PERSONAL INFORMATION

DOSAM HWANG
Professor in Department of Computer Engineering at Yeungnam University.
dshwang@yu.ac.kr
Major Interest Natural Language Processing, Information Retrieval, Semantic Web, Ontology, Knowledge Processing
Ph.D. Natural Language Processing
Kyoto University, Kyoto, Japan
under the guidance of Prof. Makoto Nagao

Research Interest

  • Natural Language Processing
  • Ontology
  • Semantic Web
  • Knowledge processing
  • Machine Translation
  • Electronic Dictionary
  • Information Retrieval

Professional Experiences

  • Invited Professor, 2013.09 -2014.02, KAIST.
  • Principal Researcher, 1980–1996, System Engineering Research Institute, Korea Institute of Science & Technology, Korea.

Honors and Award

  • Translator award, Korean Society of Translators, 2017
  • An Appreciation Plaque for Cowork, Korea Fujitsu Co., April 13, 1990.
  • Distinguished Researcher, Korea Institute of Science &Technology, January 4, 1988.

Society Acitivities 1

  • Language Engineering Society of KISS, Director, present.
  • ISO(International Organization for Standardization) TC(Technical Committee) 37, October 2005 ~ present.
  • Korea Information Science Society, Director, March 2007 ~ 2008.
  • The Korean Society for Cognitive Science, Director, March 2006 ~2007.
  • Secretary of Korean Technical Committee for ISO TC37, October 2005 ~ 2007.

Society Acitivities 2

  • 1) steering committee
  • - ICCSAMA 2019 / 2019.12.19 ~ 2019.12.20 / Hanoi, Vietnam.
    - ICCCI 2019 / 2019.09.03 ~ 2019.09.05 / Hendaye, France.
    - IEEE INISTA 2019 / Advisory Committee / 2019.07.03 ~ 2019.07.05 / Sofia, Bulgaria.
    - ACIIDS 2019 / 2019.04.08 ~ 2019.04.11 / Yogyakarta, Indonesia.
    - MISSI 2018 / 2018.09.12 ~ 2018.09.14 / Wroclaw, Poland.
    - ACIIDS 2018 / 2018.03.19 ~ 2018.03.21 / Quang Binh, Vietnam.
    - ACIIDS 2017 / 2017.04.03 ~ 2017.04.05 / Kanazawa, Japan.
    - ICCSAMA 2016 / 2017.06.30 ~ 2017.07.01 / Berlin, Germany.
    - MISSI 2016 / 2016.09.14 ~ 2016.09.16 / Wroclaw, Poland.
    - ACIIDS 2016 / 2016.03.14 ~ 2016.03.16 / Da Nang, Vietnam.

  • 2) editor
  • - Enterprise Information Systems, Taylor & Fancis, 2019.

  • 3) chair
  • - IEEE SMC 2019 / session organizing chair / 2019.10.06 ~ 2019.10.09 / Bari, Italy.
    - IEEE SMC 2016 / session organzing chair / 2016.10.09 ~ 10.12 / Budapest, Hungary.
    - IEEE TENSYMP 2016 / Program chair / 2016.05.09 ~ 05.11 / Bali, Indonesia.
    - OKBQA-4 / organizing chair / 2016.08.16 ~ 2015.08.21 / Jeju, Korea.
    - OKBQA-3 / organizing chair / 2015.08.24 ~ 2015.08.28 / KAIST, Daejon, Korea.
    - OKBQA-1 / organizing chair / 2014.02.17 ~ 2014.02.19 / Daejon, Korea.
    - ICCCI 2014 / organizing chair / 2014.09.24 ~ 2014.09.26 / Wroclaw University of Technology.
    - GWC-06 (The Third International WordNet Conference) / 2006.01.22 ~ 01.26 / Jeju, Korea.

  • 4) invited speaker
  • - International Conference on University 4.0 / 2017.07.20 ~ 2017.07.21 / Ho Chi Minh, Vietnam.
    - ACIIDS 2015 / 2015.3.23 ~ 2015.03.25 / Bali, Indonesia.

  • 5) session chair
  • - IEEE 2019 / International Co-char / 2019.12.10 ~ 2019.12.13 / Yogyakarta, Indonesia.
    - ICCCI 2019 / chair of Keynote Speech / 2019.09.03 ~ 2019.09.05 / Hendaye, France.
    - IEEE INISTA 2019 / chair of Keynote Speech / 2019.07.03 ~ 2019.07.05 / Sofia, Bulgaria.
    - MISSI 2018 / chair of pleanary lecture / 2018.09.12 ~ 2018.09.14 / Wroclaw, Poland.
    - ICCCI 2018 / chair of keynote lecture / 2018.09.05 ~ 2018.09.07 / Bristol, UK.
    - ACIIDS 2017 / chair of keynote lecture / 2017.04.03 ~ 2017.04.05 / Kanazawa, Japan.
    - ICCSAMA 2017 / 2017.06.30 ~ 2017.07.01 / Berlin, Germany.
    - MISSI 2016 / 2016.09.14 ~ 2016.09.16 / Wroclaw, Poland.
    - IEEE SMC 2016 / 2016.10.09 ~ 2016.10.12 / Budapest, Hungary.
    - ACIIDS 2015 / 2015.3.23 ~ 2015.03.25 / Bali, Indonesia.

  • 6) committee member
  • - ICCCI 2019 / 2019.09.03 ~ 2019.09.05 / Hendaye, France.
    - ICCCI 2018 / 2018.09.05 ~ 2018.09.07 / Bristol, UK.
    - ACIIDS 2018 / 2018.03.19 ~ 2018.03.21 / Quang Binh, Vietnam.
    - ACIIDS 2017 / 2017.04.03 ~ 2017.04.05 / Kanazawa, Japan.
    - IDC 2017 / 2017.10.11 ~ 2017.10.13 / Belgrade, Serbia.
    - INISTA 2017 / 2017.08.03 ~ 2017.08.05 / Gydnia, Poland.
    - ACIIDS 2017 / 2017.04.03 ~ 2017.04.05 / Kanazawa, Japan.
    - ACIIDS 2016 / 2016.03.14 ~ 2016.03.16 / Da Nang, Vietnam.
    - ICCCI 2016 / 2016.09.28 ~ 2016.09.30 / Halkidiki, Greece.
    - ICCCI 2015 / 2015.09.21 ~ 2015.09.23 / Universidad Complutense de Madrid Univeridad Autonoma de Madrid, Spain.
    - NICS 2015 / 2015.09.16 ~ 2015.09.18 / IEEE Vietnam Section NAFOSTED IEEE Vietnam Chapter
    - CYBCONF 2015 / 2015.06.24 ~ 2015.06.26 / IEEE IEEE SMC, Poland.
    - ACIIDS 2015 / 2015.3.23 ~ 2015.03.25 / Binus University+Wroclaw University of Technology, Bali, Indonesia.
    - ICCCI 2014 /2014.09.24 ~ 2014.09.26 / Wroclaw University of Technology
    - ACIIDS 2014 / 2014.04.07 ~ 2014.04.09 / King Mongkut’s Institute of Technology Ladkradbang Wrocalaw University of Technology / Bangkok, Thailand.
    - ACIS 2013 / 2013.10.31 ~ 2013.12.02 / IIAI, JAIST, NECTEC KAIST.
    - ICCCI 2011 / 2011.09.21 ~ 2011.09.23 / Gdynia, Poland.
    - ACIIDS 2011 / 2011.04.20 ~ 2011.04.22 / Daegu, Korea.
    - ICCCI 2009 / 2009.10.05 ~ 2009.10.07 / Wroclaw, Poland.
    - COLING-ACL'98 / 1998.08.10 ~ 1998.08.14 / 38th Annual Meeting of the ACL, reviewer / 2000.10.01 ~ 2000.10.08
    - NLPRS 1995 / Organizing Committee

Projects & Contracts:

  • "Intelligent Service Fusion Based on Big Data from IoT" , supported by MOE (Ministry of Education) through NRF (National Research Foundation of Korea), March 2013 ~ present.
  • "Development of an Open-source Software for International Transformation Standard of Medical Information Guaranteeing Backward/Forward Compatability" , ICT & Future planning, the Ministry of Science of Korea through NRF, March 2017 ~ February 2020.
  • Development of Autonomous Intelligent Collaboration Framework for Knowledge Bases and Smart Devices” , supported by MOTIE(Ministry of Trade, Industry & Energy), May 2013 ~ April 2014.
  • “Semantic Tagging of Noun using Open Knowledge”, supported by ETRI, June 2011 ~ January 2012.
  • “Construction and Error verification of Ontology”, supported by KAIST through National IT industry Promotion Agency, April 2008 ~ January 2009.
  • National IT ontology infrastructure technology development 2007: “Construction and Evaluation of Ontology” supported by Ministry of Information & Communication, 00won), April 2007 ~ January 2008(to be contracted).
  • National IT ontology infrastructure technology development 2006: “Construction and Integration of Ontology” supported by Ministry of Information & Communication, April 2006 ~ January 2007.
  • “Standardization of language resources based on the characteristics of Korean Language” supported by Korean Agency for Technology and Standards, April 2006 ~ October 2006.
  • “Standardization of terminology applicable dictionaries and computers” supported by Korean Agency for Technology and Standards, March 2005 ~ July 2005.
  • Automatic generation of Web documents based on Semantic Web” supported by Semantic Quest Co., April 2004 ~ March 2005.
  • “A System for Information Representation and Recognition” supported by Korea Science and Engineering Foundation, March 2000 ~ February 2000.

Selected Papers in Journals:

  • "Research collaboration model in academic social", Enterprise Information Systems, Taylor & Francis Ltd, ISSN 1751-7575, 2018.12.20.
  • "Multi-step Consensus: An Effective Approach for Determining Consensus in Large Collectives", Cybernetics and Systems, Taylor & Francis Inc, Vol 50(2), pp.208-229, 2019.02.17.
  • "Recommendation of Expert Group to Question and Answer Sites based on User Behaviors and Diversity", Journal of Intelligent & Fuzzy Systems, IOS PRESS, ISSN 1064-1246, 2019.06.19.
  • "Cadence Control of Pedal-Assisted Electric Bicycles Considering Energy and Exercise Efficiency", Journal of Advanced Research in Dynamical and Control Systems, 2018.11.01.
  • "Hashtag Recommendation Approach Based on Content and User Characteristics", CYBERNETICS AND SYSTEMS, 2018.01.22 ISSN 0196-9722, TAYLOR & FRANCIS INC, DOI 10.1080/01969722.2017.1418724.
  • "A combination of active learning and self-learning for named entity recognition on Twitter using conditional random fields", KNOWLEDGE-BASED SYSTEMS, 2017.09.15.
  • "Improving Academic Event Recommendation Using Research Similarity and Interaction Strength Between Authors", CYBERNETICS AND SYSTEMS, 2017.04.03.
  • "Exploiting character networks for movie summarization", MULTIMEDIA TOOLS AND APPLICATIONS, 2017.04.01.
  • "Character-based indexing and browsing with movie ontology", JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017.01.30.
  • "Handling imbalanced classification problem: A case study on social media datasets", JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017.01.30.
  • "An influence analysis of the number", JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017.01.30.
  • "A named entity recognition approach for tweet streams using active learning", JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017.01.30.
  • "Character-based indexing and browsing with movie ontology",Journal of Intelligent & Fuzzy Systems, Vol-Preprint, 2016.12.23.
  • "Handling imbalanced classification problem: A case study on social media datasets", Journal of Intelligent & Fuzzy Systems, Vol-Preprint, 2016.12.23.
  • "An influence analysis of the number of members on the quality of knowledge in a collective", Journal of Intelligent & Fuzzy Systems, Vol-Preprint, 2016.12.23.
  • "A named entity recognition approach for tweet streams using active learning", Journal of Intelligent & Fuzzy Systems, Vol-Preprint, 2016.12.23.
  • "Computational Intelligence Tools for Processing Collective Data",Journal of Universal Computer Science, Vol.22(6), pp.735-741, 2016.06.01.
  • "TwiSNER: Semi-supervised Method for Named Entity Recognition from Text Streams on Twitter", Vol.22-6, pp.782-800, 2016.06.01.
  • "Exploiting matrix factorization to asymmetric user similarities in recommendation systems", Knowledge-based Systems, Vol.83, pp.51-57, 2015.07.31.
  • "Weighted Similarity Schemes for High Scalability in User-based Collaborative Filtering", Mobile Networks & Applications, Vol.20(4), pp.497-507, 2015.08.31.
  • "구문의미분석을 이용한 유사문서 판별기", 한국콘텐츠 논문지, 제14권 제3호, pp.40-51, 2014.03.28.
  • “A Dictionary Development System based on Web”, INT INFORMATION INST, Information - an International Interdisciplinary Journal 14(11), 3575-3582, 2011.11.01.
  • “A Framework for Multiple Ontology Integration of Multilingual Ontology Integration of Multilingual Ontologies in Web Environment”, INT INFORMATION INST, Information - an International Interdisciplinary Journal 13(5), 1571-1583, 2010.9.30.
  • “A Semantic Wiki Framework for Reconciling Conflict Collaborations Based on Selecting Consensus Choice”, Dosam Hwang et al., Graz Univ Technology, Journal of Universal Computer Science 16, 1024-1035, 2010.6.1.
  • “OntoCS-A Web-Based System for Collaborative Ontology Construction”, Dosam Hwang et al., Slovak Academy Sciences Institute Infromatics, Computing & Informatics 28(6), 781-793, 2010/02/02.
  • “Ontology Construction Process and System” Dosam Hwang et al., journal of Korea Fuzzy Logic and Intelligent Systems Society, Vol.16, No. 6, pp. 721-729, Nov. 2006.

Selected Papers in Proceedings:

  • "A New Heuristic Algorithm for 2-Optimality Consensus Determination", IEEE SMC 2019, Bari, Italy, 2019.10.06-09.
  • "Decision Support System for Assignment of Conference Papers to Reviewers", ICCCI 2019, Hendaye, France, 2019.09.04-06.
  • "A method for detecting and analyzing the sentiment of tweets containing conditional sentences", ACIIDS 2019, Yogyakarta, Indonesia, 2019.04.08-11.
  • "Increasing the Quality of Multi-step consensus", ACIIDS 2019, Yogyakarta, Indonesia, 2019.04.08-11.
  • "Cross-Lingual Korean Speech-to-Text Summarization", ACIIDS 2019, Yogyakarta, Indonesia, 2019.04.08-11.
  • "Decision-making Support Method Based on Sentiment Analysis of Objects and Binary Decision Tree Mining", IEA/AIE 2019, Graz, Austria, 2019.07.09-11.
  • "A Method for Detecting and Analyzing the Sentiment of Tweets Containing Fuzzy Sentiment Phrases", IEEE INISTA 2019, Sofia, Bulgaria, 2019.07.03-05.
  • "A Framework for Analyzing Academic Data", MISSI 2018, Wroclaw, Poland, 2018.09.12-14.
  • "A Tweet summarization method based on maximal association rules", ICCCI 2018, Britol, England, 2018.09.05-07.
  • "A group recommender system for selecting experts to review a specific problem", ICCCI 2018, Britol, England, 2018.09.05-07.
  • "An Approach for Recommending Group Experts on Question and Answering Sites", ACIIDS 2018, QuangBinh, Vietnam, 2018.03.19-21.
  • "A Three-Stage Consensus-Based Method for Collective Knowledge Determination", ACIIDS 2018, QuangBinh, Vietnam, 2018.03.19-21.
  • "Tweet Integration by Finding the Shortest Paths on a Word Graph", ACIIDS 2018, QuangBinh, Vietnam, 2018.03.19-21.
  • "Social Network-Based Event Recommendation", ICCCI 2017, Nicosia, Cyprus, 2017.09.27-29.
  • "A Consensus-Based Method to Enhance a Recommendation System for Research Collaboration", ACIIDS 2017, Japan, 2017.04.03-05.
  • "A Hybrid Method for Named Entity Recognition on Tweet Streams", ACIIDS 2017, Japan, 2017.04.03-05.
  • "User Timeline and Interest-Based Collaborative Filtering on Social Network", ICCASA 2016, Viet Tri, Vietnam, 2016.11.22-23.
  • "A Novel Method for Extracting Dynamic Character Network from Movie", BDTA 2016, Seoul, Korea, 2016.11.17-18.
  • "Using Geotagged Resources on Social Media for Cultural Tourism: A Case Study on Cultural Heritage Tourism", BDTA 2016, Seoul, Korea, 2016.11.17-18.
  • "Active Learning-Based Approach for Named Entity Recognition on Short Text Streams", MISSI 2016, Wroclaw, Poland, 2016.09.14-16.
  • "Academic event recommendation based on research similarity and exploring interaction between authors", Budapest, Hungary, IEEE SMC, 2016.08.09-12.
  • "A Cluster Topology for Covering Balanced Area in Sensor Networks", 10th APIC-IST2015, Da Nang , Vietnam, KSII, 2015.07.13
  • "KELabTeam: A Statistical Approach on Figurative Language Sentiment Analysis in Twitter", 2015 International Workshop on Semantic Evaluation, USA, NAACL, 2015.06.04
  • "Discovering Co-author Relationship in Bibliographic Data Using Similarity Measures and Random Walk Model", The 7th Asian Conference on Intelligent Information and Database Systems, Indonesia, SPRINGER, 2015.03.24
  • "An Asymmectirc Weighting Schema for Collaborative Filtering", ICCCI 2014 - 7th International Conference on Computational Collective Intelligence Technologies and Applications, Korea, Wroclaw University of Technology et Etc, 2014.09.24
  • "Event Detection from Social Data Stream Based on Time-Frequency Analysis", The 6th International Conference on Computational Collective Intelligence, Korea, SPRINGER, 2014.09.24
  • "Social Tagging Analytics for Processing Unlabeled Resources: a Case Study on Non-geotagged Photos", The 8th International Symposium on Intelligent Distributed Computing, Spain, SPRINGER, 2014.09.03
  • "Time-Frequency Social Data Analytics for Understanding Social Big Data", The 8th International Symposium on Intelligent Distributed Computing, Spain, SPRINGER, 2014.09.03
  • "Item-based Collaborative Filtering with Attribute Correlation: a Case Study on Movie Genre", ACIIDS 2014 - The 6th Asian Conference on Intelligent Information and Database Systems, Thailand, King Mongkut’s Institute of Technology ALadkrabang, 2014.04.07
  • “Preference-based User Rate Correction Process for Interactive Recommendation Systems”, 13th International Conference on Information Integration and Web-based Application & Services, Ho Chi Minh City, Vietnam, Dosam Hwang et al., ACM, Proceedings of the 13th International Conference on Information Integration and Web-base Applications & Services, 412-415, 2011/12/05.
  • “Consensus Choice for Social Collaborations on Semantic Wikis: a Prelimnary Study”, ASWC Workshop on Collective Intelligence, Bangkok, Dosam Hwang et al, ASWC, Proceedings of ASWC Workshop on Collective Intelligence, 1-6, 2009.2.2.
  • “An Ontology Construction using Seed Term Feedback Relevance”, In K. Lee, Dosam Hwang, Soon H. Kwon, 18th Annual Conference on Human and Cognitive Language Technology, pp81-88, Korea Information Science Society+The Korean Society for Cognitive Science, (POSTECH, KOREA 2006.10.13-14).
  • “An Ontology Construction System”, In K. Lee, Dosam Hwang, Soon H. Kwon, 18th Annual Conference on Human and Cognitive Language Technology, pp81-88, Korea Information Science Society+The Korean Society for Cognitive Science, (POSTECH, KOREA 2006.10.13-14).

Books:

  • Dosam Hwang et al., “Computer and Information Technology”, Hongreung Science, (Written in Korean) March 2007.
  • Dosam Hwang, Key-Sun Choi, “Terminology Research 5”, Korea Terminology Research Center for Language and Knowledge Engineering KAIST(Korea Advanced Institute of Science & Technology), (Written in Korean) 2005.
  • Dosam Hwang, Key-Sun Choi et al., “Korean Lexical Semantic Network”, KAIST(Korea Advanced Institute of Science & Technology), (Written in Korean) 2005.
  • Dosam Hwang, Key-Sun Choi et al., “Construction of Lexical Semantic Network”, KAIST(Korea Advanced Institute of Science & Technology), (Written in Korean) 2005.
  • Dosam Hwang, Byungwook Kang, “C Programming Language”, Dooyangsa, (Written in Korean) 2004.
  • Dosam Hwang et al., “Computer and Internet”, Yurim, (Written in Korean) 2001.
  • Dosam Hwang et al., “C and C++ Programming Language”, Dasungsa, (Written in Korean) 2000.

Translation Books:

  • Dosam Hwang et al, “Semantic Web”, Dooyang-sa, (Written in Korean), March 2015.
  • Dosam Hwang et al, “Ontology Engineering”, Dooyang-sa, (Written in Korean), May 2009.
  • Dosam Hwang, Key-Sun Choi , “Natural Language Processing (revised), Makoto Nagao”, Dooyangsa, (Written in Korean) March 2007.
  • Dosam Hwang, “English Presentation, David Wagner”, Dooyangsa, (Written in Korean) 2005.
  • Dosam Hwang, Key-sun Choi et al., “Handbook of Terminology, Silvia Parel and Diane Nolet”, Hankukmoonhwasa, (Written in Korean) 2005.
  • Dosam Hwang, “Application for Natural Language Processing, Hozumi Tanaka”, Dooyangsa, (Written in Korean) 2002.
  • Dosam Hwang, Key-Sun Choi, Taesuk Kim, “Natural Language Processing, Makoto Nagao”, Hongreung Science, (Written in Korean) 1999.
  • Trans. Dosam Hwang, Key-Sun Choi, Taesuk Kim, “Natural Language Understanding, Makoto Nagao”, Hongreung Science, (Written in Korean) 1998.