Energy internet: the business perspective

K Zhou, S Yang, Z Shao - Applied energy, 2016 - Elsevier
Energy Internet is a new development form of energy system. It realizes the integration of
energy flow, information flow and business flow. More and more business model and service …

Eight years of AutoML: categorisation, review and trends

R Barbudo, S Ventura, JR Romero - Knowledge and Information Systems, 2023 - Springer
Abstract Knowledge extraction through machine learning techniques has been successfully
applied in a large number of application domains. However, apart from the required …

AI meets labor market: Exploring the link between automation and skills

E Colombo, F Mercorio, M Mezzanzanica - Information economics and …, 2019 - Elsevier
This paper develops a set of innovative tools for labor market intelligence by applying
machine learning techniques to web vacancies on the Italian labor market. Our approach …

Classifying online job advertisements through machine learning

R Boselli, M Cesarini, F Mercorio… - Future Generation …, 2018 - Elsevier
The rapid growth of Web usage for advertising job positions provides a great opportunity for
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …

Skills in demand for ICT and statistical occupations: Evidence from web‐based job vacancies

PG Lovaglio, M Cesarini, F Mercorio… - … Analysis and Data …, 2018 - Wiley Online Library
Online job portals collecting web vacancies have become important media for job demand
and supply matching. They also represent a growing research area for the application of …

WoLMIS: A labor market intelligence system for classifying web job vacancies

R Boselli, M Cesarini, S Marrara, F Mercorio… - Journal of intelligent …, 2018 - Springer
In the last decades, an increasing number of employers and job seekers have been relying
on Web resources to get in touch and to find a job. If appropriately retrieved and analyzed …

Data cleansing mechanisms and approaches for big data analytics: a systematic study

M Hosseinzadeh, E Azhir, OH Ahmed… - Journal of Ambient …, 2023 - Springer
With the evolution of new technologies, the production of digital data is constantly growing. It
is thus necessary to develop data management strategies in order to handle the large-scale …

Data supply chain (DSC): research synthesis and future directions

K Spanaki, Z Gürgüç, R Adams… - International Journal of …, 2018 - Taylor & Francis
In the digital economy, the volume, variety and availability of data produced in myriad forms
from a diversity of sources has become an important resource for competitive advantage …

Using machine learning for labour market intelligence

R Boselli, M Cesarini, F Mercorio… - Machine Learning and …, 2017 - Springer
The rapid growth of Web usage for advertising job positions provides a great opportunity for
real-time labour market monitoring. This is the aim of Labour Market Intelligence (LMI), a …

[PDF][PDF] Applying machine learning tools on web vacancies for labour market and skill analysis

E Colombo, F Mercorio, M Mezzanzanica - Terminator or the Jetsons, 2018 - digies.unirc.it
This paper develops a new set of tools for labor market intelligence by applying machine
learning techniques to web vacancies on the Italian labor market. Our approach allows to …