Skill2vec
Introduced by Van-Duyet et al. in Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job Description
Collects a huge number of job descriptions from Dice.com - one of the most popular career website about Tech jobs in USA. From these job descriptions, skills are extracted for each one by using skills dictionary. Now, the dataset is presented by a list of collections of skills based on job descriptions. After crawling, there are a total of 5GB with more than 1,400,000 job descriptions. From these data, skills are extracted and performed as a list of skills in the same context, the context here includes skills in the same job description.
Source: Skill2vec: Machine Learning Approach for Determining the Relevant Skills from Job DescriptionPapers
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