Summarizing tourist destinations by mining user-generated travelogues and photos

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 光学影像学习与分析中心

	Summarizing tourist destinations by mining user-generated travelogues and photos
	Pang, Yanwei 2; Hao, Qiang 2; Yuan, Yuan1 ; Hu, Tanji 2; Cai, Rui 3; Zhang, Lei 3
刊名	computer vision and image understanding
	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.
学科主题	computer science ; artificial intelligence ; engineering ; electrical & electronic
WOS标题词	science & technology ; technology
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
内容类型	期刊论文
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.