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Tag Recommendation for Cultural Resources
Zhiwen Lei; Yi Yang; Weixing Huang; Jian Wang
Conference Name2018 IEEE International Conference on Software Quality,Reliability and Security Companion(QRS-C)
Conference Date16-20 July 2018
Conference Place,Lisbon,Portugal

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.

Document Type会议论文
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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