Projects per year
Personal profile
Biography
Over the course of her academic career, Grace has developed and delivered a number of web applications, mobile solutions and conversational AI innovations to facilitate quality information delivery, personalised services, and digital communications. For example, she recently developed ‘AskPCOS’, a mobile lifestyle intervention to help women manage Polycystic Ovary Syndrome that is used by thousands of women from over 90 countries. Her current work focuses on how to bootstrap people’s daily digital technology practice and facilitate coordinated action by communities using existing social media technologies and services. To this end, at Action Lab, she is undertaking research on the design, modelling and implementation of technologies and systems that underpin the novel services developing in collaboration with many academic and external partners.
Research interests
Web systems and services
Distributed and Mobile Computing Systems
Social networks and social medias
Applied conversational AI
Knowledge engineering
Supervision interests
To explore the conversational interface design and modern responsive architecture in the design and development of web and mobile systems; also to investigate models and patterns of the kinds of systems and services that utilise social media technologies to facilitate co-ordinated actions in a multi-disciplinary context.
Monash teaching commitment
Dr Grace Xie has experience as the Chief Examiner for the following units in the Faculty of IT:
- FIT5183 Mobile and distributed computing systems
- FIT5192 Enterprise and Internet applications development
Grace has experience as the Lecturer for the following units in the Faculty of IT:
- Programming for distributed, parallel and mobile systems
- Mobile and distributed computing systems
- Service-oriented computing and web services
- Internet applications development
- Enterprise application development for the web
Research area keywords
- Web Information Systems
- Applied conversational AI
- Mobile and Ubiquitous Computing
- Social network and social medias
- Health Informatics
- HCI
Network
Projects
- 1 Finished
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PLC Library Reuse in Digital Models of automation system Control Logic (PriMA)
Schmidt, H., Peake, I. & Xie, J.
12/12/05 → 31/10/06
Project: Research
Research output
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The large-scale implementation and evaluation of a healthy lifestyle programme in residential out-of-home care: study protocol
Pizzirani, B., O’Donnell, R., Bruce, L., Breman, R., Smales, M., Xie, J., Hu, H., Skouteris, H. & Green, R., 31 Dec 2020, In : International Journal of Adolescence and Youth. 25, 1, p. 396-406 11 p.Research output: Contribution to journal › Article › Other › peer-review
Open AccessFile1 Citation (Scopus) -
Towards tenant demand-aware bandwidth allocation strategy in cloud datacenter
Cao, J., Ma, Z., Xie, J., Zhu, X., Dong, F. & Liu, B., Apr 2020, In : Future Generation Computer Systems. 105, p. 904-915 12 p.Research output: Contribution to journal › Article › Research › peer-review
5 Citations (Scopus) -
Aspect-specific sentiment classification method based on high-dimensional representation
Wu, H., Cheng, L., Li, J., Wang, J. & Xie, J., 2018, 3rd International Conference on Information Technology and Industrial Automation (ICITIA 2018). D. Lin, S., Hanan Abdullah, A. & Sung, W-T. (eds.). Lancaster PA USA: DEStech Publications, Inc, p. 183-190 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Personalized mobile tool AskPCOS delivering evidence-based quality information about polycystic ovary syndrome
Xie, J., Burstein, F., Garad, R., Teede, H. J. & Boyle, J. A., 2018, In : Seminars in Reproductive Medicine. 36, 1, p. 66-72 7 p.Research output: Contribution to journal › Article › Research › peer-review
6 Citations (Scopus) -
Question-answering aspect classification with hierarchical attention network
Wu, H., Liu, M., Wang, J., Xie, J. & Shen, C., 2018, Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data: 17th China National Conference, CCL 2018 and 6th International Symposium, NLP-NABD 2018 Changsha, China, October 19–21, 2018 Proceedings. Sun, M., Liu, T., Wang, X., Liu, Z. & Liu, Y. (eds.). Cham Switzerland: Springer, p. 225-237 13 p. (Lecture Notes in Computer Science ; vol. 11221 ).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
4 Citations (Scopus)
Prizes
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Future Women Leaders Conference 2019
Xie, Jue (Recipient), Nov 2019
Prize: Prize (including medals and awards)
Activities
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Member - Association for Information Systems
Jue Xie (Fellow)
1 Jan 2016Activity: External Academic Engagement › Professional association or peak discipline body
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Member - Computer Society - Institute of Electrical and Electronics Engineers (IEEE)
Jue Xie (Fellow)
1 Jan 2016Activity: External Academic Engagement › Professional association or peak discipline body
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Coordinating Master of Information Technology Systems - Southeast University - Monash University Joint Graduate School
Jue Xie (Contributor)
1 Nov 2011 → 21 Feb 2017Activity: External Academic Engagement › External research and teaching