{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:14:22Z","timestamp":1740147262745,"version":"3.37.3"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"3-4","license":[{"start":{"date-parts":[[2018,11,10]],"date-time":"2018-11-10T00:00:00Z","timestamp":1541808000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["SOCA"],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1007\/s11761-018-0247-z","type":"journal-article","created":{"date-parts":[[2018,11,10]],"date-time":"2018-11-10T08:03:32Z","timestamp":1541837012000},"page":"247-257","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Recruiting the K-most influential prospective workers for crowdsourcing platforms"],"prefix":"10.1007","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2744-4878","authenticated-orcid":false,"given":"Maryam","family":"Shahsavari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alireza Hashemi","family":"Golpayegani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Morteza","family":"Saberi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farookh Khadeer","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,11,10]]},"reference":[{"key":"247_CR1","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1080\/13683500.2012.662215","volume":"16","author":"S Hays","year":"2013","unstructured":"Hays S, Page SJ, Buhalis D (2013) Social media as a destination marketing tool: its use by national tourism organisations. Curr Issues Tour 16:211\u2013239","journal-title":"Curr Issues Tour"},{"key":"247_CR2","first-page":"4444","volume":"9","author":"M Saravanakumar","year":"2012","unstructured":"Saravanakumar M, Sugantha Lakshmi T (2012) Social media marketing. Life Sci J 9:4444\u20134451","journal-title":"Life Sci J"},{"key":"247_CR3","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1109\/MCOM.2013.6588663","volume":"51","author":"L Jin","year":"2013","unstructured":"Jin L, Chen Y, Wang T, Hui P, Vasilakos AV (2013) Understanding user behavior in online social networks: a survey. IEEE Commun Mag 51:144\u2013150","journal-title":"IEEE Commun Mag"},{"key":"247_CR4","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1108\/07363760810870671","volume":"25","author":"R Ferguson","year":"2008","unstructured":"Ferguson R (2008) Word of mouth and viral marketing: taking the temperature of the hottest trends in marketing. J Consum Mark 25:179\u2013182","journal-title":"J Consum Mark"},{"key":"247_CR5","doi-asserted-by":"publisher","first-page":"897","DOI":"10.2196\/mental.3649","volume":"2","author":"A Hui","year":"2015","unstructured":"Hui A, Wong PW-C, Fu K-W (2015) Evaluation of an online campaign for promoting help-seeking attitudes for depression using a Facebook advertisement: an online randomized controlled experiment. JMIR Ment Health 2:897","journal-title":"JMIR Ment Health"},{"key":"247_CR6","doi-asserted-by":"crossref","unstructured":"Wilson C, Boe B, Sala A, Puttaswamy KP, Zhao BY (2009) User interactions in social networks and their implications. In: Proceedings of the 4th ACM European conference on computer systems, pp 205\u2013218","DOI":"10.1145\/1519065.1519089"},{"key":"247_CR7","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1145\/1924421.1924442","volume":"54","author":"A Doan","year":"2011","unstructured":"Doan A, Ramakrishnan R, Halevy AY (2011) Crowdsourcing systems on the world-wide web. Commun ACM 54:86\u201396","journal-title":"Commun ACM"},{"key":"247_CR8","unstructured":"Ross J, Irani L, Silberman M, Zaldivar A, Tomlinson B (2010) Who are the crowdworkers? shifting demographics in mechanical turk. In: CHI\u201910 extended abstracts on human factors in computing systems, pp 2863\u20132872"},{"key":"247_CR9","doi-asserted-by":"crossref","unstructured":"Domingos P, Richardson M (2001) Mining the network value of customers. In: Proceedings of the 7th ACM SIGKDD international conference on knowledge discovery and data mining, pp 57\u201366","DOI":"10.1145\/502512.502525"},{"key":"247_CR10","doi-asserted-by":"publisher","first-page":"130","DOI":"10.1109\/TASE.2010.2052042","volume":"8","author":"R Narayanam","year":"2011","unstructured":"Narayanam R, Narahari Y (2011) A shapley value-based approach to discover influential nodes in social networks. IEEE Trans Autom Sci Eng 8:130\u2013147","journal-title":"IEEE Trans Autom Sci Eng"},{"key":"247_CR11","doi-asserted-by":"crossref","unstructured":"Kempe D, Kleinberg J, Tardos \u00c9 (2003) Maximizing the spread of influence through a social network. In: Proceedings of the 9th ACM SIGKDD international conference on knowledge discovery and data mining, pp 137\u2013146","DOI":"10.1145\/956750.956769"},{"key":"247_CR12","doi-asserted-by":"crossref","unstructured":"Saito K, Kimura M, Ohara K, Motoda H (2010) Behavioral analyses of information diffusion models by observed data of social network. In: International conference on social computing, behavioral modeling, and prediction, pp 149\u2013158","DOI":"10.1007\/978-3-642-12079-4_20"},{"key":"247_CR13","doi-asserted-by":"crossref","unstructured":"Chen W, Wang Y, Yang S (2009) Efficient influence maximization in social networks. In: Proceedings of the 15th ACM SIGKDD international conference on knowledge discovery and data mining, pp 199\u2013208","DOI":"10.1145\/1557019.1557047"},{"key":"247_CR14","unstructured":"Estevez PA, Vera P, Saito K (2007) Selecting the most influential nodes in social networks. In: International joint conference on neural networks, 2007. IJCNN 2007, pp 2397\u20132402"},{"key":"247_CR15","doi-asserted-by":"crossref","unstructured":"Ma H, Yang H, Lyu MR, King I (2008) Mining social networks using heat diffusion processes for marketing candidates selection. In: Proceedings of the 17th ACM conference on information and knowledge management, pp 233\u2013242","DOI":"10.1145\/1458082.1458115"},{"key":"247_CR16","doi-asserted-by":"publisher","first-page":"1400","DOI":"10.1137\/08073617X","volume":"23","author":"N Chen","year":"2009","unstructured":"Chen N (2009) On the approximability of influence in social networks. SIAM J Discrete Math 23:1400\u20131415","journal-title":"SIAM J Discrete Math"},{"key":"247_CR17","doi-asserted-by":"crossref","unstructured":"Wang Y, Cong G, Song G, Xie K (2010) Community-based greedy algorithm for mining top-K influential nodes in mobile social networks. In: Proceedings of the 16th ACM SIGKDD international conference on knowledge discovery and data mining, pp 1039\u20131048","DOI":"10.1145\/1835804.1835935"},{"key":"247_CR18","doi-asserted-by":"crossref","unstructured":"Zhang Y, Wang Z, Xia C (2010) Identifying key users for targeted marketing by mining online social network. In: 2010 IEEE 24th international conference on advanced information networking and applications workshops (WAINA), pp 644\u2013649","DOI":"10.1109\/WAINA.2010.137"},{"key":"247_CR19","unstructured":"Aslay C, Barbieri N, Bonchi F, Baeza-Yates RA (2014) Online topic-aware influence maximization queries. In: EDBT, pp 295\u2013306"},{"key":"247_CR20","doi-asserted-by":"crossref","unstructured":"He X, Song G, Chen W, Jiang Q (2012) Influence blocking maximization in social networks under the competitive linear threshold model. In: Proceedings of the 2012 SIAM international conference on data mining, pp 463\u2013474","DOI":"10.1137\/1.9781611972825.40"},{"key":"247_CR21","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.future.2012.06.011","volume":"31","author":"J Zhou","year":"2014","unstructured":"Zhou J, Zhang Y, Cheng J (2014) Preference-based mining of top-K influential nodes in social networks. Future Gener Comput Syst 31:40\u201347","journal-title":"Future Gener Comput Syst"},{"key":"247_CR22","doi-asserted-by":"crossref","unstructured":"Wang Y, Feng X (2009) A potential-based node selection strategy for influence maximization in a social network. In: International conference on advanced data mining and applications, pp 350\u2013361","DOI":"10.1007\/978-3-642-03348-3_34"},{"key":"247_CR23","doi-asserted-by":"crossref","unstructured":"Leskovec J, Krause A, Guestrin C, Faloutsos C, Van Briesen J, Glance N (2007) Cost-effective outbreak detection in networks. In: Proceedings of the 13th ACM SIGKDD international conference on knowledge discovery and data mining, pp 420\u2013429","DOI":"10.1145\/1281192.1281239"},{"key":"247_CR24","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1007\/s10115-012-0540-7","volume":"33","author":"Y-C Chen","year":"2012","unstructured":"Chen Y-C, Peng W-C, Lee S-Y (2012) Efficient algorithms for influence maximization in social networks. Knowl Inf Syst 33:577\u2013601","journal-title":"Knowl Inf Syst"},{"key":"247_CR25","unstructured":"Li Y-M, Lai C-Y (2013) A diffusing path planning mechanism for marketing information propagation over social media. In: 2013 46th Hawaii international conference on system sciences (HICSS), pp 2863\u20132871"},{"key":"247_CR26","doi-asserted-by":"publisher","first-page":"443","DOI":"10.1108\/09564231111155079","volume":"22","author":"A Ordanini","year":"2011","unstructured":"Ordanini A, Miceli L, Pizzetti M, Parasuraman A (2011) Crowd-funding: transforming customers into investors through innovative service platforms. J Serv Manag 22:443\u2013470","journal-title":"J Serv Manag"},{"key":"247_CR27","unstructured":"Lin H, Davis J, Zhou Y (2010) Ontological services using crowdsourcing. In: 21st Australasian conference on information systems"},{"key":"247_CR28","doi-asserted-by":"publisher","first-page":"505","DOI":"10.1016\/j.procs.2014.05.454","volume":"32","author":"R Verma","year":"2014","unstructured":"Verma R, Ruj S (2014) Security services using crowdsourcing. Proc Comput Sci 32:505\u2013512","journal-title":"Proc Comput Sci"},{"key":"247_CR29","doi-asserted-by":"crossref","unstructured":"Alonso O, Rose DE, Stewart B (2008) Crowdsourcing for relevance evaluation. In: ACM SigIR forum, pp 9\u201315","DOI":"10.1145\/1480506.1480508"},{"key":"247_CR30","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1023\/A:1012801612483","volume":"17","author":"M Halkidi","year":"2001","unstructured":"Halkidi M, Batistakis Y, Vazirgiannis M (2001) On clustering validation techniques. J Intell Inf Syst 17:107\u2013145","journal-title":"J Intell Inf Syst"},{"key":"247_CR31","doi-asserted-by":"crossref","unstructured":"Esmaeili L, Nasiri M, Minaei-Bidgoli B (2013) Analyzing persian social networks: an empirical study. In: IGI global, pp 167\u2013172","DOI":"10.4018\/978-1-4666-4022-1.ch012"}],"container-title":["Service Oriented Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11761-018-0247-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11761-018-0247-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11761-018-0247-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,9]],"date-time":"2019-11-09T19:14:32Z","timestamp":1573326872000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11761-018-0247-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,11,10]]},"references-count":31,"journal-issue":{"issue":"3-4","published-print":{"date-parts":[[2018,12]]}},"alternative-id":["247"],"URL":"https:\/\/doi.org\/10.1007\/s11761-018-0247-z","relation":{},"ISSN":["1863-2386","1863-2394"],"issn-type":[{"type":"print","value":"1863-2386"},{"type":"electronic","value":"1863-2394"}],"subject":[],"published":{"date-parts":[[2018,11,10]]},"assertion":[{"value":"27 May 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 October 2018","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"8 October 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 November 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}