Industrial Problem Solution
Development of Advanced NCS Job Recommendation Algorithms
2020-06-151. Company introduction
SmartSocial Co., Ltd. was founded in 2012 and is taking the lead in solving social problems by utilizing big data.
Major business areas include resolution of job mismatching, public works, youth employee tomorrow deduction, small business exploration project, youth tomorrow morning deduction operation support, student employment management, etc.
2. Problem Background and Summary
Request to resolve the issue of job recommendation using the National Competency Standards (NCS)
The goal is to provide an objective solution by utilizing national competency standards rather than recommendations based on subjective experience.
3. Solving Process
Methods for collecting and refining NCS data, traditional machine learning based on statistics, as well as deep learning to present matching algorithms suitable for web application environments
It implements matching algorithms directly to be mounted directly on the system operated by SmartSocial Co., Ltd. and provides solutions in the form of middleware web servers.
4. Ripple effects and future plans
Present engineering technology research required to implement algorithm with introduction of new machine learning as a future task
It also suggests ways to find and utilize data linked to NCS data.
1. Company introduction
SmartSocial Co., Ltd. was founded in 2012 and is taking the lead in solving social problems by utilizing big data.
Major business areas include resolution of job mismatching, public works, youth employee tomorrow deduction, small business exploration project, youth tomorrow morning deduction operation support, student employment management, etc.
2. Problem Background and Summary
Request to resolve the issue of job recommendation using the National Competency Standards (NCS)
The goal is to provide an objective solution by utilizing national competency standards rather than recommendations based on subjective experience.
3. Solving Process
Methods for collecting and refining NCS data, traditional machine learning based on statistics, as well as deep learning to present matching algorithms suitable for web application environments
It implements matching algorithms directly to be mounted directly on the system operated by SmartSocial Co., Ltd. and provides solutions in the form of middleware web servers.
4. Ripple effects and future plans
Present engineering technology research required to implement algorithm with introduction of new machine learning as a future task
It also suggests ways to find and utilize data linked to NCS data.