Patents by Inventor John Medicke
John Medicke has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20220261766Abstract: A method, system and computer program product for assessing similarity between two job description documents. Job description documents consist of sentences framed in a particular manner, where the sentences are represented as a set of actions, an object corresponding to each action and a set of attributes corresponding to the object. The two job description documents are parsed to generate a first and a second set of an action-object-attribute triplet representation, where the first set of the action-object-attribute triplet representation is associated with the first job description document and the second set of the action-object-attribute triplet representation is associated with the second job description document. A similarity score between the first and second sets of action-object-attribute triplet representations is then calculated by hierarchically matching the first and second sets of action-object-attribute triplet representations across the job description documents.Type: ApplicationFiled: April 26, 2022Publication date: August 18, 2022Inventors: David G. George, Sudhanshu S. Singh, Joydeep Mondal, Sarthak Ahuja, John A. Medicke, Amanda Klabzuba
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Patent number: 11410130Abstract: A method, system and computer program product for assessing similarity between two job description documents. Job description documents consist of sentences framed in a particular manner, where the sentences are represented as a set of actions, an object corresponding to each action and a set of attributes corresponding to the object. The two job description documents are parsed to generate a first and a second set of an action-object-attribute triplet representation, where the first set of the action-object-attribute triplet representation is associated with the first job description document and the second set of the action-object-attribute triplet representation is associated with the second job description document. A similarity score between the first and second sets of action-object-attribute triplet representations is then calculated by hierarchically matching the first and second sets of action-object-attribute triplet representations across the job description documents.Type: GrantFiled: December 27, 2017Date of Patent: August 9, 2022Assignee: International Business Machines CorporationInventors: David G. George, Sudhanshu S. Singh, Joydeep Mondal, Sarthak Ahuja, John A. Medicke, Amanda Klabzuba
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Publication number: 20190197482Abstract: A method, system and computer program product for assessing similarity between two job description documents. Job description documents consist of sentences framed in a particular manner, where the sentences are represented as a set of actions, an object corresponding to each action and a set of attributes corresponding to the object. The two job description documents are parsed to generate a first and a second set of an action-object-attribute triplet representation, where the first set of the action-object-attribute triplet representation is associated with the first job description document and the second set of the action-object-attribute triplet representation is associated with the second job description document. A similarity score between the first and second sets of action-object-attribute triplet representations is then calculated by hierarchically matching the first and second sets of action-object-attribute triplet representations across the job description documents.Type: ApplicationFiled: December 27, 2017Publication date: June 27, 2019Inventors: David G. George, Sudhanshu S. Singh, Joydeep Mondal, Sarthak Ahuja, John A. Medicke, Amanda Klabzuba
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Patent number: 9053137Abstract: A system to identify database triggers in a data processing system. A request is received to create a database monitor for a specific application event and in response to receiving the request to create the database monitor, the database monitor is created. Then, a request is received to monitor the specific application event within a database and in response to receiving the request to monitor the specific application event, a replicate database of the database is created. Subsequently, the database is compared to the replicate database after the specific application event occurs to identify changes in the database associated with the specific application event. A best candidate is identified for a database trigger based upon the identified changes in the database associated with the specific application event.Type: GrantFiled: October 14, 2008Date of Patent: June 9, 2015Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: John A. Medicke, Feng-wei Chen Russell, Michael William Smith, Ray Zhong Tan
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Patent number: 8943010Abstract: An automated incremental solution deployment strategy created for an enterprise organization based upon evaluation of a set of possible information technology solution alternatives within an automated architectural framework is received. An information technology solution is incrementally deployed and incrementally selected from the set of possible information technology solution alternatives during the incremental deployment using the automated incremental solution deployment strategy.Type: GrantFiled: January 13, 2012Date of Patent: January 27, 2015Assignee: International Business Machines CorporationInventors: William E. Hutson, Samuel R. McHan, John A. Medicke, Christopher H. L. Wicher
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Patent number: 8359193Abstract: A method, computer system and/or computer program product pre-highlight text that is located in a search. A text highlight and a triple statement semantic annotation based on the text highlight of a first document are received. The triple statement semantic annotation comprises a subject, a relationship and an object. A natural language processing (NLP) pattern based on the triple statement semantic annotation is generated. The NLP pattern is representative of a linguistic pattern between the text highlight and the triple statement semantic annotation. A multi-dimensional linguistic profile is generated based on the text highlight, the triple statement semantic annotation and the NLP pattern, wherein the multi-dimensional linguistic profile defines entities, relationships and attributes associated with document text. Text in a second document is compared with the multi-dimensional linguistic profile, and text in the second document is highlighted based on the comparison.Type: GrantFiled: December 31, 2009Date of Patent: January 22, 2013Assignee: International Business Machines CorporationInventors: Feng-Wei Chen, Julius Goth, III, John A. Medicke, William D. Reed
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Patent number: 8359191Abstract: In some embodiments, a method comprises receiving a tag cloud including tags that hyperlink to web content. The method can also comprise separating the tags into different linguistic categories, assigning a weight to each tag, and grouping the tags into clusters, wherein tags in a cluster are associated with a context. The method can also include determining one or more domains for the tag clusters, wherein a domain is a broadest class that defines one or more of the tags in a linguistic category, determining a hierarchy for the tags based on the weights of the tags, and identifying linguistic relationships between the tags. The method can also comprise determining properties associated with one or more of the tags and one or more of the domains, wherein the tag's properties are determined using linguistic analysis and storing the tags, the hierarchies, the linguistic relationships, and the properties.Type: GrantFiled: August 1, 2008Date of Patent: January 22, 2013Assignee: International Business Machines CorporationInventors: Feng-Wei Chen, David G. George, John A. Medicke
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Publication number: 20120116833Abstract: An automated incremental solution deployment strategy created for an enterprise organization based upon evaluation of a set of possible information technology solution alternatives within an automated architectural framework is received. An information technology solution is incrementally deployed and incrementally selected from the set of possible information technology solution alternatives during the incremental deployment using the automated incremental solution deployment strategy.Type: ApplicationFiled: January 13, 2012Publication date: May 10, 2012Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: William E. Hutson, Samuel R. McHan, John A. Medicke, Christopher H. L. Wicher
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Patent number: 8140455Abstract: Information technology solution alternatives for an enterprise organization are evaluated within an automated architectural framework based upon one or more information technology evaluation metrics. An automated incremental solution deployment strategy is created based upon the evaluated plurality of information technology solution alternatives. An information technology solution is selected from the set of information technology solution alternatives for deployment based upon the automated incremental solution deployment strategy.Type: GrantFiled: May 10, 2011Date of Patent: March 20, 2012Assignee: International Business Machines CorporationInventors: William E. Hutson, Samuel R. McHan, John A. Medicke, Christopher H. L. Wicher
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Publication number: 20110213635Abstract: Information technology solution alternatives for an enterprise organization are evaluated within an automated architectural framework based upon one or more information technology evaluation metrics. An automated incremental solution deployment strategy is created based upon the evaluated plurality of information technology solution alternatives. An information technology solution is selected from the set of information technology solution alternatives for deployment based upon the automated incremental solution deployment strategy.Type: ApplicationFiled: May 10, 2011Publication date: September 1, 2011Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: William E. Hutson, Samuel R. McHan, JR., John A. Medicke, Christopher H. L. Wicher
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Patent number: 7996347Abstract: A set of information technology solution alternatives is generated for an enterprise organization. The information technology solution alternatives are evaluated within an automated architectural framework based upon one or more information technology evaluation metrics. An automated incremental solution deployment strategy is created based upon the evaluated plurality of information technology solution alternatives. An information technology solution is selected from the set of information technology solution alternatives for deployment based upon the automated incremental solution deployment strategy.Type: GrantFiled: April 4, 2008Date of Patent: August 9, 2011Assignee: International Business Machines CorporationInventors: William E. Hutson, Samuel R. McHan, Jr., John A. Medicke, Christopher H. L. Wicher
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Publication number: 20110161070Abstract: A method, computer system and/or computer program product pre-highlight text that is located in a search. A text highlight and a triple statement semantic annotation based on the text highlight of a first document are received. The triple statement semantic annotation comprises a subject, a relationship and an object. A natural language processing (NLP) pattern based on the triple statement semantic annotation is generated. The NLP pattern is representative of a linguistic pattern between the text highlight and the triple statement semantic annotation. A multi-dimensional linguistic profile is generated based on the text highlight, the triple statement semantic annotation and the NLP pattern, wherein the multi-dimensional linguistic profile defines entities, relationships and attributes associated with document text. Text in a second document is compared with the multi-dimensional linguistic profile, and text in the second document is highlighted based on the comparison.Type: ApplicationFiled: December 31, 2009Publication date: June 30, 2011Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: FENG-WEI CHEN, JULIUS GOTH, III, JOHN A. MEDICKE, WILLIAM D. REED
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Patent number: 7743068Abstract: A computerized method, system and program product for generating a data mining model. A user can provide objectives for the model and sample data to train, validate, and test the model. A rules system can automatically select a set of algorithms based on the objectives and/or sample data. A plurality of datasets can also be created from the sample data. Using the datasets, the set of algorithms can be optimized for the particular data on which it is intended to be used. The data mining model can then be generated from the optimized set of algorithms.Type: GrantFiled: October 25, 2007Date of Patent: June 22, 2010Assignee: International Business Machines CorporationInventors: Feng-wei Chen Russell, Ameet M. Kini, John A. Medicke, Jr., Betsy M. Plunket, Ashish Sureka
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Patent number: 7739297Abstract: A computerized method, system and program product for generating a data mining model. A user can provide objectives for the model and sample data to train, validate, and test the model. A rules system can automatically select a set of algorithms based on the objectives and/or sample data. A plurality of datasets can also be created from the sample data. Using the datasets, the set of algorithms can be optimized for the particular data on which it is intended to be used. The data mining model can then be generated from the optimized set of algorithms.Type: GrantFiled: October 25, 2007Date of Patent: June 15, 2010Assignee: International Business Machines CorporationInventors: Feng-wei Chen Russell, Ameet M. Kini, John A. Medicke, Jr., Betsy M. Plunket, Ashish Sureka
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Patent number: 7734645Abstract: A computerized method, system and program product for generating a data mining model. A user can provide objectives for the model and sample data to train, validate, and test the model. A rules system can automatically select a set of algorithms based on the objectives and/or sample data. A plurality of datasets can also be created from the sample data. Using the datasets, the set of algorithms can be optimized for the particular data on which it is intended to be used. The data mining model can then be generated from the optimized set of algorithms.Type: GrantFiled: October 25, 2007Date of Patent: June 8, 2010Assignee: International Business Machines CorporationInventors: Feng-wei Chen Russell, Ameet M. Kini, John A. Medicke, Jr., Betsy M. Plunket, Ashish Sureka
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Publication number: 20100030552Abstract: In some embodiments, a method comprises receiving a tag cloud including tags that hyperlink to web content. The method can also comprise separating the tags into different linguistic categories, assigning a weight to each tag, and grouping the tags into clusters, wherein tags in a cluster are associated with a context. The method can also include determining one or more domains for the tag clusters, wherein a domain is a broadest class that defines one or more of the tags in a linguistic category, determining a hierarchy for the tags based on the weights of the tags, and identifying linguistic relationships between the tags. The method can also comprise determining properties associated with one or more of the tags and one or more of the domains, wherein the tag's properties are determined using linguistic analysis and storing the tags, the hierarchies, the linguistic relationships, and the properties.Type: ApplicationFiled: August 1, 2008Publication date: February 4, 2010Applicant: International Business Machines CorporationInventors: Feng-Wei Chen, David G. George, John A. Medicke
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Publication number: 20090254504Abstract: A set of information technology solution alternatives is generated for an enterprise organization. The information technology solution alternatives are evaluated within an automated architectural framework based upon one or more information technology evaluation metrics. An automated incremental solution deployment strategy is created based upon the evaluated plurality of information technology solution alternatives. An information technology solution is selected from the set of information technology solution alternatives for deployment based upon the automated incremental solution deployment strategy.Type: ApplicationFiled: April 4, 2008Publication date: October 8, 2009Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATIONInventors: William E. Hutson, Samuel R. McHan, Jr., John A. Medicke, Christopher H.L. Wicher
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Publication number: 20090144276Abstract: Under the present invention, a data exploration system, a customized model system and an existing model system are provided. The data exploration system analyzes user data to identify statistical information such as data distribution, data relationships, data outliners and invalid or missing data values. The customized model center iteratively generates customized data mining models in parallel based on permutations of the user data, user-provided business parameters and/or a set of model generation algorithms. The existing model system provides users with a library of existing data mining models, assembled based on the business parameters, from which they can choose one or more. In any event, any customized or existing data mining models selected can be run against the user data in parallel.Type: ApplicationFiled: January 5, 2009Publication date: June 4, 2009Inventors: Feng-wei Chen Russell, Ameet M. Kini, Marcelo Cunha Loureiro, John A. Medicke, JR., Betsy M. Plunket, Ashish Sureka
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Patent number: 7530012Abstract: Computations included in analytics of a multi-dimensional cube are generated by analyzing a spreadsheet corresponding to data downloaded from the multi-dimensional cube so as to automatically convert a formula utilizing the downloaded data contained in the spreadsheet into a language of the multi-dimensional cube so as to provide a converted formula. The converted formula is incorporated into the multi-dimensional cube as a computed member.Type: GrantFiled: May 22, 2003Date of Patent: May 5, 2009Assignee: International Business Machines CorporationInventors: John A. Medicke, Feng-Wei Chen Russell, Stephen H. Rutledge
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Patent number: 7523106Abstract: Under the present invention, a data exploration system, a customized model system and an existing model system are provided. The data exploration system analyzes user data to identify statistical information such as data distribution, data relationships, data outliners and invalid or missing data values. The customized model center iteratively generates customized data mining models in parallel based on permutations of the user data, user-provided business parameters and/or a set of model generation algorithms. The existing model system provides users with a library of existing data mining models, assembled based on the business parameters, from which they can choose one or more. In any event, any customized or existing data mining models selected can be run against the user data in parallel.Type: GrantFiled: November 24, 2003Date of Patent: April 21, 2009Assignee: International Business Machines CoporationInventors: Feng-wei Chen Russell, Ameet M. Kini, Marcelo Cunha Loureiro, John A. Medicke, Jr., Betsy M. Plunket, Ashish Sureka