Patents by Inventor Christian Guttmann

Christian Guttmann 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).

  • Patent number: 11222731
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Grant
    Filed: July 30, 2019
    Date of Patent: January 11, 2022
    Assignee: International Business Machines Corporation
    Inventors: Christian Guttmann, Xing Zhi Sun
  • Publication number: 20190354572
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Application
    Filed: July 30, 2019
    Publication date: November 21, 2019
    Inventors: Christian Guttmann, Xing Zhi Sun
  • Patent number: 10394931
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Grant
    Filed: January 13, 2016
    Date of Patent: August 27, 2019
    Assignee: International Business Machines Corporation
    Inventors: Christian Guttmann, Xing Zhi Sun
  • Publication number: 20160124907
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Application
    Filed: January 13, 2016
    Publication date: May 5, 2016
    Inventors: Christian Guttmann, Xing Zhi Sun
  • Patent number: 9275425
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Grant
    Filed: December 19, 2013
    Date of Patent: March 1, 2016
    Assignee: International Business Machines Corporation
    Inventors: Christian Guttmann, Xing Zhi Sun
  • Publication number: 20150324871
    Abstract: Various embodiments perform a fair ranking of citizen sensor reports. In one embodiment, a plurality of citizen sensor reports is received. Each of the plurality of citizen sensor reports is associated with a reporting target. At least one context event is identified for each of the plurality of citizen sensor reports. An impact factor is calculated for each the identified context events with respect to their citizen sensor reports. A rank is assigned to each of the plurality of citizen sensor reports with respect to each remaining citizen sensor report in the plurality of citizen sensor reports. The rank is determined based on at last a set of information within the citizen sensor report and the impact factor calculated for the citizen sensor report.
    Type: Application
    Filed: May 6, 2014
    Publication date: November 12, 2015
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Anton BELOGLAZOV, Carlos Henrique CARDONHA, Christian GUTTMANN, Fernando KOCH, Jan RICHTER, Kent STEER
  • Publication number: 20150186617
    Abstract: A method for providing health-related recommendations based on previous end-user travel reports including: receiving data indicative of a current location or destination of a user; calculating correlation probabilities between a plurality physical conditions reported by a plurality of users in the current location or destination versus parameters of health context information of the current location or destination versus parameters of the user's profile; and providing the user with a personalized health-related recommendation based on the calculated correlation probabilities.
    Type: Application
    Filed: December 27, 2013
    Publication date: July 2, 2015
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Carlos H. Cardonha, Christian Guttmann, Fernando L. Koch
  • Publication number: 20150178622
    Abstract: Generating a data model may include receiving a raw data set and generating a first repository based on a first set of features of the raw data set, a second repository having a second set of features based on an aggregation of features of the first repository, and a third repository having a third set of features based on the first and second features sets. The data model may be generated based on a tradeoff between accuracy and provenance of the model.
    Type: Application
    Filed: December 19, 2013
    Publication date: June 25, 2015
    Applicant: International Business Machines Corporation
    Inventors: Christian Guttmann, Xing Zhi Sun