結合AI對話的線上討論區系統開發

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姓名

李宥芳(Fanny Apriana Fadly) 查詢紙本館藏

畢業系所

資訊工程學系在職專班

論文名稱

結合AI對話的線上討論區系統開發

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至系統瀏覽論文 (2028-6-15以後開放)

摘要(中)

隨著線上教育的普及，討論區在教育平台系統中扮演重要的角色。隨著 AI 時代的來臨，智慧型討論區將成為未來的趨勢。本研究設計了一個結合 AI 對話機器人的智慧型線上討論區，將 AI 對話機器人整合到討論區中，機器人能夠參與真人對話，適時回答問題、提供技術解答，甚至協助撰寫程式。在系統設計方面，我們採用 MIAT 方法論，將複雜的系統拆分更小、簡單的子系統，然後進行整合。這樣的架構使我們能夠快速理解系統的核心功能和模組間的關係，同時保持每個功能模組的獨立性。這樣的設計使得智慧型線上討論區系統維護更加容易，並且不會影響到其他功能模組的運行。應用 MIAT 方法論不僅提高了系統開發的效率，而且結合 AI 對話機器人的智慧型討論區大幅擴增了線上教學討論區的應用範圍和功效。

摘要(英)

As online education continues to gain papularity, discussion forums have become integral components of educational platform system. With the advent of the AI era, intelligent discussion forums are poised to become a prominent trend. In this research, we design an intelligent online discussion forum that integrates AI chatbot. The chatbot actively participate in conversations with real users, providing timely answers to questions, offering technical solutions, and even assisting with programming tasks. For system design, we adopted the MIAT methodology, which divides the complex system into smaller and simpler subsystems and then integrating them. This architectural approach enables us to easily comprehend the core functionalities of the system and the relationships between modules, while maintaining the independence of each functional module. This design enhances the maintainability of the intelligent online discussion forum system without affecting the operation of other modules. By applying the MIAT methodology, we not only improve system development efficiency, but also significantly expand the application scope and effectiveness of online educational discussion forums by incorporationg AI chatbot.

關鍵字(中)

★ 討論區

關鍵字(英)

★ MIAT

論文目次

摘　要 I
Abstract II
圖目錄 VI
表目錄 IX
第一章、緒論 1
1.1 研究背景 1
1.2 研究目的 2
1.3 論文架構 3
第二章、技術回顧 4
2.1 Web-based討論區技術 4
2.1.1 Slack 4
2.1.2 Discord 5
2.1.3 Teams 6
2.1.4 Element 7
2.2 基於Matrix協定的討論區系統架構 9
2.2.1 Matrix通訊協定 9
2.2.2 Matrix運作原理 9
2.2.3 Matrix討論區架構 10
2.3 AI對話系統 11
第三章、系統設計 14
3.1 討論區系統模組架構 14
3.2 客戶端離散事件模型 16
3.2.1 客戶端模組 16
3.2.2 導覽列模組 17
3.2.3 管理通知模組 17
3.2.4 管理好友模組 18
3.2.5 管理頻道模組 19
3.2.6 聊天室模組 20
3.3 高階軟體合成 21
第四章、系統整合驗證 27
4.1 開發環境 27
4.2 討論區各模組整合驗證 27
4.2.1 導覽列模組 28
4.2.2 管理通知模組 28
4.2.3 管理好友模組 29
4.2.4 管理頻道模組 30
4.2.5 聊天室模組 30
4.3 討論區功能驗證 31
4.4 結合AI聊天機器人功能驗證 35
4.5 實驗結果與討論 39
第五章、結論與未來展望 41
5.1 結論 41
5.2 未來展望 42
參考文獻 43
附錄A 46

參考文獻

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指導教授

陳慶瀚

審核日期

2023-6-27

推文