yhkim.jpg

Younghoon Kim


Assistant Professor

Dept. of Computer Science and Engineering

Hanyang University ERICA Campus


55 Hanyangdaehak-ro, Sangnok,
Ansan, Gyonggi

426-791, Korea


Research group homepage:

[Home page]

nongaussian@hanyang.ac.kr

Research Group [연구실]


Big Data Mining Lab. [Home page]


Introduction


Currently, I am an assistant professor at Hanyang University ERICA, Korea. I received a Ph.D from Seoul National University in 2013 under the supervision of Professor Kyuseok Shim, and a B.S. degree in Computer Science & Engineering from Seoul National University in 2006. I have been working in the area of substring query processing in Database, Big Data analysis focusing on text mining in social network services.


PUBLICATION


International Conference


Crowdsourced Truth Discovery in the Presence of Hierarchies for Knowledge Fusion EDBT 2019
Woohwan Jung
Younghoon KimKyuseok Shim

Interactive Sleep Stage Labelling Tool For Diagnosing Sleep Disorder Using Deep Learning EMBC 2018 Woonghee Lee, Younghoon Kim Classification of Heart Diseases Based On ECG Signals Using Long Short-Term Memory EMBC 2018 Ming Liu, Younghoon Kim

ActiveMotif: Interactive motif discovery with human feedback EMBC 2017 Younghoon KimWoonghee LeeKeonwoo Kim


ViewMap: Sharing Private In-Vehicle Dashcam Videos USENIX NSDI 2017 Minho KimJaemin LimHyunwoo YuKiyeon KimYounghoon KimSuk-Bok Lee


Parallel Computation of k-Nearest Neighbor Joins Using MapReduce IEEE International Conference on Big Data 2016 Wooyeol Kim, Younghoon Kim, and Kyuseok Shim


TOPTRAC: Topical Trajectory Pattern Mining.
KDD 2015
Younghoon Kim, Jiawei Han, Canzhou Yuan


Latent Ranking Analysis using Pairwise Comparisons.
ICDM 2014
Younghoon Kim, Wooyeol Kim, Kyuseok Shim

Efficient top-k algorithms for approximate substring matching.
SIGMOD Conference 2013
Younghoon Kim, Kyuseok Shim

DIGTOBI: a recommendation system for Digg articles using probabilistic modeling.
WWW 2013
Younghoon Kim, Yoonjae Park, Kyuseok Shim

Parallel Top-K Similarity Join Algorithms Using MapReduce.
ICDE 2012
Younghoon Kim, Kyuseok Shim

HotDigg: Finding Recent Hot Topics from Digg.
DASFAA 2012
Younghoon Kim, Kyuseok Shim

TWITOBI: A Recommendation System for Twitter Using Probabilistic Modeling.
ICDM 2011
Younghoon Kim, Kyuseok Shim

Efficient processing of substring match queries with inverted q-gram indexes.
ICDE 2010
Younghoon Kim, Kyoung-Gu Woo, Hyoungmin Park, Kyuseok Shim

International Journal

Forecasting Solar Power Using Long-Short Term Memory and Convolutional Neural Networks

IEEE Access 6: 73068-73080 (2018)

Woonghee Lee, Keonwoo Kim, Junsep Park, Jinhee Kim, Younghoon Kim


Latent ranking analysis using pairwise comparisons in crowdsourcing platforms

Inf. Syst. 65: 7-21 (2017)
Younghoon Kim, Wooyeol Kim, Kyuseok Shim

Integration of graphs from different data sources using crowdsourcing

Journal of Information Sciences, 385: 438-456, 2017
Younghoon Kim, Woohwan Jung, Kyuseok Shim


DBCURE-MR: An efficient density-based clustering algorithm for large data using MapReduce.
Inf. Syst. 42: 15-35 (2014)
Younghoon Kim, Kyuseok Shim, Min-Soeng Kim, June Sup Lee

TWILITE: A recommendation system for Twitter using a probabilistic model based on latent Dirichlet allocation.
Inf. Syst. 42: 59-77 (2014)
Younghoon Kim, Kyuseok Shim

Efficient processing of substring match queries with inverted variable-length gram indexes.
Inf. Sci. 244: 119-141 (2013)
Younghoon Kim, Hyoungmin Park, Kyuseok Shim, Kyoung-Gu Woo


EDUCATION & RESEARCH EXPERIENCE


UNIV. OF ILLINOIS AT URBANA-CHAMPAIGN (UIUC), Illinois, US
Postdoctoral researcher, Feb. 2014 ~ Aug. 2014

SEOUL NATIONAL UNIV., Seoul, Korea
Postdoctoral researcher, Mar. 2013 ~ Jan. 2014

SEOUL NATIONAL UNIV., Seoul, Korea
Ph.D. in Electrical Engineering and Computer Science
Dissertation: “Similarity Query Processing Techniques for Text Data”
Mar. 2007 ~ Feb. 2013

SEOUL NATIONAL UNIV., Seoul, Korea
Bachelor of Science in Computer Science & Engineering
Mar. 1998 ~ Feb. 2006


INDUSTRIAL EXPERIENCE


Daum Communication, Inc.
Seoul, Korea — 2006

Softwise, Inc.
Seoul, Korea — 2001-2004