The publications by the students of the School of Computing and Information Systems (SCIS) (formerly School of Information Systems) are showcased here. It includes conference proceedings articles, journal articles co-authored mainly with SCIS faculty in computer sciences and its applications.
Submissions from 2024
Reinforcement learning for strategic airport slot scheduling: Analysis of state observations and reward designs, Anh Nguyen-Duy, Duc-Thinh Pham, Jian-Yi Lye, and Nguyen Binh Duong TA Conference Proceeding Article
Automatic grading of short answers using Large Language Models in software engineering courses, Nguyen Binh Duong TA and Yi Meng CHAI Conference Proceeding Article
Fixing your own smells: Adding a mistake-based familiarization step when teaching code refactoring, Ivan Wei Han TAN and Christopher M. POSKITT Conference Proceeding Article
Submissions from 2023
Is a pretrained model the answer to situational awareness detection on social media?, Siaw Ling LO, Kahhe LEE, and Yuhao ZHANG Conference Proceeding Article
Peer learning in an undergraduate linear Algebra course - A social network analysis, Manoj THULASIDAS, Kyong Jin SHIM, and Jonathan TEO Conference Proceeding Article
Submissions from 2022
Investigating Bloom's cognitive skills in foundation and advanced programming courses from students' discussions, Joel Jer Wei LIM, GOTTIPATI Swapna, and Kyong Jin SHIM Conference Proceeding Article
Towards aligning slides and video snippets: Mitigating sequence and content mismatches, Ziyuan LIU and Hady W. LAUW Conference Proceeding Article
VR Computing Lab: An immersive classroom for computing learning, Shawn PANG, Kyong Jin SHIM, Yi Meng LAU, and Swapna GOTTIPATI Conference Proceeding Article
DronLomaly: Runtime detection of anomalous drone behaviors via log analysis and deep learning, Lwin Khin SHAR, Wei MINN, Nguyen Binh Duong TA, Jianli FAN, Lingxiao JIANG, and Daniel Wai Kiat LIM Conference Proceeding Article
XSS for the masses: Integrating security in a web programming course using a security scanner, Lwin Khin SHAR, Christopher M. POSKITT, Kyong Jin SHIM, and Li Ying Leonard WONG Conference Proceeding Article
Do sequels outperform or disappoint? Insights from an analysis of Amazon echo consumer reviews, Kyong Jin SHIM, Siaw Ling LO, and Su Yee LIEW Conference Proceeding Article
Mining competitively-priced bundle configurations, Ezekiel Ong YOUNG and Hady W. LAUW Conference Proceeding Article
RecipeGen++: An automated trigger action programs generator, Imam Nur Bani YUSUF, Diyanah ABDUL JAMAL, Lingxiao JIANG, and David LO Conference Proceeding Article
Submissions from 2021
The efficacy of collaborative authoring of video scene descriptions, Rosiana NATALIE, Jolene Kar Inn LOH, Huei Suen TAN, Joshua Shi-hao TSENG, Ian Luke Yi-ren CHAN, Ebrima H. JARJUE, Hernisa KACORRI, and Kotaro HARA Conference Proceeding Article
Uncovering patterns in reviewers’ feedback to scene description authors, Rosiana NATALIE, Jolene Kar Inn LOH, Huei Suen TAN, Joshua Shi-hao TSENG, and Kotaro HARA Conference Proceeding Article
Profiling Student Learning from Q&A Interactions in Online Discussion Forums, De Lin ONG, Kyong Jin SHIM, and GOTTIPATI Swapna Conference Proceeding Article
Cloud, edge and fog computing: Trends and case studies, Eng Lieh OUH, Stanislaw JARZABEK, Geok Shan LIM, and Masayoshi OGAWA Book Chapter
EtherLearn: Decentralizing learning via blockchain, Nguyen Binh Duong TA and Tian Jun Joel YANG Conference Proceeding Article
Visionary caption: Improving the accessibility of presentation slides through highlighting visualization, Carmen Ji Yan YIP, Jie Mi CHONG, Sin Yee KWEK, Yong WANG, and Kotaro HARA Conference Proceeding Article
Cases from 2020
Where next? Identifying new supermarket locations for the Dairy Farm Group, Marcus ANG, Yongchang CHEN, and Yong Long FOO
Automated discussion analysis - Framework for knowledge analysis from class discussions, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Mallikan GOKARN NITIN Conference Proceeding Article
Using student perceptions to design smart class participation tools: A technology framework, Swapna GOTTIPATI; SHANKARARAMAN, Venky; and Mark Wei Jie NG Conference Proceeding Article
Leveraging profanity for insincere content detection: A neural network approach, Swapna GOTTIPATI, Annabel TAN, David Jing Shan CHOW, and Joel Wee Kiat LIM Conference Proceeding Article
Social media analytics: A case study of Singapore General Election 2020, Sebastian Zhi Tao KHOO, Leong Hock HO, Ee Hong LEE, Danston Kheng Boon GOH, Zehao ZHANG, Swee Hong NG, Haodi QI, and Kyong Jin SHIM Conference Proceeding Article
A social network analysis of jobs and skills, Derrick Ming Yang LEE, Dion Wei Xuan ANG, Grace Mei Ching PUA, Lee Ning NG, Sharon PURBOWO, Eugene Wen Jia CHOY, and Kyong Jin SHIM Conference Proceeding Article
Experimental comparison of features and classifiers for Android malware detection, Lwin Khin SHAR, Biniam Fisseha DEMISSIE, Mariano CECCATO, and Wei MINN Conference Proceeding Article
SmartFuzz: An automated smart fuzzing approach for testing SmartThings apps, Lwin Khin SHAR, Nguyen Binh Duong TA, Lingxiao JIANG, David LO, Wei MINN, Kiah Yong Glenn YEO, and Eugene KIM Conference Proceeding Article
Digital social listening on conversations about sexual harassment, Xuesi SIM, Ern Rae CHANG, Yu Xiang ONG, Jie Ying YEO, Christine Bai Shuang YAN, Eugene Wen Jia CHOY, and Kyong Jin SHIM Conference Proceeding Article
The search for optimal oxygen saturation targets in critically ill: Patients observational data from large ICU databases, Willem VAN DEN BOOM, Michael HOY, Jagadish SANKARAN, Mengru LIU, Haroun CHAHED, Mengling FENG, and Kay Choong SEE Journal Article
Submissions from 2019
Quantifying activity levels of community-dwelling seniors through beacon monitoring, Jin Qiang GOH, Hwee-Pink TAN, and Hwee Xian TAN Conference Proceeding Article
Clustering models for topic analysis in graduate discussion forums, Mallika GOKARN NITIN, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Cognitive and social interaction analysis in graduate discussion forums, Mallika GOKARN NITIN, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Quantum consensus, Jorden SEET and Paul GRIFFIN Conference Proceeding Article
Data-driven surgical duration prediction model for surgery scheduling: A case-study for a practice-feasible model in a public hospital, Kar Way TAN, Francis Ngoc Hoang Long NGUYEN, Boon Yew ANG, Jerald GAN, and Sean Shao Wei LAM Conference Proceeding Article
Submissions from 2018
SUFAT: An analytics tool for gaining insights from student feedback comments, Siddhant PYASI, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Submissions from 2017
Predicting potential Alzheimer medical condition in elderly using IOT sensors - Case study, Zhi Hao Kevin CHONG, Yu Xuan TEE, Ling Jing TOH, Shi Jia PHANG, Jie Ying LIEW, Bertran QUECK, and Swapna GOTTIPATI Conference Proceeding Article
Mining capstone project wikis for knowledge discovery, Swapna GOTTIPATI, Venky SHANKARARAMAN, and Melvrivk GOH Conference Proceeding Article
Using data analytics for discovering library resource insights: Case from Singapore Management University, Ning LU, Rui SONG, Dina Li Gwek HENG, Swapna GOTTIPATI, and Aaron TAY Conference Proceeding Article
Assessing the language of chat for teamwork dialogue, Antonette SHIBANI, Elizabeth KOH, Vivian LAI, and Kyong Jin SHIM Journal Article
Submissions from 2016
Semi-automated tool for providing effective feedback on programming assignments, Min Yan BEH, Swapna GOTTIPATI, David LO, and Venky SHANKARARAMAN Conference Proceeding Article
ICT-TrAVEl: Mobile public transport companion for the visually impaired, Linting CUI, Kenny NGO, and Benjamin Kok Siew GAN Conference Proceeding Article
Capstone course on facilitating business brainstorming in a global workplace, Edison Jun Hao LIM and Benjamin GAN Conference Proceeding Article
Aspect-based helpfulness prediction for online product reviews, Yinfei YANG, Cen CHEN, and Forrest Sheng BAO Conference Proceeding Article
Submissions from 2015
Capstone Projects Mining System for Insights and Recommendations, Melvrivk Aik Chun GOH, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Text-mining Approach for Verifying Alignment of Information Systems Curriculum with Industry Skills, Sheng Xun LAW; GOTTIPATI Swapna; and SHANKARARAMAN, Venky Conference Proceeding Article
Analyzing Educational Comments for Topics and Sentiments: A Text Analytics Approach, Gokran Ila NITIN, Swapna GOTTIPATI, and Venky SHANKARARAMAN Conference Proceeding Article
Submissions from 2013
K-Pop Live: Social networking & language learning platform, Thomas CHUA, Chin Leng ONG, Kian Ming PNG, Aloysius LAU, Houston TOH, Feida ZHU, Kyong Jin SHIM, and Ee-Peng LIM Conference Proceeding Article