Calculated based on number of publications stored in Pure and citations from Scopus
20002025

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  • 2024

    Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction

    Lee, U., Yoon, S., Yun, J. S., Park, K., Jung, Y. H., Stratton, D. & Kim, H., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 4891-4900 10 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • IT-Tuning: Parameter Efficient Information Token Tuning for Language Model

    Kim, J. & Kim, H., 2024, ACL 2024 - 9th Workshop on Representation Learning for NLP, RepL4NLP 2024 - Proceedings of the Workshop. Zhao, C., Mosbach, M., Atanasova, P., Goldfarb-Tarrent, S., Hase, P., Hosseini, A., Elbayad, M., Pezzelle, S. & Mozes, M. (eds.). Association for Computational Linguistics (ACL), p. 58-68 11 p. (ACL 2024 - 9th Workshop on Representation Learning for NLP, RepL4NLP 2024 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • MonaCoBERT: Monotonic Attention Based ConvBERT for Knowledge Tracing

    Lee, U., Park, Y., Kim, Y., Choi, S. & Kim, H., 2024, Generative Intelligence and Intelligent Tutoring Systems - 20th International Conference, ITS 2024, Proceedings. Sifaleras, A. & Lin, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 107-123 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14799 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    3 Citations (Scopus)
  • 2022

    KPCR: Knowledge Graph Enhanced Personalized Course Recommendation

    Jung, H., Jang, Y., Kim, S. & Kim, H., 2022, AI 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, AI 2021, Proceedings. Long, G., Yu, X. & Wang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 739-750 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13151 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    19 Citations (Scopus)
  • 2021

    DiKT: Dichotomous Knowledge Tracing

    Kim, S., Kim, W., Jung, H. & Kim, H., 2021, Intelligent Tutoring Systems - 17th International Conference, ITS 2021, Proceedings. Cristea, A. I. & Troussas, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 41-51 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12677 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Learning Path Construction Using Reinforcement Learning and Bloom’s Taxonomy

    Kim, S., Kim, W. & Kim, H., 2021, Intelligent Tutoring Systems - 17th International Conference, ITS 2021, Proceedings. Cristea, A. I. & Troussas, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 267-278 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12677 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Student Knowledge Prediction for Teacher-Student Interaction

    Kim, S., Kim, W., Jang, Y., Choi, S., Jung, H. & Kim, H., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15560-15568 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17B).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    8 Citations (Scopus)
  • Why and What to Teach: AI Curriculum for Elementary School

    Kim, S., Jang, Y., Kim, W., Choi, S., Jung, H., Kim, S. & Kim, H., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15569-15576 8 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 17B).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    85 Citations (Scopus)
  • 2019

    Deep Explanation Model for Facial Expression Recognition Through Facial Action Coding Unit

    Kim, S. & Kim, H., 2019 Apr 1, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8679370. (2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    16 Citations (Scopus)
  • The Structure of Deep Neural Network for Interpretable Transfer Learning

    Kim, D., Lim, W., Hong, M. & Kim, H., 2019 Apr 1, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8679150. (2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    9 Citations (Scopus)
  • 2018

    Everycoding: Combination of ITS and (m)OOC for programming education

    Sun, D. & Kim, H., 2018, Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. Vassileva, J., Nkambou, R. & Azevedo, R. (eds.). Springer Verlag, p. 466-469 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10858 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2017

    Adullam at SemEval-2017 Task 4: Sentiment Analyzer based on Lexicon Integrated Convolutional Neural Networks with Attention

    Yoon, J., Lyu, K. & Kim, H., 2017, ACL 2017 - 11th International Workshop on Semantic Evaluations, SemEval 2017, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 732-736 5 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Multi-channel lexicon integrated CNN-BILSTM models for sentiment analysis

    Yoon, J. & Kim, H., 2017 Nov 1, Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017. Ku, L.-W., Tsao, Y., Lee, C.-C., Yang, C.-Z., Lee, H.-Y., Tsai, R.T.-H., Lu, W.-H. & Wu, S.-H. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 244-253 10 p. (Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    59 Citations (Scopus)
  • Virtual Stimulus Cognitive Model for Autonomous Experience Learning

    Yoo, G., Hong, S. & Kim, H., 2017 Mar 20, 2017 International Conference on Platform Technology and Service, PlatCon 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7883737. (2017 International Conference on Platform Technology and Service, PlatCon 2017 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2012

    Data hiding technique for digital images tracing system on the Web

    Yoo, G., Sun, D., Lyu, K. & Kim, H., 2012, Proceedings - 2012 6th International Conference on New Trends in Information Science, Service Science and Data Mining (NISS, ICMIA and NASNIT), ISSDM 2012. p. 293-296 4 p. 6528644. (Proceedings - 2012 6th International Conference on New Trends in Information Science, Service Science and Data Mining (NISS, ICMIA and NASNIT), ISSDM 2012).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2010

    A personalized CALL system considering users cognitive abilities

    Lee, S., Lee, W., Kim, H. C., Jung, S. Y. & Lim, H., 2010, Computational Science and Its Applications - ICCSA 2010 - International Conference, Proceedings. PART 4 ed. Springer Verlag, p. 376-384 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6019 LNCS, no. PART 4).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • 2009

    How can we teach computational literacy to all levels of students?

    Kim, S. H., Han, S. K. & Kim, H. C., 2009, NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC. p. 1395-1400 6 p. 5331425. (NCM 2009 - 5th International Joint Conference on INC, IMS, and IDC).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • 2008

    Feature selection using multi-layer perceptron in HIV-1 protease cleavage data

    Kim, G., Kim, Y. & Kim, H., 2008, BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008. p. 279-283 5 p. 4548677. (BioMedical Engineering and Informatics: New Development and the Future - Proceedings of the 1st International Conference on BioMedical Engineering and Informatics, BMEI 2008; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • The study on visualization systems for computer-supported collaborative learning

    Kim, S., Kim, H. & Han, S., 2008, Technologies for E-Learning and Digital Entertainment - Third International Conference, Edutainment 2008, Proceedings. p. 107-113 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5093 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2007

    A context model based on multi-agent in U-learning environment

    Jun, S. J., Han, S. K., Kim, S. H., Kim, H. C. & Lee, W. G., 2007, Technologies for E-Learning and Digital Entertainment - Second International Conference, Edutainment 2007, Proceedings. Springer Verlag, p. 274-282 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4469 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Adaptive QoS for educational User Created Content(UCC)

    Han, H. S., Han, S. K., Kim, S. H. & Kim, H., 2007, Technologies for E-Learning and Digital Entertainment - Second International Conference, Edutainment 2007, Proceedings. Springer Verlag, p. 316-323 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4469 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Contemporary education issue: Interaction tools

    Kim, S. H., Chae, J. B., Kim, H. C. & Han, S. K., 2007, 2007 International Conference on Convergence Information Technology, ICCIT 2007. p. 937-940 4 p. 4420380. (2007 International Conference on Convergence Information Technology, ICCIT 2007).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2006

    Adaptive QoS for using multimedia in e-learning

    Han, H. S. & Kim, H., 2006, Knowledge-Based Intelligent Information and Engineering Systems - 10th International Conference, KES 2006, Proceedings. Springer Verlag, p. 746-752 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4251 LNAI - I).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Predictability of rules in HIV-1 protease cleavage site analysis

    Kim, H., Yoon, T. S., Zhang, Y., Dikshit, A. & Chen, S. S., 2006, Computational Science - ICCS 2006: 6th International Conference, Proceedings. Springer Verlag, p. 830-837 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3992 LNCS - II).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)
  • 2005

    An automatic code classification system by using memory-based learning and information retrieval technique

    Lim, H. S., Lee, W. K. H., Kim, H. C., Jeong, S. Y. & Yu, H. C., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 577-582 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3689 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Eyes of a Wiki: Automated navigation map

    Han, H. S. & Kim, H., 2005, Digital Libraries: Implementing Strategies and Sharing Experiences - 8th International Conference on Asian Digital Libraries, ICADL 2005, Proceedings. p. 186-193 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3815 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • Information-based pruning for interesting association rule mining in the item response dataset

    Kim, H. & Kwak, E. Y., 2005, Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. Springer Verlag, p. 372-378 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3681 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • Rule generation using NN and GA for SARS-CoV cleavage site prediction

    Cho, Y. J. & Kim, H., 2005, Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. Springer Verlag, p. 785-791 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3683 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2004

    Agent-based approach to conference information management

    Han, H. S., Kim, J. B., Han, S. G. & Kim, H., 2004, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 3215. p. 788-794 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3215).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2000

    Computationally efficient heuristics for if-then rule extraction from feed-forward neural networks

    Kim, H., 2000, Discovery Science - 3rd International Conference, DS 2000, Proceedings. Arikawa, S. & Morishita, S. (eds.). Springer Verlag, p. 170-181 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1967).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Citations (Scopus)