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
- FIT3134 Entrepreneurship
- 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, Bringing Order to the Web, 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
- Digital Health
Collaborations and top research areas from the last five years
Projects
- 2 Finished
-
A Novel Context-Aware Model for Relation Extractions from Conversational Texts using Graph Convolutional Networks
Lay Ki, S., Wong, K. S., Lim, I., Chun Yong, C. & Tan, I. K. T.
1/09/22 → 28/02/25
Project: Research
-
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
-
A Transformer-free signal encoding module for efficient networked AI systems
Vu, L., Lim, W. H. & Phan, R. C. W., 2024, Proceedings of the 2024 2nd International Workshop on Networked AI Systems. Morabito, R., Jang, S. & M.A. Sayed, A. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Cryptocurrency analysis: Price prediction of cryptocurrency using user sentiments and quantitative data
Perera, D., Lim, J., Gunraku, S. & Lim, W. H., 2024, Proceedings of the 16th International Conference on Agents and Artificial Intelligence - (Volume 3). Paula Rocha, A., Steels, L. & van den Herik, J. (eds.). Setubal Portugal: Scitepress, p. 210-217 8 p. (International Conference on Agents and Artificial Intelligence; vol. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Machine learning-based risk prediction model for medication administration errors in neonatal intensive care units: A prospective direct observational study
Henry Basil, J., Lim, W. H., Syed Ahmad, S. M., Menon Premakumar, C., Mohd Tahir, N. A., Mhd Ali, A., Seman, Z., Ishak, S. & Mohamed Shah, N., 18 Oct 2024, In: Digital Health. 10, 19 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
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
19 Citations (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 AccessFile4 Citations (Scopus)
Activities
-
Python: From Management to Modelling
Ian Lim (Speaker)
26 Jun 2023 → 28 Jun 2023Activity: Other Teaching Engagements and non-HDR Supervisions › Executive education programs
-
Data and Democracy: A Geopolitical Security Forum 2023
Nazirul Hazim A. Khalim (Organiser), Adeeba Kamarulzaman (Keynote/plenary speaker), Azmi Sharom (Keynote/plenary speaker), Tricia Yeoh (Keynote/plenary speaker), Emma Baulch (Invited speaker), Stefan Bächtold (Invited speaker), Ian Lim (Invited speaker), Ika Idris (Invited speaker), Derry Wijaya (Invited speaker), Ridoan Karim (Invited speaker), Loganathan Krishnan (Invited speaker), Andrei Kwok (Invited speaker), Ewilly J. Y. Liew (Session chair) & Mogana Darshini Ganggayah (Invited speaker)
25 Oct 2023Activity: Participating in or organising an event types › Contribution to conference
-
Python: Foundation to Intermediate
Ian Lim (Speaker)
20 Jun 2023 → 22 Jun 2023Activity: Other Teaching Engagements and non-HDR Supervisions › Executive education programs
-
Medical Administration Errors (MAE) Risks in Neonatal Intensive Care Unit (NICU)
Ian Lim (Fellow)
17 Oct 2023 → 31 Dec 2024Activity: External Academic Engagement › External HDR Supervision
-
NDA with SBDR of NIH Malaysia
Ian Lim (Fellow)
29 Sept 2023 → 29 Sept 2025Activity: External Academic Engagement › External research organisation, centre or institute
Press/Media
-
Prebunking fake news with the wisdom of the crowd
Nazirul Hazim A. Khalim & Ian Lim
26/10/23
1 item of Media coverage
Press/Media: Article/Feature
-
Monash builds platform to fight misinformation
15/10/20
1 item of Media coverage
Press/Media: Article/Feature
-
Social credit, but for forums: Monash Malaysia's answer to managing misinformation
14/10/20
1 item of Media coverage
Press/Media: Article/Feature
-
Managing online forums in the age of misinformation
13/10/20
1 item of Media coverage
Press/Media: Article/Feature