publication . Research . Other literature type . 2019

Identifying AI talents among LinkedIn members, A machine learning approach

Roca, Thomas;
Open Access English
  • Published: 23 Apr 2019
Abstract
How to identify specific profiles among the hundred of millions gathered in LinkedIn? LinkedIn Economic Graph thrives on skills,<br> around 50 thousand of them are listed by LinkedIn and constitute one of the main signals to identify professions or trends. Artificial Intelligence (AI) skills, for example, can be used to identify the diffusion of AI in industries [16]. But the noise can be loud around skills for which the demand is high. Some users may add "trendy" skills on their profiles without having work experience or training related to them. On the other hand, some people may work in the broad AI ecosystem (e.g. AI recruiters, AI sales representatives, etc...
Subjects
ACM Computing Classification System: ComputingMilieux_THECOMPUTINGPROFESSION
free text keywords: Artificial Intelligence, Skills, Machine learning, Natural Language Processing, Big Data
Communities
Digital Humanities and Cultural Heritage
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Research . 2019
Provider: ZENODO
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Other literature type . 2019
Provider: Datacite
Zenodo
Other literature type . 2019
Provider: Datacite
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publication . Research . Other literature type . 2019

Identifying AI talents among LinkedIn members, A machine learning approach

Roca, Thomas;