@INPROCEEDINGS{XXQS+12, author = {Shuo Xu and Lijun Zhu and Xiaodong Qiao and Qingwei Shi and Jie Gui}, title = {Topic Linkages between Papers and Patents}, booktitle = {Proceedings of the 4th International Conference on Advanced Science and Technology}, year = {2012}, pages = {176--183}, location = {Beijing, China}, publisher = {Science and Engineering Research Support soCiety (SERSC)}, abstract = {The papers and patents are usually considered as the indicators of basic science studies and technologies, respectively. Previous linkage research between papers and patents mainly focus on the analysis of non-patent literature cited by patent from the viewpoint of citation analysis. Thus, one will miss many valuable scientific papers that are not cited by patents until now. This paper proposes a simple procedure for constructing topic linkages between papers and patents by analyzing these two kinds of information resources simultaneously. Experimental results on \emph{new energy vehicles} indicate that our approach is feasible and efficient.}, keywords = {Topic Linkages \sep Topic Models \sep Topic Similarity \sep Latent Dirichlet Allocation \sep Optimal Transportation Problem}, } 全文见： TopicLinkage.pdf 宣讲幻灯片见： TopicLinkages (Slides).pdf
标签: linkage
