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2025

Journal Article

Leveraging Artificial Intelligence Technology for Mapping Publications to Sustainable Development Goals

Yin, Hui, Aryani, Amir, Lambert, Gavin, Wu, Zhuochen, Nambiar, Nakul, White, Marcus, Salvador-Carulla, Luis, Sadiq, Shazia, Sojli, Elvira, Boddy, Jennifer, Murray, Greg and Tham, Wing Wah (2025). Leveraging Artificial Intelligence Technology for Mapping Publications to Sustainable Development Goals. Array, 27 100419, 100419-27. doi: 10.1016/j.array.2025.100419

Leveraging Artificial Intelligence Technology for Mapping Publications to Sustainable Development Goals

2025

Conference Publication

Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation

Wen, Hechuan, Chen, Tong, Ye, Guanhua, Chai, Li Kheng, Sadiq, Shazia and Yin, Hongzhi (2025). Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation. KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto, Canada, 3 - 7 August 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3690624.3709305

Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation

2025

Conference Publication

LLM-Based Semantic Augmentation for Harmful Content Detection

Meguellati, Elyas, Zeghina, Assaad, Sadiq, Shazia and Demartini, Gianluca (2025). LLM-Based Semantic Augmentation for Harmful Content Detection. Nineteenth International AAAI Conference on Web and Social Media, Copenhagen, Denmark, 23-26 June 2025. Washington, DC United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v19i1.35868

LLM-Based Semantic Augmentation for Harmful Content Detection

2025

Journal Article

Enhancing peer feedback provision through user interface scaffolding: A comparative examination of scripting and self-monitoring techniques

Lahza, Hatim Fareed, Demartini, Gianluca, Noroozi, Omid, Gašević, Dragan, Sadiq, Shazia and Khosravi, Hassan (2025). Enhancing peer feedback provision through user interface scaffolding: A comparative examination of scripting and self-monitoring techniques. Computers and Education, 230 105260, 1-22. doi: 10.1016/j.compedu.2025.105260

Enhancing peer feedback provision through user interface scaffolding: A comparative examination of scripting and self-monitoring techniques

2025

Conference Publication

Are Large Language Models Good Data Preprocessors?

Meguellati, Elyas, Pratama, Nardiena, Sadiq, Shazia and Demartini, Gianluca (2025). Are Large Language Models Good Data Preprocessors?. WWW '25: The ACM Web Conference 2025, Sydney, NSW Australia, 28 April - 2 May 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3701716.3717568

Are Large Language Models Good Data Preprocessors?

2025

Conference Publication

BiasNavi: LLM-Empowered Data Bias Management

Yu, Junliang, Huynh, Jay Thai Duong, Fan, Shaoyang, Demartini, Gianluca, Chen, Tong, Yin, Hongzhi and Sadiq, Shazia (2025). BiasNavi: LLM-Empowered Data Bias Management. New York, NY, USA: ACM. doi: 10.1145/3701716.3715169

BiasNavi: LLM-Empowered Data Bias Management

2025

Conference Publication

Let the Augmentation Path Speak

Ji, Daomin, Luo, Hui, Bao, Zhifeng, Sadiq, Shazia and Culpepper, J. Shane (2025). Let the Augmentation Path Speak. New York, NY, USA: ACM. doi: 10.1145/3701716.3715183

Let the Augmentation Path Speak

2025

Journal Article

Artificial Intelligence in Multimodal Learning Analytics: A Systematic Literature Review

Mohammadi, Mehrnoush, Tajik, Elham, Martinez-Maldonado, Roberto, Sadiq, Shazia, Tomaszewski, Wojtek and Khosravi, Hassan (2025). Artificial Intelligence in Multimodal Learning Analytics: A Systematic Literature Review. Computers and Education: Artificial Intelligence, 8 100426, 100426. doi: 10.1016/j.caeai.2025.100426

Artificial Intelligence in Multimodal Learning Analytics: A Systematic Literature Review

2025

Journal Article

AI-assisted co-creation: bridging skill gaps in student-generated content

Pozdniakov, Stanislav, Brazil, Jonathan, Mohammadi, Mehrnoush, Dollinger, Mollie, Sadiq, Shazia and Khosravi, Hassan (2025). AI-assisted co-creation: bridging skill gaps in student-generated content. Journal of Learning Analytics, 12 (1), 129-151. doi: 10.18608/jla.2025.8601

AI-assisted co-creation: bridging skill gaps in student-generated content

2025

Conference Publication

Towards Secure and Robust Recommender Systems: A Data-Centric Perspective

Wang, Zongwei, Yu, Junliang, Chen, Tong, Yin, Hongzhi, Sadiq, Shazia and Gao, Min (2025). Towards Secure and Robust Recommender Systems: A Data-Centric Perspective. 18th International Conference on Web Search and Data Mining-WSDM, Hannover Germany, Mar 10-14, 2025. New York, NY, USA: ACM. doi: 10.1145/3701551.3703484

Towards Secure and Robust Recommender Systems: A Data-Centric Perspective

2025

Journal Article

Solution of fractional Sturm–Liouville problems by generalized polynomials

Sadiq, Shazia and Rehman, Mujeeb ur (2025). Solution of fractional Sturm–Liouville problems by generalized polynomials. Engineering Computations, 42 (2), 488-517. doi: 10.1108/ec-04-2024-0356

Solution of fractional Sturm–Liouville problems by generalized polynomials

2024

Conference Publication

EMIT - event-based masked auto encoding for irregular time series

Patel, Hrishikesh, Qiu, Ruihong, Irwin, Adam, Sadiq, Shazia and Wang, Sen (2024). EMIT - event-based masked auto encoding for irregular time series. 2024 IEEE International Conference on Data Mining (ICDM), Abu Dhabi, United Arab Emirates, 9-12 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/icdm59182.2024.00044

EMIT - event-based masked auto encoding for irregular time series

2024

Conference Publication

Influence of metadata on quality evaluation of unstructured information artefacts

Zhou, Hui, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2024). Influence of metadata on quality evaluation of unstructured information artefacts. The Australasian Conference on Information Systems (ACIS 2024), Canberra, ACT Australia, 4-6 December, 2024. AIS Electronic Library.

Influence of metadata on quality evaluation of unstructured information artefacts

2024

Journal Article

Large language models meet user interfaces: the case of provisioning feedback

Pozdniakov, 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

Large language models meet user interfaces: the case of provisioning feedback

2024

Journal Article

Numerical technique based on operational matrices of fractional integration using ψ‐shifted Chebyshev polynomials

Sadiq, Shazia and ur Rehman, Mujeeb (2024). Numerical technique based on operational matrices of fractional integration using ψ‐shifted Chebyshev polynomials. International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 37 (6) e3314. doi: 10.1002/jnm.3314

Numerical technique based on operational matrices of fractional integration using ψ‐shifted Chebyshev polynomials

2024

Journal Article

Integrating design thinking and agile approaches in analytics development: the case of Aginic

Brea, Edgar, Someh, Ida, Freya, Emma, Thebault, Brett and Sadiq, Shazia (2024). Integrating design thinking and agile approaches in analytics development: the case of Aginic. Journal of Information Technology Teaching Cases, 14 (2), 227-240. doi: 10.1177/20438869231178035

Integrating design thinking and agile approaches in analytics development: the case of Aginic

2024

Journal Article

Large language models and generative AI in telehealth: a responsible use lens

Pool, 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

Large language models and generative AI in telehealth: a responsible use lens

2024

Conference Publication

Unveiling vulnerabilities of contrastive recommender systems to poisoning attacks

Wang, 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

Unveiling vulnerabilities of contrastive recommender systems to poisoning attacks

2024

Conference Publication

Fairness without sensitive attributes via knowledge sharing

Ni, 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

Fairness without sensitive attributes via knowledge sharing

2024

Conference Publication

On the Role of Large Language Models in Crowdsourcing Misinformation Assessment

Xu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2024). On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. Eighteenth International AAAI Conference on Web and Social Media, Buffalo, NY United States, 3-6 June 2024. Washington, DC United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v18i1.31417

On the Role of Large Language Models in Crowdsourcing Misinformation Assessment