基于语义整合的社交媒体和网络感知对难民危机的影响

E. Stathopoulos, S. Diplaris, Anastasios I. Karageorgiadis, Alexandros Kokkalas, S. Vrochidis, Y. Kompatsiaris
{"title":"基于语义整合的社交媒体和网络感知对难民危机的影响","authors":"E. Stathopoulos, S. Diplaris, Anastasios I. Karageorgiadis, Alexandros Kokkalas, S. Vrochidis, Y. Kompatsiaris","doi":"10.1109/SMAP56125.2022.9942201","DOIUrl":null,"url":null,"abstract":"The refugee crises have been considered as devastating humanitarian incidents throughout human history. They involve forced migrations due to war conflicts, diseases and so on, and are more relevant to nowadays than ever. What changed during the past decades and can be exploited towards greater good is the adoption of web and social media. In this paper, the main focus delves around smart retrieving of information from online sources, such as Twitter, YouTube and culturally-dedicated websites to provide cultural experts with relevant multimedia. The final scope is to build immersive experiences about migrant stories for local communities towards a more inclusive Europe. Moreover, semantic web technologies are deployed to homogenize multi-modal data and metadata into a unified knowledge graph including ontological structures for precise annotations. Additionally, this enables knowledge extraction and insights acquisition from implicit relationships. Finally, a system-wise benchmark for all utilities is showcased to evaluate each framework distinctly.","PeriodicalId":432172,"journal":{"name":"2022 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP)","volume":"156 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Social Media and Web Sensing with Semantic Integration on the Refugee Crisis\",\"authors\":\"E. Stathopoulos, S. Diplaris, Anastasios I. Karageorgiadis, Alexandros Kokkalas, S. Vrochidis, Y. Kompatsiaris\",\"doi\":\"10.1109/SMAP56125.2022.9942201\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The refugee crises have been considered as devastating humanitarian incidents throughout human history. They involve forced migrations due to war conflicts, diseases and so on, and are more relevant to nowadays than ever. What changed during the past decades and can be exploited towards greater good is the adoption of web and social media. In this paper, the main focus delves around smart retrieving of information from online sources, such as Twitter, YouTube and culturally-dedicated websites to provide cultural experts with relevant multimedia. The final scope is to build immersive experiences about migrant stories for local communities towards a more inclusive Europe. Moreover, semantic web technologies are deployed to homogenize multi-modal data and metadata into a unified knowledge graph including ontological structures for precise annotations. Additionally, this enables knowledge extraction and insights acquisition from implicit relationships. Finally, a system-wise benchmark for all utilities is showcased to evaluate each framework distinctly.\",\"PeriodicalId\":432172,\"journal\":{\"name\":\"2022 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP)\",\"volume\":\"156 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SMAP56125.2022.9942201\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 17th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SMAP56125.2022.9942201","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

难民危机被认为是人类历史上毁灭性的人道主义事件。这些问题涉及由于战争、冲突、疾病等原因而被迫迁移的问题,比以往任何时候都更有现实意义。在过去的几十年里,网络和社交媒体的采用改变了我们的生活,我们可以利用这些改变来实现更大的好处。在本文中,主要的重点是围绕智能检索信息的在线资源,如Twitter, YouTube和文化专用网站,为文化专家提供相关的多媒体。最后一个范围是为当地社区建立一个更具包容性的欧洲移民故事的沉浸式体验。此外,利用语义web技术将多模态数据和元数据同质化成一个统一的知识图,包括本体结构,以便进行精确的标注。此外,这使得从隐式关系中提取知识和获取见解成为可能。最后,展示了针对所有实用程序的系统基准,以明确评估每个框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Social Media and Web Sensing with Semantic Integration on the Refugee Crisis
The refugee crises have been considered as devastating humanitarian incidents throughout human history. They involve forced migrations due to war conflicts, diseases and so on, and are more relevant to nowadays than ever. What changed during the past decades and can be exploited towards greater good is the adoption of web and social media. In this paper, the main focus delves around smart retrieving of information from online sources, such as Twitter, YouTube and culturally-dedicated websites to provide cultural experts with relevant multimedia. The final scope is to build immersive experiences about migrant stories for local communities towards a more inclusive Europe. Moreover, semantic web technologies are deployed to homogenize multi-modal data and metadata into a unified knowledge graph including ontological structures for precise annotations. Additionally, this enables knowledge extraction and insights acquisition from implicit relationships. Finally, a system-wise benchmark for all utilities is showcased to evaluate each framework distinctly.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信