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公开(公告)号:US10242085B2
公开(公告)日:2019-03-26
申请号:US15059392
申请日:2016-03-03
摘要: Systems and methods for indexing data include formulating an objective function to index a dataset, a portion of the dataset including supervision information. A data property component of the objective function is determined, which utilizes a property of the dataset to group data of the dataset. A supervised component of the objective function is determined, which utilizes the supervision information to group data of the dataset. The objective function is optimized using a processor based upon the data property component and the supervised component to partition a node into a plurality of child nodes.
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公开(公告)号:US10216778B2
公开(公告)日:2019-02-26
申请号:US15088526
申请日:2016-04-01
摘要: A method of performing a search of heterogeneous data based on an input query includes: generating an index including at least two hash tables, where each hash table corresponds to a different data domain of the heterogeneous data and includes hash code sets, where at least one of the hash code sets is mapped to a hash code set of another one of the tables. The method further includes performing a hash on the input query to generate a hash code, by referring to the index, determining a first hash code set that the generated hash code belongs to, and determining a second hash code set that the determined first hash code set is mapped to, and providing at least one result based on the determined second hash code set.
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公开(公告)号:US10127300B2
公开(公告)日:2018-11-13
申请号:US14138799
申请日:2013-12-23
发明人: Barton A. Smith , Fei Wang , Wei Zhang , Michelle X. Zhou
摘要: A pairwise relationship data set with multiple attributes (such as, who, what, when, where, how) and with the what attribute (also called the topic attribute) having a word dimension and a people dimension. The data in the topic dimension of the what attribute relates to topics (including other people) relating to the specific, human, personal relationship between the first person and the second person of the pairwise pair. The what attribute data is derived by processing basis data, which includes correspondence data (that is, the substance of correspondence that the first and second persons participate in, including instant messaging and e-mail exchanges. Pairwise relationship data is displayed to a user in real time during a chat session.
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公开(公告)号:US09998550B2
公开(公告)日:2018-06-12
申请号:US14864263
申请日:2015-09-24
发明人: Rong N. Chang , Vinod Muthusamy , Wei Tan , Fei Wang , John E. Wittern
IPC分类号: G06F15/173 , H04L29/08
CPC分类号: H04L67/16 , H04L67/02 , H04L67/322
摘要: Network based service composition with variable distance conditions may be provided. A workflow definition may be received and a network topology may be built based on the workflow definition. Relational data may be received and a network instance may be built based on the network topology and the distance measurement. A plurality of network instances may be built, for example, for different distance conditions. One or more paths may be determined for a pair of services based on one or more of the network instances.
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公开(公告)号:US09779161B2
公开(公告)日:2017-10-03
申请号:US14994456
申请日:2016-01-13
发明人: Nan Cao , Ching-Yung Lin , Fei Wang , Zhen Wen
CPC分类号: G06F17/30684 , G06F17/30696 , G06F17/30716 , G06F17/30867 , G06Q10/00 , H04L51/32
摘要: Visualizing social media conflict is provided. Active users in a set of human users authoring a number of textual messages regarding a particular topic more than a threshold number of textual messages are selected. Keywords are selected that occur more than a threshold number of times within the textual messages regarding the particular topic. A sentiment score is computed for each of the keywords occurring more than the threshold number of times within the textual messages using a keyword co-occurrence graph. A sentiment of each of the active users is determined based on the computed sentiment score of each of the selected keywords that are authored by a particular active user. Two distinct groups from the active users are selected based on at least one of a relationship between the two distinct groups and a determined degree of conflict between the two distinct groups with regard to the particular topic.
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56.
公开(公告)号:US20170124469A1
公开(公告)日:2017-05-04
申请号:US14929995
申请日:2015-11-02
发明人: Jianying Hu , Zhaonan Sun , Fei Wang , Ping Zhang
摘要: An embodiment of the invention receives input including a list of drugs, drug characteristics of each drug, and known drug-disease associations including a disease and a drug having a threshold efficacy for treating the disease. For each drug in the list of drugs, a processor predicts whether the drug meets a threshold efficacy for treating a first disease based on the drug characteristics and the drug-disease associations. For each drug in the list of drugs, the processor predicts whether the drug meets a threshold efficacy for treating a second disease based on the drug characteristics and the predicting of whether the drug meets the threshold efficacy for treating the first disease. Output is generated output based on the predictions, the output including an identified drug-disease association, an identified disease-disease association, an identified chemical fingerprint for the first disease, and an identified chemical fingerprint for the second disease.
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公开(公告)号:US09641975B2
公开(公告)日:2017-05-02
申请号:US14753854
申请日:2015-06-29
发明人: Kun Bai , Jenny S. Li , Ming Li , Fei Wang , Liangzhao Zeng
CPC分类号: H04W4/023 , A61B5/0022 , A61B5/024 , A61B5/0456 , A61B5/1112 , A61B5/7275 , G06F19/00 , G06F19/30 , G16H40/67 , H04W4/029 , H04W4/14 , H04W48/04
摘要: A computer program product comprising a tangible storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for implementing a data analysis method is provided. The data analysis method includes generating first data identifying traversed cellular areas and time spent by a mobile device in each, wherein the mobile device is disposable to be carried by a user from first to second locations and to thereby traverse the cellular areas, generating second data identifying the first and second locations as well as time spent by the mobile device in each and performing, by a processor for output to a wellness professional, a wellness analysis of a user based on medical data and the first and second data.
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58.
公开(公告)号:US20170116326A1
公开(公告)日:2017-04-27
申请号:US14922496
申请日:2015-10-26
发明人: Vinod Muthusamy , Wei Tan , Fei Wang , John Erik Wittern
CPC分类号: G06F17/273 , G06F8/10 , G06F17/27 , G06F17/2765 , G06F17/277
摘要: A method, system, and recording medium for web Application Programming Interface (API) recommendation, including given a plurality of service description document, gathering a bag of words from the document, generating a service-word matrix based on the bags of words describing the service descriptions, and given a query by a user, recommending a ranked list of services based on the service-word matrix.
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59.
公开(公告)号:US20170098063A1
公开(公告)日:2017-04-06
申请号:US15289077
申请日:2016-10-07
发明人: Nan Cao , Jianying Hu , Robert K. Sorrentino , Fei Wang , Ping Zhang
摘要: A system and method for analyzing chemical data including a processor and one or more classifiers, stored in memory and coupled to the processor, which further includes an indication predictive module configured to predict whether a given chemical treats a particular indication or not and a side effect predictive module configured to predict whether a given chemical causes a side-effect or not. A correlation engine is configured to determine one or more correlations between one or more indications and one or more side effects for the given chemical and a visualization tool is configured to analyze the one or more correlations and to output results of the analysis.
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公开(公告)号:US20160283577A1
公开(公告)日:2016-09-29
申请号:US15179228
申请日:2016-06-10
发明人: Barton A. Smith , Fei Wang , Wei Zhang , Michelle X. Zhou
CPC分类号: G06F17/30598 , G06F17/30312 , G06F17/30528 , G06F17/30554 , G06F17/30867 , G06F17/30914 , G06F17/30917 , G06Q10/10 , G06Q50/01 , H04L51/046 , H04L65/1069
摘要: A pairwise relationship data set with multiple attributes (such as, who, what, when, where, how) and with the what attribute (also called the topic attribute) having a word dimension and a people dimension. The data in the topic dimension of the what attribute relates to topics (including other people) relating to the specific, human, personal relationship between the first person and the second person of the pairwise pair. The what attribute data is derived by processing basis data, which includes correspondence data (that is, the substance of correspondence that the first and second persons participate in, including instant messaging and e-mail exchanges. Pairwise relationship data is displayed to a user in real time during a chat session.
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