Siaw Ling Lo

Teaching Topics

• Digital Analytics Technology
• Digital Business – Technologies and Transformation

Research Statement:

• Leverage and apply research findings to solve real-world problems

Research Interest:

Develop practical approaches to uncover knowledge and insights from data. The ability to create and realise values from under-utilised resources such as textual data (be it social media, company reports, patient records or feedback systems) can potentially be transformative for an organisation.

My current research projects are, * Actionable situational intelligence for urban events using social media * Doubt identification and analysis from students' reflection * Digital business and transformation framework

Education

• Doctor of Philosophy - PhD University of Newcastle (2014 — 2017)
• MSc National University of Singapore (2002 — 2004)
• Bachelor of Computing and Mathematical Sciences The University of Western Australia

Companies

• Assistant Professor of Information Systems (Education) Singapore Management University (2020)
• Senior Lecturer Singapore Management University (2018 — 2020)
• Senior Lecturer and Specialist (AI and Analytics) Nanyang Polytechnic (2005 — 2018)
• Research Assistant National University of Singapore (1999 — 2005)
• Senior Software Engineer NCS Pte Ltd (1995 — 1999)

Journal Articles

• Automated doubt identification from informal reflections through hybrid sentic patterns and machine learning approach, by LO, Siaw Ling; TAN, Kar Way; OUH, Eng Lieh. (2021). Research and Practice in Technology Enhanced Learning, 16 (1), 1-24.
• An unsupervised multilingual approach for online social media topic identification, by LO, Siaw Ling; CHIONG, Raymond; CORNFORTH, David. (2017). Expert Systems with Applications, 81 282-298.
• Multilingual sentiment analysis : From formal to informal and scarce resource languages, by LO, Siaw Ling; CAMBRIA, Erik; CHIONG, Raymond; CORNFORTH, David. (2016). Artificial Intelligence Review, 48 (4), 499-527.
• A multilingual semi-supervised approach in deriving Singlish sentic patterns for polarity detection, by LO, Siaw Ling; CAMBRIA, Erik; CHIONG, Raymond; CORNFORTH, David. (2016). Knowledge-Based Systems, 105 236-247.
• Ranking of high-value social audiences on Twitter, by LO, Siaw Ling; CHIONG, Raymond; CORNFORTH, David. (2016). Decision Support Systems, 85 34-48.
• Using support vector machine ensembles for target audience classification on Twitter, by LO, Siaw Ling; CHIONG, Raymond; CORNFORTH, David. (2015). PLoS ONE, 10 (4), 1-20.
• Proteome database of hepatocellular carcinoma., by LIANG, Cynthia; NEO, Jason; LO, Siaw Ling; TAN, Gek San; SEOW, Teck Keong; CHUNG, Maxey. (2002). Journal of Chromatography B, 771 (1-2), 303-328.