{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T19:04:57Z","timestamp":1648926297935},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2019,10,7]],"date-time":"2019-10-07T00:00:00Z","timestamp":1570406400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10,7]]},"abstract":"<jats:p>As a new form of Internet service, User Generated Content (UGC) community has gained popularity these years, and also attracts academic attention. The posting behavior of users is an important index to measure whether the users are active or not. Identifying the potential active users in UGC Communities helps the companies make proper management strategies, which renders the prediction of users\u2019 posting behavior important. This study used Poisson regression to examine the effect of users\u2019 past behavior and status on users\u2019 later behavior of posting. The data for analysis were extracted from ten thousand users on Qiushibaike throughout a window of three months, which included the number of posts and the number of likes, comments, and times they were featured on the home page by administrators. The results indicate that users\u2019 past comments have a negative effect on users\u2019 later posting behavior; users\u2019 past posts have a positive effect on users\u2019 later posting behavior; users\u2019 past likes and hot posts they got have a positive effect on users\u2019 later posting behavior.<\/jats:p>","DOI":"10.3233\/atde190149","type":"book-chapter","created":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:03:42Z","timestamp":1635167022000},"source":"Crossref","is-referenced-by-count":0,"title":["Prediction of Posting Behavior of Online UGC Communities Users Based on Poisson Regression"],"prefix":"10.3233","author":[{"given":"Xingyu","family":"Chen","sequence":"first","affiliation":[{"name":"College of Management, Shenzhen University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu You","family":"Ling","sequence":"additional","affiliation":[{"name":"College of Management, Shenzhen University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xianqi","family":"Hu","sequence":"additional","affiliation":[{"name":"College of Management, Shenzhen University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiuchen","family":"Lin","sequence":"additional","affiliation":[{"name":"College of Management, Shenzhen University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Zhu","sequence":"additional","affiliation":[{"name":"College of Economics, Shenzhen University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Advances in Transdisciplinary Engineering","Transdisciplinary Engineering for Complex Socio-technical Systems"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/ATDE190149","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:03:43Z","timestamp":1635167023000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/ATDE190149"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,7]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/atde190149","relation":{},"ISSN":["2352-751X","2352-7528"],"issn-type":[{"value":"2352-751X","type":"print"},{"value":"2352-7528","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,10,7]]}}}