Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …

A changing job market, influenced by different factors such as globalization and
demographic growth, urges close monitoring. The digitization of the job market has given the …

Skill Extraction (SE) is an important and widely-studied task useful to gain insights into labor
market dynamics. However, there is a lacuna of datasets and annotation guidelines; …

The job market is evolving continuously due to changes in economic landscapes,
technological improvements, and skill requirements. In the era of digitalization, a wealth of …

Talent demand and supply forecasting aims to model the variation of the labor market, which
is crucial to companies for recruitment strategy adjustment and to job seekers for proactive …

Occupational skill demand (OSD) forecasting seeks to predict dynamic skill demand specific
to occupations, beneficial for employees and employers to grasp occupational nature and …

Nowadays, social networks have become highly relevant in the professional field, in terms of
the possibility of sharing profiles, skills and jobs. LinkedIn has become the social network …

We live in the information age and, ironically, meeting the core function of journalism—ie, to
provide people with access to unbiased information—has never been more difficult. This …

At LinkedIn, we want to create economic opportunity for everyone in the global workforce. To
make this happen, LinkedIn offers a reactive Job Search system, and a proactive Jobs You …

Collaborative filtering recommendation systems are traditionally trained in a batch manner
and are designed to produce personalized recommendations for a large number of users at …