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1. 发明申请

US20110137919A1 APPARATUS AND METHOD FOR KNOWLEDGE GRAPH STABILIZATION 有权
标题翻译：用于知识图表稳定的装置和方法
公开(公告)号：US20110137919A1
公开(公告)日：2011-06-09
申请号：US12877063
申请日：2010-09-07
申请人： Pum Mo Ryu , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi , Yeo Chan Yoon
发明人： Pum Mo Ryu , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi , Yeo Chan Yoon
IPC分类号： G06F17/30
CPC分类号： G06F17/30958
摘要： A method for stabilizing a knowledge graph includes: generating a knowledge graph in which same entities in a semantic relation list between entities provided as an input are represented as a single node based on names and types of the entities; computing, on the knowledge graph, semantic similarities between all potential entity pairs of same entity types by comparing, for each potential entity pair, a type of relation associated with an entity in the entity pair and an opponent entity to the entity; and selecting, based on the semantic similarities, a representative entity from each of semantically similar entity pairs on the knowledge graph and integrating an opponent entity to the representative entity into the representative entity. The method further includes computing relation weighted values between the entities by using a graph analysis and statistic information, and adding the weighted values to the knowledge graph.
摘要翻译：一种用于稳定知识图的方法包括：生成知识图，其中根据实体的名称和类型将提供作为输入的实体之间的语义关系列表中的相同实体表示为单个节点; 在知识图上计算相同实体类型的所有潜在实体对之间的语义相似性，通过对于每个潜在实体对，将与实体对中的实体相关联的关系的类型与对该实体的对象实体进行比较; 并且基于语义相似性，从知识图上的每个语义上相似的实体对中选择代表性实体，并将对手实体整合到代表性实体中。该方法还包括通过使用图分析和统计信息来计算实体之间的关系加权值，并将加权值加到知识图中。

2. 发明申请

US20050198663A1 User interface method and system for navigation in networked devices 审中-公开
标题翻译：网络设备导航的用户界面方法和系统
公开(公告)号：US20050198663A1
公开(公告)日：2005-09-08
申请号：US11005941
申请日：2004-12-07
申请人： John Chaney , Changki Lee
发明人： John Chaney , Changki Lee
IPC分类号： G06F13/00 , G06F15/16 , H04L29/08 , H04N5/445
CPC分类号： H04L67/025
摘要： A method and system of browser-based command and control for devices in a network of client devices (e.g., controller devices) and service devices (e.g., controlled devices). The client devices allow the user to control the server devices. To reduce user programming of client device to control the server devices, a web browser is included in each client device and a web server is included in each service device that provides a service to be controlled by a client device. The user's navigational context is tracked as the user navigates around from device to device in the network. This provides information for the context of the web server for each service device, to reduce the need for the user to program that information into the client device.
摘要翻译：用于客户端设备（例如，控制器设备）和服务设备（例如受控设备）的网络中的设备的基于浏览器的命令和控制的方法和系统。客户端设备允许用户控制服务器设备。为了减少客户端设备的用户编程以控制服务器设备，在每个客户端设备中包括网络浏览器，并且每个服务设备中都包括Web服务器，该服务设备提供要由客户端设备控制的服务。当用户在网络中从设备到设备的导航时，跟踪用户的导航上下文。这提供了用于每个服务设备的Web服务器的上下文的信息，以减少用户将该信息编程到客户端设备中的需要。

3. 发明授权

US08744837B2 Question type and domain identifying apparatus and method 有权
标题翻译：问题类型和域识别装置和方法
公开(公告)号：US08744837B2
公开(公告)日：2014-06-03
申请号：US13281368
申请日：2011-10-25
申请人： Jeong Heo , Myung Gil Jang , Hyunki Kim , Pum Mo Ryu , Changki Lee , Chung Hee Lee , Ji Ae Shin , Yoonjae Choi , Soojong Lim , Miran Choi , Yeo Chan Yoon , Hyo-Jung Oh , Sang Kyu Park
发明人： Jeong Heo , Myung Gil Jang , Hyunki Kim , Pum Mo Ryu , Changki Lee , Chung Hee Lee , Ji Ae Shin , Yoonjae Choi , Soojong Lim , Miran Choi , Yeo Chan Yoon , Hyo-Jung Oh , Sang Kyu Park
IPC分类号： G06F17/27 , G06F7/00 , G06F17/30
CPC分类号： G06F17/30657
摘要： A question type and domain identifying apparatus includes: a question type identifier for recognizing the number of words of a user's question to identify whether the user's question is a query for performing information searching or a question for performing a question and answer (Q&A); a question domain distributor for distributing one of plural preset domain specialized Q&A engines, as a Q&A engine of the user's question based on the recognized word number; and a Q&A engine block, including the domain specialized Q&A engines, for selectively performing information searching or a Q&A with respect to the user's question in response to the distribution of the question domain distributor.
摘要翻译：问题类型和域识别装置包括：用于识别用户问题的单词数量以识别用户的问题是用于执行信息搜索的查询还是用于执行问答的问题（Q＆A）的问题类型标识符; 用于将多个预设域专用Q＆A引擎中的一个分发为基于所识别的字数的用户问题的Q＆A引擎的问题域分配器; 以及一个Q＆A引擎块，包括领域专门的问答引擎，用于针对用户的问题选择性地执行信息搜索或Q＆A，以响应问题域分发者的分布。

4. 发明申请

US20130054553A1 METHOD AND APPARATUS FOR AUTOMATICALLY EXTRACTING INFORMATION OF PRODUCTS 审中-公开
标题翻译：用于自动提取产品信息的方法和装置
公开(公告)号：US20130054553A1
公开(公告)日：2013-02-28
申请号：US13559029
申请日：2012-07-26
申请人： Yeo Chan YOON , HyunKi Kim , Hyo-Jung Oh , Changki Lee , Chung Hee Lee , Myung Gil Jang , Yohan Jo , Miran Choi , Yoonjae Choi , Jeong Heo , Pum Mo Ryu , Hyeon Jin Kim
发明人： Yeo Chan YOON , HyunKi Kim , Hyo-Jung Oh , Changki Lee , Chung Hee Lee , Myung Gil Jang , Yohan Jo , Miran Choi , Yoonjae Choi , Jeong Heo , Pum Mo Ryu , Hyeon Jin Kim
IPC分类号： G06F17/30
CPC分类号： G06F16/34
摘要： A method for automatically extracting information of products, includes searching documents based on product names; and extracting sentences including advantages and disadvantages for products having the product names from the searched documents. Further, the method for automatically extracting the information of the products includes classifying the sentences by similar contents among the extracted sentences; selecting representative sentences among the classified sentences; and calculating each weight of the selected representative sentences.
摘要翻译：一种自动提取产品信息的方法，包括根据产品名称搜索文件; 并从搜索到的文档中提取具有产品名称的产品的优点和缺点。此外，用于自动提取产品信息的方法包括通过提取的句子之间的类似内容对句子进行分类; 选择分类句子中的代表性句子; 并计算所选择的代表性句子的每个权重。

5. 发明授权

US08407253B2 Apparatus and method for knowledge graph stabilization 有权
标题翻译：用于知识图稳定的装置和方法
公开(公告)号：US08407253B2
公开(公告)日：2013-03-26
申请号：US12877063
申请日：2010-09-07
申请人： Pum Mo Ryu , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi , Yeo Chan Yoon
发明人： Pum Mo Ryu , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi , Yeo Chan Yoon
IPC分类号： G06F17/30
CPC分类号： G06F17/30958
摘要： A method for stabilizing a knowledge graph includes: generating a knowledge graph in which same entities in a semantic relation list between entities provided as an input are represented as a single node based on names and types of the entities; computing, on the knowledge graph, semantic similarities between all potential entity pairs of same entity types by comparing, for each potential entity pair, a type of relation associated with an entity in the entity pair and an opponent entity to the entity; and selecting, based on the semantic similarities, a representative entity from each of semantically similar entity pairs on the knowledge graph and integrating an opponent entity to the representative entity into the representative entity. The method further includes computing relation weighted values between the entities by using a graph analysis and statistic information, and adding the weighted values to the knowledge graph.
摘要翻译：一种用于稳定知识图的方法包括：生成知识图，其中根据实体的名称和类型将提供作为输入的实体之间的语义关系列表中的相同实体表示为单个节点; 在知识图上计算相同实体类型的所有潜在实体对之间的语义相似性，通过对于每个潜在实体对，将与实体对中的实体相关联的关系的类型与对该实体的对象实体进行比较; 并且基于语义相似性，从知识图上的每个语义上相似的实体对中选择代表性实体，并将对手实体整合到代表性实体中。该方法还包括通过使用图分析和统计信息来计算实体之间的关系加权值，并将加权值加到知识图中。

6. 发明申请

US20100145952A1 ELECTRONIC DOCUMENT PROCESSING APPARATUS AND METHOD 审中-公开
标题翻译：电子文件处理装置和方法
公开(公告)号：US20100145952A1
公开(公告)日：2010-06-10
申请号：US12635042
申请日：2009-12-10
申请人： Yeo Chan YOON , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi
发明人： Yeo Chan YOON , Myung Gil Jang , HyunKi Kim , YiGyu Hwang , Soojong Lim , Jeong Heo , Chung Hee Lee , Hyo-Jung Oh , Changki Lee , Miran Choi
IPC分类号： G06F17/30
CPC分类号： G06F16/35 , G06F16/31 , G06F16/93
摘要： An electronic document processing apparatus includes: a document set storage unit storing hash tables including hash values of documents to be processed; a content extraction unit for extracting body contents from a newly input electronic document; and a sentence separation unit for separating sentences from the extracted body contents. The apparatus further includes a duplicate document determination unit for converting the separated sentences into unique hash values by a hash algorithm, determining each of the separated checking if there is a duplicate sentence depending on whether or not there is a collision between the converted hash values and the hash values in the hash tables of the document set storage unit, and determining if the electronic document is a duplicate document based on the ratio of duplicate sentences to all of the sentences in the electronic document.
摘要翻译：电子文档处理装置包括：文档集存储单元，存储包括要处理的文档的哈希值的散列表; 内容提取单元，用于从新输入的电子文档中提取身体内容; 以及用于从所提取的身体内容中分离句子的句子分离单元。该装置还包括一个重复文件确定单元，用于通过散列算法将分离的句子转换成唯一的散列值，根据是否存在经转换的哈希值和所述文档集存储单元的散列表中的散列值，以及基于所述电子文档中的所有句子的重复句子的比例来确定所述电子文档是否是重复的文档。

7. 发明申请

US20100145922A1 PERSONALIZED SEARCH APPARATUS AND METHOD 审中-公开
标题翻译：个性化搜索设备和方法
公开(公告)号：US20100145922A1
公开(公告)日：2010-06-10
申请号：US12628171
申请日：2009-11-30
申请人： Yeo Chan Yoon , Hyunki Kim , Myung Gil Jang , Jeong Heo , YiGyu Hwang , Chung Hee Lee , Soojong Lim , Hyo-Jung Oh , Changki Lee , Miran Choi
发明人： Yeo Chan Yoon , Hyunki Kim , Myung Gil Jang , Jeong Heo , YiGyu Hwang , Chung Hee Lee , Soojong Lim , Hyo-Jung Oh , Changki Lee , Miran Choi
IPC分类号： G06F17/30
CPC分类号： G06F16/9535
摘要： A personalized search apparatus includes: a model generating unit for generating a user favorites analysis model based on directory grouping information about directories stored in a user terminal and user behavior information; and a user favorites analysis model DB for storing the generated user favorites analysis model. Further, the personalized search apparatus includes a search engine for searching for a file relevant to an input query using an information search engine installed in the user terminal to generate search results; and a personalized search engine for re-ranking the search results generated by the search engine based on the user favorites analysis model to generate personalized search results.
摘要翻译：个性化搜索装置包括：模型生成单元，用于基于关于存储在用户终端中的目录的目录分组信息和用户行为信息来生成用户收藏分析模型; 以及用于存储生成的用户收藏分析模型的用户收藏分析模型DB。此外，个性化搜索装置包括搜索引擎，用于使用安装在用户终端中的信息搜索引擎来搜索与输入查询相关的文件，以生成搜索结果; 以及个性化搜索引擎，用于基于用户收藏分析模型重新排列由搜索引擎生成的搜索结果，以生成个性化搜索结果。

8. 发明授权

US08458520B2 Apparatus and method for verifying training data using machine learning 有权
标题翻译：使用机器学习验证训练数据的装置和方法
公开(公告)号：US08458520B2
公开(公告)日：2013-06-04
申请号：US12624161
申请日：2009-11-23
申请人： Changki Lee , HyunKi Kim , YiGyu Hwang , Soojong Lim , Hyo-Jung Oh , Chung Hee Lee , Jeong Heo , Miran Choi , Yeo Chan Yoon , Myung Gil Jang
发明人： Changki Lee , HyunKi Kim , YiGyu Hwang , Soojong Lim , Hyo-Jung Oh , Chung Hee Lee , Jeong Heo , Miran Choi , Yeo Chan Yoon , Myung Gil Jang
IPC分类号： G06F11/00
CPC分类号： G06F11/0763 , G06F11/0706 , G06N99/005
摘要： An apparatus for verifying training data using machine learning includes: a training data separation unit for separating provided initial training data into N training data and N verification data, where N is a natural number; a machine learning unit for performing machine learning on the separated training data to generate a training model; an automatic tagging unit for automatically tagging an original text of the verification data using the generated training model to provide automatic tagging results; and an error determination unit for comparing the verification data to the automatic tagging results to determine error candidates of the training data.
摘要翻译：一种用于使用机器学习验证训练数据的装置包括：训练数据分离单元，用于将提供的初始训练数据分离成N个训练数据和N个验证数据，其中N是自然数; 机器学习单元，用于对分离的训练数据执行机器学习以生成训练模型; 自动标记单元，用于使用生成的训练模型自动标记验证数据的原始文本，以提供自动标记结果; 以及错误确定单元，用于将验证数据与自动标记结果进行比较，以确定训练数据的错误候选。

9. 发明申请

US20120101807A1 QUESTION TYPE AND DOMAIN IDENTIFYING APPARATUS AND METHOD 有权
标题翻译：问题类型和域识别设备和方法
公开(公告)号：US20120101807A1
公开(公告)日：2012-04-26
申请号：US13281368
申请日：2011-10-25
申请人： Jeong HEO , Myung Gil Jang , HyunKi Kim , Pum Mo Ryu , Changki Lee , Chung Hee Lee , Ji Ae Shin , Yoonjae Choi , Soojong Lim , Miran Choi , Yeo Chan Yoon , Hyo-Jung Oh , Sang Kyu Park
发明人： Jeong HEO , Myung Gil Jang , HyunKi Kim , Pum Mo Ryu , Changki Lee , Chung Hee Lee , Ji Ae Shin , Yoonjae Choi , Soojong Lim , Miran Choi , Yeo Chan Yoon , Hyo-Jung Oh , Sang Kyu Park
IPC分类号： G06F17/27
CPC分类号： G06F17/30657
摘要： A question type and domain identifying apparatus includes: a question type identifier for recognizing the number of words of a user's question to identify whether the user's question is a query for performing information searching or a question for performing a question and answer (Q&A); a question domain distributor for distributing one of plural preset domain specialized Q&A engines, as a Q&A engine of the user's question based on the recognized word number; and a Q&A engine block, including the domain specialized Q&A engines, for selectively performing information searching or a Q&A with respect to the user's question in response to the distribution of the question domain distributor.
摘要翻译：问题类型和域识别装置包括：用于识别用户问题的单词数量以识别用户的问题是用于执行信息搜索的查询还是用于执行问答的问题（Q＆A）的问题类型标识符; 用于将多个预设域专用Q＆A引擎中的一个分发为基于所识别的字数的用户问题的Q＆A引擎的问题域分配器; 以及一个Q＆A引擎块，包括领域专门的问答引擎，用于针对用户的问题选择性地执行信息搜索或Q＆A，以响应问题域分发者的分布。

10. 发明申请

US20120089584A1 METHOD AND MOBILE TERMINAL FOR PERFORMING PERSONALIZED SEARCH 审中-公开
标题翻译：用于执行个性化搜索的方法和移动终端
公开(公告)号：US20120089584A1
公开(公告)日：2012-04-12
申请号：US13191021
申请日：2011-07-26
申请人： Yeo Chan YOON , Soojong LIM , Hyo-Jung OH , HyunKi KIM , Pum Mo RYU , Chung Hee LEE , Jeong HEO , Changki LEE , Miran CHOI , Yoonjae CHOI , Ji Ae SHIN , Myung Gil JANG , Sang Kyu PARK
发明人： Yeo Chan YOON , Soojong LIM , Hyo-Jung OH , HyunKi KIM , Pum Mo RYU , Chung Hee LEE , Jeong HEO , Changki LEE , Miran CHOI , Yoonjae CHOI , Ji Ae SHIN , Myung Gil JANG , Sang Kyu PARK
IPC分类号： G06F17/30
CPC分类号： G06Q30/0201 , G06F16/9535 , G06F16/9537 , H04L67/306
摘要： Provided are a method and mobile terminal for performing a personalized search, capable of providing search results optimized for a user in consideration of location and user preference. The method includes acquiring a question keyword from a user and information about the location of a mobile terminal, making a local search on the basis of the question keyword and the location information to generate local search results, displaying the local search results and storing a use record of the user of the mobile terminal corresponding to the displayed local search results, generating a user preference analysis model using the location information and the use record, then applying the generated user preference analysis model to the local search results, and deducing personalized final local search results from the local search results. Thus, it is possible to provide the local search results optimized for the user.
摘要翻译：提供了一种用于执行个性化搜索的方法和移动终端，能够提供考虑到位置和用户偏好为用户优化的搜索结果。该方法包括从用户获取问题关键字和关于移动终端的位置的信息，基于问题关键词和位置信息进行本地搜索以产生本地搜索结果，显示本地搜索结果并存储使用记录与所显示的本地搜索结果相对应的移动终端的用户，使用位置信息和使用记录生成用户偏好分析模型，然后将生成的用户偏好分析模型应用于本地搜索结果，并推导个性化最终本地从本地搜索结果搜索结果。因此，可以提供为用户优化的本地搜索结果。

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