网络协同戏剧中个性化戏剧资源推荐系统

Personalized Drama Resource Recommendation System in Cooperative Play

为了解决网络协同戏剧中戏剧创作者难于获取戏剧资源的问题,分析了现有推荐系统的不足,设计并实现了支持协同戏剧创作的个性化戏剧资源推荐系统。分析协同戏剧创作群组间的相似性,通过对用户和群组建模,搜索相似群组。然后在相似群组中寻找优秀群组,并将优秀群组成员用户评价好的戏剧资源推荐给新建戏剧创作群组成员用户。系统测试结果表明该系统能够为网络协同戏剧创作用户提供高效准确的个性化戏剧资源推荐服务。

In order to solve the problem that customers who write drama coOperatively in network cannot gain excellent drama resources, shortages of current recommendation system are analyzed. Then, a new drama resource recommendation system is proposed. Based on the similarity of teams, the system will find out similar teams. Combined user behavior model and team analysis model, outstanding teams will be found in the similar teams. Last~ excellent drama resources, shared by the users of outstanding teams, will be dig out and recommended. It is proved that the proposed system is useful to the users who write dramas cooperatively in the network.