Kim, Hyun Duk / Hyun Duk Kim
Ph. D.
EDUCATION
2007.8
~ 2013.8
|
University of Illinois at Urbana-Champaign
- Computer Science
Ph.D. (2013)
- Master of Computer
Science (2009)
- Research Area:
Database, Information Retrieval, Web Opinion Mining
- Research Assistant.
Work with Prof. ChengXiang
Zhai, Text Information Management
Group.
- Researching various techniques for opinion mining, automatic summary and contrastive mining
- Opinion mining is an important technique in Web 2.0 environment for analyzing large amount of opinionated data such as blogs/reviews and providing a concise summary to readers.
- Contrastive mining is for further analyzing texts having comparative/contradictory aspects and showing contrastive points to users effectively.
- Developed ‘Ooops’, opinion search/ filtering/ summarization system.
|
|
|
2001.3
~2007.8
|
Seoul National University
- Graduate with
summa cum laude [ COURSE LIST ]
- Bachelor of Science
in Computer Science and Engineering
- Bachelor of Business
Administration
|
PUBLICATIONS
2015
|
Dae Hoon Park, Hyun Duk Kim, ChengXiang Zhai, and Lifan Guo. Retrieval of Relevant Opinion Sentences for New Products, Proceedings of the Special Interest Group on Information Retrieval (SIGIR'15), 2015, Santiago, Chile. [Paper] |
2013
|
Hyun Duk Kim, Malu Castellanos, Meichun Hsu, ChengXiang Zhai, Thomas Rietz, and Daniel Diermeier, Mining Causal Topics in Text Data: Iterative Topic Modeling with Time Series Feedback, Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), 2013, San Francisco, USA. [Paper][Slide]
Hyun Duk Kim, Malu Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, and Riddhiman Ghosh, Compact Explanatory Opinion Summarization, Proceedings of the 22nd ACM International Conference on Information and Knowledge Management (CIKM'13), 2013, San Francisco, USA. [Paper][Slide]
Hyun Duk Kim, Danila Nikitin, ChengXiang Zhai, Malu Castellanos, and Meichun Hsu, Information Retrieval with Time Series Query, Proceedings of the 4th International Conference on the Theory of Information Retrieval (ICTIR'13), 2013, Copenhagen, Denmark. [Paper]
Hyun Duk Kim, Malu Castellanos, Meichun Hsu, ChengXiang Zhai, Umeshwar Dayal, and Riddhiman Ghosh, Ranking Explanatory Sentences for Opinion Summarization, Proceedings of the Special Interest Group on Information Retrieval (SIGIR'13), 2013, Dublin, Ireland. [Paper]
|
2012
|
Hyun Duk Kim, ChengXiang Zhai, Thomas A. Rietz, Daniel Diermeier, Meichun Hsu, Malu Castellanos, and Carlos Ceja, InCaToMi: Integrative Causal Topic Miner Between Textual and Non-textual Time Series Data, Proceedings of the 21th ACM International Conference on Information and Knowledge Management (CIKM'12), Pages 2689-2691, 2012, Maui Hawaii, USA. [Paper] [Demo] [Poster]
Hyun Duk Kim, Dae Hoon Park, Yue Lu, and ChengXiang Zhai, Enriching Text Representation with Frequent Pattern Mining for Probabilistic Topic Modeling, 74th Annual Meeting of the American Society for Information Science and Technology (ASIS&T`12), 2012, Baltimore, USA. [Paper]
Liangliang Cao, Hyun Duk Kim, Min-Hsuan Tsai, Brian Cho, Zhen Li, Indranil Gupta, ChengXiang Zhai, and Thomas S. Huang, Delta-SimRank Computing on MapReduce, Big Data Mining - 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications (BigMine'12), Pages 28-35, 2012, Beijing, China. (Best paper award) [Paper] [Code]
|
2011
|
Sangkyum Kim, Hyungsul Kim, Tim Weninger, Jiawei Han, and Hyun Duk Kim, Authorship Classification: A Discriminative Syntactic Tree Mining Approach, Proceedings 2011 ACM Conference on Research & Development in Information Retrieval (SIGIR'11), Pages 455-464, 2011, Beijing, China. [Paper]
Hyun Duk Kim, Kavita Ganesan, Parikshit Sondhi and ChengXiang Zhai, Comprehensive Review of Opinion Summarization, UIUC Technical Report, 2011, USA. [Paper]
|
2010
|
Hyun Duk Kim, ChengXiang Zhai and Jiawei Han, Aggregation of Multiple
Judgments for Evaluating Ordered Lists, Proceedings of the 32nd European Conference on Information Retrieval (ECIR'10), Pages 166-178, 2010, Milton Keynes, UK. [Paper]
|
2009
|
Hyun Duk Kim and ChengXiang Zhai, Generating Comparative Summaries of
Contradictory Opinions in Text, Proceedings of the 18th ACM International
Conference on Information and Knowledge Management (CIKM'09), Pages 385-394, 2009, Hongkong. [Paper]
|
2008
|
Hyun Duk Kim, Dae Hoon Park, V.G.Vinod Vydiswaran, and ChengXiang
Zhai, Opinion Summarization Using Entity Features and Probabilistic Sentence
Coherence Optimization: UIUC at TAC 2008 Opinion Summarization Pilot, Text
Analysis Conference (TAC'08), 2008, Maryland, USA. [Paper]
|
2007
|
“Lean Software Development”
- Participated in
co-translating English to Korean (Book link - [English]
[Korean])
|
TEACHING & WORK
EXPERIENCES
2013.7
~ Present
|
Software Engineer, Twitter, San Francisco, USA (http://twitter.com)
- Revenue. Online advertisement.
|
2011.5
~2011.8
2012.5
~2012.8
|
Intern, HP Labs, Palo Alto, USA (http://www.hpl.hp.com)
- Designed a new iterative causal topic mining algorithm and developed an interactive demo system. The algorithm models topics from text data correlated with external time series such as stock price.
- Developed a new opinion summarization problem, explanatory opinion summary, which provides detailed information/reasons of opinions.
- Explored various new ideas for improving LCI (Live Customer Intelligence), opinion analysis techniques.
|
2010.5
~2010.7
|
Research Assistant, 2010 Data Sciences Summer Institute (DSSI)
University of Illinois at Urbana-Champaign, USA (http://mias.illinois.edu/DSSI2011)
- Performed research projects, Crime Map and Expert Finder, with students
|
2009.5
~2009.8
|
Intern, Yahoo,
Champaign ,
USA (http://www.yahoo.com/)
- Participated in
converting existing system to Grid/Cloud computing environment
- Implemented and
experimented data processing
steps using Hadoop and Pig
|
2007.8
~2007.12
|
Teaching Assistant, Department of Computer Science, University of Illinois at Urbana-Champaign,
USA
- CS105 Introduction to Computing with Application to Business and Commerce
- Assisted 3 lab sessions for 120 students
- Collaborated with 2 professors and 12 teaching assistants for problem sets and exams
|
2006.12
~2007.2
|
Intern, NHN
corporation, Bundang,
Korea (http://www.nhncorp.com/)
- Working as a member
of Japan web search development
team
|
2004.2
~2006.2
|
Republic of Korea Army as Korean Augmentation To the
United States Army (KATUSA),
Seoul, Korea
- Assigned to the
U.S. Army
Base/Yongsan
- Maintained and
manipulated 100 computers and video wall
- Received Army
Achievement Medal, Army Commendation Medal from the U.S.
Army
|
2003.7
|
Intern,
Samsung SDS, Bundang,
Korea (http://www.sds.samsung.com)
- Participated in
building technology categorizing system
|
SCHOLARSHIPS AND
AWARDS
2010.02
|
The 32nd
European Conference on Information Retrieval (ECIR'10), Milton Keynes, UK (link)
|
2009.12
|
CS425 Android
Application Development Competition, University of Illinois at Urbana-Champaign, USA (link)
- Participated as a main
programmer of the team in competition
- Developed G-Clicker,
a Google Android phone application for interactive education
environment
- Won the First
Prize
|
2008.5
|
Computing
Habitat Programming Competition, University of Illinois at Urbana-Champaign, USA (link)
- Participated as a main
programmer of the team in competition
- Won Best Use of Data
Analytics, Best Web Application, a split of the Most Useful
prize
|
2006.8
|
Scholarship
from the Korea Foundation of
Advanced Studies (KFAS), Korea
- Graduate Study
Abroad Scholarship
|
2001.9~2003.12,
2006.3~2006.12
|
Scholarship
from Seoul National
University, Korea
- 7 times partial and
full scholarships for academic excellence
|
2005.7
|
2nd
prize, Game AI programming competition, ESCAMP, Seoul, Korea
- Participated as main
programmer of the team in the competition of ESCAMP, Summer Camp for Computer
Science major students from Seoul National University, Pohang University of Science
and Technology (POSTECH), and Korea Advanced Institute of Science and Technology
(KAIST)
|
EXTRA CURRICULAR
ACTIVITIES
2006.9
~2007.1
|
Career
Advancement Planning Program
- Participated in
public service and lectures on career development
- Participated as a
team leader
- Selected Most
Valuable Person
|
2006.3
~2006.6
|
Dale Carnegie Course (http://korea.dalecarnegie.com)
- 16-week course for
self-improvement and enhancing presentation skills
- Selected Most
Valuable Person
|
2003.9
~2004.9
|
Computer
Science and Engineering Department Student Association/Seoul National University
- President
- Planned and led
various department level activities with professors and
students
- Received award for
contributions to department
|
2002.9
~2003.9
|
Computer
Science and Engineering Department Newsletter 'Comment'/Seoul National University - Editor
- Published department
newsletter
|
2001.3
~2003.12
|
Seoul National University Student Venture Club -
Member
- Practiced making
business venture plans
- Interviewed CEOs
from leading venture companies in Korea
|
|
|