基於模糊標記語言之用於協同學習的學習進展評估方法及伺服端

專利類型

發明

專利國別 (專利申請國家)

中華民國

專利申請案號

111001170

專利證號

I 587252

專利獲證名稱

基於模糊標記語言之用於協同學習的學習進展評估方法及伺服端

專利所屬機關 (申請機關)

國立臺南大學

獲證日期

2018/01/05

技術說明

本產學合作計畫規劃提出一個基於AI-FML代理人之機器學習工具於智慧物聯網未來應用,與心統科技公司合作開發人工智慧結合模糊機器學習應用工具 ,計畫團隊與產學合作相關企業間之發展有核心技術互補之相互需求 。核心技術包括: 使用者及學習者與智慧機器人Kebbi Air 進行自然語言直接對話與溝通,心統科技將提供中文、日文及英文等語音轉文字API及相關核心技術與本計畫擬開發之核心技術進行整合,並透過自然語言處理技術之斷詞斷句產生文字檔。南大團隊所開發之AI-FML Agent則基於知識本體技術與智慧代理人及機器學習與區域學習等核心技術,結合心統科技儲存的文字及人類表達之本體論概念架構Concept,再透過邏輯運算與數學積木方塊核心技術進行智慧物聯網(AIoT)未來實際生活創新應用。計畫產出之成果預計可以提升參與企業或公司現有軟硬體產品之附加價值,並與日本首都大學東京久保田實驗室團隊及山口實驗室團隊國際合作進行場域驗證與人工智慧相關教育領域產品推廣,將可以大幅提升台灣新創公司之國際競爭力,將研究產出推廣至亞洲及歐洲等相關國家之教育學習場域,在人工智慧與模糊機器學習技術於全球未來教育產業應用扮演關鍵性推手角色與地位。 This industry-academia cooperation research project proposes an AI-FML agent with machine learning tools for AloT future applications. We will cooperate with Zsystem to develop a fuzzy machine learning tool combining with artificial intelligence technology. The core technologies of this research project have the complementary mutual needs with the cooperative enterprise, Zsystem. The core technologies include that: (1) users and learners are able to communicate with the intelligent robot Kebbi Air using human-like natural language, (2) Zsystem provides Speech-to-text API such as Chinese, Japanese, and English, as well as its core technologies, to combine with the developed core technologies and generate text files after executing the natural language processing. AI-FML agent will be developed based on the core technologies of ontology, intelligent agent, machine learning, and patch learning. It is able to combine the stored texts provided by Zsystem, the human-like concepts, with the mathematical Blockly to carry out the future innovative life applications to Artificial Internet of Things(AIoT). The research performance is expected to increase the added value of the existing hardware and software products of the participating enterprises or companies. In addition, we plan to cooperate with the Kubota Lab. and Yamaguchi Lab. of Tokyo Metropolitan University (TMU, Japan) to conduct teaching-field verification / validation and promote educational products related to artificial intelligence. In this way, it will greatly enhance the international competitiveness of start-up companies in Taiwan. Finally, we further plan to promote research performance to teaching fields in other countries in Asia and Europe to play a key role and position in the application of artificial intelligence and fuzzy machine learning technology in the global future educational industry.

備註

連絡單位 (專責單位/部門名稱)

研究發展處創新育成中心

連絡電話

06-2133111分機181

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