Job profile generation based on intranet usage

A method for job profile generation on a computer, the method comprising:

• receiving employee intranet usage data related to each employee of a company, wherein the intranet usage data is at least one member selected from a date performed, an event description, and an intranet link associated with an event;
• storing the received employee intranet usage data in a database;
• identifying a portion of the stored employee intranet usage data related to each employee of the company which is associated with a first employee;
• utilizing machine learning to provide associated tags for each event description and each intranet link in the portion of the stored employee intranet usage data;
• providing associated keywords for each event description, each intranet link and each associated tag in the portion of the stored employee intranet usage data;
• transmitting the portion of the stored employee intranet usage data, the associated tags and the associated keywords, to a recommender system, wherein the recommender system identifies one or more required job skills of the first employee, based on the transmitted portion,
• wherein training of the recommender system comprises training with sample lists of associated tags and keywords from the employee intranet usage data, generating a group of sample lists and identifying a best list of the group of sample lists based on a fitness function associated with each sample list of the group of sample lists;
• and
• generating a job profile based on the one or more identified required job skills of the first employee.

A method for job profile generation on a computer, the method comprising:

• receiving employee intranet usage data related to each employee of a company, wherein the intranet usage data is at least one member selected from a date performed, an event description, and an intranet link associated with an event;
• storing the received employee intranet usage data in a database;
• identifying a portion of the stored employee intranet usage data related to each employee of the company which is associated with a first employee;
• utilizing machine learning to provide associated tags for each event description and each intranet link in the portion of the stored employee intranet usage data;
• providing associated keywords for each event description, each intranet link and each associated tag in the portion of the stored employee intranet usage data;
• transmitting the portion of the stored employee intranet usage data, the associated tags and the associated keywords, to a recommender system, wherein the recommender system identifies one or more required job skills of the first employee, based on the transmitted portion;
• and
• generating a job profile based on the one or more identified required job skills of the first employee.