Intelligent Social Media Mining Based on Deep Learning
Date:
Social media refers to various media platforms through which people communicate in online society, possessing significant commercial and social value, and serving as important channels for information dissemination and maintaining social relationships. Over the past few years, the Natural Language Processing team at Fudan University has conducted various intelligent mining research on social media, forming a chain of social media understanding, discovery, and prediction. This includes understanding non-standard textual content on social media, discovering valuable information from social media, and predicting user behavior on social media. This talk mainly introduces methods for predicting user behavior on social media, including microblog tag recommendation, @user (company) recommendation, retweet behavior prediction, user topic participation prediction, expert recommendation, and incorporating multimodal information in social media mining.