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1. 发明授权

US09626355B2 Contextual prediction of user words and user actions 有权
公开(公告)号：US09626355B2
公开(公告)日：2017-04-18
申请号：US14472279
申请日：2014-08-28
申请人： NUANCE COMMUNICATIONS, INC.
发明人： Ethan R. Bradford , David J. Kay , Michael Longe , Pim Van Meurs , Gaurav Tandon
IPC分类号： G06F3/00 , G06F3/048 , G06F17/27 , G06F3/0481 , G06F9/455 , G06F3/0482 , G06N5/04 , G06N99/00 , G06F3/14 , G06F17/00 , G06F15/00 , G06E1/00 , H04M1/725
CPC分类号： G06F17/276 , G06F3/0481 , G06F3/0482 , G06F9/45512 , G06N5/04 , G06N99/005 , H04M1/72566 , H04M1/72569 , H04M1/72572 , H04M2250/10
摘要： An operating sequence for a handheld computing device manages the device to automatically detect cues describing the device's environmental and user actions performed with the device, learn which cues and cue combinations are relevant to predict user actions, and then in response to occurrence of the relevant cues, predictively implementing the appropriate user action or configuring the device in anticipation of user action.

2. 发明申请

US20150169537A1 USING STATISTICAL LANGUAGE MODELS TO IMPROVE TEXT INPUT 审中-公开
标题翻译：使用统计语言模型来改进文本输入
公开(公告)号：US20150169537A1
公开(公告)日：2015-06-18
申请号：US14106635
申请日：2013-12-13
申请人： Nuance Communications, Inc.
发明人： Simon Corston , Keith Trnka , Ethan R. Bradford , David J. Kay , Donni McCray , Gaurav Tandon , Erland Unruh , Wendy Bannister
IPC分类号： G06F17/27
CPC分类号： G06F17/276 , G06F17/2715
摘要： The present technology describes context based text input, which uses linguistic models based on conditional probabilities to provide meaningful word completion and modification suggestions, such as auto-capitalization, based on previously entered words. The technology may use previously entered left context words to modify a list of candidate words matching a current user input. The left context may include one or more previously input words followed by a space, hyphen, or another word. The technology may then modify the list of candidate words based on one or more conditional probabilities, where the conditional probabilities show a probability of a candidate list modification given a particular left context. The modifying may comprise reordering the list or modifying properties of words on the list such as capitalization. The technology may then display the modified list of candidate words to the user.
摘要翻译：本技术描述了基于上下文的文本输入，其基于条件概率使用语言模型，基于先前输入的单词提供有意义的单词完成和修改建议，例如自动大写。该技术可以使用先前输入的左上下文单词来修改与当前用户输入匹配的候选词的列表。左上下文可以包括一个或多个先前输入的单词，后跟空格，连字符或另一个单词。然后，该技术可以基于一个或多个条件概率修改候选词列表，其中条件概率表示给定特定左上下文的候选列表修改的概率。修改可以包括重新排序列表或修改列表上的单词的属性，例如大小写。然后，该技术可以向用户显示修改后的候选词列表。

3. 发明申请

US20140372345A1 CONTEXTUAL PREDICTION OF USER WORDS AND USER ACTIONS 审中-公开
标题翻译：用户词汇和用户行为的相关预测
公开(公告)号：US20140372345A1
公开(公告)日：2014-12-18
申请号：US14472279
申请日：2014-08-28
申请人： NUANCE COMMUNICATIONS, INC.
发明人： Ethan R. BRADFORD , David J. Kay , Michael Longe , Pim Van Meurs , Gaurav Tandon
IPC分类号： G06N5/04 , G06N99/00 , G06F3/0482
CPC分类号： G06F17/276 , G06F3/0481 , G06F3/0482 , G06F9/45512 , G06N5/04 , G06N99/005 , H04M1/72566 , H04M1/72569 , H04M1/72572 , H04M2250/10
摘要： An operating sequence for a handheld computing device manages the device to automatically detect cues describing the device's environmental and user actions performed with the device, learn which cues and cue combinations are relevant to predict user actions, and then in response to occurrence of the relevant cues, predictively implementing the appropriate user action or configuring the device in anticipation of user action.
摘要翻译：手持式计算设备的操作顺序管理该设备以自动检测描述该设备的环境和用户操作的提示，该设备执行该设备，了解哪些提示和提示组合与预测用户动作相关，然后响应相关提示的发生，预期实施适当的用户动作或配置设备以预期用户动作。

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