{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T23:48:24Z","timestamp":1773704904019,"version":"3.50.1"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,1,12]],"date-time":"2018-01-12T00:00:00Z","timestamp":1515715200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"National Social Science Foundation of China","award":["13CTJ003"],"award-info":[{"award-number":["13CTJ003"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2014M562025"],"award-info":[{"award-number":["2014M562025"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Mobile Netw Appl"],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1007\/s11036-018-1004-4","type":"journal-article","created":{"date-parts":[[2018,1,11]],"date-time":"2018-01-11T23:25:09Z","timestamp":1515713109000},"page":"717-722","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Information Diffusion Model Based on Social Big Data"],"prefix":"10.1007","volume":"23","author":[{"given":"Dawei","family":"Jin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao","family":"Ma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yin","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haider","family":"Abbas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Han","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,1,12]]},"reference":[{"issue":"4","key":"1004_CR1","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1007\/s11280-012-0177-1","volume":"16","author":"K Musial","year":"2013","unstructured":"Musial K, Budka M, Juszczyszyn K (2013) Creation and growth of online social network. World Wide Web 16(4):421\u2013447","journal-title":"World Wide Web"},{"key":"1004_CR2","doi-asserted-by":"crossref","unstructured":"Bakshy E, Rosenn I, Marlow C, Adamic L (2012) The role of social networks in information diffusion. In: Proceedings of the 21st international conference on World Wide Web. ACM, New York, pp 519\u2013528","DOI":"10.1145\/2187836.2187907"},{"key":"1004_CR3","unstructured":"CNNIC (2014) The 33rd Statistical Report on Internet Development in China. \n                    http:\/\/www.cnnic.net.cn\/hlwfzyj\/hlwxzbg\/hlwtjbg\/201403\/t20140305_46240.htm"},{"key":"1004_CR4","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.jnca.2016.10.013","volume":"81","author":"G Aloi","year":"2017","unstructured":"Aloi G, Caliciuri G, Fortino G, Gravina R, Pace P, Russo W, Savaglio C (2017) Enabling iot interoperability through opportunistic smartphone-based mobile gateways. J Netw Comput Appl 81:74\u201384","journal-title":"J Netw Comput Appl"},{"key":"1004_CR5","doi-asserted-by":"crossref","unstructured":"Yang L, Li W, Ge Y, Fu X, Gravina R, Fortino G (2014) People-centric service for mhealth of wheelchair users in smart cities. In: Internet of things based on smart objects. Springer, Cham, pp 163\u2013179","DOI":"10.1007\/978-3-319-00491-4_9"},{"issue":"3","key":"1004_CR6","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1016\/j.jpdc.2012.09.009","volume":"73","author":"G Di Fatta","year":"2013","unstructured":"Di Fatta G, Blasa F, Cafiero S, Fortino G (2013) Fault tolerant decentralised k-means clustering for asynchronous large-scale networks. J Parallel Distrib Comput 73(3):317\u2013329","journal-title":"J Parallel Distrib Comput"},{"key":"1004_CR7","doi-asserted-by":"crossref","unstructured":"Saito K, Kimura M, Ohara K, Motoda H (2010) Selecting information diffusion models over social networks for behavioral analysis. In: Machine learning and knowledge discovery in databases, pp 180\u2013195","DOI":"10.1007\/978-3-642-15939-8_12"},{"key":"1004_CR8","doi-asserted-by":"crossref","unstructured":"Chen W, Yuan Y, Zhang L (2010) Scalable influence maximization in social networks under the linear threshold model. In: 2010 IEEE 10th international conference on data mining (ICDM). IEEE, Sydney, pp 88\u201397","DOI":"10.1109\/ICDM.2010.118"},{"issue":"3","key":"1004_CR9","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1007\/s10618-012-0262-1","volume":"25","author":"C Wang","year":"2012","unstructured":"Wang C, Chen W, Wang Y (2012) Scalable influence maximization for independent cascade model in large-scale social networks. Data Min Knowl Disc 25(3):545","journal-title":"Data Min Knowl Disc"},{"issue":"3","key":"1004_CR10","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1509\/jmkr.48.3.425","volume":"48","author":"Z Katona","year":"2011","unstructured":"Katona Z, Zubcsek PP, Sarvary M (2011) Network effects and personal influences: the diffusion of an online social network. J Mark Res 48(3):425\u2013443","journal-title":"J Mark Res"},{"key":"1004_CR11","doi-asserted-by":"crossref","unstructured":"Suh B, Hong L, Pirolli P, Chi EH (2010) Want to be retweeted? large scale analytics on factors impacting retweet in twitter network. In: 2010 ieee second international conference on Social computing (socialcom). IEEE, Minneapolis, pp 177\u2013184","DOI":"10.1109\/SocialCom.2010.33"},{"key":"1004_CR12","unstructured":"Zaman TR, Herbrich R, Van Gael J, Stern D (2010) Predicting information spreading in twitter. In: Workshop on computational social science and the wisdom of crowds, nips, vol 104, no 45. Citeseer, pp 17,599\u2013601"},{"key":"1004_CR13","doi-asserted-by":"crossref","unstructured":"Peng H-K, Zhu J, Piao D, Yan R, Zhang Y (2011) Retweet modeling using conditional random fields. In: 2011 IEEE 11th international conference on data mining workshops (ICDMW). IEEE, Vancouver, pp 336\u2013343","DOI":"10.1109\/ICDMW.2011.146"},{"key":"1004_CR14","first-page":"777","volume":"2012","author":"Z Luo","year":"2012","unstructured":"Luo Z, Wang Y, Wu X (2012) Predicting retweeting behavior based on autoregressive moving average model. Web Information Systems Engineering-WISE 2012:777\u2013782","journal-title":"Web Information Systems Engineering-WISE"},{"issue":"3","key":"1004_CR15","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1109\/CC.2013.6488827","volume":"10","author":"H Wang","year":"2013","unstructured":"Wang H, Li Y, Feng Z, Feng L (2013) Retweeting analysis and prediction in microblogs: an epidemic inspired approach. China Communications 10(3):13\u201324","journal-title":"China Communications"},{"issue":"3","key":"1004_CR16","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1007\/s10115-011-0396-2","volume":"30","author":"K Saito","year":"2012","unstructured":"Saito K, Kimura M, Ohara K, Motoda H (2012) Efficient discovery of influential nodes for sis models in social networks. Knowl Inf Syst 30(3):613\u2013635","journal-title":"Knowl Inf Syst"},{"issue":"7","key":"1004_CR17","doi-asserted-by":"publisher","first-page":"2444","DOI":"10.1016\/j.physa.2011.12.008","volume":"391","author":"L Zhao","year":"2012","unstructured":"Zhao L, Wang J, Chen Y, Wang Q, Cheng J, Cui H (2012) Sihr rumor spreading model in social networks. Physica A: Statistical Mechanics and its Applications 391(7):2444\u20132453","journal-title":"Physica A: Statistical Mechanics and its Applications"},{"key":"1004_CR18","first-page":"668","volume":"220","author":"S Liu","year":"2013","unstructured":"Liu S, Cheng X, Lan C, Fu W, Zhou J, Li Q, Gao G (2013) Fractal property of generalized m-set with rational number exponent. Appl Math Comput 220:668\u2013675","journal-title":"Appl Math Comput"},{"issue":"3","key":"1004_CR19","doi-asserted-by":"publisher","first-page":"1148","DOI":"10.22436\/jnsa.010.03.24","volume":"10","author":"S Liu","year":"2017","unstructured":"Liu S, Pan Z, Fu W, Cheng X (2017) Fractal generation method based on asymptote family of generalized mandelbrot set and its application. Journal of Nonlinear Sciences and Applications 10(3):1148\u20131161","journal-title":"Journal of Nonlinear Sciences and Applications"},{"issue":"23","key":"1004_CR20","doi-asserted-by":"publisher","first-page":"15,525","DOI":"10.1007\/s11042-014-2446-8","volume":"75","author":"S Liu","year":"2016","unstructured":"Liu S, Zhang Z, Qi L, Ma M (2016) A fractal image encoding method based on statistical loss used in agricultural image compression. Multimedia Tools and Applications 75(23):15,525\u201315,536","journal-title":"Multimedia Tools and Applications"},{"key":"1004_CR21","first-page":"767","volume":"243","author":"S Liu","year":"2014","unstructured":"Liu S, Cheng X, Fu W, Zhou Y, Li Q (2014) Numeric characteristics of generalized m-set with its asymptote. Appl Math Comput 243:767\u2013774","journal-title":"Appl Math Comput"}],"container-title":["Mobile Networks and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11036-018-1004-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-018-1004-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11036-018-1004-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,1,11]],"date-time":"2019-01-11T20:10:58Z","timestamp":1547237458000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11036-018-1004-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,12]]},"references-count":21,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2018,8]]}},"alternative-id":["1004"],"URL":"https:\/\/doi.org\/10.1007\/s11036-018-1004-4","relation":{},"ISSN":["1383-469X","1572-8153"],"issn-type":[{"value":"1383-469X","type":"print"},{"value":"1572-8153","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,12]]},"assertion":[{"value":"12 January 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}