Projects per year
Personal profile
Biography
Wern Han Lim (Ian) has been teaching computer science with the School of Information Technology since 2015; achieving teaching recognition from student association, school, faculty and campus such as: - 2020 PVC Awards for Excellence in Education: Outstanding Educator - 2019 Faculty of Information Technology Teaching Award: Teaching Excellence - 2018 Monash Student Association (MSA) Teaching Awards - Faculty Teaching Excellence Award: Information Technology. - 2017 Faculty of Information Technology Teaching Award 2017: Citation for Outstanding Contribution to Student Learning. His teaching experience includes: - FIT1008 Introduction to Computer Science - FIT2004 Algorithms and Data Structures - FIT2014 Theory of Computation - FIT3140 Advanced Programming - FIT3152 Data Science - FIT3155 Advanced Data Structures and Algorithms Ian is also the student experience coordinator for the school. He often initiate, coordinates and act as the advisor for student enhancement programs -- having mentored student teams successfully in various local, regional and international events particularly hackathons and datathons. Besides that, he also contributes to community outreach programs such as the Campus Community Engagement (CCE) as one of the academic advisors. On the research front, Ian’s area of interest and expertise includes (not limited to): - Information Retrieval (IR) and Knowledge Discovery particularly on User-Generated Content (UGC) platforms. His work in this area also includes Natural Language Processing (NLP), Data Science (DS) and Machine Learning (ML). - Graph Algorithms for a wide range of use cases such as knowledge graph, social engineering and flow optimization with capacity constraint. To date, he has been involved in a number of research projects in these research areas including postgraduate supervision, industry collaborations and industry consultancy.
Research interests
Ian has a strong research interest to bring order to the World Wide Web (WWW) today – estimating the reliability and information quality of User-Generated Content (UGC). He aims to enhance the information retrieval (IR) experience on the WWW, leveraging the Wisdom of the Crowd (WotC). To do so, he utilizes various data science techniques in conjunction with machine learning (ML) to produce powerful models such as:
- Classification of WWW resources using user annotations/ tags.
- Identifying experts on community question-answering (CQA) platforms and reliable product reviewers for improved recommender systems.
- Prediction of best answer in a CQA environment.
- Identifying high quality comments on Reddit and filtering out unwanted comments/ fake news.
- Identifying malicious users/ spammers on various UGC platforms including fake news.
- Extraction of tacit knowledge from UGC platforms, towards enhancing existing knowledge graphs.
Besides that, he also work on other areas such as:
- Analytics and design of novel flow networks (humans and vehicles) for route optimization with capacity constraints and a wide range of use cases.
Monash teaching commitment
- FIT1008 Introduction to Computer Science
- FIT2004 Algorithms and Data Structures
- FIT2014 Theory of Computations
- FIT3152 Data Science
- FIT3155 Advanced Data Structures and Algorithms
Community service
As a student experience coordinator, Ian as been a part of various community services involving SoIT students such as:
- The Campus Community Engagement (CCE) program with NGOs such as Tzu Chi.
- Deloitte-Monash KidsEdu initiative to provide computing devices for children education.
He also contribute his expertise as for the research into the primary care for the elderly with the Institute of Health System Research (IHSR) of the Malaysia National Institute of Health (NIH).
Consulting
Ian has provided his services both paid and unpaid to the following:
- MIMOS Berhad, the Malaysia National Applied R&D Centre.
- Institute for Health System Research (IHSR), for the Malaysia National Institute of Health (NIH).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer Science, Doctor of Philosophy, Faculty of Information Technology
1 Nov 2010 → 22 May 2018
Award Date: 23 May 2018
Computer Science, Bachelor Degree, Malaysia Sch of Information Technology
26 Feb 2007 → 4 Dec 2009
Award Date: 4 Dec 2009
Research area keywords
- Knowledge representation and reasoning
- Modelling and simulation
- Natural language processing
- Data management and data science
- nformation modelling, management and ontologies
- Knowledge and information management
- User-Generated Content
- Graph algorithms
- Fake News
- Misinformation
- Fact checking
Network
Projects
- 1 Active
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Fake News Detection on Social Networking Services using Tacit Knowledge Graph with User Reliability Estimates
Lim, I., Lay Ki, S., Eu Gene, S., Carman, M. J. & Wong, S. M.
7/09/21 → 6/09/24
Project: Research
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Caching transient data in Information-Centric Internet-of-Things (IC-IoT) networks: A survey
Al-Ward, H., Tan, C. K. & Lim, W. H., Oct 2022, In: Journal of Network and Computer Applications. 206, 22 p., 103491.Research output: Contribution to journal › Review Article › Research › peer-review
1 Citation (Scopus) -
Improved speech emotion recognition based on music-related audio features
Vu, L. N., Phan, R. C. W., Lim, W. H. & Phung, D., 2022, Proceedings of the 30th European Signal Processing Conference (EUSIPCO 2022). Routtenberg, T. & Tadic, P. (eds.). European Association for Signal Processing, p. 120-124 5 p. (European Signal Processing Conference; vol. 2022-August).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Optimising search operations with swarm intelligence
Hou, N. C., Han, L. W. & Kuan, L. M., 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2019). Kawahara, T. & Yi, J. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1993-1997 5 p. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Annotator expertise and information quality in annotation-based retrieval
Lim, W. H. & Carman, M. J., 7 Dec 2017, ADCS 2017: Proceedings of the 22nd Australasian Document Computing Symposium. Koopman, B., Zuccon, G. & Carman, M. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1-8 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
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Estimating relative user expertise for content quality prediction on Reddit
Lim, W. H., Carman, M. J. & Wong, S. M. J., 4 Jul 2017, HT 2017 : Proceedings of the 28th ACM Conference on Hypertext and Social Media. Bonchi, F. & Helic, D. (eds.). New York, NY, USA: Association for Computing Machinery (ACM), p. 55-64 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
8 Citations (Scopus)
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Machine Learning and AI for Health Outcomes - Introduction to Python
Ian Lim (Speaker)
10 Mar 2021 → 18 Mar 2021Activity: Other Teaching Engagements and non-HDR Supervisions › Executive education programs
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22nd NIH Scientific Conference
Ian Lim (Organiser)
23 Sep 2021Activity: Participating in or organising an event types › Contribution to workshop, seminar, course
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Machine Learning and AI for Health Outcomes - Applications of Python
Ian Lim (Speaker)
13 Apr 2021 → 19 May 2021Activity: Other Teaching Engagements and non-HDR Supervisions › Executive education programs
Press/Media
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Monash builds platform to fight misinformation
15/10/20
1 item of Media coverage
Press/Media: Article/Feature
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Social credit, but for forums: Monash Malaysia's answer to managing misinformation
14/10/20
1 item of Media coverage
Press/Media: Article/Feature
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Managing online forums in the age of misinformation
13/10/20
1 item of Media coverage
Press/Media: Article/Feature