arXiv Open Access 2021

A Benchmark Dataset for Micro-video Thumbnail Selection

Liu Bo
Lihat Sumber

Abstrak

The thumbnail, as the first sight of a micro-video, plays a pivotal role in attracting users to click and watch. Although several pioneer efforts have been dedicated to jointly considering the quality and representativeness for selecting the thumbnail, they are limited in exploring the influence of users` interests. While in the real scenario, the more the thumbnails satisfy the users, the more likely the micro-videos will be clicked. In this paper, we aim to select the thumbnail of a given micro-video that meets most users` interests. Towards this end, we construct a large-scale dataset for the micro-video thumbnails. Ultimately, we conduct several baselines on the dataset and demonstrate the effectiveness of our dataset.

Topik & Kata Kunci

Penulis (1)

L

Liu Bo

Format Sitasi

Bo, L. (2021). A Benchmark Dataset for Micro-video Thumbnail Selection. https://arxiv.org/abs/2112.14958

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2021
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓