Patents by Inventor Nils Anders EICKHOFF

Nils Anders EICKHOFF 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).

  • Classification and prediction of online user behavior using HMM and LSTM
    Patent number: 11790398
    Abstract: One or more embodiments herein can facilitate a process to guide a user at a digital medium. An exemplary system can comprise a memory that stores computer executable components, and a processor that executes the computer executable components stored in the memory, wherein the computer executable components can comprise an obtaining component that obtains user behavior data from a digital medium, the user behavior data defining an interaction of the user with the digital medium, a prediction component that, based on the user behavior data, predicts a path of the user within the digital medium, and a classification component that, based on the user behavior data and on the path prediction, classifies a position of the user along a defined path to a conversion objective of the digital medium. The conversion objective can comprise obtaining the user as a customer, achieving a financial transaction, or presentation of a communication.
    Type: Grant
    Filed: May 19, 2022
    Date of Patent: October 17, 2023
    Assignee: VOLVO CAR CORPORATION
    Inventors: Per Joakim Soederberg, Olle Ivan Ernevad, David Håkan Ungerth, Nils Anders Eickhoff, Alfred Lars Gillblom Neij, Joel Olof Rosko, Isak Peter Waldener
  • CLASSIFICATION AND PREDICTION OF ONLINE USER BEHAVIOR USING HMM AND LSTM
    Publication number: 20220391946
    Abstract: One or more embodiments herein can facilitate a process to guide a user at a digital medium. An exemplary system can comprise a memory that stores computer executable components, and a processor that executes the computer executable components stored in the memory, wherein the computer executable components can comprise an obtaining component that obtains user behavior data from a digital medium, the user behavior data defining an interaction of the user with the digital medium, a prediction component that, based on the user behavior data, predicts a path of the user within the digital medium, and a classification component that, based on the user behavior data and on the path prediction, classifies a position of the user along a defined path to a conversion objective of the digital medium. The conversion objective can comprise obtaining the user as a customer, achieving a financial transaction, or presentation of a communication.
    Type: Application
    Filed: May 19, 2022
    Publication date: December 8, 2022
    Inventors: Per Joakim SOEDERBERG, Olle Ivan ERNEVAD, David Håkan UNGERTH, Nils Anders EICKHOFF, Alfred Lars Gillblom NEIJ, Joel Olof ROSKO, Isak Peter WALDENER