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Semantic linking between video ads and web services with progressive search
Wang, Bo ; Wang, Jinqiao ; Chen, Shi ; Duan, Ling-Yu ; Lu, Hanqing
2009
英文摘要With the proliferation of online media services, ad video has become an important way to promote various products, services and ideas. Research efforts have been devoted to the contextual advertising whereas comprehensive recommendation of video ads is less exploited. In this paper, we propose to establish a semantic linking between video ads and relevant product/service online in a cross-media manner. First, we extract a representative key frame from the ad video and then conduct a three-step progressive search (i.e., visual search, tag aggregation and textual re-search) to link video ads with relevant Web service. We search visually similar product images, rank the context textual information by tags aggregation, and refine the results by textual re-search. Finally, we collect relevant products for user recommendation. Experiments on some popular E-commerce websites like eBay and Amazon have demonstrated the attractiveness of the semantic linking. ? 2009 IEEE.; EI; 0
语种英语
DOI标识10.1109/ICDMW.2009.43
内容类型其他
源URL[http://ir.pku.edu.cn/handle/20.500.11897/263090]  
专题信息科学技术学院
推荐引用方式
GB/T 7714
Wang, Bo,Wang, Jinqiao,Chen, Shi,et al. Semantic linking between video ads and web services with progressive search. 2009-01-01.
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