Patents by Inventor Arlind NOCAJ

Arlind NOCAJ 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).

  • Utilizing similarity, knowledge graphs, and machine learning models to refine/redefine a target skill profile based on skills data from employees of an entity and activate a recommendation system
    Patent number: 11961156
    Abstract: A device may receive employee data associated with an employee, and may determine, from the employee data, skill data identifying skills of the employee. The device may process the employee data and the skill data, with a similarity model, to determine similarity scores between the skills of the skill data, and may add or remove one or more skills to or from the skill data for predefined target skill profile categories to generate modified skill data. The device may compare the similarity scores and a predefined threshold to determine anchor skill data from the modified skill data, and may group the anchor skill data for corresponding pluralities of the predefined target skill profile categories to generate groups of the anchor skill data. The device may process the groups and the similarity scores, with a clustering model, to generate clustered anchor skill data, and may perform actions based on the clustered anchor skill data.
    Type: Grant
    Filed: July 13, 2020
    Date of Patent: April 16, 2024
    Assignee: Accenture Global Solutions Limited
    Inventors: Marta Aguilar Achiaga, Salvador Villora Gallardo, Arlind Nocaj, Maria Concepcion Revilla Velasco
  • UTILIZING SIMILARITY, KNOWLEDGE GRAPHS, AND MACHINE LEARNING MODELS TO REFINE/REDEFINE A TARGET SKILL PROFILE BASED ON SKILLS DATA FROM EMPLOYEES OF AN ENTITY AND ACTIVATE A RECOMMENDATION SYSTEM
    Publication number: 20210358065
    Abstract: A device may receive employee data associated with an employee, and may determine, from the employee data, skill data identifying skills of the employee. The device may process the employee data and the skill data, with a similarity model, to determine similarity scores between the skills of the skill data, and may add or remove one or more skills to or from the skill data for predefined target skill profile categories to generate modified skill data. The device may compare the similarity scores and a predefined threshold to determine anchor skill data from the modified skill data, and may group the anchor skill data for corresponding pluralities of the predefined target skill profile categories to generate groups of the anchor skill data. The device may process the groups and the similarity scores, with a clustering model, to generate clustered anchor skill data, and may perform actions based on the clustered anchor skill data.
    Type: Application
    Filed: July 13, 2020
    Publication date: November 18, 2021
    Inventors: Marta AGUILAR ACHIAGA, Salvador VILLORA GALLARDO, Arlind NOCAJ, Maria Concepcion REVILLA VELASCO