CASIA OpenIR  > 数字内容技术与服务研究中心  > 智能技术与系统工程
Tag Recommendation for Cultural Resources
Zhiwen Lei; Yi Yang; Weixing Huang; Jian Wang
2018
Conference Name2018 IEEE International Conference on Software Quality,Reliability and Security Companion(QRS-C)
Conference Date16-20 July 2018
Conference Place,Lisbon,Portugal
Abstract

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.

Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/23830
Collection数字内容技术与服务研究中心_智能技术与系统工程
Affiliation中国科学院自动化研究所
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Zhiwen Lei,Yi Yang,Weixing Huang,et al. Tag Recommendation for Cultural Resources[C],2018.
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