International business machines corporation (20240193523). VIRTUAL CAREER MENTOR THAT CONSIDERS SKILLS AND TRAJECTORY simplified abstract
Contents
VIRTUAL CAREER MENTOR THAT CONSIDERS SKILLS AND TRAJECTORY
Organization Name
international business machines corporation
Inventor(s)
Fearghal O'donncha of Aran Islands (IE)
VIRTUAL CAREER MENTOR THAT CONSIDERS SKILLS AND TRAJECTORY - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240193523 titled 'VIRTUAL CAREER MENTOR THAT CONSIDERS SKILLS AND TRAJECTORY
- Simplified Explanation:**
The patent application describes a virtual assistant career mentor that offers personalized career recommendations to users. The system identifies gaps in the user's profile compared to a desired position, assigns tasks to address these gaps, generates performance scores, and provides recommendations for actions to achieve the desired position.
- Key Features and Innovation:**
- Personalized career recommendations based on user profiles and desired positions
- Task assignment to address gaps in user profiles
- Performance scoring using reinforcement learning
- Recommendations generated using machine learning
- Focus on helping users achieve their desired career goals
- Potential Applications:**
This technology can be applied in career counseling, job search platforms, educational institutions, and professional development programs.
- Problems Solved:**
The technology helps users identify and address gaps in their profiles that may prevent them from achieving their desired career positions. It offers personalized guidance and recommendations to help users reach their career goals.
- Benefits:**
- Personalized career guidance
- Task-based approach to skill development
- Performance scoring for progress tracking
- Machine learning-driven recommendations for career advancement
- Commercial Applications:**
The technology can be used in career coaching services, HR departments, online job platforms, and educational institutions to provide personalized career guidance and support users in achieving their career goals.
- Prior Art:**
Prior art related to this technology may include existing virtual assistant systems, career counseling platforms, and machine learning models used for personalized recommendations in various domains.
- Frequently Updated Research:**
Stay updated on advancements in virtual assistant technologies, machine learning algorithms for personalized recommendations, and career development strategies to enhance the effectiveness of the virtual assistant career mentor system.
- Questions about Virtual Assistant Career Mentor:**
1. How does the system determine the gaps in a user's profile compared to a desired position? 2. What are the key components of the reinforcement learning model used for performance scoring?
Original Abstract Submitted
in an approach for a virtual assistant career mentor that provides a user with personalized career recommendations, a processor identifies a position a user wishes to achieve in a request for a personalized career recommendation. a processor compares a user profile of the user to a marketplace profile for the position to determine whether there are one or more gaps in the user profile that would prevent the user from achieving the position. responsive to determining there is a gap in the user profile, a processor assigns the user a task to address the gap in the user profile. a processor generates a performance score using a reinforcement learning model. responsive to updating the user profile with the performance score, a processor generates a recommendation using machine learning, wherein the recommendation includes a series of actions the user may take to achieve the position identified and an appropriate timeline.
