CURRENT RESEARCH

Fintech

PROJECTS:
  • 2018 - current: Assisted and Automated Unsecured Lending: funded by AISingapore, the project works with industry partners to build a solution for unsecured lending in Singapore.

Members: Ms. Tianhui Tan (PhD student), Mr. Alvaro Gonzalez Rivas (PhD student)

  • 2017 - current: Know-Your-Customer Analytics in Peer-to-Peer Lending: how can mobile-based peer-to-peer lending using unstructured data to detect fraud, predict customer behaviour, and optimise their lending practices.

Members: Dr. Xuesong Lu (Postdoctoral fellow), Ms. Tianhui Tan (PhD student), Ms. Giang Hoang (PhD student), Mr. Xiaobin Ran (visiting scholar, AY2017-2018)

  • 2015 - current: Social Media and Mobile-based Credit Scoring: using social media and networks, mobile data to help with credit scoring for microfinance and emerging markets.

Member: Ms. Tianhui Tan (PhD student)

Media & Social Networks

PROJECTS:
  • 2017 - current: Subscription and video streaming services have been widely popular.  Yet, little is known about how consumers behave nor optimal strategies in these environments.  For example, what is the impact of grandfather clause on customer behavior.  Does timed comments (aka danmaku) help or hurt customer behavior?

Member: Mr. Xiaoqing Zhang (PhD student)

Digital & Online Goods

Coming Soon

EDUCATION

Coming Soon

View current lab members here

Conference Proceedings:

  • Mehrotra, Rishabh, Prasanta Bhattacharya, Tianhui Tan, and Tuan Q. Phan, “Predictive Power of Online and Offline Behavior Sequences: Evidence from a Micro-Finance Context.” International Conference on Information Systems (ICIS) Proceedings, 2017, Seoul, Republic of Korea. http://aisel.aisnet.org/icis2017/DataScience/Presentations/28/
  • Lu, Xuesong, Alvaro Gonzalez Rivas, Prasanta Bhattacharya and Tuan Q. Phan, “A Paypal for the Un-Banked: Analyzing Mobile-Based Micro-Cash Transfers in a Large Developing Economy.” International Conference on Information Systems (ICIS) Proceedings, 2017, Seoul, Republic of Korea. http://aisel.aisnet.org/icis2017/IT-and-Social/Presentations/17/
  • Tan, Tianhui, Prasanta Bhattacharya and Tuan Q. Phan, “Social Media-driven Credit Scoring: The Predictive Value of Social Structures.” Statistical Challenges in Electronic Commerce Research, June 26-28, 2017, Ho Chi Minh City, Vietnam.
  • Tan, Tianhui and Tuan Q. Phan, “Social Media-Driven Credit Scoring: the Predictive Value of Social Structure”. International Conference on Information Systems (ICIS) Proceedings, 2016, Dublin, Ireland. http://aisel.aisnet.org/icis2016/DataScience/Presentations/18/
    • Most Innovative Research-In-Progress Award
  • Tan, Tianhui, Prasanta Bhattacharya and Tuan Q. Phan, “Credit-worthiness Prediction in Microfinance using Mobile Data: A Spatio-network Approach.” International Conference on Information Systems (ICIS) Proceedings, 2016, Dublin, Ireland. http://aisel.aisnet.org/icis2016/EBusiness/Presentations/28/
  • Tan, Tianhui and Tuan Q. Phan, “A Method for Credit Scoring using Social Media.” Statistical Challenges in Electronic Commerce Research, 2016, Naxos, Greece

Publications:

  • Bhattacharya, Prasanta, Tuan Q. Phan, Xue Bai, and Edoardo M. Airoldi. “A Co-evolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks.” Information Systems Research (Forthcoming)
  • Phan, Tuan Q., and David Godes. “The Evolution of Influence Through Endogenous Link Formation.” Marketing Science, March 12, 2018. doi: 1287/mksc.2017.1077.
  • Chen, Xi, Ralf van der Lans, and Tuan Q. Phan. “Uncovering the Importance of Relationship Characteristics in Social Networks: Implications for Seeding Strategies.” Journal of Marketing Research 54, no. 2 (2017): 187–201. doi:1509/jmr.12.0511.
  • Cavusoglu, Huseyin, Tuan Q. Phan, Hasan Cavusoglu, and Edoardo M. Airoldi. “Assessing the Impact of Granular Privacy Controls on Content Sharing and Disclosure on Facebook.” Information Systems Research 27, no. 4 (2016): 848–879. doi:1287/isre.2016.0672.
  • Phan, Tuan Q., and Edoardo M. Airoldi. “A Natural Experiment of Social Network Formation and Dynamics.” Proceedings of the National Academy of Sciences 112, no. 21 (May 26, 2015): 6595–6600. doi:10.1073/pnas.1404770112.

Journal Publications:

  • Bhattacharya, Prasanta, Tuan Q. Phan, Xue Bai, and Edoardo M. Airoldi. “A Co-evolution Model of Network Structure and User Behavior: The Case of Content Generation in Online Social Networks.” Information Systems Research (Forthcoming)
  • Phan, Tuan Q., and David Godes. “The Evolution of Influence Through Endogenous Link Formation.” Marketing Science, March 12, 2018. doi: 1287/mksc.2017.1077.
  • Chen, Xi, Ralf van der Lans, and Tuan Q. Phan. “Uncovering the Importance of Relationship Characteristics in Social Networks: Implications for Seeding Strategies.” Journal of Marketing Research 54, no. 2 (2017): 187–201. doi:10.1509/jmr.12.0511.
  • Cavusoglu, Huseyin, Tuan Q. Phan, Hasan Cavusoglu, and Edoardo M. Airoldi. “Assessing the Impact of Granular Privacy Controls on Content Sharing and Disclosure on Facebook.” Information Systems Research 27, no. 4 (2016): 848–879. doi:10.1287/isre.2016.0672.
  • Phan, Tuan Q., and Edoardo M. Airoldi. “A Natural Experiment of Social Network Formation and Dynamics.” Proceedings of the National Academy of Sciences 112, no. 21 (May 26, 2015): 6595–6600. doi:10.1073/pnas.1404770112.
Google Scholar

View available publications on Google Scholar by Dr. Tuan Q. Phan.

SSRN

View available publications on SSRB by Dr. Tuan Q. Phan.