for Computing Machinery. doi: 10.1145/3543507.3583515 |
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2023 Journal Article The biggest business process management problems to solve before we dieBeerepoot, Iris, Di Ciccio, Claudio, Reijers, Hajo A., Rinderle-Ma, Stefanie, Bandara, Wasana, Burattin, Andrea, Calvanese, Diego, Chen, Tianwa, Cohen, Izack, Depaire, Benoît, Di Federico, Gemma, Dumas, Marlon, van Dun, Christopher, Fehrer, Tobias, Fischer, Dominik A., Gal, Avigdor, Indulska, Marta, Isahagian, Vatche, Klinkmüller, Christopher, Kratsch, Wolfgang, Leopold, Henrik, Van Looy, Amy, Lopez, Hugo, Lukumbuzya, Sanja, Mendling, Jan, Meyers, Lara, Moder, Linda, Montali, Marco, Muthusamy, Vinod ... Zerbato, Francesca (2023). The biggest business process management problems to solve before we die. Computers in Industry, 146 103837, 1-14. doi: 10.1016/j.compind.2022.103837 |
