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1. 发明授权

US07895148B2 Classifying functions of web blocks based on linguistic features 有权
标题翻译：基于语言特征分类网页功能
公开(公告)号：US07895148B2
公开(公告)日：2011-02-22
申请号：US11742283
申请日：2007-04-30
申请人： Wei-Ying Ma , Xiangye Xiao , Xing Xie
发明人： Wei-Ying Ma , Xiangye Xiao , Xing Xie
IPC分类号： G06N5/00
CPC分类号： G06Q10/10
摘要： A classification system trains a classifier to classify blocks of the web page into various classifications of the function of the block. The classification system trains a classifier using training web pages. To train a classifier, the classification system identifies the blocks of the training web pages, generates feature vectors for the blocks that include a linguistic feature, and inputs classification labels for each block. The classification system learns the coefficients of the classifier using any of a variety of machine learning techniques. The classification system can then use the classifier to classify blocks of web pages.
摘要翻译：分类系统训练分类器将网页的块分类为块的功能的各种分类。分类系统使用训练网页训练分类器。为了训练分类器，分类系统识别训练网页的块，为包括语言特征的块生成特征向量，并为每个块输入分类标签。分类系统使用各种机器学习技术中的任何一种学习分类器的系数。然后，分类系统可以使用分类器对网页块进行分类。

2. 发明申请

US20090327342A1 DENSITY-BASED CO-LOCATION PATTERN DISCOVERY 有权
标题翻译：基于密度的同位素模式发现
公开(公告)号：US20090327342A1
公开(公告)日：2009-12-31
申请号：US12145695
申请日：2008-06-25
申请人： Xiangye Xiao , Xing Xie , Wei-Ying Ma
发明人： Xiangye Xiao , Xing Xie , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30241
摘要： Described is using density to efficiently mine co-location patterns, such as closely located businesses frequently found together in business listing databases, geographic search logs, and/or GPS-based data. A data space of such information is geographically partitioned into a grid of cells, with dense cells scanned first. A dynamic upper bound of prevalence measure of co-location patterns is maintained during the scanning process. If the current upper bound is smaller than a threshold, the scanning is stopped, thereby significantly reducing the computation cost for processing many cells, while providing suitable results.
摘要翻译：描述的是使用密度来有效地挖掘共同位置模式，例如在商业列表数据库，地理搜索日志和/或基于GPS的数据中经常发现的紧密定位的商业。这种信息的数据空间在地理上被划分成一个单元格格，密集单元首先被扫描。在扫描过程中保持了同位置模式的流行度测量的动态上限。如果当前上限小于阈值，则停止扫描，从而显着降低了处理许多小区的计算成本，同时提供了合适的结果。

3. 发明申请

US20080270334A1 CLASSIFYING FUNCTIONS OF WEB BLOCKS BASED ON LINGUISTIC FEATURES 有权
标题翻译：基于语言特征的网页分类功能
公开(公告)号：US20080270334A1
公开(公告)日：2008-10-30
申请号：US11742283
申请日：2007-04-30
申请人： Wei-Ying Ma , Xiangye Xiao , Xing Xie
发明人： Wei-Ying Ma , Xiangye Xiao , Xing Xie
IPC分类号： G06F15/18
CPC分类号： G06Q10/10
摘要： A classification system trains a classifier to classify blocks of the web page into various classifications of the function of the block. The classification system trains a classifier using training web pages. To train a classifier, the classification system identifies the blocks of the training web pages, generates feature vectors for the blocks that include a linguistic feature, and inputs classification labels for each block. The classification system learns the coefficients of the classifier using any of a variety of machine learning techniques. The classification system can then use the classifier to classify blocks of web pages.
摘要翻译：分类系统训练分类器将网页的块分类为块的功能的各种分类。分类系统使用训练网页训练分类器。为了训练分类器，分类系统识别训练网页的块，为包括语言特征的块生成特征向量，并为每个块输入分类标签。分类系统使用各种机器学习技术中的任何一种学习分类器的系数。然后，分类系统可以使用分类器对网页块进行分类。

4. 发明授权

US08326834B2 Density-based co-location pattern discovery 有权
标题翻译：基于密度的协同定位模式发现
公开(公告)号：US08326834B2
公开(公告)日：2012-12-04
申请号：US12145695
申请日：2008-06-25
申请人： Xiangye Xiao , Xing Xie , Wei-Ying Ma
发明人： Xiangye Xiao , Xing Xie , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30241
摘要： Described is using density to efficiently mine co-location patterns, such as closely located businesses frequently found together in business listing databases, geographic search logs, and/or GPS-based data. A data space of such information is geographically partitioned into a grid of cells, with dense cells scanned first. A dynamic upper bound of prevalence measure of co-location patterns is maintained during the scanning process. If the current upper bound is smaller than a threshold, the scanning is stopped, thereby significantly reducing the computation cost for processing many cells, while providing suitable results.
摘要翻译：描述的是使用密度来有效地挖掘共同位置模式，例如在商业列表数据库，地理搜索日志和/或基于GPS的数据中一起经常找到的紧密定位的商业。这种信息的数据空间在地理上被划分成一个单元格格，密集单元首先被扫描。在扫描过程中保持了同位置模式的流行度测量的动态上限。如果当前上限小于阈值，则停止扫描，从而显着降低了处理许多小区的计算成本，同时提供了合适的结果。

5. 发明授权

US09092454B2 Discovering co-located queries in geographic search logs 有权
标题翻译：在地理搜索日志中发现同位置查询
公开(公告)号：US09092454B2
公开(公告)日：2015-07-28
申请号：US12147868
申请日：2008-06-27
申请人： Xiangye Xiao , Longhao Wang , Xing Xie
发明人： Xiangye Xiao , Longhao Wang , Xing Xie
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30241 , G06F17/30041
摘要： Described is a technology by which co-located query patterns are mined from a data space such as a geographic search log. An overall data space (basic) approach and/or a lattice-based approach may be used when mining. The data space contains objects, each comprising associated type and location information. The location information is used to determine the distance between different two or more types of objects, e.g., pairs. The frequency of occurrence of those pairs within the data space determines whether that pairing of object types indicates a co-located pattern. Also described is partitioning the data space into regions, including for the purpose of categorizing a co-located pattern as a local pattern or a global pattern based on how that co-located pattern is distributed among the regions.
摘要翻译：描述了从地理搜索日志等数据空间挖掘共同查询模式的技术。在开采时可以使用总体数据空间（基本）方法和/或基于格子的方法。数据空间包含对象，每个对象包括关联的类型和位置信息。位置信息用于确定不同的两种或多种类型的对象（例如，对）之间的距离。数据空间内这些对的出现频率决定对象类型的配对是否表示共同定位的模式。还描述了将数据空间划分为区域，包括为了基于如何在区域之间分配共同定位模式将共定位模式分类为局部模式或全局模式。

6. 发明申请

US20090265388A1 DISCOVERING CO-LOCATED QUERIES IN GEOGRAPHIC SEARCH LOGS 有权
标题翻译：在地理搜索日志中发现协同查询
公开(公告)号：US20090265388A1
公开(公告)日：2009-10-22
申请号：US12147868
申请日：2008-06-27
申请人： Xiangye Xiao , Longhao Wang , Xing Xie
发明人： Xiangye Xiao , Longhao Wang , Xing Xie
IPC分类号： G06F17/30
CPC分类号： G06F17/30241 , G06F17/30041
摘要： Described is a technology by which co-located query patterns are mined from a data space such as a geographic search log. An overall data space (basic) approach and/or a lattice-based approach may be used when mining. The data space contains objects, each comprising associated type and location information. The location information is used to determine the distance between different two or more types of objects, e.g., pairs. The frequency of occurrence of those pairs within the data space determines whether that pairing of object types indicates a co-located pattern. Also described is partitioning the data space into regions, including for the purpose of categorizing a co-located pattern as a local pattern or a global pattern based on how that co-located pattern is distributed among the regions.
摘要翻译：描述了从地理搜索日志等数据空间挖掘共同查询模式的技术。在开采时可以使用总体数据空间（基本）方法和/或基于格子的方法。数据空间包含对象，每个对象包括关联的类型和位置信息。位置信息用于确定不同的两种或多种类型的对象（例如，对）之间的距离。数据空间内这些对的出现频率决定对象类型的配对是否表示共同定位的模式。还描述了将数据空间划分为区域，包括为了基于如何在区域之间分配共同定位模式将共定位模式分类为局部模式或全局模式。

7. 发明授权

US09552125B2 Input method editor 有权
标题翻译：输入法编辑器
公开(公告)号：US09552125B2
公开(公告)日：2017-01-24
申请号：US13698967
申请日：2010-05-21
申请人： Jian Zeng , Liangyi Ou , Wei Sun , Xiangye Xiao , Yinfei Zhang , Yonggang Wang , Yuanbo Zhang
发明人： Jian Zeng , Liangyi Ou , Wei Sun , Xiangye Xiao , Yinfei Zhang , Yonggang Wang , Yuanbo Zhang
IPC分类号： G06F3/048 , G06F3/01
CPC分类号： G06F3/048 , G06F3/018
摘要： Methods, systems, apparatus, including computer program products for browsing and editing input for an input method editor. In one implementation, a method is provided. The method includes receiving an input sequence of characters in a first writing system; identifying in the input sequence of characters one or more first subsequences of consecutive characters, where each subsequence represents a syllable in a different, second writing system; identifying in the input sequence of characters one or more second subsequences, where each second subsequence includes one or more consecutive first subsequences and represents a term in the different, second writing system; determining one or more boundaries that delimit the one or more second subsequences; and generating one or more selectable indicators for display in a user interface, where each of the one or more selectable indicators identifies a respective second subsequence delimited by the one or more boundaries.
摘要翻译：方法，系统，设备，包括用于浏览和编辑输入法编辑器的输入的计算机程序产品。在一个实现中，提供了一种方法。该方法包括在第一写入系统中接收字符的输入序列; 在字符的输入序列中识别连续字符的一个或多个第一子序列，其中每个子序列表示不同的第二写入系统中的音节; 在字符的输入序列中识别一个或多个第二子序列，其中每个第二子序列包括一个或多个连续的第一子序列，并且表示不同的第二写入系统中的项; 确定界定所述一个或多个第二子序列的一个或多个边界; 以及生成用于在用户界面中显示的一个或多个可选择指示符，其中所述一个或多个可选指示中的每一个标识由所述一个或多个边界界定的相应的第二子序列。

8. 发明授权

US08818791B2 Techniques for assisting a user in the textual input of names of entities to a user device in multiple different languages 有权
标题翻译：用于帮助用户以多种不同语言向用户设备文本输入实体名称的技术
公开(公告)号：US08818791B2
公开(公告)日：2014-08-26
申请号：US13459926
申请日：2012-04-30
申请人： Xiangye Xiao , Fan Yang , Hanping Feng , Shijun Tian , Yuanbo Zhang
发明人： Xiangye Xiao , Fan Yang , Hanping Feng , Shijun Tian , Yuanbo Zhang
IPC分类号： G06F17/28
CPC分类号： G06F17/2223 , G06F3/04886 , G06F17/276 , G06F17/2863
摘要： A computer-implemented technique includes receiving a first input from a user at a user device, the first input including a first word of a first alphabet-based language, which is a transliteration of a non-alphabet-based language, which is one of a logogram-based language and a syllabogram-based language. The technique then compares the first words to pluralities of potential translated words from one or more datastores associated with a second alphabet-based language and the logogram-based or syllabogram-based languages. The technique may then generate a probability score for each of the pluralities of potential translated words, the probability score indicating a likelihood of an appropriate translation. The techniques may then provide the user with some or all of the pluralities of potential translated words and the user may select an appropriate translated word to obtain a selected word, which may then be displayed via a display of the user device.
摘要翻译：计算机实现的技术包括在用户设备处接收来自用户的第一输入，第一输入包括第一基于字母的语言的第一个单词，其是基于非基于字母的语言的音译，其是以一种基于标志的语言和一种基于音节的语言。然后，该技术将第一个词与来自与第二基于字母的语言相关联的一个或多个数据存储和基于标识图或基于歌曲的语言的多个潜在翻译的词进行比较。然后，该技术可以为多个潜在翻译单词中的每一个生成概率分数，该概率分数指示适当翻译的可能性。这些技术然后可以向用户提供多个潜在翻译的单词中的一些或全部，并且用户可以选择适当的翻译单词以获得所选择的单词，然后可以经由用户设备的显示来显示所选择的单词。

9. 发明授权

US09009030B2 Method and system for facilitating text input 有权
标题翻译：促进文本输入的方法和系统
公开(公告)号：US09009030B2
公开(公告)日：2015-04-14
申请号：US13142898
申请日：2011-01-05
申请人： Yonggang Wang , Xiangye Xiao , Junyu Wang , Jian Zeng , Pan Jie , George Zhang , Annie Chang , Hanping Feng , Henry Ou
发明人： Yonggang Wang , Xiangye Xiao , Junyu Wang , Jian Zeng , Pan Jie , George Zhang , Annie Chang , Hanping Feng , Henry Ou
IPC分类号： G06F17/27 , G06F17/28
CPC分类号： G06F17/273 , G06F17/276 , G06F17/289
摘要： A method and system for facilitating text input is disclosed. The method comprises: invoking an input assistant from within an application in an operating environment at a client, the input assistant being a standalone input service within the same operating environment as the application, receiving a text string from a user in an input field of the application, providing, by the input assistant, input prediction for completing the text string, selecting an input text of at least one word in the input field of the application, retrieving, by the input assistant, text content related to the input text from one or more text assistance services in communication with the input assistant, presenting the received text content to the user for assistance in the user's text input.
摘要翻译：公开了一种便于文本输入的方法和系统。该方法包括：在客户端的操作环境中从应用程序内调用输入助手，输入助理是在与应用程序相同的操作环境内的独立输入服务，在用户的输入字段中接收来自用户的文本串应用程序，由输入助理提供用于完成文本串的输入预测，在应用的输入字段中选择至少一个单词的输入文本，由输入助理检索与一个输入文本相关的文本内容或更多的与输入助理通信的文本辅助服务，将接收的文本内容呈现给用户以帮助用户的文本输入。

10. 发明授权

US08812302B2 Techniques for inserting diacritical marks to text input via a user device 有权
标题翻译：通过用户设备将变音标记插入文本输入的技术
公开(公告)号：US08812302B2
公开(公告)日：2014-08-19
申请号：US13565056
申请日：2012-08-02
申请人： Xiangye Xiao , Yuanbo Zhang , Vincent Ngo Bao Khoi , Fan Yang , Baohua Liao , Hanping Feng
发明人： Xiangye Xiao , Yuanbo Zhang , Vincent Ngo Bao Khoi , Fan Yang , Baohua Liao , Hanping Feng
IPC分类号： G06F17/27
CPC分类号： G06F17/214 , G06F3/018 , G06F17/2223 , G06F17/276
摘要： A computer-implemented method for assisting a user to input Vietnamese text to a user device lacking a subset of characters in a Vietnamese alphabet includes receiving a character input by a user, determining three words previously input by the user, the three words having already had diacritical marks inserted, transmitting the three words and the character to a server via a network, receiving first and second information corresponding to the character from the server via the network, the first and second information generated at the server based on a context of the three words, the context determined at the server using a language model, the first and second information indicating whether the character requires a diacritical mark and a specific diacritical mark, respectively, generating a modified character comprising a character in the Vietnamese alphabet based on the character and the first and second information, and displaying the modified character.
摘要翻译：用于辅助用户将越南语文本输入到越南字母中缺少字符子集的用户设备的计算机实现的方法包括：接收用户输入的字符，确定用户先前输入的三个字，已经有三个字插入的变音标记，经由网络将三个字和字符发送到服务器，经由网络从服务器接收对应于该字符的第一和第二信息，基于三个上下文的服务器生成的第一和第二信息单词，使用语言模型在服务器处确定的上下文，分别指示角色是否需要变音标记和特定变音符号的第一和第二信息，生成包括基于字符的越南字母表中的字符的修改字符;以及第一和第二信息，并显示修改的字符。

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