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CCSF GE课程 - 旧金山
1a。英语组成（3个学期单元）英语1a 1b。口头交流和批判性思维（3个学期单元）美国手语1a，1b，2a;商务英语74;商业数学68;职业发展60，61*，62*;中文1、1a，1b，2、2a，2b，3、3a，3b，3b，4 a，4a，4a，4b，10a，10b，10c，10c，10d，12a，12a，12b，12c，12c，14a，14a，14b，14b，14c，14c，30a，30a，30b，30b，31a，31a，31a，31a，332，32，38;传播研究1A、2、3、4、6、20;计算机网络和信息技术131，132;计算机科学10，110a，112，130a，131b，132a，150a，211d，211e，212，214U，256;工程38;英语作为第二语言67，79;法语1，1a，1b，2，2a，2b，3，3a，3b，4，4，10a，10b，10c，10d，10d，11a，11b，22，23;德语1a，1b;跨学科研究50；意大利1、1a，1b，2、2a，2b，3a，3b，4a，4a，4b，10a，10a，10b，10c，10d，10d，11a，11b，11b，15a，15b，15b; J Apanese 1，1a，1b，2，2a，2b，3，3a，3a，3b，4a，4a，4a，4b，10a，10b，10c，10c，16，16，17，18;新闻19，26;拉丁美洲和拉丁/O/E/X研究2;学习帮助50;管理234;音乐3a，29;哲学2、4、40; Pilipino 1，2，10a，10b，10c;俄罗斯1a，1b，21a，21b;西班牙语1，1a，1b，2，2a，2b，3，3a，3a，3b，5，5，5s，6a，6b，7，7，7，10a，10c，10c，10d，10d，22a，22a，22b，22c，22c，31a，31a，31b，32，32，32a，32a，32a，32b，32b，42。
com/mga/avs发行日期9/30/2020决定20-09 ...
5.1.8。 Issue 12: Proposal 12g ................................................................................81 5.1.9. Issue 12: Proposal 12h ................................................................................81 5.1.10. 第12期：提案12i ................................................................................................................................................................................................................................................................................................................................................... 82 5.1.11。 Issue 12: Proposal 12j ..................................................................................83 5.1.12. Resolving Issue 12 .......................................................................................83 5.2. 第15条：逐项计费..................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... 89 5.2.1。 第15期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 89 5.2.2。 Issue 15: Proposal 15a .................................................................................91 5.2.3. Issue 15: Proposal 15b .................................................................................91 5.2.4. Resolving Issue 15 .......................................................................................91 5.3. 第16期：第三方建设升级........................................................................................................................................................................................................................................................................................... 92 5.3.1。 第16期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 92 5.3.2。 Issue 16: Proposal 16a .................................................................................93 5.3.3. Issue 16: Proposal 16b .................................................................................94 5.3.4.5.1.8。Issue 12: Proposal 12g ................................................................................81 5.1.9.Issue 12: Proposal 12h ................................................................................81 5.1.10.第12期：提案12i ................................................................................................................................................................................................................................................................................................................................................... 82 5.1.11。 Issue 12: Proposal 12j ..................................................................................83 5.1.12. Resolving Issue 12 .......................................................................................83 5.2. 第15条：逐项计费..................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... 89 5.2.1。 第15期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 89 5.2.2。 Issue 15: Proposal 15a .................................................................................91 5.2.3. Issue 15: Proposal 15b .................................................................................91 5.2.4. Resolving Issue 15 .......................................................................................91 5.3. 第16期：第三方建设升级........................................................................................................................................................................................................................................................................................... 92 5.3.1。 第16期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 92 5.3.2。 Issue 16: Proposal 16a .................................................................................93 5.3.3. Issue 16: Proposal 16b .................................................................................94 5.3.4.第12期：提案12i ................................................................................................................................................................................................................................................................................................................................................... 82 5.1.11。Issue 12: Proposal 12j ..................................................................................83 5.1.12.Resolving Issue 12 .......................................................................................83 5.2.第15条：逐项计费..................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... 89 5.2.1。第15期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 89 5.2.2。Issue 15: Proposal 15a .................................................................................91 5.2.3.Issue 15: Proposal 15b .................................................................................91 5.2.4.Resolving Issue 15 .......................................................................................91 5.3.第16期：第三方建设升级........................................................................................................................................................................................................................................................................................... 92 5.3.1。第16期：概述................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 92 5.3.2。Issue 16: Proposal 16a .................................................................................93 5.3.3.Issue 16: Proposal 16b .................................................................................94 5.3.4.Issue 16: Proposal 16c .................................................................................94 5.3.5.Issue 16: Proposal 16d ................................................................................95 5.3.6.Resolving Issue 16 .......................................................................................95 5.4.Issue 20: Coordination of Commission and FERC Rules for Behind-the-Meter Distributed Energy Resources .........................................97 5.4.1.第20期：概述....................................................................................................................................................................................................................................................................................................................................................................... 98 5.4.2。Issue 20: Proposal 20a .................................................................................98 5.4.3.Issue 20: Proposal 20b .................................................................................99 5.4.4.Issue 20: Proposal 20c .................................................................................99 5.4.5.Resolving Issue 20 .....................................................................................100 5.5.第22期：改进互连应用程序门户............................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................. 100 5.5.1。Issue 22: Overview ....................................................................................101 5.5.2.Issue 22: Proposal 22a ...............................................................................101 5.5.3.Issue 22: Proposal 22b ...............................................................................103 5.5.4.Resolving Issue 22 .....................................................................................104 5.6.Issue 23: Interconnection of Electric Vehicles and Related Charging Infrastructure ...................................................................107 5.6.1.Issue 23: Overview ....................................................................................107 5.6.2.第23期：提案23A ......................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... 109 5.6.3。Issue 23: Proposal 23b ...............................................................................110 5.6.4.Issue 23: Proposal 23c ...............................................................................110
生成更智能的响应和解释
在最近的工作 [Wilcock 22a] 中，我们开发了可在知识图谱中搜索信息的对话式 AI 系统。我们将 Rasa 对话式 AI [Bocklisch 17] 和存储在 Neo4j 图形数据库 [Robinson 15] 中的知识图谱结合使用。最近 [Wilcock 22b] ，我们使用 Virtual Furhat 机器人 [Al Moubayed 12] 将社交机器人连接到这些系统。我们还向知识图谱添加了语义元数据，包括从 WikiData 中提取的分类 ( subclassOf ) 和部分 ( partOf ) 层次结构。我们现在旨在开发使用语义元数据生成更智能对话响应的方法。如果可能的话，如果用户询问机器人为什么给出某种响应，我们还将使用元数据生成简单的解释。使用语义元数据生成更智能的对话响应的想法并不新鲜。例如，在 2003 年 IJCAI 上，Milward 和 Beveridge 研究了“在多大程度上可以用通用对话系统组件和本体领域知识的组合来取代手工制作的对话设计” [Milward 03]。目的是从为一个特定领域手工制作的对话系统转变为更通用的对话系统，该系统不仅可以通过访问数据库中的领域事实，还可以访问每个领域的本体结构知识，从而与多个领域合作。作者提出了一系列交互示例，其中访问本体领域知识将使对话系统能够给出比没有手工制作更智能的响应。自 [Milward 03] 以来的二十年里，对话系统领域（现在称为对话式 AI [McTear 20]）和本体领域知识数据库领域（现在称为知识图谱 [Hogan 21]）都取得了很大进展。研究挑战在于如何开发对话式人工智能系统，利用知识图谱中日益丰富的特定领域语义背景。这将允许