An Empirical Study on Learning Based Methods for User Consumption Intention Classification

Author:

Yang Mingzhou,Wang Daling,Feng Shi,Zhang Yifei

Publisher

Springer International Publishing

Reference13 articles.

1. Pérez-Vera, S., Alfaro, R., Allende-Cid, H.: Intent classification of social media texts with machine learning for customer service improvement. In: HCI, vol. 13, pp. 258–274 (2017)

2. Shi, F., Ghedira, C.: Intention-based online consumer classification for recommendation and personalization. In: HotWeb 2016, pp. 36–41 (2016)

3. Wang, J., Cong, G., Zhao, W., Li, X.: Mining user intents in Twitter: a semi-supervised approach to inferring intent categories for tweets. In: AAAI 2015, pp. 318–324 (2015)

4. Ding, X., Liu, T., Duan, J., Nie, J.: Mining user consumption intention from social media using domain adaptive convolutional neural network. In: AAAI 2015, pp. 2389–2395 (2015)

5. Hiemstra, D.: A probabilistic justification for using tf × idf term weighting in information retrieval. Int. J. Digit. Libr. 3(2), 131–139 (2000)

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