Jinyoung Yeo @POSTECH

JINYOUNG YEO (여진영)

I am a Ph.D student in Data Intelligence (DI) Group, advised by Prof. Seung-won Hwang, and Geometric Algorithms (GA) Group, advised by Prof. Hee-Kap Ahn. My research interests are in data mining and data-driven intelligence, particularly the areas of bridging the gap between human and machine knowledge by knowledge harvesting, integration, transfer, and generation.

Email: jj.young.jj [at] gmail [dot] com

Ph.D. in Computer Science and Engineering, POSTECH, Pohang, Korea
(Mar 2012~ Aug 2018)
B.S. in Computer Science and Engineering, Kyungpook National University, Daegu, Korea
(Mar 2005~ Feb 2012)

XINA: Explainable Instance Alignment using Dominance Relationship
Jinyoung Yeo, Haeju Park, Sanghoon Lee, Eric Wonhee Lee, Seung-won Hwang
Under revision: TKDE - IEEE Transactions on Knowledge and Data Engineering, 2018
Conversion Prediction and Predictability: Modeling General and Impulsive Purchase Patterns from Clickstream Data
Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka
Under revision: TKDE - IEEE Transactions on Knowledge and Data Engineering, 2018

Translations as Additional Contexts for Sentence Classification
Reinald Kim Amplayo, Kyungjae Lee, Jinyoung Yeo, Seung-won Hwang
IJCAI - International Joint Conference on Artificial Intelligence, Stockholm, Sweden, 2018
Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning
Jinyoung Yeo, {Gyungbok Lee, Gengyu Wang}*, Seungtaek Choi, Hyunsouk Cho, Reinald Kim Amplayo, Seung-won Hwang
(* authors in alphabetical order with equal contribution)
LREC - Language Resources and Evaluation Conference, Miyazaki, Japan, 2018
Machine-translated Knowledge Transfer for Commonsense Causal Reasoning
Jinyoung Yeo, Gengyu Wang, Hyunsouk Cho, Seungtaek Choi, Seung-won Hwang
AAAI - AAAI Conference on Artificial Intelligence, New Orleans, USA, 2018

Efficient Keyword-aware Representative Travel Route Recommendation
Yu-Ting Wen, Jinyoung Yeo, Wen-Chih Peng, Seung-won Hwang
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2017
Multimodal KB Harvesting for Emerging Spatial Entities
Jinyoung Yeo, Hyunsouk Cho, Jin-woo Park, Seung-won Hwang
TKDE - IEEE Transactions on Knowledge and Data Engineering, 2017
Predicting Online Purchase Conversion for Retargeting
Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
WSDM - ACM International Conference on Web Search and Data Mining, Cambridge, UK, 2017

Event Grounding from Multimodal Social Network Fusion
{Hyunsouk Cho, Jinyoung Yeo}*, Seung-won Hwang
(* co-first authors with equal contribution)
ICDM - IEEE International Conference on Data Mining, Barcelona, Spain, 2016
Browsing2purchase: Online Customer Model for Sales Forecasting in an E-Commerce Site
Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka
WWW - International World Wide Web Conference, Montréal, Canada, 2016
Purchase Influence Mining: Identifying Top-k Items Attracting Purchase of Target Item
Sungchul Kim, Jinyoung Yeo, Eunyee Koh, Nedim Lipka
WWW - International World Wide Web Conference, Montréal, Canada, 2016
Understanding Emerging Spatial Entities
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang
AAAI - AAAI Conference on Artificial Intelligence, Phoenix, USA, 2016

KSTR: Keyword-aware Skyline Travel Route Recommendation
Yu-Ting Wen, Kae-Jer Cho, Wen-Chih Peng, Jinyoung Yeo, Seung-won Hwang
ICDM - IEEE International Conference on Data Mining, Atlactic City, USA, 2015
Finding Influential Products on Social Domination Game
Jinyoung Yeo, Jin-woo Park, Seung-won Hwang
CIKM - ACM International Conference on Information and Knowledge Management, Maui, USA, 2012

Sales Forecasting using Browsing Ratios and Browsing Durations
Jinyoung Yeo, Nedim Lipka, Eunyee Koh (Adobe Systems Inc.)
US Patent App., 2017