Publications

Journal Articles

Bae S, Suffoletto B, Chung T, Ferreira D, Dey AK. Predicting Heavy Drinking Episodes(HDEs) in Young Adults Using Smartphone-based Sensors for Just-In-Time Interventions. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), ACM, 2018.11 (in submission)

Bae S, Chung T, Ferreira D, Dey AK, Suffoletto B. Mobile Phone Sensors and Supervised Machine Learning to Identify Alcohol Use Events in Young Adults: Implications for Just-In-Time Adaptive Interventions. Addictive Behaviors, 2018. 8 [pdf]

Low CA, Dey AK, Ferreira D, Kamarck T, Sun W, Bae S, Doryab A. Estimation of Symptom Severity During Chemotherapy From Passively Sensed Data: An Exploratory Study. Journal of Medical Internet Research (JMIR), 2017.12 [pdf]

Bae S, D. Ferreira, B. Suffoletto, J.C. Puyana, R. Kurtz, T.A. Chung and A.K. Dey. Detecting Drinking Episodes in Young Adults Using Smartphone-based Sensors. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), ACM, Volume 1 Issue 2, 2017.6 [pdf]

Bae S, Jang J, Kim J, (2013) Good Samaritans on social network services: Effects of shared context information on social supports for strangers. International Journal of Human-Computer Studies, Special Issue: “Social Networks and Ubiquitous Interactions ” 2013, SCI (Science Citation Index) [pdf]

Bae S, Lee H, Park H, Cho H, Park J, Kim J, (2012) The effects of egocentric and allocentric representations on presence and perceived realism: Tested in stereoscopic 3D games. Interacting with Computers, No 24, 251–264, 2012, SCI (Science Citation Index) [pdf]

Bae S, Lee H, Park H, Jang J, Kim J, (2012) Competition & Collaboration: Why people share where they are? Journal of the HCI Society of Korea, 7(1), 2012.5, 19-28

Lee H, Park H, Bae S, Kim J, (2012) Social Network Service Users’ Criteria and Strategies for Context Sharing, Journal of the HCI Society of Korea, 7(1), 2012.5, 11-17

Park W, Jung I, Park J, Bae S, Jung S (2011). The Effect of Spatial Dimension Shifts in Rotated Target Position Search. The Korean Journal of Cognitive Science, 22(2), 103-121

Peer-Reviewed Conference Papers

Bae S, D. Ferreira, B. Suffoletto, J.C. Puyana, R. Kurtz, T.A. Chung and A.K. Dey. Detecting Drinking Episodes in Young Adults Using Smartphone-based Sensors. 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing. ACM. 2017.9 [pdf]

Bae, S., Dey, A.K. and Low, C.A. Using passively collected sedentary behavior to predict hospital readmission. In Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing 616-621. ACM. 2016. [pdf]

Bae S, Jang J, Kim J, (2013) Social Contagion Effect. HCI Korea, Korea, 2013.1.

Bae S, Lee H, Park H, Jang J and Kim J. Competition & Collaboration: Why People Share Location Context Information? HCI Korea, Korea, 900-903, 2012.1.

Lee H, Park H, Bae S, Kim J, (2012) Sharing strategies of context information for users on social network services. HCI Korea, 2012.1, 891-895

Bae S, Cho H, Lee H, Park J, Kim J (2011). Which factors make users feel real? : The study of effects of 3D display users’ spatial cognition on Presence. HCI Korea, Korea, 2011.1, 669-672

Cho H, Bae S, Lee H, Park J, Kim J (2010). The effects of Tangible media on users’ empathy: Focused on 3D display users’ experiences. The Korea society of Management Information Systems, Korean Federation of Science & Technology Societies, 2010. 6

Bae S, Park S (2005). User experienced Interface Design Guideline through Usability of Personalized Service in Internet Shopping mall-Based on Quality Evaluation of Personalized Service. HCI Korea, Korea, Jan.31-Feb.3, Jan 2005. 1593-1602

Bae S, Park S (2004). An Interrelation between Design Elements and Commodity Sales in Websites. HCI Korea, Feb.9-12, 2004, 1370-1372

Bae S, Park S (2003). Analysis of Factors Affecting the Use of an Opt-in E-mail (Measurement: Opening rate and Click-through rate). HCI Korea, Korea, Feb.10-13, Feb 2003, 567-570

Presentation

S. BaePredicting addictive behaviors by measuring human functions. HCII Faculty Madness talks, Human-Computer Interaction Institute, Carnegie Mellon University, August 2018.

S. Bae. How can we detect whether young adults drink alcohol solely using smartphones? HCII Seminar talk series, Human-Computer Interaction Institute, Carnegie Mellon University, September 2017.

T.A. Chung, B. Suffoletto*, S. Bae, A.K. Dey. Exploring the Use of Smartphone-based Sensors to Detect Drinking Episodes in Young Adults as A Step Toward Just-In-Time Intervention. Research Society on Alcoholism (RSA). Symposium on Treatments for Adolescent and Young Adult Alcohol and Marijuana Users. June, 2017. Selected top 8 studies for press release.

LATTICE symposium (Launching Academics on the Tenure-Track: An Intentional Community in Engineering and Computer Science). May 18-21, 2017 at Islandwood Conference Center on Bainbridge Island, outside of Seattle, WA. Selected top 30 women scientists in EECS, USA

Low, C.A.*, S. Bae, D. Ferreira, T. Kamarck, W. Sun, Dey, A.K. Daily Stress during Chemotherapy: Associations with Changes in Quality of Life, Depression, and Inflammation. American Psychosomatic Society meeting(APS). Mobilizing Technology to Advance Biobehavioral Science and Health. March, 2017.

S. BaeUsing Passively Collected Sedentary Behavior to Predict Hospital Readmission. HCII Seminar talk series, Human-Computer Interaction Institute, Carnegie Mellon University, September 2016.

S. Bae.  Monitoring Patients Behaviors using Smartphones and Wearables. Yonsei University, September 2016.

Bae S  Elders Self-Monitoring Their Health at Home: Feasibility of Usability and Compliance. Human Computer Interaction Institute 20th Anniversary Celebration, poster session, 2014 Nov, Carnegie Mellon University

S. Bae, Jodi Forlizzi, Steven Dow and John Zimmerman. Hospital Readmission and Care Plan Compliance, QoLT(Quality of Life Technology Center) Spring Summit, panel discussion session, Carnegie Mellon University, June 2014. 

Poster/demo

S. Bae, J. Serim, T.A. Chung, B. Suffoletto, A.K. Dey Understanding the Effect of Marijuana Use on Cognitive Functions in Young Adults for Just-In- Time Interventions, Integrative Conference on Technology, Social Media, and Behavioral Health, Nov. 2018

S. Bae, J. Zhu, J. Huang and G. Srivastava. Tracking Human Behaviors via Mobile Sensors, HCII Demo Day, Carnegie Mellon University, Apr. 2017

S. Bae. Elders Self-Monitoring Their Health at Home: Feasibility of Usability and Compliance. Human Computer Interaction Institute 20th Anniversary Celebration, poster session, Carnegie Mellon University, Nov 2014

Bae S, Jang J, Kim J The effects of Context information types for anonymous users on Social network services. The Korean Society for Emotion & Sensibility, poster session 1, 2012 May, Sang-Myoung University

Patents

S. Bae, B Suffoletto, T.A. Chung and A.K. Dey. Detecting Drinking Episodes in Young Adults Using Smartphone-based Sensors, CMU Invention Disclosure 2018-June. submitted, 2018.

S. Bae , Hwang J, Lee S and Hwang B. Apparatus and method for supporting multimedia service in mobile terminal, Samsung Electronics, US Patent, US20070202898 A1, 2007. [Link] [PDF]

S. Bae, Hwang J, Lee S and Hwang B. Full Touch Application Development Sweeping Command in a Mobile Device, Samsung Electronics Co., Ltd. Korea patent (Targeting China, Patent Pending), 2007.

Theses

Bae S (2013). The Effects of Shared Context Information on Social Supports for Perfect Strangers, Dissertation

Bae S (2004). User Experienced Interface Design Guideline through Usability of Personalized Service in Internet Shopping Mall-Based on Quality Evaluation of Personalized Service, Master Thesis