{"title":"社交媒体中用户-内容交互的比较时间分析","authors":"Jan Hauffa, Georg Groh","doi":"10.1145/3345645.3351102","DOIUrl":null,"url":null,"abstract":"How long does content published via online social networks and media receive attention? We derive a novel definition of content lifetime from the temporal distribution of user-content interactions and apply it to a comparative study of multiple traditional and modern online social media. This characterization of lifetime is not only relevant for learning about human behavior on social media; when designing an experiment on social media data that involves temporal quantization, it can assist in making a principled choice of interval size. We find that across all media, interactions take place on four main time scales: short term activity of at most 15 minutes, medium term activity in the range of one hour and two days, respectively, and long term activity of two weeks or more.","PeriodicalId":408440,"journal":{"name":"Proceedings of the 5th International Workshop on Social Media World Sensors","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"A Comparative Temporal Analysis of User-Content-Interaction in Social Media\",\"authors\":\"Jan Hauffa, Georg Groh\",\"doi\":\"10.1145/3345645.3351102\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"How long does content published via online social networks and media receive attention? We derive a novel definition of content lifetime from the temporal distribution of user-content interactions and apply it to a comparative study of multiple traditional and modern online social media. This characterization of lifetime is not only relevant for learning about human behavior on social media; when designing an experiment on social media data that involves temporal quantization, it can assist in making a principled choice of interval size. We find that across all media, interactions take place on four main time scales: short term activity of at most 15 minutes, medium term activity in the range of one hour and two days, respectively, and long term activity of two weeks or more.\",\"PeriodicalId\":408440,\"journal\":{\"name\":\"Proceedings of the 5th International Workshop on Social Media World Sensors\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 5th International Workshop on Social Media World Sensors\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3345645.3351102\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 5th International Workshop on Social Media World Sensors","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3345645.3351102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Comparative Temporal Analysis of User-Content-Interaction in Social Media
How long does content published via online social networks and media receive attention? We derive a novel definition of content lifetime from the temporal distribution of user-content interactions and apply it to a comparative study of multiple traditional and modern online social media. This characterization of lifetime is not only relevant for learning about human behavior on social media; when designing an experiment on social media data that involves temporal quantization, it can assist in making a principled choice of interval size. We find that across all media, interactions take place on four main time scales: short term activity of at most 15 minutes, medium term activity in the range of one hour and two days, respectively, and long term activity of two weeks or more.
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