Publications

2021, An Approach of Network Analysis Enhancing Knowledge Extraction in Thai Newspapers Contexts, A. Takhom, D. Leenoi, C. Sophaken, P. Boonkwan, and T. Supnithi, Journal of Intelligent Informatics and Smart Technology (Volume 6, October 2021)

2020, Discovering Cross-Disciplinary Concepts in Multidisciplinary Context Through Collaborative Framework, A. Takhom, S. Usanavasin, T. Supnithi, M. Ikeda, H. Ulrich Hoppe and P. Boonkwan, International Journal of Knowledge and Systems Science (IJKSS) 11, no. 2 (2020): 1-19. Ref: shorturl.at/pKO23

2020, A Collaborative Framework Supporting Ontology Development Based on Agile and Scrum, A. Takhom, S. Usanavasin, T. Supnithi, P. Boonkwan, IEICE Transactions on Information and Systems, 2020, E103D(12), pp. 2568–2577, link: shorturl.at/xDKOY    

2018 - Collaborative Ontology Development Approach for Multidisciplinary Knowledge: A Scenario-based Knowledge Construction System in Life Cycle, A. Takhom, M. Ikeda, S. Usanavasin, T. Supnithi, IEICE Transactions on Information and Systems, Vol.E94-D, No.3, pp.884-891, April 2018.

2023 - "Transforming Information for Thai Encyclopedia,"  A. Takhom, et al., Proceedings of the 7th International Library and Information Science Society (I-LISS) International Conference, Khon Kaen, Thailand, 20-21 July 2023. 

2023 - Semantic Enrichment of Thai FrameNet: Generated Knowledge Graph on Pathamasambodhi, D. Leenoi, A. Takhom, T. Utasri, K. Kriengket, and P. Boonkwan, Proceedings of the 7th International Library and Information Science Society (I-LISS) International Conference, Khon Kaen, Thailand, 20-21 July 2023.  (Supervisor)

2023 - Toward Network Analytic for Knowledge Graph Generation: a Case Study on Sustainable Development Goals, K. Vongpanich, C. Sophaken,  T. Utasri, and A. Takhom, In proceedings of the 7th I-LISS International Conference 2023,  Khon Kaen, Thailand, 20-21 July 2023. *Advisor

2023 - Enhancing Accessibility and Navigability in the Thai Encyclopedia: A Systematic Approach to Constructing Informative Short Descriptions,  P. Yuenyong, T. Utasri, and A. Takhom, In a proceeding of the 7th I-LISS International Conference 2023,  Khon Kaen, Thailand, 20-21 July 2023. *Advisor

2023 - Unsupervised Detection of Domain Switching in Thai Multidisciplinary Online News. Sophaken, C., Vongpanich, K., Takhom, A., Boonkwan, P., & Supnithi, T. (2023). In a proceeding of the IIAI Letters on Informatics and Interdisciplinary Research, 3 and the Seventeenth International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2022), Japan, November 2022. *As a corresponding author
https://iaiai.org/letters/index.php/liir/article/view/77 

2022 - ThEconSum: an Economics-domained Dataset for Thai Text Summarization and Baseline Models, S. Jumpathong, et al. proceedings of the 17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2022), Thailand, November 5-7, 2022.  (*a corresponding author, the best paper awards)

2022 - A Construction of Thai WordNet through Translation Equivalence, D. Leenoi  et al., proceedings of The 17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2022), Thailand, November 5-7, 2022. *a corresponding author

2022 - Forex Price Movement Prediction Using Stacking Machine Learning Models, A. Takhom, et al., proceedings of the 17th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2022), Thailand, November 5-7, 2022.
(*a corresponding author)

2021 - Knowledge Graph Enhanced Community Consensus: a Scenario-based Knowledge Construction on Buddha Images, A. Takhom, et al., proceedings of the 10th International Joint Conference on Knowledge Graphs (IJCKG 2021)

2020 - An Approach of Network Analysis Enhancing Knowledge Extraction in Thai Newspapers Contexts,  A. Takhom, et al., proceedings of the 15th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2020)
((*the best presentation awards)

2019 - A Supportive Environment for Knowledge Construction based on Semantic Web Technology: A Case Study in a Cultural Domain,  A. Takhom, et al., Proceedings of the 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019), Thailand.

2019 - Toward Assessment for Language Learning: A Case Study in Thai Language Proficiency of Secondary and High School Learners,  A. Takhom, et al., Proceedings of the 1st International Conference on Culture Technology (ICCT2019), Pattaya, Thailand, August 13-16, 2019.

2018 - A Study of Lexical Ambiguity in Large Forum Discussions for Multidisciplinary Knowledge Engineering, A. Takhom, et al., Proceedings of the 13th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2018), Thailand, November 15-17, 2018.

2019 - An Efficient Manifold Ranking Approach for Monolithic Graphs and Semantic Networks, Prachya Boonkwan, Dhanon Leenoi, Thepchai Supnithi and Akkharawoot Takhom. The Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2018), Pattaya, Thailand, 15 - 17 November, 2018

2017 - Reducing Miscommunication in Cross-Disciplinary Concept Discovery using Network Text Analysis and Semantic Embedding,  A. Takhom, et al., proceedings of the 4th International Workshop on Practical Application of Ontology for Semantic Data Engineering (PAOS 2017), Australia, November 10-12, 2017.

2015 - Toward Collaborative LCA Ontology Development: a Scenario-Based Recommender System for Environmental Data Qualification,  A. Takhom, et al., proceedings of the 29th International Conference on Informatics for Environmental Protection (EnviroInfo2015), Denmark, September 7-9, 2015.

2014 - Community-Driven Approach to Large-Scaled Ontology Development based on OAM Framework: a Case Study on Life Cycle Assessment, A. Takhom, et al., Proceedings of the 2nd International Workshop on Linked Data and Ontology in Practice (LDOP 2014), Thailand, November 9, 2014.

2013 - Akkharawoot Takhom; Boontawee Suntisrivaraporn; Thepchai Supnithi; Thanaruk Theeramunkong; and Manabu Okumura, “Ontology-enhanced life cycle assessment: toward formalizing the standard guidelines”. Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES 2013), Samut Songkhram, Thailand, January 24-26, 2013.

2011 - EAGLE: an Error tAGger for Learners of English., A. TAKHOM, K. RAKULTAWEEKOON, A. CHOTIMONGKOL, P. PORKAEW, S. S. NA-THALANG, and T. SUPNITHI, a Proceedings of the 19th International Conference on Computers in Education (ICCE2011), Thailand, December 2, 2011

2009 - Factored translation model in English-to-Thai translation,  Porkaew, P., Takhom, A., & Supnithi, T. (2009, October)., proceedings of the 8th International Symposium on Natural Language Processing (SNLP2009),Thailand, October 20-22, 2009.

2022 - “Discovering correlation between ConceptNet and Sustainable Development Goals using Knowledge Graph Embeddings”  
การหาความสัมพันธ์ระหว่างคำศัพท์จากข้อมูล ConceptNet และ เป้าหมายการพัฒนาอย่างยั่งยืน ด้วยเทคโนโลยีกราฟความรู้แบบฝังตัว - 
การประชุมวิชาการระดับปริญญาตรีด้านคอมพิวเตอร์ภูมิภาคเอเชีย ครั้งที่ 11 ในวันที่ 16 - 18 กุมภาพันธ์ 2566 ณ มหาวิทยาลัยราชภัฏนครสวรรค์ จังหวัดนครสวรรค์ (Online Virtual), the 11th Asia Undergraduate Conference on Computing (AUC2) 2023

2012 - The system architecture for concept visualization in the Thai Semantic framework network (สถาปัตยกรรมระบบแสดงภาพความสัมพันธ์ของเครือข่ายกรอบความหมายภาษาไทย), A. Takhom, et al.,  NECTEC Annual Conference & Exhibitions (NECTEC ACE 2010),  September 24, 2010