Projects 

Natural Language Processing

Corpus-Related (6)

• 1. A Study on Model Improvement for Named Entity Corpus Augmentation Based Deep Learning (딥러닝 기반의 개체명 인식 학습 말뭉치 생성을 위한 모델 개선에 관한 연구), KMOU, as Project Manager, Supported by ETRI, April 2020 - November 2020.

  2. A Study on Named Entity Corpus Augmentation Based Deep Learning (딥러닝 기반을 통한 개체명 인식 학습 말뭉치 생성에 관한 연구), KMOU, as Project Manager, Supported by ETRI, April 2019 - November 2019.

  3. Development of Corpus and Social Network Database-based ESP (English for Specific Purpose) Curriculum and Instruction (코퍼스와 언어네트워크 분석에 기초한 해양프랜트부문 특수목적영어교육 과정 및 교수 모형 개발), KMOU, as Project Manager, Supported by NRF, December 2014 - November 2015.

  4. A Study on the Corpus Error Detection and Correction (말뭉치 오류 검출 및 수정에 관한 연구), KMOU, as Project Manager, Supported by KMOU, January 2012 - November 2012.

  5. A Study on Construction of Automatic Translation Knowledge, KMOU, as Project Manager, Supported by Electronic Telecommunication Research Institute (ETRI), October 2011 - May 2012.

  6. Building a Dependency Tree-Tagged Corpus (구문구조 부착 말뭉치 구축), KMOU, as Project Manager, Supported by (C) Saltlux, April 2005 - November 2005.

  7. Building a Dependency Tree-Tagged Corpus for Syntactic Analysis among Verbs (용언간 구조분석을 위한 구조정보부착 말뭉치 반자동 구축), KMOU, as Project Manager, Supported by ETRI, July 2004 - November 2004.

  8. Quality Control of Large Scale Korean Corpora - III (심층 국어정보처리 품질관리 체계 3), KMOU, as Co-researcher, Supported by KORTERM of KAIST, with D. Hwang in Yeungnam University, Oct. 1999 - Sep. 2000. 

Morphological Analysis (1)

• 1. Developing Korean Morphological Analyzer for Next-generation Information Retrieval System (차세대 정보검색 시스템을 위한 한국어 형태소 분석기 개발), as Co-researcher, Supported by Openbase, with D. U. An in Chonbuk National University, Oct. 2003 - Mar. 2004. 

Part-of-Speech Tagging (4)

• 1. Development of Korean Part-speech Tagging System (한국어 품사태거 개발), as Co-researcher, Supported by 3Soft Inc., with D. U. An in Chonbuk National University, March 2000 - November 2000.

  2. A Study on Reliability Measurement and its Applications in POS Tagging (품사태깅에서의 신뢰도 측정 및 그 응용에 관한 연구), as a project manager, Supported by KOSEF, Mar. 1998 - Feb. 2000.

  3. Performance Improvement of Part-of-Speech Tagger Using the Inference of Proper Noun (고유명사 추정을 이용한 형태소 태거의 성능 개선), as a project manager, Supported by ETRI, Aug. 1999 - Nov. 1999.

  4. Performance Improvement of Pseudo-morphological Analysis and Part-of-Speech Tagger on Spoken and Written Text (낭독체/대화체 의사형태소 해석기 및 태거의 성능 개선), as a project manager, Supported by ETRI, Sep. 1998 - Dec. 1998. 

Partial Parsing (1)

• 1. Developing English Base-Phrase Chunking System based on Machine Learning (영어 개체명인식 및 청킹 시스템 개발), KMOU, as Project Manager, Supported by Daum Software Inc., Mar. 2009 - Dec. 2009.

Named Entity Recognition (2)

1. A Study on Performance Improvement of Multi-lingual Named Entity Recognition for Automatic Machine Translation (자동번역을 위한 다국어 개체명 인식의 성능 개선에 관한 연구), KMOU, as Project Manager,  Supported by ETRI, April  2018 - November 2018. 

2. A Study on Korean Named Entity Recognition for Automatic Machine Translation (자동번역을 위한 다국어 개체명 인식에 관한 연구), KMOU, as Project Manager,  Supported by ETRI, April  2017 - November 2017. 

3. Developing Tools and Services for Korean Analysis (한국어 분석 도구 및 서비스 개발), KMOU, as Co-Researcher ,  Supported by National Research Foundation of Korea,  September  2017 - December 2020. 

Parsing (1)

1. The Development of a Korean Parser and Dictionary System (한국어 파서 및 사전 시스템 개발), Research Department, Electronics and Telecommunications Research Institute, Suppoted by MOST, 8SC1500480500F, (as a member, with D. I. Park, H. S. Chung, M. J. Park, J. S. Lee, C. D. Lim, and S. Y. Jun) Aug. 1988 - July 1989. 

Semantic Analysis (2)

1. Word Clustering System based on Case and Semantic Information (격틀 및 의미정보기반 의미 클러스터링 시스템), as Co-researcher, Supported by Korea Research Foundation (KRF), July 2004 - June 2005. 

2. Developing Disambiguation Algorithm for Multiple Interpretations Arising in the Analysis of Korean Sentences (한국어 이해에 나타나는 중의성 문제 처리 모델에 관한 연구), KAIST, Supported by KOSEF, 94-1440-01-01-3, (as a member, with G. C. Kim, J. Seo, H. C. Lim, D. Y. Ra, et al.), Sep. 1994 - Aug. 1996.  

Dialog Processing (2)

• 1. Developing Tools for Analyzing Korean Spoken Language Using Deep Learning (딥러닝을 이용한 대화체 분석 도구 개발), KMOU, as Co-researcher (with Hyuk-Ro Park as project manager, Chul-Young Ock), Supported Ministry of Science and ICT (NRF-2017M3C4A7068187), Sep. 2017 ~ Dec. 2020.

  2. , (as a member, with J. Seo, J.-H. Kim, J. W. Lee, et al.), March 1992 - Feb. 1994.

  3. Developing a Dialog-Plan Recognition Model for Understanding Human Dialogs (인간의 대화를 이해하기 위한 자동 대화계획 인식 모델 개발), KAIST, Supported KOSEF, 921-110-004-2, (as a member, with J. Seo, J.-H. Kim, J. W. Lee, et al.), March 1992 - Feb. 1994.

  4. A Study on Dialogue Machine Translation (대화체 기계번역에 관한 연구), KAIST, Supported by Korea Telecommunication Research Laboratories, 93U19, (as a member, with J. Seo, W. B. Choi, et al.), April 1993 - Dec. 1993.  

 Tutoring System (1)

• 1. A Study on the Intelligent Tutoring System (지능형 교수 시스템 모델 연구), KAIST, Supported by Korea Information Science Society, (as a member, with J. Kim, J. Seo, et al.), April 1992 - March 1993.

Machine Translation (7)

• 1. A Study on Knowledge Acquisition Tools for Machine Translation, as  Project Manager, Electronic Telecommunication Research Institute (ETRI),  Oct. 2011 - May. 2012 (on going).

  2. A study on Automatic Extraction of English Translation for Korean unknown words Using Alignment Techniques (정렬기법을 이용한 미등록 어휘의 한영 대역어 자동 추출에 관한 연구), as Project Manager, Supported by Electronic Telecommunication Research Institute (ETRI), Jun. 2006 - Nov. 2006.

  3. Developing the Knowledge of Idiomatic Expression for Korean-English Machine Translation (기계번역을 위한 고정표현 지식 개발), as Co-researcher, Supported by Electronics and Telecommunications Research Institute (ETRI), with D. U. An in Chonbuk National University, Jun. 1999 - Nov. 1999.

  4. Developing Korean Verb Dictionary for Machine Translation (자동번역을 위한 한국어 동사 사전 개발), as a project manager, Supported by SAIT, 5 months, Mar. 1998 - July 1998.

  5. A Study on Developing a Dialogue Machine Translation System for Automatic Translation Telephone Systems (자동통역 전화 개발을 위한 대화체 기계번역에 관한 연구), Sogang University, Supported by Korea Telecommunication Research Laboratorie (as a member, with J. Seo, J. H. Lee, et al.), April 1995 - Dec. 1995.

  6. A Study on Developing a Dialogue Machine Translation System for Automatic Translation Telephone Systems (자동통역 전화 개발을 위한 대화체 기계번역에 관한 연구), KAIST, Supported by Korea Telecommunication Research Laboratories, 94-37, (as a member, with J. Seo, J. H. Lee, et al.), April 1994 - Dec. 1994.

  7. A Study on Dialogue Machine Translation (대화체 기계번역에 관한 연구), KAIST, Supported Korea Telecommunication, (as a member, with J. Seo, W. B. Choi, J.-H. Kim, et al.), April 1992 - Dec. 1993.

Information Processing

Information Extraction (2)

• 1. A Study on Translation Knowledge Acquisition for Automatic Machine Translation (자동번역을 위한 번역지식 자동 획득에 관한 연구), KMOU, as a project manager, Supported by ETRI, April. 2016 - November 2016.

  2. Information Extraction with Machine Learning (기계학습을 이용한 정보추출), KMOU, as a project manager, Supported by KOSEF, Feb. 2001 - Feb. 2002.

  3. A Study on Mobile Information Extraction (모바일 정보추출에 관한 연구),  as a project manager, Supported by LG Yonam Foundation, Aug. 2007 - Aug. 2008.

Automated Scoring (2)

• 1. Advanced Development of Automated Scoring  for Korean Sentence-level Short Answer Question (한국어 문장 수준 서답형 문항 자동채점 프로그램 고도화 개발), KMOU, as Project Manager, Supported by KICE,  March 2016 - November 2016.

  2. Elaborated Development of Automated Scoring  for Korean Sentence-level Short Answer Question (한국어 문장 수준 서답형 문항 자동채점 프로그램 정교화 개발), KMOU, as Project Manager, Supported by KICE,  March 2015 - November 2015.

  3. Practicality Investigation and Development of Automated Scoring  for Korean Sentence-level Short Answer Question (한국어 문장 수준 서답형 문항 자동채점 프로그램 개발 및 실용성 검증), KMOU, as Project Manager, Supported by KICE,  March 2014 - November 2014.

Bilingual Lexicon Extraction (3)

1. Development of Original Software Technology for Automatic Speech Translation with Performance 90% for Tour/International Event focused on Multilingual Expansibility and based on Knowledge Learning  (지식학습 기반의 다국어 확장이 용이한 관광/국제행사 통역률 90%급 자동 통번역 소프트웨어 원천기술 개발), KMOU, as Co-researcher, Supported by Ministry of Science and ICT through ETRI, June  2012 - May  2017. 
   -  Bilingual Lexicon Extraction (이중 언어 사전 추출)
   - Automatic Acquisition of Translation Knowledge (번역지식의 자동 획득)

Classification (1)

1. Construction of S&T Semantic network and Study on Indexing (과학기술분야 시맨틱 네트워크 구축 및 색인 기술 연구), as Co-researcher, Supported by Korea Institute of Science and Technology Information (KISTI), Jan. 2007 - Nov. 2007.

Terminology (2)

• 1. Enhancing Detection Technology Newly-Coined Terms in Science and Technology Based on Large Resources (대용량 자원 기반 과학기술 핵심개체 신규 탐지 기술 고도화), as   Project Manager, Supported by Korea Institute of Science and Technology Information (KISTI), Feb. 2010 - Sep. 2010. 

  2. Detecting Newly-Coined Terms in Science and Technology Based on Large Resources (대용량 자원 기반 과학기술 핵심개체 신규 탐지 기술 개발), as Project Manager, Supported by Korea Institute of Science and Technology Information (KISTI), Mar. 2009 - Sep. 2009.

Sentiment analysis(2)

• 1.  Character to Character Keyword Network and Sentiment Analysis Using Dialogue Corpora of Shakespeare 's Tragedies (셰익스치어 비극작품의 대화 코퍼스를 활용한 등장인물 간의 키워드 네트워크와 감성분석), KMOU,  as Project Manager, Supported by NRF (016S1A5A2A03927611),  November  2016 - October  2018.

  2.  A Study on Sentiment Analysis based Similar Sentiment Expressions for Opinion Mining (오피니언 마이닝을 위한 유사 감성 표현 인식에 대한 연구), KMOU, as Project Manager, Electronic Telecommunication Research Institute (ETRI),  Jun. 2010 - Jan. 2011. 

  3. A Study on Automatic Extraction of Korean Sentiment Words and Sentiment Patterns for Opinion Mining (한국어 감성단어와 감성패턴 추출에 대한 연구), as Co-researcher, Electronic Telecommunication Research Institute (ETRI), May. 2009 - Jan. 2010.

Education-Related (2)

1. Center for Creative Leaders in Maritime Convergence (창의해양융합인재양성 교육단), Korea Maritime and Ocean University,  as Co-researcher, Supported by National Research Foundation of Korea (BrainKorea21 FOUR) , September 2020 - August 2027.

2. Improving Industrial Infrastructure through Professional Manpower Training for Embedded Software ans Construction of Industrial-educational Ecosystem (주력산업 고부가가치와를 위한 임베디드SW 전문인력 양성 및 산학연계형 생태계 구축), Korea Maritime and Ocean University,  as Project Manager, Supported by Ministry of Trade, Industry, and Energy (Korea Institute for Advancement of Technology) , May 2016 - February 2021.

3. A Study on Introduction of Accreditation System for Expert Cultivation in the field of Port and Logistics in Division of Information Technology Engineering, as Co-researcher, Supported by Ministry of Education and Human Resource Development (Port & Logistics Education Project as part of NURI), January 2005 - June 2005.

4. A Study on Curriculum of Division of Information Technology Engineering, as Project Manager, Supported by Korea Maritime University (KMU), October 2004 -January 2005.

Image Recognition (4)

• 1. Enhancement and Object Recognition of Sonar Images Using Machine Learning (기계학습을 이용한 소나 영상의 식별력 개선 및 물체 인식),  Korea Maritime and Ocean University,  as Project Manager, Supported by Ministry of Science and ICT (National Research Foundation of  Korea), May 2019 - November 2021.

  2. Development of Small UAV Detection and Tracking Algorithm (소형 무인항공기(드론) 탐지 및 추적 알고리즘 개발), Korea Maritime and Ocean University,  as Co-Researcher (with Seong Dae Lee) , Supported by LINC+, June 2019 - January  2020.

  3. Performance Evaluation and Improvements Study of the Digital Neural Processor by Experimenting Handwritten Digit Regongition (DNP의 성능 평가 및 개선 연구: 필기체 숫자 인식을 대상으로), Research Department, Electronics and Telecommunications Research Institute, Supported by ETRI, 11BC0800060500F, (as a member, with M. W. Kim, H. B. Lee, Y. Lee, S. H. Song, H. J. Yoon, S. H. Oh, J. M. Kim, C. D. Lim, and H. K. Song), July 1991 - June 1992.

  4. Improvements to a Hierarchical Interaction Neural Network for Context-Dependent Pattern Recognition and Its Experimentation with Handwritten Korean Character Recognition (필기 한글인식을 대상으로 콘택스트 종속적인 패턴인식을 위한 계층적 상호작용 신경망 구조의 효용성 검증), Research Department, Electronics and Telecommunications Research Institute, Supported by ETRI, 11BC1100090500F, (as a member, with M. W. Kim, J.-H. Kim, and C. D. Lim), July 1991 - June 1992.

  5. A Modular Hierarchical Neural Network Model for Efficient Pattern Recognition (효율적인 패턴인식을 위한 모듈식 계층적 신경망 구조 연구), Research Department, Electronics and Telecommunications Research Institute, Supported by ETRI, 0IBC0700090500F, (as a member, with M. W. Kim, K. L. Lee, and C. D. Lim), July 1990 - June 1991.

  6. A Modular Hierarchical Neural Network Model for Efficient Pattern Recognition (효율적인 패턴인식을 위한 모듈식 계층적 신경망 구조 연구),  Research Department, Electronics and Telecommunications Research Institute, Supported by ETRI, 9IBC0500050500F, (as a member, with M. W. Kim, K. L. Lee, and C. D. Lim), July 1989 - June 1990.

Others (4)

• 1. Bigdata Analysis for Drawing 2050 Polar Vision (2050 극지비전 도출을 위한 벡데이터 분석),  Korea Maritime and Ocean University,  as Project Manager, Supported by Korea Maritime Institute, October 2018 - November 2018.

  2. R&D Project for Correcting OCR based Cloud (클라우드 기반 대체자료 교정 시스템 연구 개발), KMOU,   as Co-Researcher, Supported by National Library for the Disabled, April 2016 - October 2016.

  3. Developing Editor and Viewer for e-Reference Books (전자참고서 솔류션 개발), as Project Manager, HappyEdu Co. May. 2010 - Dec. 2011.

  4. Developing a System of Defect Identification on the TCP (Tape Carrier Package) (TCP(Tape Carrier Package) 결함 인식 시스템 개발), as Co-researcher, Supported by Micro High Tech Inc., July 2005 - December 2005.

  5. Developing a Management System of Instruments and Equipment in Laboratories, as Co-researcher, Supported by Korea Maritime University (KMU), January 2005 - July 2005.

  6. Improvement of the Research Management System in Korea Maritime University, as Co-researcher, Supported by Korea Maritime University, with K. G. Jin in Karea Maritime University, Jan. 2003 - Jun. 2003.