Eunyee Koh

Senior Research Scientist

BigData Experience Lab, San Jose

Eunyee is a researcher at Adobe Research. She finished her PhD at the Computer Science Department of Texas A&M University. Her advisor is Prof. Andruid Kerne.

She graduated in 2002 from the Seoul National University with a bachelor’s in computer science and engineering, and worked for Motorola and Accenture during 2002-2003.

She has been a member of Adobe’s ATL since 2007. Her current research interests include semantic analysis and metadata extraction from media, and how to visualize those extracted metadata interactively for people.

 

My Publications

DeepCompare: Visual and Interactive Comparison of Deep Learning Models

Murugesan, S., Malik, S., Du, F., Koh, E., Lai, T. (Oct. 22, 2018)
Proceedings of Visualization in Data Science (Proc. VDS 2018)

Perceptual Similarity Ranking of Temporal Heatmaps Using Convolutional Neural Networks

Malik, S., Kim, S., Koh, E. (Oct. 22, 2018)
Proceedings of the Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions (EE-USAD 2018)

Personalizable and Interactive Sequence Recommender System

Du, F., Malik, S., Theocharous, G., Koh, E. (Apr. 21, 2018)
CHI Extended Abstracts on Human Factors in Computing Systems

Interactive Campaign Planning for Marketing Analysts

Du, F., Malik, S., Koh, E., Theocharous, G. (Apr. 21, 2018)
CHI Extended Abstracts on Human Factors in Computing Systems

popHistory: Animated Visualization of Personal Web Browsing History

Carrasco, M., Koh, E., Malik, S. (Apr. 25, 2017)
CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’17)

Probabilistic Visitor Stitching on Cross-device Web Logs

Kim, S., Kini, N., Pujara, J., Getoor, L., Koh, E. (Apr. 3, 2017)
WWW

Predicting Online Purchase Conversion for Retargeting

Yeo, J., Kim, S., Koh, E., Hwang, S., Lipa, N. (Feb. 6, 2017)
WSDM

High-Volume Hypothesis Testing for Large-Scale Web Log Analysis

Malik, S., Koh, E. (Apr. 28, 2016)
CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’16)

Information Graph Model and Application to Online Advertising

Danilevsky, M., Koh, E. (Nov. 1, 2013)
Proc. 2013 ACM CIKM Workshop on User Engagement Optimization (UEO’13)

Conferencing room for telepresence with remote participants

Koh, E. (Nov. 7, 2010)
GROUP 2010 : 309-310

Deriving image-text document surrogates to optimize cognition

Koh, E., Kerne, A. (Sep. 15, 2009)
ACM Symposium on Document Engineering 2009 : 84-93

Test collection management and labeling system

Koh, E., Kerne, A., Berry, S. (Sep. 15, 2009)
ACM Symposium on Document Engineering 2009 : 84-93

Toward automatic generation of image-text document surrogates to optimize cognition

Koh, E., Kerne, A., Moeller, J. (Jun. 15, 2009)
JCDL 2009: 417-418

Representing Information Collections for Visual Cognition, PhD thesis abstracts

Koh, E. (Feb. 1, 2009)
SIGMM Records

combinFormation: Mixed-Initiative Composition of Image and Text Surrogates Promotes Information Discovery

Kerne, A., Koh, E., Smith, S., Choi, H., Webb, A., Dworaczyk, B. (Mar. 17, 2008)
ACM Transactions on Information Systems , 27(1), 1-47

An Experimental Method for Measuring the Emergence of New Ideas in Information Discovery

Kerne, A., Smith, S., Koh, E., Graeber, R. (Feb. 20, 2008)
International Journal Human Computer Interaction , 24 (5), 460-477

Creativity Support: The Mixed-Initiative Composition Space, Demonstrations

Kerne, A., Koh, E. (Nov. 14, 2007)
Proceedings of ACM/IEEE Joint Conference on Digital Libraries(JCDL)

Generating Views of the Buzz: Browsing Popular Media and Authoring Using Mixed-Initiative Composition

Koh, E., Kerne, A., Damaraju, S., Webb, A., Sturdivant, D. (Oct. 25, 2007)
In Proceedings of ACM Multimedia , 228-237

Promoting Emergence in Information Discovery by Representing Collections with Composition

Kerne, A., Koh, E., Smith, S., Choi, H., Graeber, R., Webb., A. (Sep. 24, 2007)
Proceedings of ACM Creativity & Cognition , 117-126

Representing Collections as Compositions to Support Distributed Creative Cognition and Situated Creative Learning

Kerne, A., Koh, E. (Sep. 12, 2007)
In New Review of Hypermedia and Multimedia 13(2),135-162

A Creativity Support System in the Design Process, Poster Session

Koh, E., Kerne, A., Hill, R. (May. 15, 2007)
In Proceedings of ACM SIGIR Conference 2007

Supporting Information Exploration through Multiple Searches with Image+Text Surrogates, Doctoral Consortium

Koh, E. (Apr. 23, 2007)
In ACM/IEEE Joint Conference on Digital Libraries(JCDL)

Elimination of Junk Document Surrogate Candidates through Pattern Recognition

Koh, E., Caruso, D., Kerne, A., Gutierrez-Osuna, R. (Apr. 22, 2007)
Proceedings of ACM Document Engineering 2007, 187-195

Choreographic Buttons: Promoting Social Interaction through Human Movement and Clear Affordances

Webb, A., Kerne, A., Koh, E., Joshi, P., Park, Y., Graeber, R. (Nov. 27, 2006)
ACM Multimedia 2006 , 451-460

A Mixed-Initiative System for Representing Collections as Compositions of Image and Text Surrogates

Kerne, A., Koh, E., Dworaczyk, B., Mistrot, J., Choi, H., Smith, S., Graeber, R., Caruso, D., Webb, A., Hill, R., Albea, J. (Apr. 26, 2006)
Procceedings of Joint ACM/IEEE Conference on Digital Libraries (JCDL) 2006, 11-20

I Keep Collecting: College Students Build and Utilize Collections in Spite of Breakdowns

Koh, E., Kerne, A. (Apr. 18, 2006)
European Conf on Digital Libraries (ECDL) , 303-314

Supporting Creative Learning Experience with Compositions of Image and Text Surrogates

Kerne, A., Koh, E., Dworaczyk, B., Choi, H., Smith, S., Hill, R., Albea, J. (Feb. 1, 2006)
ED-MEDIA, World Conference on Educational Multimedia, Hypermedia & Telecommunications , 2567-2574

Generative Semantic Clustering in Spatial Hypertext

Kerne, A., Koh, E., Sundaram, V., Mistrot, J. (Apr. 13, 2005)
ACM Document Engineering (DocEng) , 2-4, 84-93