影视知识图谱数据集

本数据集通过整理豆瓣开放数据集而来，形成影视知识图谱数据库，实体包含电影、参演人员（演员、导演）、用户、题材、标签、语言和地区，关系包含[导演]-<执导>-[电影]、[演员]-<出演>-[电影]、[电影]-<属于题材>-[题材]、[电影]-<所在地区>-[地区]、[电影]-<拥有标签>-[标签]、[电影]-<属于语言>-[语言]、[用户]-<评价>-[电影]。数据集实体总数841229，关系总数5060405。该数据集可用于图谱数据的可视化展示和探索，同时也用于推荐系统模型的训练。This dataset is compiled from Douban's open datasets, forming a film and television knowledge graph database. The entities include movies, cast members (actors and directors), users, genres, tags, languages and regions. The relationships are as follows: [Director] -<directed>- [Movie], [Actor] -<starred in>- [Movie], [Movie] -<belongs to genre>- [Genre], [Movie] -<is located in>- [Region], [Movie] -<has tag>- [Tag], [Movie] -<uses language>- [Language], [User] -<rated>- [Movie]. The dataset has a total of 841,229 entities and 5,060,405 relationships. It can be used for visual display and exploration of knowledge graph data, as well as for training recommendation system models.

搜集汇总

背景与挑战

背景概述

该影视知识图谱数据集基于豆瓣开放数据构建，包含电影、演员、导演等7类实体和7种关系，总计84万实体和506万关系，数据量648.18MB。适用于知识图谱可视化展示和推荐系统模型训练。