Marouane Birjali

A comprehensive survey on sentiment analysis: Approaches, challenges and trends

Marouane Birjali, Mohammed Kasri, Abderrahim Beni‐Hssane · Knowledge-Based Systems · 2021 · 835 citations

Natural Language Processing, Computational Social Science, Survey Methodology +15

Machine Learning and Semantic Sentiment Analysis based Algorithms for Suicide Sentiment Prediction in Social Networks

Marouane Birjali, Abderrahim Beni‐Hssane, Mohammed Erritali · Procedia Computer Science · 2017 · 133 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +20

A novel adaptive e-learning model based on Big Data by using competence-based knowledge and social learner activities

Marouane Birjali, Abderrahim Beni‐Hssane, Mohammed Erritali · Applied Soft Computing · 2018 · 67 citations

Competence-based Knowledge, Learning Management System, E-learning +10

Analyzing Social Media through Big Data using InfoSphere BigInsights and Apache Flume

Marouane Birjali, Abderrahim Beni‐Hssane, Mohammed Erritali · Procedia Computer Science · 2017 · 45 citations · Full text

Engineering, Social Medium Monitoring, Communication +18

A comparison of features extraction methods for Arabic sentiment analysis

Mohammed Kasri, Marouane Birjali, Abderrahim Beni‐Hssane · 2019 · 28 citations

Natural Language Processing, Information Extraction, Engineering +15