ผู้ช่วยศาสตราจารย์ ดร.ปรีดิ์ เที่ยงบูรณธรรม
Asst.Prof. Pree Thiengburanathum, Ph.D.
Education
ปริญญาตรี
Bachelor of Science (Computer Science), Colorado State University, 2548
ปริญญาโท
Master of Science (Computer Science), University of Colorado at Denver, 2551
ปริญญาเอก
Doctor of Philosophy (Computing and Informatics), Bournemouth University, 2561
| 2023 | A Zero-Shot Interpretable Framework for Sentiment Polarity Extraction |
| 2023 | SETAR: Stacking Ensemble Learning for Thai Sentiment Analysis Using RoBERTa and Hybrid Feature Representation |
| 2023 | Virtual machines (VMs) are used extensively in the cloud. The underlying hypervisors allow hardware resources to be split into multiple virtual units which enables server consolidation, fault containment, and resource management. However, VMs with traditional architecture introduce heavy overhead and reduce application performance. Containers are becoming popular options for running applications, yet such a solution raises security concerns due to weaker isolation than VMs. We are at the point of container and traditional virtualization convergence where lightweight hypervisors are implemented and integrated into the container ecosystem to maximize the benefits of VM isolation and container performance. However, there has been no comprehensive comparison among different convergence architectures. To identify limitations and best-fit use cases, we investigate the characteristics of Docker, Kata, gVisor, Firecracker, and QEMU/KVM by measuring the performance of disk storage, main memory, |
| 2022 | Data Architecture for Data-Driven Service Platform: Royal Project Foundation Case Study The 25th International Conference on Network-Based Information Systems (NBiS-2022), Sanda-Shi, Japan, 7-9 September, 2022 |
| 2022 | Data Service Platform for Social and Community to Drive the Royal Project Foundation The 10-th International Conference on Emerging Internet, Data & Web Technologies (EIDWT-2022) |
| 2021 | Comparative Performance Study of Lightweight Hypervisors Used in Container Environment 11th International Conference on Cloud Computing and Services Science CLOSER |
| 2021 | A Real-Time Bus Arrival Time Prediction System Based on Spark Framework and Machine Learning Approaches: a case study in Chiang Mai 6th International Conference on Digital Arts, Media and Technology (DAMT) and 4th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON) |
| 2021 | A Performance Comparison of Supervised Cassi ers and Deep-learning Approaches for Predicting Toxicity in Thai Tweets 6th International Conference on Digital Arts, Media and Technology (DAMT) and 4th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON) |
| 2021 | Scalability and Robustness Testing for Open Source Web Crawlers 6th International Conference on Digital Arts, Media and Technology (DAMT) and 4th ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON) |
| 2020 | A Comparison of Thai Sentence Boundary Detection Approaches Using Online Product Review Data |
| 2020 | A Conceptual Framework for Bus Arrival Prediction Based on Spark Framework and Machine Learning Approaches International Conference on Digital Arts, Media and Technology (DAMT) and 3nd ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON) 2020 |
| 2020 | A Comparison of Open Source Web Crawlers for E-Commerce Websites International Conference on Digital Arts, Media and Technology (DAMT) and 3nd ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (NCON) 2020 |
| 2019 | A Design and Implementation of Performance Dashboard for the Work Integrated Learning Unit International Conference on Software, Knowledge, Information Management and Applications and the International Workshop on Applied Artificial Intelligence |
| 2019 | A Design and Implementation of Performance Dashboard for the Work Integrated Learning Unit 13th International Conference on Software, Knowledge, Information Management and Applications |
| 2019 | Sentiment Analytics based on Online-User Content for Tourism Services using Web crawling and Machine-Learning |
| 2016 | Effect of Integrating a Mobile Game-based Learning Framework in Cultural Tourism 10th International Conference on Software, Knowledge, Information Management and Application (SKIMA2016) |
| 2013 | The Introduction of Multi-Model Simulation Decision Support System for Urban Para-transit Transport Management in the City of Chiang Mai 7th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2013) |
| 2010 | An Integrated Planning-Simulation-Architecture Approach for Logistics Sharing Management: a case study in North Thailand and Southern China 2nd International Conference on Logistics and Transport (ICLT), |
| 2010 | An Integrated Planning-Simulation-Architecture Approach for Logistics Sharing Management: a case study in Northern Thailand and Southern China The 2nd International Conference on Logistics and Transport & The 1st International Conference on Business and Economics |
| 2024-01-01 | A Zero-Shot Interpretable Framework for Sentiment Polarity Extraction |
| 2023-07-01 | The Convergence of Container and Traditional Virtualization: Strengths and Limitations |
| 2023-01-01 | An Improvement of Data Flow for Business Intelligence: Royal Project Foundation Case Study |
| 2023-01-01 | SETAR: Stacking Ensemble Learning for Thai Sentiment Analysis Using RoBERTa and Hybrid Feature Representation |
| 2023-01-01 | Data System Architecture: Royal Project Foundation Case Study |
| 2022-01-01 | Data Ingestion for Data-Driven Service Platform: Royal Project Foundation Case Study |
| 2022-01-01 | Data Architecture for Data-Driven Service Platform: Royal Project Foundation Case Study |
| 2022-01-01 | Data Service Platform for Social and Community to Drive the Royal Project Foundation |
| 2021-03-03 | Scalability and Robustness Testing for Open Source Web Crawlers |
| 2021-03-03 | A Performance Comparison of Supervised Classifiers and Deep-learning Approaches for Predicting Toxicity in Thai Tweets |
| 2021-03-03 | A Real-Time Bus Arrival Time Prediction System Based on Spark Framework and Machine Learning Approaches: A case study in Chiang Mai |
| 2021-01-01 | A Comparison of Thai Sentence Boundary Detection Approaches Using Online Product Review Data |
| 2021-01-01 | Comparative Performance Study of Lightweight Hypervisors Used in Container Environment |
| 2020-03-01 | A Conceptual Framework for Bus Arrival Prediction Based on Spark Framework and Machine Learning Approaches |
| 2020-03-01 | A Comparison of Open Source Web Crawlers for E-Commerce Websites |
| 2019-08-01 | A design and implementation of performance dashboard for the work integrated learning unit |
| 2017-05-01 | Effects of integrating a mobile game-based learning framework in a cultural tourism setting |
| 2016-10-20 | Overview of personalized Travel Recommendation Systems |
| 2015-10-30 | A decision tree based recommendation system for tourists |
| 2021 | กลุ่มวิจัยด้านการจัดการสมัยใหม่และเทคโนโลยีสารสนเทศ ประจำปี 2565 |
| 2021 | โครงการพัฒนาศักยภาพพื้นที่แหล่งท่องเที่ยวเชิงสุขภาพ ด้วยระบบการจัดการทรัพยากรการท่องเที่ยว ในพื้นที่ตำบลแม่แรม อำเภอแม่ริม จังหวัดเชียงใหม่ |
| 2021 | Developing a Dynamic Digital Twin for Sustainable Smart Campus Management |
| 2020 | การพัฒนาระบบวิเคราะห์ความรู้สึกคิดเห็นเชิงโต้ตอบจากบทวิจารณ์บนสังคมออนไลน์ โดยอาศัยการเรียนรู้เครื่องกลและการเรียนรู้เชิงลึก กรณีศึกษากลุ่มสินค้าด้านเครื่องสำอาง อาหาร และสุขภาพ (ระยะที่ 2) |
| 2020 | กลุ่มวิจัยด้านการจัดการสมัยใหม่และเทคโนโลยีสารสนเทศ ประจำปี 2564 |
| 2020 | A Development of an Interactive Sentimental Analysis System from Online User Comments based on Machine Learning and Deep-Learning Approaches: A Case Study in Thai Cosmetic, Food and Health Products. (Phase II) |
| 2020 | A Development of an Interactive Sentimental Analysis System from Online User Comments based on Machine-Learning and Deep-Learning Approaches: A Case Study in Thai Cosmetic, Food and Health Products (Phase 1) |
| 2019 | A development of emergency assessment system for a creation of effective notification guideline of emergency patient management through mobile devices |
| 2012 | CAMT Java Grade Calculation System |
| 2011 | CAMT Java News Aggregator |
| 953102 | ADT & PROBLEM SOLVING |
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| 953212 | DB SYS & DB SYS DESIGN |
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| 953482 | NLP FOR SOFTWARE ENGINEERING |
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| 953491 | COOPERATIVE EDUCATION |
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| 953499 | SE PROJECT |
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| 953773 | AI TECHNIQUES IN SE |
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| 961701 | EVERYTHING STARTS WITH DATA |
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| 961733 | ENERGY DATA ANALYTICS |