Data Analytics

<div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">He, T. (2024)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Detect Cheating from Multi-modalities<em> MComp (Information Systems) Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2024/05/HeTingyu-MComp-Thesis_2024.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Peng, J., Hahn, J. and Huang, K.-W. (2023)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Handling Missing Values in Information Systems Research: A Review of Methods and Assumptions<em> Information Systems Research</em> 34(1), 5-26</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://doi.org/10.1287/isre.2022.1104" target="_blank">10.1287/isre.2022.1104</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Chen, D. and Hahn, J. (2022)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Impact of End-user Privacy Enhancing Technologies on Firms’ Analytics Capabilities<em> Working Paper</em> </p> </div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Peng, J., Hahn, J. and Qiao, D. (2021)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Predictive Analytics in Changing Environments: Trade-offs in Response to Changes in Data Patterns<em> Working Paper</em> </p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://ssrn.com/abstract=3956423" target="_blank">SSRN</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Lim, K.L. (2021)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>How Much is This Cookie?<em> BSc. (Business Analytics) Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/LimKaiLe_BT4101_FinalReport_2021.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Peng, J. and Hahn, J. (2020)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Transfer Learning in Dynamic Data Environments: Trade-offs in Response to Changes<em> Proceedings of the 2020 International Conference on Information Systems (ICIS 2020)</em> Hyderabad, India (Virtual Conference), December 13-16.</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://aisel.aisnet.org/icis2020/adv_research_methods/adv_research_methods/2/" target="_blank">AIS eLibrary</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Chen, D. and Hahn, J. (2020)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Impact of End-User Privacy Enhancing Technologies (PETs) on Firms’ Analytics Performance<em> Proceedings of the 2020 International Conference on Information Systems (ICIS 2020)</em> Hyderabad, India (Virtual Conference), December 13-16.</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://aisel.aisnet.org/icis2020/digital_commerce/digital_commerce/3/" target="_blank">AIS eLibrary</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Adikari, S., Dutta, K., and Hahn, J. (2020)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Improving Advertiser Return in Real-time Bidding Digital Advertising: A Classification-based Approach<em> Working Paper</em> </p> </div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Peng, J. (2020)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Data Analytics in Complex Data Environments: Methods Towards Missing Values and Dynamic Data Patterns<em> PhD Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/PengJ.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Zhong, M. (2019)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Evaluating the Programming Expertise of Users on StackOverflow<em> BSc. (Business Analytics) Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/Zhong_Mengjia_BT4101_FinalReport_2019.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Gaskin, J., Hahn, J., Park, Y., Pentland, B.T. and Susarla, A. (2017)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Time to Reconsider Time in the Digital Age<em> Proceedings of the 2017 International Conference on Information Systems (ICIS 2017)</em> Seoul, South Korea, December 10-13. </p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="http://aisel.aisnet.org/icis2017/Panels/Presentations/6/" target="_blank">AIS eLibrary</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Adikari, S. (2017)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Revenue Optimization in Real-Time Bidding Based Advertising for Mobile Devices<em> PhD Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/ShalindaA.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Chen, Y. (2017)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Evaluating the Novelty of Crowdfunding Projects<em> BSc. (Business Analytics) Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/JiaoAnqing_IS4101FinalReport_2015.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Liu, Y. (2017)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Roles of Text in Images in Crowdfunding Projects<em> BSc. (Business Analytics) Dissertation</em> School of Computing, National University of Singapore</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="https://www.garbcan.com/wp-content/uploads/2023/04/LiuYue_BT4101FinalReport_2017.pdf" target="_blank">Download PDF</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Kankanhalli, A., Hahn, J., Tan, S. and Gao, G. (2016)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Big Data and Analytics in Healthcare: Introduction to the Special Issue<em> Information Systems Frontiers</em> 18(2) Special Section on Big Data and Analytics in Healthcare, pp. 233-235.</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="http://dx.doi.org/10.1007/s10796-016-9641-2" target="_blank">10.1007/s10796-016-9641-2</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Hahn, J. and Kauffman, R.J. (2004)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>A Methodology for Business Value-Driven Website Evaluation: A Data Envelopment Analysis Approach<em> Proceedings of the Third Annual Workshop on HCI Research in MIS (AIS SIGHCI 2004)</em> Washington D.C., December 10-11, pp. 45-49.</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="http://aisel.aisnet.org/sighci2004/12/" target="_blank">AIS eLibrary</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Hahn, J. and Kauffman, R.J. (2002)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Information Foraging in Internet-Based Selling: A Systems Design Value Assessment Framework<em> In M. Shaw (Ed.), E-Business Management: Integration of Web Technologies with Business Models, New York, NY: Kluwer Academic Publishers, </em> pp. 195-230.</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="http://doi.org/10.1007/0-306-47548-0_10" target="_blank">10.1007/0-306-47548-0_10</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Hahn, J., Kauffman, R.J. and Park, J. (2002)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design<em> Designing for ROI: Toward a Value-Driven Discipline for E-Commerce System Design”</em> Proceedings of the 2002 Hawai'i International Conference on System Sciences (HICSS 2002)</p> </div> </div><div class="col-sm-3"> <div class="journal-papers-doi"><span>DOI:</span> <a href="http://10.1109/HICSS.2002.994202" target="_blank">Big Island, HI, January 7-10, pp. 2663-2672.</a></div> </div></div> </div><!-- /.journal-papers --> </div></div></div><div class="rushmore-content-area section-journal-papers"><div class="journal-papers-mound-wrap tab-content"> <div class="journal-papers-list"> <div class="journal-papers"> <div class="row"> <div class="col-sm-3"> <p class="jp-name">Kim, J., Yi, K. and Hahn, J. (1996)</p> </div> <div class="col-sm-6"> <div class="journal-papers-meta"> <p>Put Yourself in Somebody Else’s Shoes: Representation Changes in Primal-Dual Linear Programming<em> Proceedings of the Asia Pacific Decision Science Institute (APDSI 1996)</em> Vol. 1, Hong Kong, June 21-22, pp. 5-12.</p> </div> </div></div> </div><!-- /.journal-papers --> </div></div></div>