# [Predicting the Popularity of Online Content with Knowledge-enhanced Neural Networks](https://www.kdd.org/kdd2018/files/deep-learning-day/DLDay18_paper_8.pdf)

*KDD’18 Deep Learning Day, August 2018, London, UK*

###### tags: `references`


1. Datasets:

| Dataset | number of items | time span |object |
| -------- | -------- | -------- |-------- |
| Last.fm music |23120 |2006~2014 | monthly listening counts |
| MOVIELENS movies | 9260 |1995~2015 | yearly reivewing counts |
| Amazon books | 2228 | 1997~2014 | yearly reviewing counts |

2. Evaluation

3. Best performance yeilds at:
a. number of neighbors=3
b. hidden layer size=128