Conference Proceedings

Can Social Comments Contribute to Estimate Impression of Music Video Clips?

Abstract

The main objective of this paper is to estimate the impressions of music video clips using social comments to achieve impression-based music video clip searches or recommendation systems. To accomplish the objective, we generated a dataset that consisted of music video clips with evaluation scores on individual media and impression types. We then evaluated the precision with which each media and impression type were estimated by analyzing social comments. We also considered the possibility and limitations of using social comments to estimate impressions of content. As a result, we revealed that it is better to use proper parts-of-speech in social comments depending on each media/impression type.

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Information

Book title

The 10th International Conference on Collaboration Technologies (CollabTech 2018)

Volume

11000

Pages

115-128

Date of issue

2018/09/01

Citation

Shunki Tsuchiya, Naoki Ohno, Satoshi Nakamura, Takehiro Yamamoto. Can Social Comments Contribute to Estimate Impression of Music Video Clips?, The 10th International Conference on Collaboration Technologies (CollabTech 2018), Vol.11000, pp.115-128, 2018.

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