VIP / Speakers
AI is revolutionizing knowledge management! See the change now and what's next.
Time / Place:
⏱️ 09/16 (Sat.) 14:30-15:00 at R0 - International Conference Hall
Abstract:
This presentation primarily explores how generative AI is revolutionizing knowledge management. It begins by elucidating the necessity of knowledge management and the limitations of traditional approaches. The presentation then introduces how generative AI optimizes knowledge management processes through its comprehension capabilities, retrieval-augmented generation techniques, and integration with external tools. Several real-world case studies are presented, demonstrating the application of generative AI across various domains, including disaster prevention and relief, financial information, and construction. The benefits and risks of implementing generative AI in knowledge management are discussed, including considerations for information security. The presentation concludes by emphasizing the future directions of generative AI in knowledge management, anticipating its emergence as an essential tool for knowledge workers.
這份簡報主要探討生成式 AI 如何革新知識管理。首先說明知識管理的必要性，以及傳統知識管理的局限性，接著介紹生成式 AI 如何透過理解能力、檢索增強生成技術、以及與外部工具整合，來優化知識管理流程。簡報還舉出多個實際案例，展示生成式 AI 在不同領域的應用，例如災害防救、金融資訊、建築營造等，並討論導入生成式 AI 知識管理的效益和風險，包括在資訊安全上的考量。簡報最後強調生成式 AI 知識管理的未來發展方向，預期將成為知識工作者的重要工具。
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Biography:
- 楊立偉 Willie Yang
Website: https://homepage.ntu.edu.tw/~wyang/ - eLAND Information Corporation / President
Dr. Willie Yang is the founder of eLAND (意藍), the #1 public listed AI+Data company in Taiwan (TPEX:6925). eLAND is a leading SaaS (Software-as-a-Service) company specializing in the research and development of cutting-edge software technologies, including search engines, natural language processing, and AI applications for enterprises. eLAND's flagship product OpView, the largest social listening platform in Taiwan, scans tens of billions words every day, With its advanced AI technologies and infrastructure, OpView offers comprehensive functions to monitor and analyze online conversations, helping companies understand public opinions and market trends.
Dr. Willie Yang's research focuses on information retrieval, natural language processing, and social media analytics. He devoted himself to the development of large-scale full-text search engine and has been providing leading technology solutions for enterprise since 2000. He holds more than 20 patents for natural language processing and web mining in Greater China.
Dr. Willie Yang also serves as Assistant Professor in National Taiwan University, and the member of National Standards Technical Committee on Information and Communication in Taiwan
楊立偉博士為現任台灣大學資訊管理學系及工商管理學系兼任助理教授、資訊及通信國家標準技術委員、意藍資訊公司總經理。任教於台灣大學超過 18 年，為台大教學傑出教師，曾榮獲國家雲端創新獎、數位時代「創業之星」首獎、100MVP 最有價值經理人，以及數位時代雜誌選為代表台灣軟體的封面人物之一。研究專長領域為資料庫管理、搜尋引擎、機器學習及語意分析、大數據及商業分析、資訊管理及數位行銷等，擁有近 30 項數據及語意分析專利。楊立偉博士所創辦之意藍資訊 (eLAND) 為首家掛牌的 AI 智能數據公司(股票代號 6925)，提供搜尋引擎、輿情分析、電商分析、企業知識管理等雲端軟體服務及 AI 數據應用，主要客戶包括高科技、金融、零售等產業之龍頭企業，擁有極高之市場覆蓋率。
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