| Summarizing tourist destinations by mining user-generated travelogues and photos | |
Pang, Yanwei2; Hao, Qiang2; Yuan, Yuan1 ; Hu, Tanji2; Cai, Rui3; Zhang, Lei3
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| 作者部门 | 光学影像分析与学习中心 |
| 2011-03-01 | |
| 发表期刊 | COMPUTER VISION AND IMAGE UNDERSTANDING
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| ISSN | 1077-3142 |
| 卷号 | 115期号:3页码:352-363 |
| 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. |
| 文章类型 | Article |
| 关键词 | Travelogue Mining Destination Summarization User-generated Content Virtual Tour |
| 学科领域 | Computer Science |
| WOS标题词 | Science & Technology ; Technology |
| DOI | 10.1016/j.cviu.2010.10.010 |
| 收录类别 | SCI ; EI |
| 关键词[WOS] | IMAGE RETRIEVAL ; RELEVANCE |
| 语种 | 英语 |
| WOS研究方向 | Computer Science ; Engineering |
| WOS类目 | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
| WOS记录号 | WOS:000287772400007 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/10575 |
| 专题 | 光谱成像技术研究室 |
| 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. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Summarizing tourist （1666KB） | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 | |
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