Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network

@inproceedings{Ding2015MiningUC,
  title={Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network},
  author={Xiao Ding and Ting Liu and Junwen Duan and Jian-Yun Nie},
  booktitle={AAAI},
  year={2015}
}
Social media platforms are often used by people to express their needs and desires. Such data offer great opportunities to identify users’ consumption intention from user-generated contents, so that better tailored products or services can be recommended. However, there have been few efforts on mining commercial intents from social media contents. In this paper, we investigate the use of social media data to identify consumption intentions for individuals. We develop a Consumption Intention… CONTINUE READING

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