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2020 Conference Publication Recommending insightful drill-downs based on learning processes for learning analytics dashboardsShabaninejad, Shiva, Khosravi, Hassan, Leemans, Sander J. J., Sadiq, Shazia and Indulska, Marta (2020). Recommending insightful drill-downs based on learning processes for learning analytics dashboards. AIED: International Conference on Artificial Intelligence in Education, Ifrane, Morocco, 6-10 July 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-52237-7_39 |
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2020 Conference Publication Complementing educational recommender systems with open learner modelsAbdi, Solmaz, Khosravi, Hassan, Sadiq, Shazia and Gasevic, Dragan (2020). Complementing educational recommender systems with open learner models. 10th International Conference on Learning Analytics and Knowledge, Portland, OR USA, March 2020. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3375462.3375520 |
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2020 Conference Publication Modelling learners in crowdsourcing educational systemsAbdi, Solmaz, Khosravi, Hassan and Sadiq, Shazia (2020). Modelling learners in crowdsourcing educational systems. AIED: International Conference on Artificial Intelligence in Education, Ifrane, Morocco, 6-10 July 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-52240-7_1 |
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2020 Conference Publication Building data curation processes with crowd intelligenceChen, Tianwa, Han, Lei, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2020). Building data curation processes with crowd intelligence. CAiSE Forum 2020: Advanced Information Systems Engineering, Grenoble, France, 8 – 12 June 2020. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-58135-0_3 |
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2020 Conference Publication Development and adoption of an adaptive learning system: reflections and lessons learnedKhosravi, Hassan, Sadiq, Shazia and Gasevic, Dragan (2020). Development and adoption of an adaptive learning system: reflections and lessons learned. SIGCSE '20: The 51st ACM Technical Symposium on Computer Science Education, Portland, OR USA, March 2020. New York, NY USA: Association for Computing Machinery. doi: 10.1145/3328778.3366900 |
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2019 Conference Publication Compliance centric data quality management – the banking and financial industry perspectiveKhan, Faisal, Indulska, Marta and Sadiq, Shazia (2019). Compliance centric data quality management – the banking and financial industry perspective. ACIS 2019, Perth, WA, Australia, 9-11 December 2019. Perth, WA, Australia: ACIS. |
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2019 Journal Article Discovering data quality problems: The case of repurposed dataZhang, Ruojing, Indulska, Marta and Sadiq, Shazia (2019). Discovering data quality problems: The case of repurposed data. Business and Information Systems Engineering, 61 (5), 575-593. doi: 10.1007/s12599-019-00608-0 |
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2019 Journal Article Leveraging multi-aspect time-related influence in location recommendationHosseini, Saeid, Yin, Hongzhi, Zhou, Xiaofang, Sadiq, Shazia, Kangavari, Mohammad Reza and Cheung, Ngai-Man (2019). Leveraging multi-aspect time-related influence in location recommendation. World Wide Web, 22 (3), 1001-1028. doi: 10.1007/s11280-018-0573-2 |
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2019 Journal Article Factors influencing effective use of big data: A research frameworkSejahtera Surbakti, Feliks P. , Wang, Wei, Indulska, Marta and Sadiq, Shazia (2019). Factors influencing effective use of big data: A research framework. Information and Management, 57 (1) 103146, 103146. doi: 10.1016/j.im.2019.02.001 |
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2019 Conference Publication Perceptions and Challenges of EHR Clinical Data QualityDowney, Shane, Indulska, Marta and Sadiq, Shazia (2019). Perceptions and Challenges of EHR Clinical Data Quality. 30th Australasian Conference on Information Systems ACIS 2019, Perth, WA Australia, 9-11 December 2019. Atlanta, GA United States: Association for Information Systems. |
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2019 Conference Publication A multivariate ELO-based learner model for adaptive educational systemsAbdi, Solmaz, Khosravi, Hassan, Sadiq, Shazia and Gasevic, Dragan (2019). A multivariate ELO-based learner model for adaptive educational systems. 12th International Conference on Educational Data Mining, Montreal, Canada, July 2-5, 2019. International Educational Data Mining Society. |
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2019 Conference Publication Context-aware attention-based data augmentation for POI recommendationLi, Yang, Luo, Yadan, Zhang, Zheng, Sadiq, Shazia and Cui, Peng (2019). Context-aware attention-based data augmentation for POI recommendation. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), Macao, 8-12 April 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDEW.2019.00-14 |
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2019 Conference Publication Tracking user behaviours: Laboratory-based and in-the-wild user studiesDemartini, Gianluca and Sadiq, Shazia (2019). Tracking user behaviours: Laboratory-based and in-the-wild user studies. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-25 April 2019. Cham, Switzerland: Springer Verlag. doi: 10.1007/978-3-030-18590-9a |
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2019 Conference Publication Semi-supervised Clustering with Deep Metric LearningLi, Xiaocui, Yin, Hongzhi, Zhou, Ke, Chen, Hongxu, Sadiq, Shazia and Zhou, Xiaofang (2019). Semi-supervised Clustering with Deep Metric Learning. 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, Chiang Mai, Thailand, 22-15 April 2019. Heidelberg, Germany: Springer . doi: 10.1007/978-3-030-18590-9_50 |
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2019 Conference Publication Collaborative generative adversarial network for recommendation systemsTong, Yuzhen, Luo, Yadan, Zhang, Zheng, Sadiq, Shazia and Cui, Peng (2019). Collaborative generative adversarial network for recommendation systems. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW), Macao, 8-12 April 2019. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ICDEW.2019.00-16 |
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2019 Conference Publication Responsible process mining - a data quality perspectiveWynn, Moe Thandar and Sadiq, Shazia (2019). Responsible process mining - a data quality perspective. International Conference on Business Process Management, Vienna, Australia, 1-6 September 2019. Cham, Switzerland: Springer . doi: 10.1007/978-3-030-26619-6_2 |
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2018 Journal Article Special Issue of DASFAA 2018Sadiq, Shazia and Li, Jianxin (2018). Special Issue of DASFAA 2018. Data Science and Engineering, 3 (4), 291-292. doi: 10.1007/s41019-018-0083-3 |
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2018 Journal Article A data quality control method for seafloor observatories: the application of observed time series data in the east China seaZhou, Yusheng, Qin, Rufu, Xu, Huiping, Sadiq, Shazia and Yu, Yang (2018). A data quality control method for seafloor observatories: the application of observed time series data in the east China sea. Sensors, 18 (8) 2628, 2628. doi: 10.3390/s18082628 |
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2018 Journal Article PrefaceSadiq, Shazia, Pei, Jian and Manolopoulos, Yannis (2018). Preface. Lecture Notes in Computer Science , 10828 LNCS, V-VI. |
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2018 Conference Publication Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative FilteringAbdi, Solmaz, Khosravi, Hassan and Sadiq, Shazia (2018). Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering. International Conference on Educational Data Mining, Buffalo, NY, United States, 15-18 July 2018. Educational Data Mining. |
