Heeryon Cho

Research Interests

Text Mining, Human Activity Recognition, Intercultural Collaboration

Education

• Ph.D. Informatics, Kyoto University (Kyoto, Japan). March 2009. (Advisor: Toru Ishida)

• Master of Informatics, Department of Social Informatics, Graduate School of Informatics, Kyoto University (Kyoto, Japan). March 2005.

• Bachelor of Arts, Department of Mass Communication, College of Social Science, Yonsei University (Seoul, Korea). February 1995.

Publications

Book Chapter

1. 우경봉, 신호철, 조희련 지음, "해외시장조사론," 한국방송통신대학교출판문화원, 2024년1월25일 발행. ISBN: 9788920047435. <11, 12, 13, 14, 15장 집필. (해외시장과 무역에 관한 빅데이터 분석 실습에 관한 내용.)> [ref: https://press.knou.ac.kr/goods/textBookView.do?condCmdtCode=9788920047435] [code] [data]

2. 조희련, 김성국, "‘나꼼수 비키니 시위’ - 지지․비판 대중의견 자동 분류," 연세대학교 언어정보연구원, 인문언어학총서 3, 내러티브 연구의 실제, 박이정출판사, 2014년 6월 30일 발행. ISBN: 978-89-6292-656-9. [ref: http://www.pjbook.com/book_pj/3320169] 

3. Heeryon Cho and Toru Ishida, "Exploring Cultural Differences in Pictogram Interpretations," In T. Ishida (Ed.), The Language Grid, Springer, pp.133-148, July 16, 2011. (PDF, 1.10MB) [doi: https://doi.org/10.1007/978-3-642-21178-2_9]

Journal

1. Heeryon Cho and Sang Min Yoon, "Applying Singular Value Decomposition on Accelerometer Data for 1D Convolutional Neural Network Based Fall Detection," Electronics Letters, Vol.55, No.6, pp. 320-322, March 14, 2019. [code] (view full-text) [doi: https://doi.org/10.1049/el.2018.6117] [KUDOS]

2. Jungwoo Choi, Heeryon Cho, Jinjoo Song, and Sang Min Yoon, "SketchHelper: Real-time Stroke Guidance for Freehand Sketch Retrieval," IEEE Transactions on Multimedia, Vol.21, No.8, pp. 2083-2092, January 10, 2019. (view full-text) [doi: https://doi.org/10.1109/TMM.2019.2892301]

3. Heeryon Cho and Sang Min Yoon, "Divide and Conquer-based 1D CNN Human Activity Recognition Using Test Data Sharpening," Sensors, Vol.18, No.4, pp. 1055:1-1055:24, April 1, 2018. [code] (3.94MB) [doi: https://doi.org/10.3390/s18041055]

4. Jinjoo Song, Gangjoon Yoon, Heeryon Cho, and Sang Min Yoon, "Structure Preserving Dimensionality Reduction for Visual Object Recognition," Multimedia Tools and Applications, Vol.77, No.18, pp. 23529-23545, January 31, 2018. (view full-text) [doi: https://doi.org/10.1007/s11042-018-5682-5]

5. Jinjoo Song, Heeryon Cho, Jungho Yoon, and Sang Min Yoon, "Structure Adaptive Total Variation Minimization-based Image Decomposition," IEEE Transactions on Circuits and Systems for Video Technology, Vol.28, No.9, pp. 2164-2176, June 20, 2017. (view full-text) [doi: http://dx.doi.org/10.1109/TCSVT.2017.2717542]

6. Heeryon Cho and Sang-Hyun Choi, "Automatic Construction of Movie Domain Korean Sentiment Dictionary Using Online Movie Reviews," International Journal of Software Engineering and Its Applications, Vol.9, No.2, pp. 251-260, February 28, 2015. (PDF, 430KB) [ref: https://www.earticle.net/Article/A242024]

7. Heeryon Cho, Songkuk Kim, Jongseo Lee, and Jong-Seok Lee, "Data-Driven Integration of Multiple Sentiment Dictionaries for Lexicon-Based Sentiment Classification of Product Reviews," Knowledge-Based Systems, Vol.71, pp. 61-71, June 13, 2014. (PDF, 1.99MB) [doi: http://dx.doi.org/10.1016/j.knosys.2014.06.001]

8. Kun Chang Lee and Heeryon Cho, "Integration of General Bayesian Network and Ubiquitous Decision Support to Provide Context Prediction Capability," Expert Systems with Applications, Vol.39, No.5, pp. 6116-6121, November 11, 2011. (PDF, 782KB) [doi: http://dx.doi.org/10.1016/j.eswa.2011.11.007]

9. Kun Chang Lee and Heeryon Cho, "Performance of Ensemble Classifier for Location Prediction Task: Emphasis on Markov Blanket Perspective," International Journal of u- and e-Service, Science and Technology, Vol.3, No.3, pp. 1-12, September 30, 2010. (PDF, 149KB) [ref: https://www.earticle.net/Article/A148516]

10. Kun Chang Lee and Heeryon Cho, "Designing a Ubiquitous Decision Support Engine for Context Prediction: General Bayesian Network Approach," International Journal of u- and e-Service, Science and Technology, Vol.3, No.3, pp. 25-36, September 30, 2010. (PDF, 590KB) [ref: https://www.earticle.net/Article/A148518]

11. Heeryon Cho, Toru Ishida, Satoshi Oyama, Rieko Inaba, and Toshiyuki Takasaki, "Assisting Pictogram Selection with Categorized Semantics," Special Section on Knowledge, Information and Creativity Support System, IEICE Transactions on Information and Systems, Vol.E91-D, No.11, pp. 2638-2646, November 1, 2008. (PDF, 686KB) [doi: http://doi.org/10.1093/ietisy/e91-d.11.2638]

Journal (Non-English)

1. Heeryon Cho, Hyeonyeol Im, Yumi Yi, and Junwoo Cha, "Comparison of Korean Classification Models' Korean Essay Score Range Prediction Performance," KIPS Transactions on Software and Data Engineering, Vol.  11, No. 3, pp. 133-140, March, 2022. (in Korean) [조희련, 임현열, 이유미, 차준우,  "한국어 학습 모델별 한국어 쓰기 답안지 점수 구간 예측 성능 비교," 정보처리학회논문지 소프트웨어 및 데이터 공학, 11권 3호, pp. 133-140, 2022년 3월 31일.] [doi:  https://doi.org/10.3745/KTSDE.2022.11.3.133] [code]

2. Heeryon Cho, Yumi Yi, Hyeonyeol Im, Junwoo Cha, and Chankyu Lee, "Automatic Score Range Classification of Korean Essays Using Deep Learning-based Korean Language Models  - The Case of KoBERT & KoGPT2 -," Journal of the International Network for Korean Language and Culture, Vol.18, No.1, pp. 217-241, April 30, 2021. (in Korean) [조희련, 이유미, 임현열, 차준우, 이찬규, "딥러닝 기반 언어모델을 이용한 한국어 학습자 쓰기 평가의 자동 점수 구간 분류," 한국언어문화학, 18권 1호, pp. 217-241, 2021년 4월 30일.] (PDF, 1.61MB) [doi: http://dx.doi.org/10.15652/ink.2021.18.1.217]

3. Kwang Young Park, Cheng-Hao Quan, and Heeryon Cho, "An Overview of AI-related Liberal Arts Education in Japan and China - A View of AI Literacy as Essential Part of Liberal Arts Education -", Journal of AI Humanities, Vol.7, pp. 87-108, April 30, 2021. (in Korean) [박광영, 권성호, 조희련, "일본과 중국의 대학 AI 교양 교육 현황 분석 및 제언 - AI 리터러시 교양 교육 중심으로 -," 인공지능인문학연구, 7권, pp. 87-108, 2021년 4월 30일.] (PDF, 1.34MB) [doi: https://doi.org/10.46397/JAIH.7.4]

4. 이송미, 조희련, 윤상민, "3축 가속도 센서 기반 인간 행동 인식을 위한 기계학습 분석," 한국통신학회 학회지 정보와 통신, 33권 10호, pp. 65-70, 2016년 9월 30일. (PDF, 0.99MB) [ref: http://www.koreascience.or.kr/article/JAKO201631641550198.page]

5. Heeryon Cho and Jong-Seok Lee, "Retrieving Minority Product Reviews Using Positive/Negative Skewness," KIPS Transactions on Software and Data Engineering, Vol.4, No.3, pp. 121-128, March 31, 2015. (in Korean) [조희련, 이종석, "긍정/부정 비대칭도를 이용한 소수상품평의 검색," 정보처리학회논문지 소프트웨어 및 데이터 공학, 4권 3호 통권 030호, pp. 121-128, 2015년 3월 31일.] (PDF, 237KB) [doi: https://dx.doi.org/10.3745/KTSDE.2015.4.3.121]

6. Heeryon Cho, Toru Ishida, Naomi Yamashita, Rieko Inaba, Toshiyuki Takasaki, and Tomoko Koda, "Human Judgment of Cultural Differences in Pictogram Interpretations," The Transaction of Human Interface Society, Vol.10, No.4, pp. 427-434, November 25, 2008. (in Japanese) (PDF, 3.19MB) [ref: https://doi.org/10.11184/his.10.4_427]

International Conference

1. Heeryon Cho, "Comparison of Three Korean Sentiment/Emotion Word Dictionaries," in Proceedings of the 2023 IEEE International Conference on Big Data and Smart Computing (BigComp-23), IEEE, pp. 334-335, February 13-16, Jeju Island, South Korea. (POSTER, 711KB) [doi:  https://doi.org/10.1109/BigComp57234.2023.00073] (Chung-Ang University's Multi-Label Korean Emotion Word Dictionary with 24 Emotions)

2. Heeryon Cho, Woo Kyu Kang, Younsoo Park, Sungeu Chae, and Seong-joon Kim, "Multi-label Facial Emotion Recognition Using Korean Drama Video Clips," in Proceedings of the 2022 IEEE International Conference on Big Data and Smart Computing (BigComp-22), IEEE, pp. 216-222, January 17-20, 2022, Daegu, South Korea. (PDF, 982KB) [code] [doi: https://doi.org/10.1109/BigComp54360.2022.00049]

3. Heeryon Cho and Toru Ishida, "Discovering Latent Country Words: A Step towards Cross-cultural Emotional Communication," in Proceedings of the 25th International Conference on Collaboration Technologies and Social Computing (CollabTech-19), Lecture Notes in Computer Science, 11677, Springer, pp. 232-241, September 4-6, 2019, Kyoto, Japan.  [code] (PDF, 2.10MB) [doi: https://doi.org/10.1007/978-3-030-28011-6_17] (Related webpage in Korean: 공개SW개발자대회 후원기업상)

4. Song-Mi Lee, Heeryon Cho, and Sang Min Yoon, "Statistical Noise Reduction for Robust Human Activity Recognition," in Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI-17), pp. 284-288, November 16-18, 2017, Daegu, South Korea. (PDF, 277KB) (POSTER, 761KB) [doi: https://doi.org/10.1109/MFI.2017.8170442]

5. Heeryon Cho and Sang Min Yoon, "Issues in Visualizing Intercultural Dialogue Using Word2Vec and t-SNE," in Proceedings of the International Conference on Culture and Computing (CandC-17), pp. 149-150, September 10-12, 2017, Kyoto, Japan. (PDF, 418KB) (POSTER, 1.06MB) [doi: https://doi.org/10.1109/Culture.and.Computing.2017.9]

6. Heeryon Cho and Sang Min Yoon, "Improving Sentiment Classification through Distinct Word Selection," in Proceedings of the 10th International Conference on Human System Interaction (HSI-17), IEEE, pp. 202-205, July 17-19, 2017, Ulsan, South Korea. [Best Paper Award] (PDF, 698KB) [doi: https://doi.org/10.1109/HSI.2017.8005029]

7. Jinjoo Song, Heeryon Cho, and Sang Min Yoon, "Target Object Tracking-Based 3D Object Reconstruction in a Multiple Camera Environment in Real Time,"  in Proceedings of the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS-17), Lecture Notes in Computer Science, 10191, Springer, pp. 599-608, April 3-5, 2017, Kanazawa, Japan. (PDF, 1.02MB) [doi: https://doi.org/10.1007/978-3-319-54472-4_56]

8. Song-Mi Lee, Sang Min Yoon, and Heeryon Cho, "Human Activity Recognition From Accelerometer Data Using Convolutional Neural Network," in Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing (BigComp-17), IEEE, pp. 131-134, February 14, 2017, Jeju Island, South Korea. (PDF, 789KB) [doi: https://doi.org/10.1109/BIGCOMP.2017.7881728]

9. Heeryon Cho and Sang Min Yoon, "Feature Word Selection by Iterative Top-K Aggregation for Classifying Recommended Shops," in Proceedings of the International Conference on ICT Convergence 2016 (ICTC-16), IEEE, pp. 27-29, October 19-21, 2016, Jeju Island, South Korea. (PDF, 550KB) [doi: https://doi.org/10.1109/ICTC.2016.7763426]

10. Heeryon Cho and Sang-Hyun Choi, "Sentiment Classification of Movie Reviews Using Korean Sentiment Dictionary," in Proceedings of the 7th International Conference on Control and Automation (CA-14), Advanced Science and Technology Letters, Vol.76, SERSC, pp. 34-36, December 20-23, 2014, Hainan, China. (PDF, 513KB) [doi: http://dx.doi.org/10.14257/astl.2014.76.09]

11. Heeryon Cho and Hyun Jung Lee, "Automatic and Dynamic Book Category Assignment Using Concept-based Book Ontology," in Proceedings of the 3rd Joint International Semantic Technology Conference (JIST-13), Lecture Notes in Computer Science, 8388, Springer, pp. 364-379, November 28-30, 2013, Seoul, South Korea. (PDF, 1.17MB) [doi: https://doi.org/10.1007/978-3-319-06826-8_27]

12. Heeryon Cho, Jong-Seok Lee, and Songkuk Kim, "Enhancing Lexicon-Based Review Classification by Merging and Revising Sentiment Dictionaries," in Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP-13), ACL, pp. 463-470, October 14-18, 2013, Nagoya, Japan. (PDF, 276KB) [ref: https://www.aclweb.org/anthology/I13-1053/]

13. Kun Chang Lee and Heeryon Cho, "A General Bayesian Network-Assisted Ensemble System for Context Prediction: An Emphasis on Location Prediction," in Proceedings of the 2010 Future Generation Information Technology (FGIT-10), Lecture Notes in Computer Science, 6485, Springer, pp. 294-303, December 13-15, 2010, Jeju Island, South Korea. (PDF, 138KB) [doi: https://doi.org/10.1007/978-3-642-17569-5_29]

14. Kun Chang Lee, Heeryon Cho, and Sunyoung Lee, "U-BASE: General Bayesian Network-Driven Context Prediction for Decision Support," in Proceedings of the 4th International Conference on Advances in Information Technology (IAIT-10), Communications in Computer and Information Science, 114, Springer, pp. 63-72, November 4-5, 2010, Bangkok, Thailand. (PDF, 582KB) [doi: https://doi.org/10.1007/978-3-642-16699-0_8]

15. Sunyoung Lee, Kun Chang Lee, and Heeryon Cho, "A Dynamic Bayesian Network Approach to Location Prediction in Ubiquitous Computing Environments," in Proceedings of the 4th International Conference on Advances in Information Technology (IAIT-10), Communications in Computer and Information Science, 114, Springer, pp. 73-82, November 4-5, 2010, Bangkok, Thailand. (PDF, 125KB) [doi: https://doi.org/10.1007/978-3-642-16699-0_9]

16. Satoshi Morimoto, Satoshi Sakai, Masaki Gotou, Heeryon Cho, Toru Ishida, and Yohei Murakami, "Building Blocks: Layered Components Approach for Accumulating High-Demand Web Services," in Proceedings of the IEEE/ACM/WIC International Conference on Web Intelligence (WI-09), IEEE, pp. 430-433, September 15-18, 2009, Milano, Italy. (PDF, 354KB) [doi: https://doi.org/10.1109/WI-IAT.2009.74]

17. Heeryon Cho, Toru Ishida, Toshiyuki Takasaki, and Satoshi Oyama, "Assisting Pictogram Selection with Semantic Interpretation," in Proceedings of the 5th European Semantic Web Conference (ESWC-08), Lecture Notes in Computer Science, 5021, Springer, pp. 65-79, June 1-5, 2008, Tenerife, Spain. (PDF, 568KB) [doi: https://doi.org/10.1007/978-3-540-68234-9_8]

18. Heeryon Cho, Naomi Yamashita, and Toru Ishida, "Towards Culturally-Situated Agent Which Can Detect Cultural Differences," in Proceedings of the 10th Pacific Rim International Workshop on Multi-Agents (PRIMA-07), Lecture Notes in Artificial Intelligence, 5044, Springer, pp. 458-463, November 21-23, 2007, Bangkok, Thailand. (short paper) (PDF, 452KB) [doi: https://doi.org/10.1007/978-3-642-01639-4_47]

19. Heeryon Cho, Toru Ishida, Rieko Inaba, Toshiyuki Takasaki, and Yumiko Mori, "Pictogram Retrieval Based on Collective Semantics," in Proceedings of the 12th International Conference on Human-Computer Interaction (HCII-07), Lecture Notes in Computer Science, 4552, Springer, pp. 31-39, July 22-27, 2007, Beijing, China. (PDF, 630KB) [doi: https://doi.org/10.1007/978-3-540-73110-8_4]

20. Heeryon Cho and Toru Ishida, "Designing Metadata with Existing Application Ontologies," in Proceedings of the 2006 IEEE/IPSJ International Symposium on Applications and the Internet (SAINT-06), IEEE, pp. 277-283, January 23-27, 2006, Phoenix, Arizona, U.S.A. (PDF, 299KB) [doi: https://doi.org/10.1109/SAINT.2006.24]

International Workshop

1. Heeryon Cho and Jong-Seok Lee, "Data-Driven Feature Word Selection for Clustering Online News Comments," The Exobrain Workshop - Natural Language Question Answering for Human-Machine Knowledge Communication (Exobrain-16), in Proceedings of the 3rd Int'l Conference on Big Data and Smart Computing (BigComp-16), IEEE, pp. 494-497, January 18, 2016, Hong Kong, China. (PDF, 482KB) [doi: https://doi.org/10.1109/BIGCOMP.2016.7425977]

2. Heeryon Cho, Toru Ishida, Naomi Yamashita, Tomoko Koda, and Toshiyuki Takasaki, "Human Detection of Cultural Differences in Pictogram Interpretations," in Proceedings of 2009 ACM International Workshop on Intercultural Collaboration (IWIC-09), ACM Press, pp. 165-174, February 20-21, 2009, Palo Alto, CA, U.S.A. (PDF, 678KB) [doi: https://doi.org/10.1145/1499224.1499250]

3. Heeryon Cho, Toru Ishida, Naomi Yamashita, Rieko Inaba, Yumiko Mori, and Tomoko Koda, "Culturally-Situated Pictogram Retrieval," in Proceedings of 2007 International Workshop on Intercultural Collaboration (IWIC-07), Lecture Notes in Computer Science, 4568, Springer, pp. 221-235, January 25-26, 2007, Kyoto, Japan. (PDF, 248KB) [doi: https://doi.org/10.1007/978-3-540-74000-1_17]

Workshop in Korea (in Korean)

1. Ji-Min Kim and Heeryon Cho, "Exploring Regional Decline Risk Areas and Factors Using Topic Modeling and Cluster Analysis," in Proceedings of the 2023 Annual Spring Conference of KIPS-Korea Information Processing Society (ASK 2023), pp. 349-350, May 18-20, 2023, Seoul National University, Seoul, South Korea. (in Korean) (PDF, 436KB) [김지민, 조희련, "토픽모델링과 군집분석을 통한 지방 소멸 위험지역과 요인의 탐색," 한국정보처리학회 ASK 2023(춘계) 학술발표대회 논문집 제30권 제1호, pp. 349-350. (2023. 5.)][doi: https://doi.org/10.3745/PKIPS.y2023m05a.349]

2. Young-Jae Park and Heeryon Cho, "A System for Supporting Lyrics Writing Using Lyrics Data,"  in Proceedings of the 2023 Annual Spring Conference of KIPS-Korea Information Processing Society (ASK 2023), pp. 351-352, May 18-20, 2023, Seoul National University, Seoul, South Korea. (in Korean) (PDF, 436KB) [박영재, 조희련, "가사 데이터 기반의 작사 지원 시스템 연구," 한국정보처리학회 ASK 2023(춘계) 학술발표대회 논문집 제30권 제1호, pp. 351-352. (2023. 5.)][doi: https://doi.org/10.3745/PKIPS.y2023m05a.351]

3. Heeryon Cho, Hyeonyeol Im, Junwoo Cha, and Yumi Yi, "Comparison of Automatic Score Range Prediction of Korean Essays Using KoBERT, Naive Bayes & Logistic Regression," in Proceedings of the 2021 Spring Conference of the Korea Information Processing Society (KIPS), pp. 501-504, May 14-15, 2021, Ewha Womans University, Seoul, South Korea. (in Korean) [code] (PDF, 381KB) [조희련, 임현열, 차준우, 이유미, "KoBERT, 나이브 베이즈, 로지스틱 회귀의 한국어 쓰기 답안지 점수 구간 예측 성능 비교," 제46회 한국정보처리학회 춘계학술대회 논문집 제28권 제1호, pp. 501-504. (2021. 5.)] [doi: https://doi.org/10.3745/PKIPS.y2021m05a.501]

4. Heeryon Cho, "Comparison of Document Clustering Performance Using Various Dimension Reduction Methods," in Proceedings of the 2018 Spring Conference of the Korea Information Processing Society (KIPS), pp. 437-438, May 11-12, 2018, Konkuk University, Seoul, South Korea. (in Korean) (PDF, 320KB) [조희련, "다양한 차원 축소 기법을 적용한 문서 군집화 성능 비교," 제43회 한국정보처리학회 춘계학술대회 논문집 제25권 제1호, pp. 437-438. (2018. 5.)] [doi: https://doi.org/10.3745/PKIPS.y2018m05a.437]

5. Song-Mi Lee, Sang Min Yoon, and Heeryon Cho, "Activity Recognition with Random Forest," in Proceedings of the 2016 Fall Conference of the Korea Multimedia Society (KMMS), pp. 72-74, October 21-22, 2016, Pukyong National University, Busan, South Korea. (in Korean) (PDF, 445KB) [이송미, 윤상민, 조희련, "랜덤 포레스트 기반의 사용자 행동 인식," 2016년도 한국멀티미디어학회 추계학술발표대회 논문집 제19권 제2호, pp. 72-74. (2016. 10.)]

6. Song-Mi Lee, Sang Min Yoon, and Heeryon Cho, "Multiple Data Sensing and Transmission for User Context Recognition," in Proceedings of the 2016 Spring Conference of the Korea Multimedia Society (KMMS), pp. 86-88, May 27-28, 2016, Seoul Women's University, Seoul, South Korea. (in Korean) (PDF, 525KB) [이송미, 윤상민, 조희련, "사용자 상황 인지를 위한 스마트 기기 데이터의 수집 및 전송," 2016년도 한국멀티미디어학회 춘계학술발표대회 논문집 제19권 제1호, pp. 86-88. (2016. 5.)]

7. Heeryon Cho and Sang-Hyun Choi, "Automatic Construction and Evaluation of Movie Domain Korean Sentiment Dictionary," in Proceedings of the 2015 Spring Conference of the Korea Information Processing Society (KIPS), pp. 585-587, April 24-25, 2015, Sookmyung Women's University, Seoul, South Korea. (in Korean) (PDF, 711KB) [조희련, 최상현, "영화도메인 한국어 감성사전의 자동구축과 평가," 제40회 한국정보처리학회 춘계학술대회 논문집 제22권 제1호, pp. 585-587. (2015. 4.)]  * 감성사전 다운로드 (13.3MB) [doi: https://doi.org/10.3745/PKIPS.y2015m04a.585]

8. Heeryon Cho and Jong-Seok Lee, "Feature Word Selection for Clustering Online News Comments," in Proceedings of 2014 KIISE (Korean Institute of Information Scientists and Engineers) and KBS (Korea Bigdata Society) Joint Symposium, Vol.8, No.1, pp. 87-90, June 13, 2014, Sangji University, Kangwon, South Korea. (in Korean) (PDF, 425KB) [조희련, 이종석, "뉴스 댓글 자동 클러스터링을 위한 특징 단어 추출," 제8회 한국정보과학회.한국빅데이터학회 공동학술 심포지엄 제8권 제1호, pp. 87-90. (2014. 6.)]

9. Heeryon Cho and Songkuk Kim, "Initial Analysis of Positive/Negative Opinion Classification of Twitter Data Using Naïve Bayes and SVM," in Proceedings of the 2012 Spring Conference of the Korea Information Processing Society (KIPS), pp. 406-409, April 26-28, 2012, Sunchon, Sunchon National University, South Korea. (in Korean) (PDF, 790KB) [조희련, 김성국, "Naive Bayes와 SVM을 이용한 트위터 데이터의 긍정/부정 의견 자동분류 결과 분석," 제37회 한국정보처리학회 춘계학술대회 논문집 제19권 제1호, pp. 406-409. (2012. 4.)] [ref: http://www.koreascience.or.kr/article/CFKO201221868474774.pub]

Workshop in Japan (in Japanese)

1. Satoshi Morimoto, Satoshi Sakai, Masaki Gotou, Heeryon Cho, and Toru Ishida, "Language Grid Playground: A Reference Site for Developing Multilingual Applications," in Proceedings of IEICE SIG on Intercultural Collaboration, IEICE Tech. Rep., vol. 108, no. 441, AI2008-45, pp. 1-6, February 27, 2009, Tokyo, Japan. (in Japanese) [森本智史, 境智史, 後藤雅樹, Heeryon Cho, 石田亨, "言語グリッドPlayground:多言語ツール開発のためのリファレンスサイト," 信学技報, vol. 108, no. 441, AI2008-45, pp. 1-6, 2009年2月.] [ref: https://www.ieice.org/ken/paper/200902278aJS/eng/]

2. Koichiro Mihara, Satoshi Sakai, Heeryon Cho, and Toru Ishida, "Development of a Chat Tool for Multilingual Communication," in Proceedings of IEICE SIG on Intercultural Collaboration, IEICE Tech. Rep., vol. 108, no. 441, AI2008-58, pp. 79-84, February 27, 2009, Tokyo, Japan. (in Japanese) [三原宏一朗, 境智史, Heeryon Cho, 石田亨, "多言語コミュニケーションのためのチャットツールの開発," 信学技報, vol. 108, no. 441, AI2008-58, pp. 79-84, 2009年2月.] [ref: https://www.ieice.org/ken/paper/200902279ajI/eng/]

3. Shogo Kamiya, Tomoko Koda, Toshiyuki Takasaki, and Heeryon Cho, "Development of Pictogram Conversion Tool for Cross-culture Collaboration," in Proceedings of Human-Agent Interaction Symposium 2007 (HAI-07), 2A-1, pp. 1-6, December 5-6, 2007, Yokohama, Japan. (in Japanese) (PDF, 897KB) [神谷尚吾, 神田智子, 高崎俊之, Heeryon Cho, "異文化コラボレーションのための文化間絵文字変換ツールの開発," HAIシンポジウム2007 (HAI-2007), 2007年12月5-6日.] [ref: http://hai-conference.net/proceedings/HAI2007/html/paper/paper-2a-1.html]

4. Heeryon Cho, Toru Ishida, Rieko Inaba, Toshiyuki Takasaki, and Yumiko Mori, "Semantic Relevance Measure Using Pictogram Interpretation Words," in Proceedings of the 2007 IEICE General Convention, p. 5, March 20-23, 2007, Nagoya, Japan. (in Japanese) (PDF, 126KB) [Heeryon Cho, 石田亨, 稲葉利江子, 高崎俊之, 森由美子, 神田智子, "絵文字解釈語を用いた意味的関連度の提案," 電子情報通信学会大会講演論文集, 2007年3月7日] [ref: https://ci.nii.ac.jp/naid/110006461512]

5. Heeryon Cho, Rieko Inaba, Toru Ishida, Toshiyuki Takasaki, and Yumiko Mori, "Semantics in Pictogram Communication," in Proceedings of Joint Agent Workshops and Symposium (JAWS-06), pp. 10-25, October 25-27, 2006, Suzuka, Japan. (in Japanese) (PDF, 243KB) [Heeryon Cho, 稲葉利江子, 石田亨, 高崎俊之, 森由美子, "絵文字コミュニケーションにおけるセマンティクス," 情報処理学会研究報告知能と複雑系(ICS), 110(2006-ICS-145), pp.1-8, 2006年10月25日.] [ref: https://ci.nii.ac.jp/naid/110004839431]

Thesis

1. Heeryon Cho, "Analysis of Cultural Differences in Pictogram Interpretations," Doctorate Thesis, March 2009, Department of Social Informatics, Kyoto University, Japan. (PDF, 888KB)

2. Heeryon Cho, "Designing Metadata with Existing Ontologies," Master's Thesis, March 2005, Department of Social Informatics, Kyoto University, Japan. (PDF, 934KB)

Patents

Patent in Korea

1. 윤상민, 조희련, 이송미, 사용자 단말에 관한 상황 인식 기반의 전력 소모 절감 장치 및 방법: 2016년7월18일 출원(출원번호: 1020160090919)/ 2018년4월17일 등록(등록번호: 제10-1851253호).

2. 윤상민, 이송미, 조희련, 사용자 상황을 고려한 현지어 소통 지원 서버 및 현지어 소통 지원 방법: 2016년7월4일 출원(출원번호: 1020160083921) / 2017년12월5일 등록(등록번호: 제10-1807812호). (PDF, 432KB)

3. 윤상민, 이송미, 조희련, 사용자 관심 기반의 핫 플레이스 추천 방법 및 이를 수행하는 사용자 관심 기반의 핫 플레이스 추천 서버: 2016년7월26일 출원(출원번호: 1020160094760) / 2017년8월1일 등록(등록번호: 제10-1765782호).

4. 조희련, 이종석, 감정 사전 구축 장치 및 감정 사전 구축 방법: 2013년11월12일 출원(출원번호: 1020130136710) / 2015년9월16일 등록(등록번호: 제10-1555039호). (PDF, 3.92MB)

Research Funding

1. March 2017~ February 2020, National Research Foundation of Korea (NRF) grant (Basic Science Research Program) funded by the Korean government (Ministry of  Science, ICT & Future Planning: MSIP) No. 2017R1A2B4011015, "Open Source Software Technology for Objective Interpretation and Analysis of Big Texts" (approximately $142,500/3 yrs). [2017년3월~2020년2월, 한국연구재단 중견연구, "빅텍스트의 객관적 해석 및 분석을 위한 지능형 오픈소스 소프트웨어 기술 개발" (162,666,000 원/3년)].

Professional Services

• Program Committee Member,  The 37th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2024)

• Program Committee Member,  The 36th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2023)

• Program Committee Member,  2023 IEEE International Conference on Big Data and Smart Computing (BigComp 2023)

• Program Committee Member,  2022 IEEE International Conference on Big Data and Smart Computing (BigComp 2022)

• Program Committee Member,  2021 IEEE International Conference on Big Data and Smart Computing (BigComp 2021)

• Program Committee Member,  2020 IEEE International Conference on Big Data and Smart Computing (BigComp 2020)

• Program Committee Member,  2019 IEEE International Conference on Big Data and Smart Computing (BigComp 2019)

• Program Committee Member,  2018 IEEE International Conference on Big Data and Smart Computing (BigComp 2018)

• Theme Co-organizer, 'Theme 19: If the World Looks the Same Even in Different Languages,' Kyoto University Summer Design School 2016

• Proceedings Co-Chair, 5th ACM International Conference on Collaboration Across Boundaries: Culture, Distance, & Technology 2014 (CABS 2014)

Experiences

• Assistant Professor, Humanities Research Institute, Chung-Ang University. September 2020 - September 2023. 

• Research Professor, School of Computer Science, Kookmin University. December 2015 - February 2020. (Based on National Research Foundation of South Korea Funding.)

• Researcher, School of Computer Science, Kookmin University. October 2015 - November 2015. (Based on National Research Foundation of South Korea Funding.)

• Research Associate Professor, Department of Management Information Systems, Chungbuk National University, September 2014 - February 2015. (Based on Brain Korea 21 Plus (BK21+) Funding.)

• Member of Technical Staff, Yonsei Institute of Convergence Technology, Yonsei University. February 2011 - August 2014. (Based on IT Consilience Creative Program Funding.)

• Research Scientist, Interaction Science Research Institute, Sungkyunkwan University. March 2010 - November 2010. (Based on World Class University Program Funding.)

• Global COE Researcher, Graduate School of Informatics, Kyoto University. October 2008 - March 2009. (Based on Global COE Program Funding.)

• Research Assistant, Graduate School of Informatics, Kyoto University, Global COE Program. April 2008 - September 2008.

• Writer and Editor, Silicon Valley News (an online news startup now defunct). July 2000 - April 2001.

• Writer and Editor, The Chosun Ilbo (Korean National Newspaper). January 1995 - June 1999.

Professional Affiliations

• Association for Computing Machinery

• Korea Information Processing Society

• Korean Institute of Information Scientists and Engineers

• Human Interface Society of Japan

Might Be Useful

• 일본대학 학위/졸업/성적증명서 아포스티유(정확히는 공인확인 또는 인장증명) 취득하기

• 구글 Colab 환경에서 파이썬 초급 프로그래밍 실습을 할 수 있는 Colab Notebook 교재

• TensorFlow 둘러보기 [다운로드]

• 직접 따라 해 보는 Ruby 웹 마이닝 [다운로드]