Seyed Faridoddin Kiaei
Mining, Visualization, NLP, ML
Title of Thesis
Designing and implementing an Emotions Analytic System (EAS) on Instagram social network data
Description of Thesis
Nowadays, thanks to spread of social media, and huge amount of data in Internet, the need for changing how we look and interpret data is evolving. Visualization is one of the most important fields in data science. About growing usage of social media, analyzing the data they contain is crucial. In this research, I developed and deployed an emotions analytic system for Instagram in Persian. In this system, I analyze emotions and words that user writes, and visualize them by visualizing techniques. Over 370,000 Instagram comments have been collected with the help of data crawlers that we developed, after that I prepared the data and preprocessed them as my data; including normalizing, finding the keywords and etc. I developed this system by python.