Ma, Jun Dr.

Research Fellow (Data Mining Scientist)

  • SMART Infrastructure Facility, Faculty of Engineering and Information Sciences 2012 -

Overview


Dr Jun Ma is a research fellow (data mining scientist) in SMART Infrastructure Facility, University of Wollongong. He worked at the University of Technology, Sydney (UTS), Australia and Southwest Jiaotong University, China before joined SMART. He has over 15 years of experience working in research and teaching in China and Australia. His research focuses on data and decision analysis with applications. At SMART, he works as a data miner to provide data and analysis support for SMART research and projects.

Top Publications


Research Overview


  • Data is the key resources in the current big-data era. Efficiently and effectively processing data and extracting insight information and knowledge from data become more and more important. My work in SMART focuses on data modelling and analysis from data in various application fields, such as infrastructure systems and education.

    I am currently collaborating with my colleagues focusing on areas: analysis of primary school students learning behaviours and performances; topic and sentiment analysis of enterprise online posts; and regional infrastructure services data modelling and visualisation. 

Available as Research Supervisor

Available for Collaborative Projects

Selected Publications


Impact Story


Available as Research Supervisor

Advisees


  • Graduate Advising Relationship

    Degree Research Title Advisee
    Doctor of Philosophy (Integrated) Evaluation of university buildings energy performance using data mining techniques Li, Kehua
    Master of Research - EIS The Application of Natural Language Processing and Machine Learning in Aged Care to Predict Falls and Pressure Injuries Yin, Cedar

Keywords


  • Data modelling and analysis, Data mining and machine learning, Uncertain information process in natural language process and decision making, Uncertain information process, Decision analysis and decision making, Data mining and machine learning

Full Name


  • Jun Ma

Mailing Address


  • SMART Infrastructure Facility

    University of Wollongong

    Wollongong

    NSW

    2522

    Australia

Located In Facility


  • SMART Infrastructure Facility  

Top Publications


Research Overview


  • Data is the key resources in the current big-data era. Efficiently and effectively processing data and extracting insight information and knowledge from data become more and more important. My work in SMART focuses on data modelling and analysis from data in various application fields, such as infrastructure systems and education.

    I am currently collaborating with my colleagues focusing on areas: analysis of primary school students learning behaviours and performances; topic and sentiment analysis of enterprise online posts; and regional infrastructure services data modelling and visualisation. 

Selected Publications


Impact Story


Advisees


  • Graduate Advising Relationship

    Degree Research Title Advisee
    Doctor of Philosophy (Integrated) Evaluation of university buildings energy performance using data mining techniques Li, Kehua
    Master of Research - EIS The Application of Natural Language Processing and Machine Learning in Aged Care to Predict Falls and Pressure Injuries Yin, Cedar

Keywords


  • Data modelling and analysis, Data mining and machine learning, Uncertain information process in natural language process and decision making, Uncertain information process, Decision analysis and decision making, Data mining and machine learning

Full Name


  • Jun Ma

Mailing Address


  • SMART Infrastructure Facility

    University of Wollongong

    Wollongong

    NSW

    2522

    Australia

Located In Facility


  • SMART Infrastructure Facility