社交网络中单纯的线上交互已经无法满足用户的需求,一些新型的融合用户线上和线下体验的社交网络服务开始出现.文中基于国内知名的豆瓣同城活动网站,探索用户线下活动和线上行为的特点,进而研究线上线下的社交影响.通过对44天内采集到的6545个活动和近10万次参与用户的统计分析,结合对活跃用户的问卷调查和真实数据实例验证两种方式,发现线上社交影响在一定条件下推动了活动的开展,而活动的开展对用户线上社交关系的建立也有一定的促进作用.该研究有助于理解基于线下活动的社交网络及其参与者的行为特点,并验证了线下活动与线上关系的相互影响,该研究成果对于广告投放、活动组织和好友推荐等应用有重要现实意义.
Merely online interaction through the social network have can not meet the needs of users.Nowadays,some social network sites that combine both online and offline interactions are emerging,such as Douban.We studied this kind of offline events based on Douban.We analyzed the event properties,the behaviors of participants and wishers to the Douban events,and the influence between online and offline events.We collected 6545 events,nearly 100000 users in 44 days.With the combination of questionnaires with active users and experiments over the dataset collected,we find that online social interactions enhance the participation of offline events,and offline events also promoted user connections online.Our findings are significant for numerous applications such as mobile advertising,real-world event organization,and friend recommendation.