Research
This section lists selected journal articles and book chapters research papers published by SoC teaching faculty, researchers and students. Our published papers focus on on technology that provides value. The papers below are intended for private viewing by the page owner or those who otherwise have legitimate access to them. No part of it may in any form or by any electronic, mechanical, photocopying, recording, or any other means be reproduced, stored in a retrieval system or be broadcast or transmitted without the prior permission of the respective publishers.
| Author | Year | Research Topic/Title | Venue/Book Title/Journal | Link |
|---|---|---|---|---|
| Tan, Y. W., Tan, A., Nge, N., & Bhojan, A. | 2022 | DHR: Distributed Hybrid Rendering for Metaverse Experiences, | Proceedings of the 1st Workshop on Interactive eXtended Reality (pp. 51-59) | ARXIV |
| Mueller-Bloch, C., Andersen, J. V., Spasovski, J., & Hahn, J. | 2022 | Understanding Decentralization of Decision-Making Power in Proof-of-Stake Blockchains: An Agent-Based Simulation Approach | European Journal of Information Systems (pp. 1-20) | TandF Online |
| Kaluarachchi, T., Reis, A., & Nanayakkara, S. | 2021 | A Review of Recent Deep Learning Approaches in Human-Centered Machine Learning | Sensors Vol 21, No 7 (pp. 2514) | MDPI |
| Jin, C., Lou, B., & Zhang, J. | 2021 | To Mine or to Trade? An Empirical Study of Bitcoin Exchange and Mining Markets | An Empirical Study of Bitcoin Exchange and Mining Markets | ResearchGate |
| Tan, T., Zhang, Y., Heng, C. S., & Ge, C. | 2020 | Empowerment of Grassroots Consumers: A Revelatory Case of a Chinese Fintech Innovation | Journal of the Association for Information Systems, Forthcoming | AIS eLibrary |
| Li, X., & Whinston, A. B. | 2020 | Analyzing Cryptocurrencies | Information Systems Frontiers, Vol 22 (pp. 17-22) | EconPapers |
| Vardhan, L. V. H., & Kok, S. | 2020 | Generating Privacy-Preserving Synthetic Tabular Data Using Oblivious Variational Autoencoders | Proceedings of the Workshop on Economics of Privacy and Data Labor at the 37 th International Conference on Machine Learning | NUS School of Computing |
| Rivas, A. G., & Heng, C. S. | 2020 | Financial Awareness: Developing an Extension of Financial Literacy for Low-Income Populations Utilizing FinTech | Pacific Asia Conference on Information Systems (PACIS) | AIS eLibrary |
| Dang, H., Dinh, T. T. A., Loghin, D., Chang, E. C., Lin, Q., & Ooi, B. C. | 2019 | Towards Scaling Blockchain Systems via Sharding | Proceedings of the 2019 International Conference on Management of Data (pp. 123-140) | ARXIV |
| Aggarwal, D., Joux, A., Prakash, A., & Santha, M. | 2018 | A New Public-Key Cryptosystem via Mersenne Numbers | Advances in Cryptology-CRYPTO 2018: 38th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 19-23, 2018, Proceedings, Part III 38 (pp. 459-482) | IACR |
| Wang, Q., & Huang, K. W. | 2018 | Exploring the FinTech Jobs-Skills Fit of Financial and Information Technology Professionals: Evidence from LinkedIn | 39th International Conference on Information Systems, San Francisco | AIS eLibrary |
| Ning, J., Dang, H., Hou, R., & Chang, E. C. | 2018 | Keeping Time-Release Secrets through Smart Contracts | Cryptology ePrint Archive | IACR |
| Ryu, S., Kim, K., & Hahn, J. | 2019 | Crowdfunding Success Effects on Financing Outcomes for Startups: A Signaling Theory Perspective | Available at SSRN 2938285 | SSRN |
| Kang, L., Jiang, Q., & Tan, C. H. | 2017 | Remarkable Advocates: An Investigation of Geographic Distance and Social Capital for Crowdfunding | Information & Management, Vol 54, No. 3 (pp. 336-348) | Science Direct |
| Aggarwal, D., Brennen, G. K., Lee, T., Santha, M., & Tomamichel, M. | 2017 | Quantum Attacks on Bitcoin, and How to Protect Against Them | arXiv Preprint arXiv:1710.10377 | ARXIV |
| Teutsch, J., Jain, S. and Saxena, P. | 2017 | When cryptocurrencies mine their own business? | J. Grossklags and B. Preneel (eds.) Financial Cryptography and Data Security Springer Professional | Springer |
| Croman, K., Decker, C., Eyal, I., Gencer, A.E., Juels, A., Kosba, A., Miller, A., Saxena, P., Shi, E., Gün Sirer, E. & Song, D. | 2016 | On Scaling Decentralized Blockchains | Financial Cryptography and Data Security: FC 2016 International Workshops, BITCOIN, VOTING, and WAHC, Christ Church, Barbados, February 26, 2016, Revised Selected Papers 20 (pp. 106-125) | Springer |
| Li, D., Goh, K. Y., & Heng, C. S. | 2016 | Monetizing User-Generated Content in FinTech: An Empirical Study of a Social Investing Site | 37th International Conference on Information Systems, Dublin 2016 | Semantic Scholar |
| Setiono, R., Azcarraga, A., & Hayashi, Y. | 2015 | Using Sample Selection to Improve Accuracy and Simplicity of Rules Extracted from Neural Networks for Credit Scoring Applications | International Journal of Computational Intelligence and Applications Vol. 14, No. 04, 1550021 | WorldScientific |
| Lek, H. H., & Poo, D. C. C. | 2014 | Automatic Generation of an Aspect and Domain Sensitive Sentiment Lexicon | International Journal on Artificial Intelligence Tools, Vol 23, No. 04, 1460019 | DOI |
| Nagurney, A., & Dong, J. | 1996 | General Financial Equilibrium Modeling with Policy Interventions and Transaction Costs | Computational Economics Vol 9 (pp. 3-17) | Springer |
| Chesterman, S., Gao, Y., Hahn, J., & Valerie, S. | 2023 | The Evolution of AI Governance | Authorea Preprints | techrxiv |
| Li, J., Hahn, J., & Tayi, G. | 2023 | Meta-Organizational Learning Through Digital Consensus | ICIS 2023 Proceedings. 16 | AIS eLibrary |
| Chen, D., & Hahn, J. | 2023 | The Economic Implications of Privacy Dark Patterns (PDPs) | ICIS 2023 Proceedings. 1 | AIS eLibrary |
| Li, D., Goh, K. Y., & Heng, C. S. | 2024 | Strategic Content Generation and Monetization in Financial Social Media | Information Systems Research | DOI |
| Chen, C., Goh, K. Y., & Ke, B. | 2024 | Social Media Network Structure and Stock Market Reactions to Buy Recommendations Issued by Social Media Analysts | Available at SSRN 4717663 | SSRN |
| Maeng, J., Goh, K. Y., & Ge, C. | 2023 | Should I Buy Now, Pay Later? An Empirical Study of Consumer Behavior in E-Commerce. | ICIS 2023 Proceedings. 17 | AIS eLibrary |
| Xing, F. | 2024 | Financial risk tolerance profiling from text | Information Processing & Management, 61(4), 103704 | Science Direct |
| Xing, F. | 2024 | Designing Heterogeneous LLM Agents for Financial Sentiment Analysis | arXiv preprint arXiv:2401.05799 | ARXIV |
| Du, K., Xing, F., Mao, R., & Cambria, E. | 2023 | FinSenticNet: A concept-level lexicon for financial sentiment analysis | IEEE Symposium Series on Computational Intelligence (SSCI) (pp. 109-114). IEEE 2023 | IEEE Xplore |
| Du, K., Xing, F., Mao, R., & Cambria, E | 2024 | Financial Sentiment Analysis: Techniques and Applications | ACM Computing Surveys | ACM Digital Library |
| De Simone, L., Jin, P., & Rabetti, D. | 2024 | Tax Avoidance with DeFi Lending | Available at SSRN 4764605 | SSRN |
| Harvey, C. R., & Rabetti, D. | 2024 | International business and decentralized finance | Journal of International Business Studies, 1-24 | Springer |
| Cong, L. W., Landsman, W., Maydew, E., & Rabetti, D. | 2023 | Tax-loss harvesting with cryptocurrencies | Journal of Accounting and Economics, 76(2-3), 101607 | ScienceDirect |
| Charoenwong, B., & Tomar, S. | 2024 | Short-Term Climate Cycles, Forecasts, and Operating Performance | DOI | |
| Charoenwong, B., Kowaleski, Z. T., Kwan, A., & Sutherland, A. G. | 2024 | RegTech: Technology-driven compliance and its effects on profitability, operations, and market structure | Journal of Financial Economics, 154, 103792 | ScienceDirect |
| Wang, Y., & Charoenwong, B | 2024 | The BigTech-Bank Lending Ecosystem | Available at SSRN 4785114 | SSRN |
| Charoenwong, B., Kirby, R. M., & Reiter, J. | 2023 | Risk-Free Interest Rates in Decentralized Finance | Fifth International Conference on Blockchain Computing and Applications (BCCA) (pp. 466-473). IEEE 2023. | IEEE Xplore |
| Charoenwong, B., Kirby, R. M., & Reiter, J | 2023 | Decentralized Finance and Financial Regulation: Limits On Mutable Turing Machines | Available at SSRN | SSRN |