公开(公告)号：US20160364652A1

公开(公告)日：2016-12-15

申请号：US15046526

申请日：2016-02-18

申请人： International Business Machines Corporation

发明人： Geli Fei ,  Jalal U. Mahmud ,  Aditya Pal ,  Michelle X. Zhou

IPC分类号： G06N7/00 ,  G06F17/30 ,  G06Q30/02

CPC分类号： G06Q30/0201 ,  G06F17/18 ,  G06N20/00 ,  G06Q30/0202 ,  G06Q30/0282 ,  G06Q50/01

摘要： Embodiments relate predicting an attitude of a user towards a target without directly surveying the user. Social media data associated with or related to a target is collected and stored. A set of attitude features are computed from the collected data. A statistical model is built with both the collected data and the assessed attitude features. The statistical data is converted to an attitude prediction, with the prediction emanating from personal and social characteristics as evident in the social media data.

摘要翻译： 实施例涉及在不直接测量用户的情况下预测用户对目标的态度。 收集并存储与目标相关联或与目标有关的社交媒体数据。 从收集的数据计算一组态度特征。 统计模型是建立在收集的数据和评估的态度特征。 将统计数据转换为态度预测，社会媒体数据中显示出个人和社会特征的预测。

公开(公告)号：US09015162B2

公开(公告)日：2015-04-21

申请号：US13750301

申请日：2013-01-25

申请人： International Business Machines Corporation

发明人： Chang Y. Chi ,  Qinying Liao ,  Lin Luo ,  Jeffrey W. Nichols ,  Ying-xin Pan ,  Thomas Schaeck ,  Michelle X. Zhou

IPC分类号： G06F17/30 ,  G06Q50/00 ,  G06Q10/10

CPC分类号： G06Q50/01 ,  G06F17/30654 ,  G06Q10/10

摘要： Embodiments include a program product and a method for providing responses to questions provided on a social media site. The method includes receiving, via a processor, a user question from a social networking site and decomposing and filtering the user question so that it can be further analyzed. The method also includes generating a list of most closely matched potential responders based on analysis of the user question and sending the most closely matched potential responders the user question. Upon receiving responses back from the most closest matched potential responders, these responses are aggregated by the processor in a final response format.

摘要翻译： 实施例包括用于对在社交媒体站点上提供的问题提供响应的程序产品和方法。 该方法包括经由处理器从社交网站接收用户问题，并分解和过滤用户问题，以便进一步分析用户问题。 该方法还包括基于对用户问题的分析并发送最接近匹配的潜在响应者的用户问题来生成最接近匹配的潜在响应者的列表。 在从最匹配的潜在响应者收到响应后，这些响应由处理器以最终响应格式聚合。

公开(公告)号：US20160314398A1

公开(公告)日：2016-10-27

申请号：US15046485

申请日：2016-02-18

申请人： International Business Machines Corporation

发明人： Geli Fei ,  Jalal U. Mahmud ,  Aditya Pal ,  Michelle X. Zhou

IPC分类号： G06N5/04 ,  G06N99/00

CPC分类号： G06F17/277 ,  G06F17/2735 ,  G06F17/2785 ,  G06N20/00 ,  G06Q50/01

摘要： Embodiments relate to detecting an attitude of a user towards a target prior to or without presence of a direct expression of the attitude. A dictionary is built with a first collection of positive attitude content and a second collection of negative attitude content. In addition, a statistical model of attitude relevance is constructed based on content based similarity metrics. The model utilizes the dictionary and statistically assesses attitude relevance. Based on the assessment the user is classified as relevant or non-relevant for attitude towards the target.

公开(公告)号：US20160150037A1

公开(公告)日：2016-05-26

申请号：US14554092

申请日：2014-11-26

申请人： International Business Machines Corporation

发明人： Mengdie Hu ,  Jalal U. Mahmud ,  Aditya Pal ,  Huahai Yang ,  Michelle X. Zhou

IPC分类号： H04L29/08

CPC分类号： H04L67/22 ,  G06F21/554 ,  G06F21/57 ,  G06F2221/2145 ,  H04L51/32 ,  H04L67/306

摘要： Embodiments of the invention relate to assessing characteristics of a message and a message recipient. A trust model is established to take into account a set of trust antecedents, including characteristics of the messages and properties of the recipients, a set of action motivations, and their contribution to the action-based trust measurement. The assessment(s) is utilized to produce a tangible trust measurement that is employed to gauge the recipient's perception of credibility towards the received message.

摘要翻译： 本发明的实施例涉及评估消息和消息接收者的特征。 建立了一个信任模型，以考虑到一组信任前提，包括收件人的信息和属性的特征，一组行动动机及其对基于行动的信任度量的贡献。 该评估用于产生一种有形的信任测量，用于衡量接收者对接收到的消息的可信度感知。

公开(公告)号：US09299115B2

公开(公告)日：2016-03-29

申请号：US14638752

申请日：2015-03-04

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Jalal U. Mahmud ,  Nimrod Megiddo ,  Jeffrey W. Nichols ,  Michelle X. Zhou

IPC分类号： G06F17/30 ,  G06Q50/00

CPC分类号： G06Q50/01 ,  G06F17/30283 ,  G06F17/3053 ,  G06F17/30604 ,  G06F17/30867 ,  G06F17/30876 ,  G06F17/30994

摘要： Embodiments relate to optimizing user response rate in social media. One embodiment includes generating a model for modeling a likelihood of social media user response from data collected from social media based on social media user filtering criteria and historical information. Modeling the likelihood includes estimating ability of social media users to perform a particular task based on social media user information including tracking of the social media users, evaluating previous task responses and personality features. Social media users are selected based on estimated ability to perform the particular task for maximizing a response rate.

摘要翻译： 实施例涉及在社交媒体中优化用户响应率。 一个实施例包括基于社交媒体用户过滤标准和历史信息来生成用于从社交媒体收集的数据建模社交媒体用户响应的可能性的模型。 建模可能性包括估计社交媒体用户基于社交媒体用户信息执行特定任务的能力，包括社交媒体用户的跟踪，评估先前的任务响应和个性特征。 社交媒体用户根据估计的执行特定任务的能力进行选择，以最大化响应率。

公开(公告)号：US09292597B2

公开(公告)日：2016-03-22

申请号：US14061804

申请日：2013-10-24

申请人： International Business Machines Corporation

发明人： Lin Luo ,  Fei Wang ,  Michelle X. Zhou

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30699

摘要： A computer processor accesses QA forum activity associated with users of a QA forum, wherein the QA forum activity contains historical questions, historical answers, and profiles, each having elements including QA forum information. The processor accesses historical online social activity corresponding to the users of the QA forum, each historical online social activity having elements including at least social activity information. The processor performs a first similarity calculation and selects an at least one model answerer based on the similarity between elements of a question on the QA forum, and the elements of the QA forum activity associated and corresponding to each of the users of the QA forum. Based on a second similarity calculation, the processor determines a similarity between the QA forum user elements and the at least one model answerer elements, and identifies at least one prospect answerer from the QA forum users.

摘要翻译： 计算机处理器访问与质量检查论坛用户相关的QA论坛活动，其中质量检查论坛活动包含历史问题，历史回答和简档，每个元素都包含质量检查论坛信息。 处理器访问对应于质量检查论坛的用户的历史在线社交活动，每个历史在线社交活动具有至少包括社交活动信息的元素。 处理器执行第一相似性计算，并且基于QA论坛上的问题的元素之间的相似性以及与质量检查论坛的每个用户相关联并对应的质量检查论坛活动的元素，选择至少一个模型回答者。 基于第二相似性计算，处理器确定QA论坛用户元素和至少一个模型回答者元素之间的相似性，并且从QA论坛用户识别至少一个潜在客户答复者。

公开(公告)号：US20160012552A1

公开(公告)日：2016-01-14

申请号：US14638752

申请日：2015-03-04

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Jalal U. Mahmud ,  Nimrod Megiddo ,  Jeffrey W. Nichols ,  Michelle X. Zhou

IPC分类号： G06Q50/00 ,  G06F17/30

CPC分类号： G06Q50/01 ,  G06F17/30283 ,  G06F17/3053 ,  G06F17/30604 ,  G06F17/30867 ,  G06F17/30876 ,  G06F17/30994

摘要： Embodiments relate to optimizing user response rate in social media. One embodiment includes generating a model for modeling a likelihood of social media user response from data collected from social media based on social media user filtering criteria and historical information. Modeling the likelihood includes estimating ability of social media users to perform a particular task based on social media user information including tracking of the social media users, evaluating previous task responses and personality features. Social media users are selected based on estimated ability to perform the particular task for maximizing a response rate.

摘要翻译： 实施例涉及在社交媒体中优化用户响应率。 一个实施例包括基于社交媒体用户过滤标准和历史信息来生成用于从社交媒体收集的数据建模社交媒体用户响应的可能性的模型。 建模可能性包括估计社交媒体用户基于社交媒体用户信息执行特定任务的能力，包括社交媒体用户的跟踪，评估先前的任务响应和个性特征。 社交媒体用户根据估计的执行特定任务的能力进行选择，以最大化响应率。

公开(公告)号：US09026541B2

公开(公告)日：2015-05-05

申请号：US13774273

申请日：2013-02-22

申请人： International Business Machines Corporation

发明人： Jalal U. Mahmud ,  Nimrod Megiddo ,  Jeffrey W. Nichols ,  Michelle X. Zhou

IPC分类号： G06F17/30

CPC分类号： G06Q50/01 ,  G06F17/30283 ,  G06F17/3053 ,  G06F17/30604 ,  G06F17/30867 ,  G06F17/30876 ,  G06F17/30994

摘要： Embodiments of the invention relate to optimizing user response rate in social media. One embodiment includes generating a statistical model for modeling a likelihood of social media user response from data collected from social media using a set of available features. The social media users are ranked in an estimation set based on the statistical model. The ranked social media users are placed in a rank ordered list. A sub-interval on the rank ordered list is selected for maximizing the response rate.

摘要翻译： 本发明的实施例涉及在社交媒体中优化用户响应率。 一个实施例包括生成用于使用一组可用特征从社交媒体收集的数据建模社交媒体用户响应的可能性的统计模型。 基于统计模型，社交媒体用户排在一个估计集中。 排名的社交媒体用户被列入排序列表。 选择排序顺序列表上的子间隔以使响应率最大化。

公开(公告)号：US08963922B2

公开(公告)日：2015-02-24

申请号：US13705246

申请日：2012-12-05

申请人： International Business Machines Corporation

发明人： Yunyao Li ,  Huahai Yang ,  Michelle X. Zhou

IPC分类号： G06T11/20 ,  G06T1/00

CPC分类号： G06T11/20 ,  G06T1/00 ,  G06T11/206

摘要： Embodiments of the invention provide for generating a data presentation artifact. In one aspect of the invention a first data presentation object and a second data presentation object are received from a repository. The first data presentation object defines a first data presentation artifact. The second data presentation object defines a second data presentation artifact. At least one mashup operation is identified that may be performed using the first data presentation object and the second data presentation object. One or more mashup operations are selected from the identified mashup operations. A third data presentation artifact is then generated by applying the selected mashup operations to the first and the second data presentation objects.

摘要翻译： 本发明的实施例提供用于生成数据呈现伪像。 在本发明的一个方面，从存储库接收第一数据呈现对象和第二数据呈现对象。 第一个数据呈现对象定义了第一个数据呈现工件。 第二数据呈现对象定义第二数据呈现工件。 至少可以识别可以使用第一数据呈现对象和第二数据呈现对象来执行的混搭操作。 从所标识的混搭操作中选择一个或多个混搭操作。 然后通过将选择的混搭操作应用于第一和第二数据呈现对象来生成第三数据呈现工件。

公开(公告)号：US20140214831A1

公开(公告)日：2014-07-31

申请号：US13750301

申请日：2013-01-25

申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION

发明人： Chang Y. Chi ,  Qinying Liao ,  Lin Luo ,  Jeffrey W. Nichols ,  Ying-xin Pan ,  Thomas Schaeck ,  Michelle X. Zhou

IPC分类号： G06F17/30

CPC分类号： G06Q50/01 ,  G06F17/30654 ,  G06Q10/10

摘要： Embodiments include a program product and a method for providing responses to questions provided on a social media site. The method includes receiving, via a processor, a user question from a social networking site and decomposing and filtering the user question so that it can be further analyzed. The method also includes generating a list of most closely matched potential responders based on analysis of the user question and sending the most closely matched potential responders the user question. Upon receiving responses back from the most closest matched potential responders, these responses are aggregated by the processor in a final response format.

摘要翻译： 实施例包括用于对在社交媒体站点上提供的问题提供响应的程序产品和方法。 该方法包括经由处理器从社交网站接收用户问题，并分解和过滤用户问题，以便进一步分析用户问题。 该方法还包括基于对用户问题的分析和发送最接近匹配的潜在响应者的用户问题来生成最接近匹配的潜在响应者的列表。 在从最匹配的潜在响应者收到响应后，这些响应由处理器以最终响应格式聚合。