CIRES CI A/Prof Gianluca Demartini was interviewed by The Guardian about the use of Artificial Intelligence in law enforcement. ‘Some mistakes will happen’. Here is a link to the article.
Author: Kath Williamson
CACM Article: Data Bias Management
The January 2024 issue of the Communications of the ACM, Association for Computing Machinery is out and its cover features CIRES CI, A/Prof Gianluca Demartini’s work on Data Bias Management: Envisioning a unique approach toward bias and fairness research.
Here is Gianluca being interviewed about data bias management for CACM.
CIRES participates in Australasian Joint Conference on Artificial Intelligence
An exciting week for AI as the Australasian Joint Conference on Artificial Intelligence [AJCAI] at The University of Queensland yesterday from 28 Nov – 1 Dec 2023 with an agenda packed day of tutorials and workshops.
CIRES students, Hongliang Ni and Zirui Tan, participated in the AJCAI PhD Forum. Additionally, CIRES Centre Director Professor Shazia Sadiq chaired the conference keynote by Professor H. Peter Soyer internationally recognised leader in the field of dermatology.
Professor Soyer is internationally recognised in the field of dermatology, and a pioneer and world leader in the field of dermoscopy of pigmented skin lesions, a non-invasive diagnostic method. He has lead the development of the morphologic classification system currently used worldwide.
AI has made significant advancements in the field of dermatology, offering a wide range of applications and benefits. His talk will focus on some key areas in which AI is being used within this domain, including: Skin Cancer and Skin Disease Diagnosis; Telemedicine and Teledermatology; Clinical Decision Support; Research and Drug Development; and Wearable Devices and Monitoring.
Postdoctoral Research Fellow position at UQ
Applications close 9th January 2024
We are recruiting for a Level A postdoc fellow to join us in the ARC Training Centre for Information Resilience (CIRES) at The University of Queensland in sunny Brisbane, Australia. International candidates are also welcome to apply as visa sponsorship may be available for this appointment.
This position will be jointly supported by CIRES and the ARC Discovery Project DP 200103650 Making Spatiotemporal Data More Useful: An Entity Linking Approach. As a key member of the team, you will have the opportunity to conduct innovative research related to data management and data mining with a particular focus on entity linking and privacy protection of spatiotemporal data. You will also have the chance to supervise and develop research students, cultivate external partnerships, and contribute to the wider academic community.
We are seeking a candidate with:
- Completion or near completion of a PhD in Data Management, Data Mining, or Data Science.
- Demonstrated expert knowledge and experience in reproducible research related to multi-modality data including but not limited to spatiotemporal data.
- A track record of peer-reviewed publications in high-impact journals or premiere conferences relevant to data management and data mining.
See the full position description and how to apply:
Applications close Tuesday 9th January 2024 at 11.00 pm AEST.
This position will be based in the Australian Research Council (ARC) Industrial Transformation Training Centre for Information Resilience (CIRES) at UQ, and working across multiple projects with industry and government partners, providing a wealth of experience in multi-disciplinary teams, research planning, and industry and public sector dynamics. The successful candidate will have the opportunity to work directly with the Centre’s partners, with an expected third of their time dedicated to working with partner organisations.
Questions? For more information about this opportunity, please contact Professor Shazia Sadiq.
Dr Javad Pool – ACPHIS PhD Medal
Congratulations to our Postdoctoral Research Fellow Dr Javad Pool who received the prestigious ACPHIS PhD Medal last week. It is awarded annually for the best Australian PhD thesis in the discipline of Information Systems. Find out more about Javad’s award winning thesis.
CIRES participates in Australasian Conference on Information Systems
A number of CIRES students and staff participated in the 34th Australasian Conference on Information Systems [ACIS 2023] 5-8 December 2023, Wellington New Zealand.
CIRES posdoctoral researcher, Dr Javad Pool, shared his PhD journey as part of the ACIS Doctoral Consortium program, as well as presenting his research paper at the main conference.
CIRES students, Daisy Xu presented her current research into “Transforming Data to Value: a Multi-Case Study” at the ACIS 2023 Doctoral Consortium, while Jorge Retamales, presented his research paper “Becoming data-driven: Integrating inertia and dynamic capabilities perspectives” at the main conference.
Dr Javad Pool – 2023 Award for Excellence
Congratulations to our CIRES Postdoctoral Research Fellow Dr Javad Pool who has received a 2023 Award for Excellence from the Faculty of Business, Economics and Law (BEL) at The University of Queensland.
The award was for Research – Engagement and Impact, within the Trust in AI Research Team working with Professor Nicole Gillespie, Dr Caitlin Curtis, and Dr Steven Lockey.
“I’m honoured to receive this BEL Award for Excellence 2023 alongside the Trust in AI Research Team. Professor Nicole Gillespie’s leadership in this research has been inspiring, and I’m grateful for the opportunity to collaborate with Nicole, Steve, and Caitlin on impactful projects highlighted in the media, in policy, and in industry reports.”
Congratulations Javad!
Find out more about this research
2023 Information Resilience PhD School in Melbourne!
Thank you to all our delegates and speakers who participated in the CIRES Information Resilience PhD School 2023 hosted at The University of Melbourne. Please see below for photos, videos, posters, and slides from the 2023 event.
Congratulations to our 2023 Award Winners
Three-Minute-Thesis Competition
Winner: Hrishi Patel from The University of Queensland
Can We Predict Sepsis with Machine Learning?
Runner-up: Ensiyeh Javaherian Pour from The University of Melbourne
Underground Utility Networks
People’s choice: Jessica Hintzsche from The University of Queensland
Digital Twins in Aquaculture
Poster Session
Winner: Thisarani Ediriweera from James Cook University
Decrypting Barramundi’s Disease Resistance Code: Interactions, Genetics & Genomic Selection
Runner-up: Huy Nguyen from The University of Queensland
Sepsis prediction for paediatric patients – inpatient (ICU) environment
People’s choice: Lufan Zhang from Swinburne University of Technology
Practice-based perspective towards Explainable AI (XAI) in Enterprise Information Management (EIM)
Data Literacy
Winner: Pa Pa Khin from Swinburne University of Technology
Runner-up: Masoud Kamali from The University of Melbourne
Watch the 2023 Highlights Video
2023 Presentations on YouTube
- Professor Jenny Zhang, Keynote Talk and Presentation Slides
- Distinguished Professor Julian Thomas, Keynote Talk
- Professor Gao Cong, Technical Tutorial Presentation Slides, and recordings Part 1 and Part 2
- Dr Renata Borovica-Gajic, Invited Talk and Presentation Slides
- Panel Discussion: Research and innovation careers in industry
Interactive Sessions
- Professor Guido Zuccon, ChatGPT for scientific research, Session Slides
- Associate Professor Hassan Khosravi, Data Literacy, Session Slides
2023 PhD School Photo Gallery
Research Poster Gallery
ARC Discovery Projects 2024 Success
Big congratulations to CIRES CIs who have been awarded 2024 ARC Discovery Projects:
Professor Zi Huang; Dr Tong Chen; Dr Yadan Luo; Dr Sen Wang; Professor Shazia Sadiq: Video-sharing platforms are a critical information channel for the public. Increasing scale and shifts in user base, with Generation Z now as the dominant user, have resulted in an unprecedented amount of ubiquitous changes in the content and users of these platforms which greatly challenges the responsiveness and quality of the services provided. This project aims to design innovative algorithms to effectively predict and leverage changes, optimise the value of changes, and extract insights from changes for diverse downstream applications of video-sharing platforms. The expected outcomes will create new-generation representation learning techniques, and provide practical tools to amplify the socioeconomic values of video-sharing platforms.
Dr Quoc Viet Hung Nguyen; Associate Professor Hongzhi Yin: AI-powered recommender systems provide recommendations for daily lives, but they need to be legally interpretable and explainable. This project aims to transform existing black-box recommender models into transparent and trustworthy decision-support systems. The resulting tools will offer granular, explorable rationales for the recommendations in real time, creating greater public confidence while advancing the field. The expected outcomes include graph embedding methods for capturing real-world relationships in all their messiness and complexity. The anticipated contributions include impartial and accountable recommender models that are resistant to adversarial attacks and that slow the spread of misinformation.
Promotion Success
We would like to share the exciting news of recent promotion successes of CIRES CIs. Please join us to congratulate:
- Professor Hongzhi Yin
- Associate Professor Sen Wang
- Senior Lecturer Rocky Chen
ITRP Managers Symposium
On 16-17 October, CIRES Centre Manager Kate Aldridge and Coordinator Kathleen Williamson attended the 2023 ARC National ITRP Managers Symposium held in Adelaide; meeting with ARC representatives and fellow Managers from across Australia and sharing tips, insights and experience in the operational management of our ARC Hubs and Training Centres. This important knowledge sharing and problem solving event, also included a professional training session “Speaking with Influence” presented by Gary Edwards which provided many tactics and strategies to improve communication, and get better results in any situation. Below is a photo of the UQ representatives at the Symposium.
Why data-smart leaders create teams of “purple people”
“Data Is Everybody’s Business” by Barb Wixom, Leslie Owens, and Cynthia Beath with MIT CISR (MIT Center for Information Systems Research) features contributions from CIRES Chief Investigator, Ida Asadi Someh. The excerpt features content that is available in academic form in Journal of Association for Information Systems – https://lnkd.in/gWUW7Gx4
Ida’s collaborator, Barbara Wixom, is a CIRES International Expert Panel Member.
UQ AI Research Network Launches
UQ Research and Innovation Week 2023 saw the launch of the University’s new Research Networks, which provide a platform for a collaborative and transdisciplinary approach to fields of research with broad impacts across society. In opening the event, Professor Shazia Sadiq, CIRES Centre Director, and Director of the UQ AI Collaboratory commented on the enormity of recent advancements in AI, and the profound impact it can have on science, business and society. This prompted the establishment of the UQ AI Collaboratory in 2021.
Welcome to Data Engineer Zhuochen Wu
We’d like to welcome Zhuochen Wu to CIRES! Zhuochen joined the Centre as a Data Engineer in November 2022 and is based at Swinburne University of Technology. Her main work includes data curation, resilient data pipelines, graph databases and distributed ETL systems, with a focus on data extraction and analytics pipeline integration. Zhuochen has a degree of Master of Computing with Data Science specialisation from the Australian National University. She works closely with Chief Investigator Associate Professor Amir Aryani. She is excited by the diverse projects within the Centre and is looking forward to collaborating with other researchers to find meaningful insights from data.
Welcome to Data Engineer Shaoyang Fan
We’d like to welcome Dr Shaoyang Fan to CIRES! Shaoyang joined CIRES as a Data Engineer in July 2023 at The University of Queensland. Shaoyang is a data scientist and specialises in microtask crowdsourcing, data quality, and bias. He works closely with Chief Investigator Associate Professor Gianluca Demartini, working in data curation and human computation research, including constructing crowd-sourced data curation processes. He has a PhD in Computer Science and Master of Science in Information Technology, both from UQ, and Master of Science in Econometrics from The University of Manchester.
Shaoyang is looking forward to applying his technical skills and passion for data science to make impactful contributions to the Centre.
Dr Sen Wang CI for new ARC Training Centre in Predictive Breeding in Agriculture
Congratulations to School of EECS, Professor Helen Huang, and CIRES CI, Dr Sen Wang, for the successful $5M funding of the ARC Training Centre in Predictive Breeding for Agricultural Futures. The Centre will train the next generation of breeders and develop cutting-edge predictive breeding technologies in partnership with industry. The Centre will train 31 PhDs, seven Postdocs and perform research across 21 agriculturally important species. The Centre brings together significant contributions from five Australian universities and 30 national and international partner organisations, and now the ARC, to a total value of $136M.
Best Paper Award ICTIR 2023
Congratulations to CIRES Chief Investigator Associate Professor Gianluca Demartini and fellow authors who received the Best Paper Award for their work “Perspectives on Large Language Models for Relevance Judgment” https://lnkd.in/gmf3qU97
The work is the result of an international collaboration between researchers in Italy, USA, Canada, Australia, Germany, Netherlands, and Japan, who highlight the risks and opportunities of large language models and their impact on information retrieval research. The award was given by a committee of information retrieval experts at the ACM, Association for Computing Machinery‘s SIGIR International Conference on the Theory of Information Retrieval in Taipei last week.
CIRES is 2!
CIRES has turned 2! On 1 August 2023 we celebrated at CIRES headquarters at UQ with light lunch and cake and shared key highlights from CIRES over the past 2 years.
CIRES Highlights
The partnership between CIRES and Health and Wellbeing Queensland has broadened my perspectives and understanding in the field of data, especially the use/application of data science in health. Every CIRES event, workshop, and presentation never cease to inspire and challenge my thinking and perspectives when designing solutions to address obesity prevention. Dr Li Kheng Chai, Partner Investigator, Health and Wellbeing Queensland
The two highlights for me were the showcase events last November – the Information Resilience Symposium and the Centre Launch and tour – it was great to hear what the Centre had been doing. Geoff Clarke, CIRES Strategy Board
Interdisciplinary opportunities including the Building Social Licence workshop and hosting international visiting students. Associate Professor Gianluca Demartini, Chief Investigator and Theme Leader
Facilitating the CIRES BIS Reading group and having the opportunity to contribute to the CIRES industry partner research projects, including community attitude towards data analytics. Dr Javad Pool, Postdoctoral Research Fellow
Working amongst the CIRES team day to day has been excellent. The structure of CIRES supports PhD candidates and early-career researchers through its internal leadership management and governance frameworks. We also get access to useful external feedback and thought-partnership from industry and other universities with which CIRES has developed strong relationships. Attending the PhD school was a good opportunity to meet fellow emerging scholars in the field of Information Resilience from universities across Australia. It created a convivial atmosphere for us, future thought-leaders in this field, to acquaint with one another’s work as well as at a personal level. Krishna Dermawan, PhD Researcher
Computational Social Science Reading group
We have a number of reading groups happening across the Centre and it’s a key part of our cross-collaboration between our university partners Swinburne University of Technology and The University of Queensland.
Great conversation in the Computational Social Science Reading group led by CIRES Postdoc Dr Hui Yin, PhD researchers Pa Pa Khin and Lufan Zhang, and Dr Javad Pool, around AI-enabled knowledge sharing and learning.
Swinburne University of Technology, hosted our second Computational Social Science Reading group with the collaboration of colleagues at the University of Queensland, part of the ARC Training Centre for Information Resilience (CIRES).
Dr. Hui Yin leads the conversation today with a focus on a paper about knowledge management titled ” AI-enabled knowledge sharing and learning: redesigning roles and processes” (https://lnkd.in/g8xSTg3c). Pa Pa Khin gave a detailed introduction to this paper. This research paper provides a comprehensive framework for analyzing AI’s impact on various practices in knowledge management, and it uncovers the vital necessity of tailored AI-enabled knowledge management systems to cater to modern knowledge worker demands. We had a productive conversation about the role of AI in facilitating organizational knowledge sharing and learning, and how it can support knowledge management activities.
Keynote at 2023 ACM SIGMOD/PODS
CIRES Centre Director, Professor Shazia Sadiq presented a keynote “DEI Perspectives in Information Technology Education” on June 21 at the 2023 ACM SIGMOD/PODS International Conference on Management of Data, Seattle, Washington, USA.
Information Technology (IT) has become deeply intertwined with business and society across many sectors such as health, transport, manufacturing, and education is no exception. In this talk I will outline some of the challenges in education resulting from increasingly diverse student populations and shifts in delivery modes for learning. I will also share experiences and strategies for embedding DEI perspectives in education of, for and with Information Technology.