P U B L I C A T I O N S

My research publications have related to automatic text summarization, recommender systems, contradiction detection, intent mining, and application designs ordered by work sequence.

  • Bhoothookngoen, P., & Sanchan, N. (2025). Forecasting Noncommunicable Diseases in Thailand: Evaluating the Predictive Power of Social Determinants of Health-Related Features. Srinakharinwirot University Engineering Journal, 21(1), 39-49. [PDF] [BibTex]

  • Sanchan, N. (2025). Intent Mining of Thai Phone Call Text Using a Stacking Ensemble Classifier with GPT-3 Embeddings. ECTI Transactions on Computer and Information Technology (ECTI-CIT), 19(1). https://doi.org/10.37936/ecti-cit.2025191.258239 [PDF] [BibTex]

  • Sanchan, N. & Narawatthana, S.(2024). A Prototype of a Rice Proteomics Data Consolidation and Visualization System. In Proceedings of the 2024 8th International Conference on Information Technology (InCIT), Kanazawa, Japan, 2024, pp. 34-39, doi: 10.1109/InCIT63192.2024.10810529. [PDF] [BibTex]

  • Bhoothookngoen, P., & Sanchan, N. (2024). Prevalence of Noncommunicable Diseases and Social Determinants of Health in Thailand: Insights from Public Datasets. Thai Journal of Public Health, 54(2), 918-936. [PDF] [BibTex]

  • Sanchan, N. (2024). Comparative Study on Automated Reference Summary Generation using BERT Models and ROUGE Score Assessment. Journal of Current Science and Technology, 14(2). https://doi.org/10.59796/jcst.V14N2.2024.26 [PDF] [BibTex]

  • Bhoothookngoen, P., & Sanchan, N. (2023). Predictive Modeling of Non-Communicable Diseases Using Social Determinants of Health as Features: A Review of Existing Approaches. Srinakharinwirot University Engineering Journal, 19(1), 79-88. [PDF] [BibTex]

  • Sanchan, N. (2023). Mining Users' Intentions from Thai Tweets Using BERT Models. Journal of Information Science and Technology, 13(1), 17-25. [PDF] [BibTex]

  • Vongsumedh, P., & Sanchan, N. (2022). A Framework for Developing an Information Policy for Promoting WBLS Adoption and Continuous Use by Experienced and Technical Instructors in Thai Universities. Journal of Roi Kaensarn Academi, 7(7), 313-326. [PDF] [BibTex]

  • Sanchan, N., Poojarern, N., Khampheng, C. (2020). A Framework for Mobile Personalized-Based Recommender System Using Social Tag Clustering Approach. In Proceedings of the 5st International Conference on Information Technology: InCIT2020, Bangsaen, Chon Buri, Thailand, ISBN: 978-1-7281-6694-0. [PDF] [BibTex]

  • Sanchan, N., Bontcheva, K., Aker, A. (2020). An Adoption of a Contradiction Detection Task to Assist the Summarization of Online Debates. In Proceedings of the 5st International Conference on Information Technology: InCIT2020, Bangsaen, Chon Buri, Thailand, ISBN: 978-1-7281-6694-0. [PDF] [BibTex] [Data]

  • Sanchan, N. (2018). Domain-Focused Summarization of Polarized Debates. PhD thesis, The University of Sheffield, UK. [PDF] [BibTex] 

  • Sanchan, N., Aker, A., Bontcheva, K. (2017). Automatic Summarization of Online Debates. In Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017, pages 19-27, Varna, Bulgaria. INCOMA Inc. [PDF] [BibTex]

  • Sanchan, N., Aker, A., Bontcheva, K. (2018). Gold Standard Online Debates Summaries and First Experiments Towards Automatic Summarization of Online Debate Data. In Gelbukh, A. (eds) Computational Linguistics and Intelligent Text Processing.CICLing2017. Lecture Notes in Computer Science, vol 10762. Springer, Cham [Best Paper Award] . [PDF] [BibTex] [Data]

  • Sanchan, N., Bontcheva, K., and Aker, A. (2016). Understanding Human Preferences for Summary Designs in Online Debates Domain. Polibits, 54:79-85. [PDF] [BibTex]