{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T02:37:14Z","timestamp":1722911834018},"reference-count":27,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T00:00:00Z","timestamp":1581292800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61572469","91646120","U1836206"],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Int J Communication"],"published-print":{"date-parts":[[2020,4]]},"abstract":"Summary<\/jats:title>In social e\u2010commerce environment, consumers share commodity information with others frequently. It is urgent for social e\u2010commerce enterprises or merchants to learn rules about commodity information dissemination so as to improve the purchase rate of goods and predict the sales trend at the same time. In this paper, we extend the social e\u2010commerce customers' purchasing behavior game model (SECPG model) to simulate multiple complex social e\u2010commerce networks, so as to further quantify internal relation between users' information dissemination and online shopping behavior to a certain extent and predict the purchase rate in diverse social e\u2010commerce networks. The concept of relationship update frequency is introduced to the updating mechanism in social e\u2010commerce, and simulations are carried out for networks with various update frequency of social relations. Numerical simulations show that individuals' reputation and cost\u2010to\u2010benefit ratio both have specific ranges of influence on the purchase rate in social e\u2010commerce environment. And relationship update frequency is also a key factor for users to spread purchase information.<\/jats:p>","DOI":"10.1002\/dac.4149","type":"journal-article","created":{"date-parts":[[2020,2,10]],"date-time":"2020-02-10T08:31:21Z","timestamp":1581323481000},"update-policy":"http:\/\/dx.doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["A SECPG model for purchase behavior analysis in social e\u2010commerce environment"],"prefix":"10.1002","volume":"33","author":[{"given":"Junjie","family":"Lv","sequence":"first","affiliation":[{"name":"Business School Beijing Technology and Business University Beijing China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-0338-0507","authenticated-orcid":false,"given":"Tong","family":"Wang","sequence":"additional","affiliation":[{"name":"Business School Beijing Technology and Business University Beijing China"}]},{"given":"Hao","family":"Wang","sequence":"additional","affiliation":[{"name":"China Postal Express & Logistics Company Limited Beijing China"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3365-5655","authenticated-orcid":false,"given":"Jianye","family":"Yu","sequence":"additional","affiliation":[{"name":"Information School Beijing Wuzi University Beijing China"}]},{"given":"Yuanzhuo","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Computing Technology Chinese Academy of Sciences Beijing China"}]}],"member":"311","published-online":{"date-parts":[[2020,2,10]]},"reference":[{"issue":"2","key":"e_1_2_7_2_1","first-page":"63","article-title":"A model for understanding social commerce","volume":"4","author":"Afrasiabi\u00a0Rad Amir","year":"2011","journal-title":"J Inf Syst Appl Res"},{"issue":"10","key":"e_1_2_7_3_1","first-page":"117","article-title":"A review of social commerce research","volume":"32","author":"Zong QJ","year":"2013","journal-title":"J Intell"},{"key":"e_1_2_7_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2012.12.003"},{"key":"e_1_2_7_5_1","doi-asserted-by":"publisher","DOI":"10.1057\/palgrave.dddmp.4350098"},{"key":"e_1_2_7_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2015.11.002"},{"key":"e_1_2_7_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2009.03.002"},{"key":"e_1_2_7_8_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415160204"},{"issue":"23","key":"e_1_2_7_9_1","first-page":"544","article-title":"The dissemination and suppression of rumors in online social networks","volume":"61","author":"Gu Y","year":"2012","journal-title":"Acta Phys Sin"},{"key":"e_1_2_7_10_1","doi-asserted-by":"publisher","DOI":"10.3390\/e17010471"},{"key":"e_1_2_7_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.08.042"},{"key":"e_1_2_7_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2016.04.003"},{"key":"e_1_2_7_13_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0183290"},{"key":"e_1_2_7_14_1","doi-asserted-by":"publisher","DOI":"10.1504\/IJCNDS.2013.057719"},{"key":"e_1_2_7_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-016-5198-y"},{"key":"e_1_2_7_16_1","first-page":"238","article-title":"Models of network information propagation based on game theory","volume":"3","author":"Yanyan Guo","year":"2014","journal-title":"Computer Science"},{"key":"e_1_2_7_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-015-5008-y"},{"key":"e_1_2_7_18_1","unstructured":"JianyeY YuanzhuoW JingyuanL XueqiC.Identifying interaction groups in social network using a game\u2010theoretic approach;2014."},{"key":"e_1_2_7_19_1","unstructured":"JianyeY YuanzhuoW XiaolongJ JingyuanL XueqiC.Evolutionary analysis on online social networks using a social evolutionary game.ACM;2014:415\u2013416."},{"key":"e_1_2_7_20_1","article-title":"Evolutionary game model and analysis methods for network group behavior","author":"Yuan\u00a0Zhuo W","year":"2015","journal-title":"Chin J Comput Phys"},{"key":"e_1_2_7_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2013.02.009"},{"key":"e_1_2_7_22_1","doi-asserted-by":"publisher","DOI":"10.2753\/JEC1086-4415160202"},{"key":"e_1_2_7_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.intmar.2011.11.004"},{"key":"e_1_2_7_24_1","volume-title":"Evolutionary games and evolutionary cooperation dynamics in complex networks","author":"Yang ZH","year":"2014"},{"key":"e_1_2_7_25_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.7466396"},{"key":"e_1_2_7_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/0022-5193(64)90038-4"},{"key":"e_1_2_7_27_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.78.026117"},{"key":"e_1_2_7_28_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.58.69"}],"container-title":["International Journal of Communication Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fdac.4149","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/dac.4149","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,7]],"date-time":"2023-09-07T04:08:28Z","timestamp":1694059708000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/dac.4149"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,10]]},"references-count":27,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["10.1002\/dac.4149"],"URL":"https:\/\/doi.org\/10.1002\/dac.4149","archive":["Portico"],"relation":{},"ISSN":["1074-5351","1099-1131"],"issn-type":[{"value":"1074-5351","type":"print"},{"value":"1099-1131","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,2,10]]},"assertion":[{"value":"2019-05-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2019-07-17","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-02-10","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}