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2023

Journal Article

On the role of human and machine metadata in relevance judgment tasks

Xu, Jiechen, Han, Lei, Sadiq, Shazia and Demartini, Gianluca (2023). On the role of human and machine metadata in relevance judgment tasks. Information Processing and Management, 60 (2) 103177, 1-14. doi: 10.1016/j.ipm.2022.103177

On the role of human and machine metadata in relevance judgment tasks

2023

Journal Article

Empowering learners for the age of artificial intelligence

Gašević, Dragan, Siemens, George and Sadiq, Shazia (2023). Empowering learners for the age of artificial intelligence. Computers and Education: Artificial Intelligence, 4 100130, 100130. doi: 10.1016/j.caeai.2023.100130

Empowering learners for the age of artificial intelligence

2023

Conference Publication

Preface

Di Francescomarino, Chiara, Burattin, Andrea, Janiesch, Christian and Sadiq, Shazia (2023). Preface. 21st International Conference, BPM 2023, Utrecht, The Netherlands, 11–15 September 2023. Heidelberg, Germany: Springer.

Preface

2023

Other Outputs

UQ Single Column Format Inconsistency Datasets

Demartini, Gianluca, Chen, Tianwa, Sadiq, Shazia, Fan, Shaoyang, Xu, Jiechen, Han, Lei and Yu, Shaochen (2023). UQ Single Column Format Inconsistency Datasets. The University of Queensland. (Dataset) doi: 10.48610/0ab54e7

UQ Single Column Format Inconsistency Datasets

2023

Journal Article

Data management of AI-powered education technologies: Challenges and opportunities

Khosravi, Hassan, Institute for Teaching and Learning Innovation, University of Queensland, Sadiq, Shazia, Amer-Yahia, Sihem, School of Information Technology and Electrical Engineering Faculty of Engineering, Architecture and Information Technology, , University of Queensland and Centre National de Recherche scientifique (CNRS), Univ. Grenoble Alpes, Grenoble, France (2023). Data management of AI-powered education technologies: Challenges and opportunities. Journal of Learning Letters. doi: 10.59453//xlud7002

Data management of AI-powered education technologies: Challenges and opportunities

2023

Book

Business Process Management Forum: BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings

Chiara Di Francescomarino, Andrea Burattin, Christian Janiesch and Shazia Sadiq eds. (2023). Business Process Management Forum: BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. Lecture Notes in Business Information Processing, Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-41623-1

Business Process Management Forum: BPM 2023 Forum, Utrecht, The Netherlands, September 11–15, 2023, Proceedings

2022

Journal Article

Assessing the quality of student-generated content at scale: a comparative analysis of peer review models

Darvishi, Ali, Khosravi, Hassan, Rahimi, Afshin, Sadiq, Shazia and Gasevic, Dragan (2022). Assessing the quality of student-generated content at scale: a comparative analysis of peer review models. IEEE Transactions on Learning Technologies, 16 (1), 106-120. doi: 10.1109/tlt.2022.3229022

Assessing the quality of student-generated content at scale: a comparative analysis of peer review models

2022

Journal Article

Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022

Demartini, Gianluca, Yang, Jie and Sadiq, Shazia (2022). Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022. ACM SIGIR Forum, 56 (2), 1-8. doi: 10.1145/3582900.3582921

Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022

2022

Conference Publication

Workshop on human-in-the-loop data curation

Demartini, Gianluca, Yang, Jie and Sadiq, Shazia (2022). Workshop on human-in-the-loop data curation. 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, United States, 17-21 October 2022. New York, NY, United States: ACM. doi: 10.1145/3511808.3557498

Workshop on human-in-the-loop data curation

2022

Conference Publication

Socio-economic diversity in human annotations

Fan, Shaoyang, Barlas, Pinar, Christoforou, Evgenia, Otterbacher, Jahna, Sadiq, Shazia and Demartini, Gianluca (2022). Socio-economic diversity in human annotations. WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, 26-29 June 2022. New York, United States: Association for Computing Machinery. doi: 10.1145/3501247.3531588

Socio-economic diversity in human annotations

2022

Conference Publication

Incorporating training, self-monitoring and AI-assistance to improve peer feedback quality

Darvishi, Ali, Khosravi, Hassan, Abdi, Solmaz, Sadiq, Shazia and Gašević, Dragan (2022). Incorporating training, self-monitoring and AI-assistance to improve peer feedback quality. L@S '22: Proceedings of the Ninth ACM Conference on Learning @ Scale, New York, NY, United States, 1 - 3 June 2022. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3491140.3528265

Incorporating training, self-monitoring and AI-assistance to improve peer feedback quality

2022

Conference Publication

Incorporating explainable learning analytics to assist educators with identifying students in need of attention

Shabaninejad, Shiva, Khosravi, Hassan, Abdi, Solmaz, Indulska, Marta and Sadiq, Shazia (2022). Incorporating explainable learning analytics to assist educators with identifying students in need of attention. L@S '22: Ninth ACM Conference on Learning @ Scale, New York, NY, United States, 1-3 June 2022. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3491140.3528292

Incorporating explainable learning analytics to assist educators with identifying students in need of attention

2022

Conference Publication

Exploring data literacy levels in the crowd – the case of COVID-19

Fan, Shaoyang, Han, Lei, Demartini, Gianluca and Sadiq, Shazia (2022). Exploring data literacy levels in the crowd – the case of COVID-19. Sixteenth International AAAI Conference on Web and Social Media, Atlanta, GA United States, 6–9 June 2022. Palo Alto, CA United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v16i1.19395

Exploring data literacy levels in the crowd – the case of COVID-19

2022

Conference Publication

Exploring data literacy levels in the crowd – the case of COVID-19

Fan, Shaoyang, Han, Lei, Demartini, Gianluca and Sadiq, Shazia (2022). Exploring data literacy levels in the crowd – the case of COVID-19. The 16th International AAAI Conference on Web and Social Media, Atlanta, GA United States, 6-9 June 2022. Palo Alto, CA United States: AAAI Press.

Exploring data literacy levels in the crowd – the case of COVID-19

2022

Journal Article

Incorporating AI and learning analytics to build trustworthy peer assessment systems

Darvishi, Ali, Khosravi, Hassan, Sadiq, Shazia and Gašević, Dragan (2022). Incorporating AI and learning analytics to build trustworthy peer assessment systems. British Journal of Educational Technology, 53 (4), 844-875. doi: 10.1111/bjet.13233

Incorporating AI and learning analytics to build trustworthy peer assessment systems

2022

Journal Article

Explainable Artificial Intelligence in education

Khosravi, Hassan, Shum, Simon Buckingham, Chen, Guanliang, Conati, Cristina, Gasevic, Dragan, Kay, Judy, Knight, Simon, Martinez-Maldonado, Roberto, Sadiq, Shazia and Tsai, Yi-Shan (2022). Explainable Artificial Intelligence in education. Computers and Education: Artificial Intelligence, 3 100074, 1-22. doi: 10.1016/j.caeai.2022.100074

Explainable Artificial Intelligence in education

2022

Conference Publication

Does evidence from peers help crowd workers in assessing truthfulness?

Xu, Jiechen, Han, Lei, Fan, Shaoyang, Sadiq, Shazia and Demartini, Gianluca (2022). Does evidence from peers help crowd workers in assessing truthfulness?. WWW '22: The ACM Web Conference 2022, Online, 25 - 29 April, 2022. New York, NY, United States: ACM. doi: 10.1145/3487553.3524236

Does evidence from peers help crowd workers in assessing truthfulness?

2022

Conference Publication

Evaluating the quality of repurposed data – the role of metadata

Zhou, Hui, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2022). Evaluating the quality of repurposed data – the role of metadata. 32nd Australasian Conference on Information Systems (ACIS), Wellington, New Zealand, 1-4 December 2020. Atlanta, GA USA: Association for Information Systems.

Evaluating the quality of repurposed data – the role of metadata

2022

Journal Article

Business process and rule integration approaches—an empirical analysis of model understanding

Wang, Wei, Chen, Tianwa, Indulska, Marta, Sadiq, Shazia and Weber, Barbara (2022). Business process and rule integration approaches—an empirical analysis of model understanding. Information Systems, 104 101901, 101901. doi: 10.1016/j.is.2021.101901

Business process and rule integration approaches—an empirical analysis of model understanding

2022

Journal Article

Solution of fractional boundary value problems by ψ-shifted operational matrices

Sadiq, Shazia and Rehman, Mujeeb Ur (2022). Solution of fractional boundary value problems by ψ-shifted operational matrices. Aims Mathematics, 7 (4), 6669-6693. doi: 10.3934/math.2022372

Solution of fractional boundary value problems by ψ-shifted operational matrices