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​JINYOUNG YEO (여진영)

I am a Ph.D student in Data Intelligence (DI) Group, advised by Prof. Seung-won Hwang. My research interests are in data mining and data-driven intelligence. I'm particularly interested in the areas of emerging entity (e.g., place and product) understanding by multimodal data.

Education

• Ph.D candidate in Computer Science and Engineering, POSTECH, Pohang, Korea (Mar 2012~ Present)
  - Advisor: Prof. Seung-won Hwang and Prof. Hee-Kap Ahn
• B.S. in Computer Science and Engineering, Kyungpook National University, Daegu, Korea (Mar 2005~ Feb 2012)
  - Time off for mandatory military service for 2 years (Mar 2006~ Mar 2008)

​Research Interest

• Multimodal KB Harvesting
• Location-based Services
• Social Network Analysis
• E-Commerce and Digital Marketing
• ​Deep Learning

Submitted Paper

• Conversion Prediction and Predictability for Retargeting
  Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka
  Under review: TKDE - IEEE Transactions on Knowledge and Data Engineering, 2018

PuBLICations

• 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

Work Experience

• Data Scientist Intern, Adobe Research, San Jose, CA, USA, Summer 2016
• Data Scientist Intern, Adobe Research, San Jose, CA, USA, Fall 2015
  
  

ConTACT

jinye0[at]postech.ac.kr