Lee, Hokyung
Research Intersts
¢º Natural Language Processing
¡¡¡¡¢Á Text Mining
¢º Dialogue System
¡¡¡¡¢Á Dialogue Management System
¢º Big Data
¡¡¡¡¢Á Topic Modeling (LDA)
¡¡¡¡¢Á Machine Learning
¡¡¡¡¢Á Word Embedding (Deep Learning)
Paper
¢º Conferences
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"°è»ê·® °¨¼Ò¸¦ À§ÇÑ LDA ´Ü¾î ºÐÆ÷¸¦ ÀÌ¿ëÇÑ Æ®À§ÅÍ »ç¿ëÀÚ ¼ºÇ⠺зù ±â¹ý",
Á¦ 42ȸ Á¤±âÃÑȸ ¹× µ¿°èÇмú ¹ßǥȸ(KIISE2014), pp. 471-473, December. 2014.
HoKyung Lee, Seon Yang, and Youngjoong Ko
"A Twitter Users' Tendency Clustering Method Using LDA Word Distributions for Complexity Reduction"
Proceedings of Winter Conference on Korean Institute of Information Scientists and Engineers,
(KIISE2014), pp. 471-473, December. 2014.
Proceedings of the 27th Annual Conference on Human and Cognitive Language Technology (HCLT-2015), pp. 35-40, October 2015.
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"LDA¸¦ ÀÌ¿ëÇÑ Æ®À À¯ÀúÀÇ ¿¬·É´ë, ¼ºº°, Áö¿ª ºÐ¼®",
Á¦ 25ȸ ÇÑ±Û ¹× Çѱ¹¾î Á¤º¸Ã³¸® Çмú´ëȸ (HCLT-2013), pp. 116-119, October. 2013.
Hokyung Lee, Juryong Chun, Namhoon Song, and Youngjoong Ko
"Analyzing ages, gender, location on Twitter using LDA"
Proceedings of the 25st Annual Conference on Human and Cognitive Language Technology (HCLT-2013), pp. 116-119, October. 2013.
Projects
¢º Current Projects
November 2015 ~ October 2018
Research Assistant (RA) involved in "µö·¯´× ±â¼úÀ» ÀÌ¿ëÇÑ Ä¿¹Â´ÏƼ Áú¹®-ÀÀ´ä ¼ºñ½º ±â¹ÝÀÇ Áú¹® ºÐ·ù, °Ë»ö ¹× ÀÀ´ä Ãßõ ½Ã½ºÅÛ ±¸Ãà (Development of Query Classification, Retrieval and Answer Recommendation Systems for the cQA Service Using Deep Learning Techniques)." Supported by ±âº»¿¬±¸Áö¿ø»ç¾÷, Çѱ¹¿¬±¸Àç´Ü (National Research Foundation of Korea (NRF)), (IS lab. Dong-A University)
June 2013 ~ May 2016
Research Assistant (RA) involved in "ºò µ¥ÀÌÅÍ ºÐ¼®À» À§ÇÑ ´ÙÁß ¾ð¾î ÀÚ¿ø ±¸Ãà ¹× È°¿ë ½Ã½ºÅÛ°³¹ß (Construction of Multi-language Resources and Development of their Utilization Systems for Big Data Analysis)." Supported by ±âº»¿¬±¸Áö¿ø»ç¾÷, Çѱ¹¿¬±¸Àç´Ü (National Research Foundation of Korea (NRF)), (IS lab. Dong-A University)
¢º Past Projects
May 2012 ~ April 2015
Research Assistant (RA) involved in "´ÙÁß¿µ¿ª Á¤º¸¼ºñ½º¸¦ À§ÇÑ ´ëÈÇü °³ÀÎ ºñ¼ ¼ÒÇÁÆ®¿þ¾î ¿øõ ±â¼ú °³¹ß (Development of Foundation Technologies for Dialogue Based Private Secretary Software on Multi-domains Information Services)." Supported by ¿øõ±â¼ú°³¹ß»ç¾÷, Áö½Ä°æÁ¦ºÎ (Ministry of Knowledge Economy (MKE)), (IS lab. Dong-A University)
April 2014 ~ October 2014
Research Assistant (RA) involved in "2014 ±¹¾î Á¤º¸ ó¸® ½Ã½ºÅÛ °æÁø ´ëȸ (Competition of Korean Information Processing Systems)." Supported by ±¹¸³±¹¾î¿ø (The National Institute of the Korean Language)), (IS lab. Dong-A University)
Awards
Encouragement Prize, Korean Information Processing System Competition 2015
(with Namhoon Song, SeungwonGwak, Woong Lee and jungmin Yoon)
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