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1. 发明公开

KR1020150084217A 감성 분석을 통한 사용자 선호 기반의 검색 장치 및 방법 审中-实审
标题翻译：基于用户偏好的搜索和使用方法进行分析
公开(公告)号：KR1020150084217A
公开(公告)日：2015-07-22
申请号：KR1020140004011
申请日：2014-01-13
申请人： 에스케이플래닛 주식회사
发明人： 박기림 , 민경구 , 황영숙 , 홍금원
IPC分类号： G06F17/30
CPC分类号： G06F17/30672 , G06F17/2785 , G06F17/30696
摘要： 감성분석을통한사용자선호기반의검색장치에관한것으로, 일실시예에따른검색장치는사용자로부터입력된질의를기초로하나이상의질의키워드를생성하는질의키워드생성부, 생성된질의키워드를이용하여감성분석데이터베이스에서주제별로감성분석정보를검색하고, 검색된감성분석정보를미리정의된알고리즘에적용하여주제별선호도를산출하는질의수행부및 산출된주제별선호도를기초로최종결과를반환하는결과반환부를포함할수 있다.
摘要翻译：本发明涉及一种使用情感分析的基于用户偏好的搜索装置，根据本发明的一个实施例，搜索装置包括：一个问题关键词生成单元，其根据由一个用户; 一个问题执行单元，使用创建的问题关键字按主题搜索感性分析数据库中的感伤分析数据，并将搜索到的感性分析数据应用于预定义算法以估计每个主题的偏好; 以及结果返回单元，其基于每个主题的估计偏好返回最终结果。

2. 发明公开

KR1020150134598A 감성 평가 시스템 및 그 방법, 그리고 이에 적용되는 장치 审中-实审
标题翻译：用于敏感性评估的系统和方法，以及适用于其的装置
公开(公告)号：KR1020150134598A
公开(公告)日：2015-12-02
申请号：KR1020140061535
申请日：2014-05-22
申请人： 에스케이플래닛 주식회사
发明人： 홍금원 , 신동훈
IPC分类号： G06F17/00
摘要： 본발명은감성평가시스템및 그방법, 그리고이에적용되는장치를개시한다. 즉, 평가대상에대한사용자들의평가를점수화한개별평가점수가타인에게그대로노출되는것을제한하고, 상기개별평가점수에대한별도의신뢰도판별과정을거쳐노출평가점수를새롭게책정하며, 책정된노출평가점수를상기개별평가점수에대신하여타인에게노출시킴으로써, 평가대상에대한합리적이고신뢰성있는평가가이루어지도록할 수있다.
摘要翻译：公开了用于评价感觉性的系统和方法，以及应用于其的装置。换句话说，该方法包括：限制个人评估等级，评估评估对象的用户评价直接与他人接触; 通过单独确定个别评估等级的可靠性程序，新设定曝光评估等级; 并将其设定的曝光评估等级，而不是个别评估等级，并对评估对象进行合理可靠的评估。

3. 发明公开

KR1020160083746A 컨텐츠 추천 서비스 시스템, 그리고 이에 적용되는 장치 및 그 장치의 동작 방법 审中-实审
标题翻译：目录推荐服务系统，以及适用于其的设备和控制方法
公开(公告)号：KR1020160083746A
公开(公告)日：2016-07-12
申请号：KR1020150000255
申请日：2015-01-02
申请人： 에스케이플래닛 주식회사
发明人： 홍금원 , 강남희 , 신동훈 , 황영숙
IPC分类号： G06Q30/02 , G06Q30/06
CPC分类号： G06Q30/0255 , G06Q30/0269 , G06Q30/0282 , G06Q30/0631
摘要： 본발명은, 추천대상자에개인화된컨텐츠를추천하는데있어서, 추천대상자의컨텐츠소비이력이구매/사용패턴을분석할만큼충분히발생한상황인지및 추천대상자와유사한구매/사용패턴의다른사용자가반드시존재하는상황인지와무관하게, 추천대상자와의직접적인추천관계를갖는개인화된컨텐츠를추천함으로써, 추천신뢰도를향상시키는컨텐츠추천서비스시스템, 그리고이에적용되는컨텐츠추천장치및 그장치의동작방법을개시하고있다.
摘要翻译：根据本发明，公开了内容推荐服务系统，应用于其的装置及其操作方法，通过推荐与推荐接收用户具有直接推荐关系的个性化内容来提高推荐可靠性，而不管是否生成足够的推荐接收用户的内容消费历史以分析购买/使用模式，以及是否存在与推荐接收用户具有相似购买/使用模式的其他用户的情况的情况。该系统包括内容向量生成单元，消费历史检查单元，用户向量生成单元和推荐控制单元。

4. 发明公开

KR1020140050217A 키워드 연관 관계 시각화 제공 시스템 및 방법과, 이를 지원하는 장치 审中-实审
标题翻译：关键词和方法协调程度的可视化提供系统及其支持的装置
公开(公告)号：KR1020140050217A
公开(公告)日：2014-04-29
申请号：KR1020120116210
申请日：2012-10-18
申请人： 에스케이플래닛 주식회사
发明人： 이지선 , 홍금원 , 황영숙 , 이준섭
IPC分类号： G06F17/30 , G06F17/20
CPC分类号： G06F17/30696 , G06F17/30672
摘要： The present invention relates to visualization of keyword associations and, more specifically, to a system and method for visualizing keyword associations, and an apparatus supporting the same. The system includes a user terminal for performing an input of a specific search word; and a keyword association providing device which supports to make a table with a property table, in which property information on each subject is listed, direct associations of subjects, which include common properties in the property table, and associations between the subjects, and stores the table, selects a keyword corresponding to the search word and major related keywords associated with the keyword based on the table when the search word is received, constructs visualized information with property information arrangement between the keyword and the major related keywords, the markers of degrees of positive and negative, and representation information arrangement for the properties, and provides the user terminal with the visualized information. [Reference numerals] (AA) Start; (BB) Return; (S101) Analyze associations of each subject; (S103) Store a table; (S105) Search word received?; (S107) Select major related keywords associated with the keyword; (S109) Visualize the keyword; (S111) Function terminated?
摘要翻译：本发明涉及关键字关联的可视化，更具体地，涉及用于可视化关键字关联的系统和方法，以及支持关键字关联的装置。该系统包括用于执行特定搜索词的输入的用户终端; 以及关键字关联提供装置，其支持使用具有属性表的表，其中列出了关于每个对象的属性信息，包括在属性表中包括公共属性的主题的直接关联以及主题之间的关联，并且存储表格，当接收到搜索词时，基于表格选择与搜索词相关联的搜索词和主要相关关键词的关键词，构建关键词与主要相关关键词之间的属性信息安排的可视化信息，度量标记正面和负面，以及表示信息安排，为用户终端提供可视化信息。（附图标记）（AA）开始; （BB）返回; （S101）分析每个学科的关联; （S103）存放一张桌子; （S105）收到的搜索字？（S107）选择与关键词相关的主要相关关键字; （S109）可视化关键字; （S111）功能终止？

5. 发明授权

KR102170535B1 감성 분석을 통한 사용자 선호 기반의 검색 장치 및 방법 有权
公开(公告)号：KR102170535B1
公开(公告)日：2020-10-27
申请号：KR1020140004011
申请日：2014-01-13
申请人： 에스케이플래닛 주식회사 , 십일번가 주식회사
发明人： 박기림 , 민경구 , 황영숙 , 홍금원
IPC分类号： G06F16/00 , G06F17/27

6. 发明公开

KR1020140056715A 계층적 카테고리를 기초로 하는 감성 분석을 위한 장치 및 이를 위한 방법 审中-实审
标题翻译：基于分层分类的意见采矿设备及其方法
公开(公告)号：KR1020140056715A
公开(公告)日：2014-05-12
申请号：KR1020120122000
申请日：2012-10-31
申请人： 에스케이플래닛 주식회사
发明人： 신동훈 , 이준섭 , 홍금원
IPC分类号： G06F17/20 , G06F17/27
CPC分类号： G06F17/2705 , G06F17/2745 , G06F17/2755
摘要： The present invention relates to an apparatus for sentiment analysis based on hierarchical categories and a method therefore, including collecting analysis target documents corresponding to a selected category in order to extract sensibility data including keywords representing a target, attributes representing character or property of the keywords, expression representing evaluation for the attributes of the keywords and positive/negative values representing whether the expression is positive or negative and intensity of the expression according to a selected category from among a plurality of categories having a hierarchical tree structure; extracting keywords corresponding to the category for each sentence of the analysis target document; performing normalization that each sentence including the extracted keywords is reconstructed with a sentence including parts of speech to form the attributes and parts of speech to form the expression; and deriving the attributes from the reconstructed sentence and deriving expression corresponding to the derived attributes.
摘要翻译：本发明涉及一种基于分级类别的情绪分析装置，因此包括收集与所选类别相对应的分析对象文档，以便提取包括表示目标的关键词，表示关键字的特征或属性的属性的感性数据，表示关于所述关键字的属性的评估和表示所述表达式是正面还是负面的正/负值以及根据来自具有分层树结构的多个类别中的所选类别的表达式的强度的表达; 提取与分析目标文档的每个句子的类别对应的关键字; 执行包括所提取的关键词的每个句子的包括部分语句在内的句子的规范化，以形成表示形式的属性和部分; 并从重构句子中导出属性，并导出与派生属性相对应的表达式。

7. 发明公开

KR1020140056717A 계층적 카테고리를 기초로 하는 통계적 감성 지식을 구축하기 위한 장치 및 이를 위한 방법 审中-实审
标题翻译：基于分层分类的建立统计意见采矿知识的设备
公开(公告)号：KR1020140056717A
公开(公告)日：2014-05-12
申请号：KR1020120122002
申请日：2012-10-31
申请人： 에스케이플래닛 주식회사
发明人： 홍금원 , 이준섭 , 황영숙
IPC分类号： G06F17/20
CPC分类号： G06F17/30731 , G06F17/2705 , G06F17/2735
摘要： The present invention relates to an apparatus for constructing statistical sentiment analysis knowledge based on hierarchical categories and a method for the same. The apparatus includes a knowledge source collecting unit collecting keywords related to a lowest category of each domain from each domain and website from tree structure having a plurality of domains for classifying a target by sections and having categories for a plurality of levels which is an IS-A relationship between upper layer category and lower layer category, and collecting knowledge sources which include the registered keywords, in order to establish a sentiment dictionary including keywords representing the target, attributes representing character or property of the keywords, and expression representing evaluation for the attribute of the keywords; a sentiment dictionary establishing unit establishing the sentiment dictionary by deriving attribute-expression pairs formed of pairs of the attributes and the expressions by deriving attributes related to the keywords from the knowledge source and deriving expression pair related to the derived attributes, and by registering the derived attribute-expression pairs in a selected category; and a sentiment knowledge extending unit, when the attribute-expression pairs that are determined as common according to similarity calculated according to preset rules are registered in at least two categories of the same level, registering attribute-expression pairs determined as common in an upper layer category of categories having the same level.
摘要翻译：本发明涉及一种基于层次类别构建统计情绪分析知识的装置及其方法。该装置包括知识源收集单元，从每个域和网站收集与每个域的最低类别相关的关键词，该树结构具有多个域，用于对每个区域进行分类，并且具有多个级别的类别，其是作为IS- 上层类别和下层类别之间的关系，以及收集包括注册关键字的知识来源，以便建立包括表示目标的关键字的表情词典，表示关键字的特征或属性的属性，以及表示该属性的评估的表达的关键字; 情感词典建立单元，通过从知识源导出与关键词相关的属性和导出与导出的属性相关的表达式对，通过导出由属性对和形式对形成的属性表达式对来建立情感词典，并且通过登记导出所选类别中的属性表达式对; 和情绪知识扩展单元，当根据根据预设规则计算的相似度被确定为公共的属性表达式对被登记在相同级别的至少两个类别中时，注册在上层中确定为公共的属性表达式对具有相同水平的类别类别。

8. 发明公开

KR1020140056637A 분석 정보 제공 시스템 및 그 방법, 그리고 이에 적용되는 장치 审中-实审
标题翻译：用于提供分析信息的系统和方法，以及适用于其的装置
公开(公告)号：KR1020140056637A
公开(公告)日：2014-05-12
申请号：KR1020120121259
申请日：2012-10-30
申请人： 에스케이플래닛 주식회사
发明人： 신상균 , 유상열 , 남연주 , 민경구 , 황영숙 , 홍금원 , 신동훈
IPC分类号： G06Q30/02 , G06F17/30
CPC分类号： G06F17/2785 , G06F17/30719 , G06Q30/0278
摘要： A system and a method for providing analysis information and an apparatus applied to the same are disclosed. Emotion expression information is extracted with respect to a subject word corresponding to a search keyword, which is received from user equipment, by identifying an emotion pattern from a sentence structure of web-based document data pattern according to an analysis result request for the search keyword. Emotion expression intensity by attribute with respect to the subject word is measured based on the extracted emotion expression information. The measured emotion expression intensity by attribute is visualized and then provided to the user equipment as the analysis result for the search keyword. Therefore, information requested by a user can be searched and monitored at a glance, thereby reducing a time for a user to acquire information and transferring information requested by the user more objectively and accurately.
摘要翻译：公开了一种用于提供分析信息的系统和方法以及应用于该信息的装置。根据针对搜索关键字的分析结果请求，从基于web的文档数据模式的句子结构中识别情感模式，提取与从用户设备接收到的搜索关键词相对应的主题词的情感表达信息。基于所提取的情绪表达信息来测量关于主题词的属性的情感表达强度。通过属性的测量情感表达强度可视化，然后作为搜索关键字的分析结果提供给用户设备。因此，可以一目了然地搜索和监视用户请求的信息，从而减少用户更客观地和准确地获取信息和传送用户请求的信息的时间。

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