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Mining social media: issues and challenges 挖掘社交媒体:问题和挑战
Proceedings of the 3rd ACM SIGMM international workshop on Social media - WSM '11 Pub Date : 2011-11-30 DOI: 10.1145/2072609.2072611
Huan Liu
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引用次数: 2
Using social media to identify events 利用社交媒体识别事件
Proceedings of the 3rd ACM SIGMM international workshop on Social media - WSM '11 Pub Date : 2011-11-30 DOI: 10.1145/2072609.2072613
Xueliang Liu, Raphael Troncy, B. Huet
{"title":"Using social media to identify events","authors":"Xueliang Liu, Raphael Troncy, B. Huet","doi":"10.1145/2072609.2072613","DOIUrl":"https://doi.org/10.1145/2072609.2072613","url":null,"abstract":"We present a method to automatically detect and identify events from social media sharing web sites. Our approach is based on the observation that many photos and videos are taken and shared when events occur. We select 9 venues across the globe that demonstrate a significant activity according to the EventMedia dataset and we thoroughly evaluate our approach against an official ground truth obtained directly by scraping the event venues' web sites. The results show our ability to not only detect events with high accuracy but also mine and identify events that have not been published in popular event directories such as Last.fm, Eventful or Upcoming. In addition to the textual identification of events, we show how we can build visual summaries of past events providing viewers with a more compelling feeling of the event's atmosphere.","PeriodicalId":255184,"journal":{"name":"Proceedings of the 3rd ACM SIGMM international workshop on Social media - WSM '11","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130000220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 59
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