Interactive ads recommendation with contextual search on product topic space
Wang, Jinqiao1; Wang, Bo1; Duan, Ling-yu2; Tian, Qi3; Lu, Hanqing1
发表期刊MULTIMEDIA TOOLS AND APPLICATIONS
2014-05-01
卷号70期号:2页码:799-820
文章类型Article
摘要The rapid popularization of various online media services have attracted large amounts of consumers and shown us a large potential market of video advertising. In this paper, we propose interactive service recommendation based on ad concept hierarchy and contextual search. Instead of traditional ODP (Open Directory Project) based approach, we built a ad domain based concept hierarchy to make the most of the product details over the e-commerce sites. Firstly, we capture the summarization images related to the advertising product in the video content and search visually similar product images from the built product image database. Then, we aggregate the visual tags and textual tags with K-line clustering. Finally, we map them to the product concept space and make keywords suggestion, and users can interactively select keyframes or keywords to personalize their intentions by textual re-search. Experiments and comparison show that the system can accurately provide effective advertising suggestions.
关键词Video Advertising Video Analysis Visual-textual Search
WOS标题词Science & Technology ; Technology
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS记录号WOS:000336995900011
引用统计
被引频次:5[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/3318
专题模式识别国家重点实验室_图像与视频分析
通讯作者Wang, Jinqiao
作者单位1.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
2.Peking Univ, Sch EE&CS, Inst Digital Media, Beijing 100871, Peoples R China
3.Univ Texas San Antonio, Dept Comp Sci, San Antonio, TX 78249 USA
第一作者单位中国科学院自动化研究所
通讯作者单位中国科学院自动化研究所
推荐引用方式
GB/T 7714
Wang, Jinqiao,Wang, Bo,Duan, Ling-yu,et al. Interactive ads recommendation with contextual search on product topic space[J]. MULTIMEDIA TOOLS AND APPLICATIONS,2014,70(2):799-820.
APA Wang, Jinqiao,Wang, Bo,Duan, Ling-yu,Tian, Qi,&Lu, Hanqing.(2014).Interactive ads recommendation with contextual search on product topic space.MULTIMEDIA TOOLS AND APPLICATIONS,70(2),799-820.
MLA Wang, Jinqiao,et al."Interactive ads recommendation with contextual search on product topic space".MULTIMEDIA TOOLS AND APPLICATIONS 70.2(2014):799-820.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Interactive ads reco(3965KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Wang, Jinqiao]的文章
[Wang, Bo]的文章
[Duan, Ling-yu]的文章
百度学术
百度学术中相似的文章
[Wang, Jinqiao]的文章
[Wang, Bo]的文章
[Duan, Ling-yu]的文章
必应学术
必应学术中相似的文章
[Wang, Jinqiao]的文章
[Wang, Bo]的文章
[Duan, Ling-yu]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Interactive ads recommendation with contextual search on product topic space.pdf
格式: Adobe PDF
此文件暂不支持浏览
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。