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Personal profile

Biography

Dr. Jue (Grace) Xie works in the Faculty of Information Technology at Monash University as a Lecturer. Grace has been with Monash University since 2003. She is a senior software engineer and a researcher specialised in data quality and web information systems. Grace holds a Bachelor degree of Information Management, a Master degree of Information Technology, and a PhD that she received from Monash University in 2012. During the past 15 years, Grace has been working for a number of research centres inside or outside Monash, including Distributed Systems Technology Centre, Centre for Distributed Systems and Software Engineering, Microsoft Research Asia, and Centre for Organisational and Social Informatics. During the past 6 years, she was appointed by Monash FIT to teach and coordinate a double Masters course in partnership with China Southeast University at Suzhou joint campus. Grace is now a full-time researcher and senior IT developer in applying AI innovations for improved public healthcare at Monash Centre for Health Research and Implementation (MCHRI).

Research interests

Data quality and Web Information Systems for Healthcare

Distributed and Mobile Computing Systems

Semantic Web and Search Technologies

Machine Learning and Deep Learning Technologies

Supervision interests

Information/Data Quality

Web Information Systems

Distributed and Mobile Computing Systems

Semantic Web and Search Technologies

Machine Learning and Deep Learning Technologies

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

Keywords

  • Web Information Systems
  • Data Quality Management
  • Distributed Systems
  • Mobile and Ubiquitous Computing
  • Machine Learning
  • Health Informatics
  • Semantic Web

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2005 2006

PLC Library Reuse in Digital Models of automation system Control Logic (PriMA)

Schmidt, H., Peake, I. & Xie, J.

12/12/0531/10/06

Project: Research

Research Output 2004 2019

  • 6 Conference Paper
  • 2 Article

Towards tenant demand-aware bandwidth allocation strategy in cloud datacenter

Cao, J., Ma, Z., Xie, J., Zhu, X., Dong, F. & Liu, B., 2019, (Accepted/In press) In : Future Generation Computer Systems. p. 1-12 12 p.

Research output: Contribution to journalArticleResearchpeer-review

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 journalArticleResearchpeer-review

Toward establishing a comprehensive public health service platform for chronic disease management and medication in china: A practice in building a smart hypertension medical system

Hua, Y., Xie, J., Liu, L. & Chen, A., 2015, Health Information Science: 4th International Conference (HIS 2015). Yin, X., Ho, K., Zeng, D., Aickelin, U., Zhou, R. & Wang, H. (eds.). Cham Switzerland: Springer, p. 123 - 132 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Using machine learning to support resource quality assessment: An adaptive attribute-based approach for health information portals

Xie, J. & Burstein, F., 2011, Database Systems for Adanced Applications: 16th International Conference, DASFAA 2011, International Workshops: GDB, SIM3, FlashDB, SNSMW, DaMEN, DQIS, Hong Kong, China, April 22-25, 2011, Proceedings. Xu, J., Yu, G., Zhou, S. & Unland, R. (eds.). Heidelberg [Germany]: Springer, p. 526 - 537 12 p. (Lecture Notes in Computer Science; vol. 6637).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Sustaining quality assessment processes in user-centred health information portals

Xie, J., 2009, Proceedings of the 15th Americas Conference on Information Systems. Kempken, M. (ed.). Atlanta GA USA: Association for Information Systems, p. 1 - 9 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Activities 2014 2016

  • 2 Professional association or peak discipline body
  • 1 External research and teaching

Member - Computer Society - Institute of Electrical and Electronics Engineers (IEEE)

Jue Xie (Fellow)
1 Jan 2016

Activity: External Academic EngagementProfessional association or peak discipline body

Member - Association for Information Systems

Jue Xie (Fellow)
1 Jan 2016

Activity: External Academic EngagementProfessional association or peak discipline body

Coordinating Master of Information Technology Systems - Southeast University - Monash University Joint Graduate School

Jue Xie (Contributor)
24 Feb 201429 Aug 2014

Activity: External Academic EngagementExternal research and teaching