Tag Recommendation for Cultural Resources | |
Zhiwen Lei; Yi Yang; Weixing Huang; Jian Wang | |
2018 | |
会议日期 | 16-20 July 2018 |
会议地点 | ,Lisbon,Portugal |
英文摘要 | We propose a new tag recommendation method for the public digit cultural resources we collected in related program. We use LDA and Word2Vec to preprocess the resource and tag, map them to different vector space respectively. After that, we calculate the relevance of each resource and all tags by using Deep Structured Semantic Model. Lastly, range the result of calculation and treat the top N tags as the extended tags of a resource. Result show the good performance of our tag recommendation method. |
语种 | 英语 |
内容类型 | 会议论文 |
源URL | [http://ir.ia.ac.cn/handle/173211/23830] |
专题 | 数字内容技术与服务研究中心_智能技术与系统工程 |
作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Zhiwen Lei,Yi Yang,Weixing Huang,et al. Tag Recommendation for Cultural Resources[C]. 见:. ,Lisbon,Portugal. 16-20 July 2018. |
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