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Jin Cheon Na

Assoc Prof

 https://orcid.org/0000-0002-2211-9382
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
1990 …2025

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  • 2023

    Aspect-Based Sentiment Analysis of Racial Issues in Singapore: Enhancing Model Performance Using ChatGPT

    Tudi, M. R., Na, J. C., Liu, M., Chen, H., Dai, Y. & Yang, L., 2023, Leveraging Generative Intelligence in Digital Libraries: Towards Human-Machine Collaboration - 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023, Proceedings. Goh, D. H., Chen, S.-J. & Tuarob, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-55 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14457 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)
  • 2021

    A Prototype System for Monitoring Emotion and Sentiment Trends Towards Nuclear Energy on Twitter Using Deep Learning

    Arumugam, S., Peng, L., Na, J. C., Lin, G., Ganesh, R., Li, X., Chen, Q., Ho, S. S. & Cambria, E., 2021, Towards Open and Trustworthy Digital Societies - 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Ke, H.-R., Lee, C. S. & Sugiyama, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 471-479 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13133 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Fine-Grained Sentiment Analysis of Political Tweets with Entity-Aware Multimodal Network

    Yang, L., Yu, J., Zhang, C. & Na, J. C., 2021, Diversity, Divergence, Dialogue - 16th International Conference, iConference 2021, Proceedings. Toeppe, K., Yan, H. & Chu, S. K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 411-420 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12645 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    19 Citations (Scopus)
  • 2020

    Deciphering Public Opinion of Nuclear Energy on Twitter

    Khatua, A., Cambria, E., Ho, S. S. & Na, J. C., Jul 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206903. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Citations (Scopus)

  • Profiling Bot Accounts Mentioning COVID-19 Publications on Twitter

    Ye, Y. E. & Na, J. C., 2020, Digital Libraries at Times of Massive Societal Transition - 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, Proceedings. Ishita, E., Pang, N. L. & Zhou, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-306 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12504 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)
  • 2019

    Sentiment Analysis of Tweets Mentioning Research Articles in Medicine and Psychiatry Disciplines

    Bharathwaj, S. K., Na, J. C., Sangeetha, B. & Sarathkumar, E., 2019, Digital Libraries at the Crossroads of Digital Information for the Future - 21st International Conference on Asia-Pacific Digital Libraries, ICADL 2019, Proceedings. Jatowt, A., Maeda, A. & Syn, S. Y. (eds.). Springer, p. 303-307 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11853 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • User Motivation Classification and Comparison of Tweets Mentioning Research Articles in the Fields of Medicine, Chemistry and Environmental Science

    Kumar, M. S., Gupta, S., Baskaran, S. & Na, J. C., 2019, Digital Libraries at the Crossroads of Digital Information for the Future - 21st International Conference on Asia-Pacific Digital Libraries, ICADL 2019, Proceedings. Jatowt, A., Maeda, A. & Syn, S. Y. (eds.). Springer, p. 40-53 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11853 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)
  • 2018

    Aspect-based sentiment analysis of nuclear energy tweets with attentive deep neural network

    Liu, Z. & Na, J. C., 2018, Maturity and Innovation in Digital Libraries - 20th International Conference on Asia-Pacific Digital Libraries, ICADL 2018, Proceedings. Žumer, M., Hinze, A. & Dobreva, M. (eds.). Springer Verlag, p. 99-111 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11279 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Citations (Scopus)
  • 2017

    Mining semantic patterns for sentiment analysis of product reviews

    Tan, S. S. & Na, J. C., 2017, Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Proceedings. Manolopoulos, Y., Kamps, J., Tsakonas, G., Iliadis, L. & Karydis, I. (eds.). Springer Verlag, p. 382-393 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10450 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Citations (Scopus)
  • 2016

    Expanding sentiment lexicon with multi-word terms for domain-specific sentiment analysis

    Tan, S. S. & Na, J. C., 2016, Digital Libraries: Knowledge, Information, and Data in an Open Access Society - 18th International Conference on Asia-Pacific Digital Libraries, ICADL 2016, Proceedings. Morishima, A., Rauber, A. & li Liew, C. (eds.). Springer Verlag, p. 285-296 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10075 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)
  • 2015

    Evaluation of a general-purpose sentiment lexicon on a product review corpus

    Khoo, C. S. G., Johnkhan, S. B. & Na, J. C., 2015, Digital Libraries: Providing Quality Information - 17th International Conference on Asia-Pacific Digital Libraries, ICADL 2015, Proceedings. Allen, R. B., Hunter, J. & Zeng, M. L. (eds.). Springer Verlag, p. 82-93 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9469).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • User motivations for tweeting research articles: A content analysis approach

    Na, J. C., 2015, Digital Libraries: Providing Quality Information - 17th International Conference on Asia-Pacific Digital Libraries, ICADL 2015, Proceedings. Allen, R. B., Hunter, J. & Zeng, M. L. (eds.). Springer Verlag, p. 197-208 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9469).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Citations (Scopus)
  • 2013

    Deconstructing human literature reviews – A framework for multi-document summarization

    Jaidka, K., Khoo, C. S. G. & Na, J. C., 2013, ENLG 2013 - 14th European Workshop on Natural Language Generation, Proceedings. Association for Computational Linguistics (ACL), p. 125-135 11 p. (ENLG 2013 - 14th European Workshop on Natural Language Generation, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    26 Citations (Scopus)

  • Influence diffusion detection using blogger's influence style

    Tan, L. K. W., Na, J. C. & Theng, Y. L., 2013, Digital Libraries: Social Media and Community Networks - 15th International Conference on Asia-Pacific Digital Libraries, ICADL 2013, Proceedings. Springer Verlag, p. 132-142 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8279 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)
  • 2012

    Blog site profiling through influence style detection

    Tan, L. K. W., Na, J. C., Theng, Y. L. & Chang, K., 2012, The Outreach of Digital Libraries: A Globalized Resource Network - 14th International Conference on Asia-Pacific Digital Libraries, ICADL 2012, Proceedings. p. 329-332 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7634 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)

  • Sentiment classification of drug reviews using a rule-based linguistic approach

    Na, J. C., Kyaing, W. Y. M., Khoo, C. S. G., Foo, S., Chang, Y. K. & Theng, Y. L., 2012, The Outreach of Digital Libraries: A Globalized Resource Network - 14th International Conference on Asia-Pacific Digital Libraries, ICADL 2012, Proceedings. p. 189-198 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7634 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    55 Citations (Scopus)

  • Sentiment lexicons for health-related opinion mining

    Goeuriot, L., Na, J. C., Kyaing, W. Y. M., Khoo, C., Chang, Y. K., Theng, Y. L. & Kim, J. J., 2012, IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium. p. 219-225 7 p. (IHI'12 - Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    64 Citations (Scopus)
  • 2011

    Automatic literature review generation - Conducting a comparison of research papers

    Jaidka, K., Khoo, C. S. G. & Na, J. C., 2011, Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011. p. 803-811 9 p. (Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sentence-level sentiment polarity classification using a linguistic approach

    Tan, L. K. W., Na, J. C., Theng, Y. L. & Chang, K., 2011, Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation - 13th International Conference on Asia-Pacific Digital Libraries, ICADL 2011, Proceedings. p. 77-87 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7008 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    46 Citations (Scopus)

  • Visual sentiment summarization of movie reviews

    Na, J. C., Thet, T. T., Khoo, C. S. G. & Kyaing, W. Y. M., 2011, Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation - 13th International Conference on Asia-Pacific Digital Libraries, ICADL 2011, Proceedings. p. 277-287 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7008 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Citations (Scopus)
  • 2010

    Imitating human literature review writing: An approach to multi-document summarization

    Jaidka, K., Khoo, C. & Na, J. C., 2010, Role of Digital Libraries in a Time of Global Change - 12th International Conference on Asia-Pacific Digital Libraries, ICADL 2010, Proceedings. p. 116-119 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6102 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Citations (Scopus)
  • 2009

    Sentiment analysis of movie reviews on discussion boards using a linguistic approach

    Thet, T. T., Na, J. C., Khoo, C. S. G. & Shakthikumar, S., 2009, 1st Int. CIKM Workshop on Topic-Sentiment Analysis for Mass Opinion Measurement, TSA'09, Co-located with the 18th ACM International Conference on Information and Knowledge Management, CIKM 2009. p. 81-84 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    44 Citations (Scopus)
  • 2008

    Pattern mining for information extraction using lexical, syntactic and semantic information: Preliminary results

    Khoo, C. S. G., Na, J. C. & Wang, W., 2008, Information Retrieval Technology - 4th Asia Information Retrieval Symposium, AIRS 2008, Revised Selected Papers. p. 676-681 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4993 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Sentiment classification of movie reviews using multiple perspectives

    Thet, T. T., Na, J. C. & Khoo, C. S. G., 2008, Digital Libraries: Universal and Ubiquitous Access to Information - 11th International Conference on Asian Digital Libraries, ICADL 2008, Proceedings. Springer Verlag, p. 184-193 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5362 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    15 Citations (Scopus)
  • 2007

    Automatic classification of web search results: Product review vs. non-review documents

    Thet, T. T., Na, J. C. & Khoo, C. S. G., 2007, Asian Digital Libraries: Looking Back 10 Years and Forging New Frontiers - 10th International Conference on Asian Digital Libraries, ICADL 2007, Proceedings. Springer Verlag, p. 65-74 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4822 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Citations (Scopus)

  • Filtering product reviews from web search results

    Thet, T. T., Na, J. C. & Khoo, C. S. G., 2007, DocEng'07: Proceedings of the 2007 ACM Symposium on Document Engineering. p. 196-198 3 p. (DocEng'07: Proceedings of the 2007 ACM Symposium on Document Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Citations (Scopus)
  • 2006

    Towards ontology enrichment with treatment relations extracted from medical abstracts

    Lee, C. H., Na, J. C. & Khoo, C., 2006, Digital Libraries: Achievements, Challenges and Opportunities - 9th International Conference on Asian Digital Libraries, ICADL 2006, Proceedings. Springer Verlag, p. 419-428 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4312 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Citations (Scopus)
  • 2004

    Context-aware digital documents described in a high-level petri net-based hypermedia system

    Na, J. C. & Furuta, R., 2004, Digital Documents: Systems and Principles - 8th International Conference on Digital Documents and Electronic Publishing, DDEP 2000, 5th International Workshop on the Principlesof Digital Document Processing, PODDP 2000, Revised Papers. King, P. & Munson, E. V. (eds.). Springer Verlag, p. 13-27 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2002

    A framework for flexible information presentation in digital collections

    Karadkar, U. P., Na, J. C. & Furuta, R., 2002, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lim, E.-P., Foo, S., Khoo, C., Chen, H., Fox, E., Urs, S. & Costantino, T. (eds.). Springer Verlag, p. 467-468 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2555).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Applying caT's Programmable Browsing Semantics to Specify World-Wide Web Documents that Reflect Place, Time, Reader, and Community

    Furuta, R. & Na, J. C., 2002, Proceedings of the 2002 ACM Symposium on Document Engineering. Furuta, R., Maletic, J. I. & Munson, E. (eds.). Association for Computing Machinery (ACM), p. 10-17 8 p. (Proceedings of the 2002 ACM Symposium on Document Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Citations (Scopus)
  • 2001

    Dynamic Documents: Authoring, Browsing, and Analysis Using a High-Level Petri Net-Based Hypermedia System

    Na, J. C. & Furuta, R., 2001, Proceedings of the ACM Symposium on Document Engineering. Munson, E. V. & Munson, E. V. (eds.). p. 38-47 10 p. (Proceedings of the ACM Symposium on Document Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    21 Citations (Scopus)
  • 1990

    The design of an object-oriented modular expert system shell

    Na, J. C., Mayfield, B. E. & George, K. M., 1990, Proceedings of the 1990 Symposium on Applied Computing - SAC'90. Publ by IEEE, p. 109-118 10 p. (Proceedings of the 1990 Symposium on Applied Computing - SAC'90).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Citation (Scopus)
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