中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Summarizing tourist destinations by mining user-generated travelogues and photos

文献类型:期刊论文

作者Pang, Yanwei2; Hao, Qiang2; Yuan, Yuan1; Hu, Tanji2; Cai, Rui3; Zhang, Lei3
刊名computer vision and image understanding
出版日期2011-03-01
卷号115期号:3页码:352-363
关键词Travelogue mining Destination summarization User-generated content Virtual tour
ISSN号1077-3142
英文摘要automatically summarizing tourist destinations with both textual and visual descriptions is highly desired for online services such as travel planning, to facilitate users to understand the local characteristics of tourist destinations. travelers are contributing a great deal of user-generated travelogues and photos on the web, which contain abundant travel-related information and cover various aspects (e.g., landmarks, styles, activities) of most locations in the world. to leverage the collective knowledge of travelers for destination summarization, in this paper we propose a framework which discovers location-representative tags from travelogues and then select relevant and representative photos to visualize these tags. the learnt tags and selected photos are finally organized appropriately to provide an informative summary which describes a given destination both textually and visually. experimental results based on a large collection of travelogues and photos show promising results on destination summarization. (c) 2010 elsevier inc. all rights reserved.
WOS标题词science & technology ; technology
学科主题computer science ; artificial intelligence ; engineering ; electrical & electronic
类目[WOS]computer science, artificial intelligence ; engineering, electrical & electronic
研究领域[WOS]computer science ; engineering
关键词[WOS]image retrieval ; relevance
收录类别SCI ; EI
语种英语
WOS记录号WOS:000287772400007
公开日期2011-09-30
源URL[http://ir.opt.ac.cn/handle/181661/10575]  
专题西安光学精密机械研究所_光学影像学习与分析中心
作者单位1.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China
2.Tianjin Univ, Sch Elect Informat Engn, Tianjin 300072, Peoples R China
3.Microsoft Res Asia, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Pang, Yanwei,Hao, Qiang,Yuan, Yuan,et al. Summarizing tourist destinations by mining user-generated travelogues and photos[J]. computer vision and image understanding,2011,115(3):352-363.
APA Pang, Yanwei,Hao, Qiang,Yuan, Yuan,Hu, Tanji,Cai, Rui,&Zhang, Lei.(2011).Summarizing tourist destinations by mining user-generated travelogues and photos.computer vision and image understanding,115(3),352-363.
MLA Pang, Yanwei,et al."Summarizing tourist destinations by mining user-generated travelogues and photos".computer vision and image understanding 115.3(2011):352-363.

入库方式: OAI收割

来源:西安光学精密机械研究所

浏览0
下载0
收藏0
其他版本

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。