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2020

Conference Publication

Building data curation processes with crowd intelligence

Chen, 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

Building data curation processes with crowd intelligence

2020

Conference Publication

Development and adoption of an adaptive learning system: reflections and lessons learned

Khosravi, 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

Development and adoption of an adaptive learning system: reflections and lessons learned

2020

Conference Publication

On understanding data worker interaction behaviors

Han, Lei, Chen, Tianwa, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2020). On understanding data worker interaction behaviors. SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval, Virtual Event China, July 2020. New York, United States: Association for Computing Machinery. doi: 10.1145/3397271.3401059

On understanding data worker interaction behaviors

2020

Conference Publication

Towards a software architecture for neurophysiological experiments

Ioannou, Constantina, Kindler, Ekkart, Bækgaard, Per, Sadiq, Shazia and Weber, Barbara (2020). Towards a software architecture for neurophysiological experiments. NeuroIS Retreat, Vienna, Australia, 4-6 June 2019. Cham, Switzerland: Springer. doi: 10.1007/978-3-030-28144-1_17

Towards a software architecture for neurophysiological experiments

2020

Conference Publication

Utilising learnersourcing to inform design loop adaptivity

Darvishi, Ali, Khosravi, Hassan and Sadiq, Shazia (2020). Utilising learnersourcing to inform design loop adaptivity. 15th European Conference on Technology Enhanced Learning, EC-TEL 2020, Heidelberg, Germany, 14 – 18 September 2020. Heidelberg, Germany: Springer. doi: 10.1007/978-3-030-57717-9_24

Utilising learnersourcing to inform design loop adaptivity

2020

Conference Publication

Recommending insightful drill-downs based on learning processes for learning analytics dashboards

Shabaninejad, 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

Recommending insightful drill-downs based on learning processes for learning analytics dashboards

2019

Conference Publication

Compliance centric data quality management – the banking and financial industry perspective

Khan, 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.

Compliance centric data quality management – the banking and financial industry perspective

2019

Conference Publication

Responsible process mining - a data quality perspective

Wynn, 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

Responsible process mining - a data quality perspective

2019

Conference Publication

A multivariate ELO-based learner model for adaptive educational systems

Abdi, 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.

A multivariate ELO-based learner model for adaptive educational systems

2019

Conference Publication

Tracking user behaviours: Laboratory-based and in-the-wild user studies

Demartini, 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

Tracking user behaviours: Laboratory-based and in-the-wild user studies

2019

Conference Publication

Context-aware attention-based data augmentation for POI recommendation

Li, 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

Context-aware attention-based data augmentation for POI recommendation

2019

Conference Publication

Semi-supervised Clustering with Deep Metric Learning

Li, 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

Semi-supervised Clustering with Deep Metric Learning

2019

Conference Publication

Collaborative generative adversarial network for recommendation systems

Tong, 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

Collaborative generative adversarial network for recommendation systems

2019

Conference Publication

Perceptions and Challenges of EHR Clinical Data Quality

Downey, 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.

Perceptions and Challenges of EHR Clinical Data Quality

2018

Conference Publication

Business process and rule integration approaches - An empirical analysis

Chen, Tianwa, Wang, Wei, Indulska, Marta and Sadiq, Shazia (2018). Business process and rule integration approaches - An empirical analysis. 16th International Conference on Business Process Management Forum, BPM Forum 2018, Sydney, NSW, 9-14 September 2018. Heidelberg, Germany: Springer. doi: 10.1007/978-3-319-98651-7_3

Business process and rule integration approaches - An empirical analysis

2018

Conference Publication

Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering

Abdi, 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.

Predicting Student Performance: The Case of Combining Knowledge Tracing and Collaborative Filtering

2018

Conference Publication

Enablers and inhibitors of effective use of big data: insights from a case study

Sejahtera, Feliks Prasepta, Wang, Wei, Indulska, Marta and Sadiq, Shazia (2018). Enablers and inhibitors of effective use of big data: insights from a case study. Pacific Asia Conference on Information Systems (PACIS 2018), Yokohama, Japan, 26-30 June 2018. Association for Information Systems.

Enablers and inhibitors of effective use of big data: insights from a case study

2017

Conference Publication

Effect of linked rules on business process model understanding

Wang, Wei, Indulska, Marta, Sadiq, Shazia and Weber, Barbara (2017). Effect of linked rules on business process model understanding. BPM 2017 International Conference on Business Process Management, Barcelona, Spain, 10-15 September, 2017. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-65000-5_12

Effect of linked rules on business process model understanding

2017

Conference Publication

A performance study on large-scale data analytics using disk-based and in-memory database systems

Chao, Pingfu, He, Dan, Sadiq, Shazia, Zheng, Kai and Zhou, Xiaofang (2017). A performance study on large-scale data analytics using disk-based and in-memory database systems. 2017 IEEE International Conference on Big Data and Smart Computing, BigComp 2017, Jeju, South Korea, 13 - 16 February 2017. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/BIGCOMP.2017.7881706

A performance study on large-scale data analytics using disk-based and in-memory database systems

2017

Conference Publication

Business process model and business rule integration - Towards a decision framework

Wang, W., Sadiq, S. and Indulska, M. (2017). Business process model and business rule integration - Towards a decision framework. 28th International Conference on Advanced Information Systems Engineering, Ljubljana; Slovenia, 13 June 2016 through 17 June 2016. Aachen, Germany: Rheinisch-Westfaelische Technische Hochschule Aachen.

Business process model and business rule integration - Towards a decision framework