Pham Ngoc Thinh is a junior majoring in Business English at Van Hien University, Vietnam. His academic interests include Corpus Linguistics, business operations, and international financial markets.
His current research focuses on corpus linguistics and statistical analysis, employing tools such as COCA, AntConc, and R to investigate the semantic behavior of high-frequency polysemous verbs and professional vocabulary, including words such as order, interest, and charge. His work aims to enhance understanding of lexical meaning and usage across professional and business communication contexts.