{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:19:22Z","timestamp":1740097162877,"version":"3.37.3"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319209098"},{"type":"electronic","value":"9783319209104"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-20910-4_19","type":"book-chapter","created":{"date-parts":[[2015,6,19]],"date-time":"2015-06-19T14:07:59Z","timestamp":1434722879000},"page":"263-277","source":"Crossref","is-referenced-by-count":0,"title":["Quantifying the Hidden Factors Impacting the Audience of Advertisements Posted on Facebook"],"prefix":"10.1007","author":[{"given":"Mamadou","family":"Diaby","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emmanuel","family":"Viennet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,6,20]]},"reference":[{"issue":"6","key":"19_CR1","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734\u2013749 (2005). ISSN 1041\u20134347","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"19_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1561\/2200000006","volume":"2","author":"Y Bengio","year":"2009","unstructured":"Bengio, Y.: Learning deep architectures for ai. Found. Trends Mach. Learn. 2(1), 1\u2013127 (2009). ISSN 1935\u20138237","journal-title":"Found. Trends Mach. Learn."},{"key":"19_CR3","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.knosys.2013.03.012","volume":"46","author":"J Bobadilla","year":"2013","unstructured":"Bobadilla, J., Ortega, F., Hernando, A., Guti\u00e9rrez, A.: Recommender systems survey. Knowl. Based Syst. 46, 109\u2013132 (2013)","journal-title":"Knowl. Based Syst."},{"issue":"3","key":"19_CR4","doi-asserted-by":"publisher","first-page":"27:1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"C-C Chang","year":"2011","unstructured":"Chang, C.-C., Lin, C.-J.: Libsvm: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2(3), 27:1\u201327:27 (2011). ISSN 2157\u20136904. Software available at http:\/\/www.csie.ntu.edu.tw\/cjlin\/libsvm","journal-title":"ACM Trans. Intell. Syst. Technol."},{"issue":"5","key":"19_CR5","doi-asserted-by":"publisher","first-page":"928","DOI":"10.1037\/0021-9010.90.5.928","volume":"90","author":"DS Chapman","year":"2005","unstructured":"Chapman, D.S., Uggerslev, K.L., Carroll, S.A., Piasentin, K.A., Jones, D.A.: Applicant attraction to organizations and job choice: a meta-analytic review of the correlates of recruiting outcomes. J. Appl. Psychol. 90(5), 928 (2005)","journal-title":"J. Appl. Psychol."},{"issue":"3","key":"19_CR6","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support-vector networks. Mach. Learn. 20(3), 273\u2013297 (1995). ISSN 0885\u20136125","journal-title":"Mach. Learn."},{"key":"19_CR7","doi-asserted-by":"crossref","unstructured":"Diaby, M., Viennet, E.: Taxonomy-based job recommender systems on facebook and linkedin. In: Proceedings of the 2014 IEEE Eighth International Conference on Research Challenges in Information Science RCIS 2014, pp. 237\u2013244. IEEE, May 2014","DOI":"10.1109\/RCIS.2014.6861048"},{"key":"19_CR8","unstructured":"Diaby, M., Viennet, E.: Job recommendations on social networks using a multilayer vector model. In: Workshop on Heterogeneous Information Access at WSDM 2015 (HIA 2015), Shanghai, February 2015"},{"issue":"1","key":"19_CR9","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1007\/s13278-014-0227-z","volume":"4","author":"M Diaby","year":"2014","unstructured":"Diaby, M., Viennet, E., Launay, T.: Exploration of methodologies to improve job recommender systems on social networks. Soc. Netw. Anal. Min. 4(1), 227 (2014). doi: 10.1007\/s13278-014-0227-z . ISSN 1869\u20135450. http:\/\/dx.doi.org\/10.1007\/s13278-014-0227-z","journal-title":"Soc. Netw. Anal. Min."},{"issue":"6","key":"19_CR10","first-page":"901","volume":"31","author":"KH Ehrhart","year":"2005","unstructured":"Ehrhart, K.H., Ziegert, J.C.: Why are individuals attracted to organizations? J. Manag. 31(6), 901\u2013919 (2005)","journal-title":"J. Manag."},{"key":"19_CR11","unstructured":"Facebook, April 2015. http:\/\/newsroom.fb.com\/company-info\/"},{"key":"19_CR12","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511763113","volume-title":"Recommender Systems: An Introduction","author":"D Jannach","year":"2010","unstructured":"Jannach, D., Zanker, M., Felfernig, A., Friedrich, G.: Recommender Systems: An Introduction. Cambridge University Press, New York (2010)"},{"issue":"4","key":"19_CR13","doi-asserted-by":"publisher","first-page":"746","DOI":"10.1109\/TSMCA.2011.2132707","volume":"41","author":"P Kazienko","year":"2011","unstructured":"Kazienko, P., Musial, K., Kajdanowicz, T.: Multidimensional social network in the social recommender system. IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum. 41(4), 746\u2013759 (2011)","journal-title":"IEEE Trans. Syst. Man Cybern. Part A: Syst. Hum."},{"issue":"1","key":"19_CR14","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1111\/j.1744-6570.2003.tb00144.x","volume":"56","author":"F Lievens","year":"2003","unstructured":"Lievens, F., Highhouse, S.: The relation of instrumental and symbolic attributes to a company\u2019s attractiveness as an employer. Pers. Psychol. 56(1), 75\u2013102 (2003). ISSN 1744\u20136570","journal-title":"Pers. Psychol."},{"key":"19_CR15","doi-asserted-by":"publisher","first-page":"73","DOI":"10.1007\/978-0-387-85820-3_3","volume-title":"Recommender Systems Handbook","author":"P Lops","year":"2011","unstructured":"Lops, P., de Gemmis, M., Semeraro, G.: Content-based recommender systems: state of the art and trends. In: Ricci, F., Rokach, L., Shapira, B., Kantor, P.B. (eds.) Recommender Systems Handbook, pp. 73\u2013105. Springer, Heidelberg (2011). ISBN 978-0-387-85819-7"},{"issue":"4","key":"19_CR16","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1111\/1468-2389.00095","volume":"6","author":"BP Mathews","year":"1998","unstructured":"Mathews, B.P., Redman, T.: Managerial recruitment advertisements-just how market orientated are they? Int. J. Sel. Assess. 6(4), 240\u2013248 (1998). ISSN 1468\u20132389","journal-title":"Int. J. Sel. Assess."},{"issue":"1","key":"19_CR17","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1146\/annurev.soc.27.1.415","volume":"27","author":"M McPherson","year":"2001","unstructured":"McPherson, M., Smith-Lovin, L., Cook, J.M.: Birds of a feather: homophily in social networks. Ann. Rev. Sociol. 27(1), 415\u2013444 (2001). doi: 10.1146\/annurev.soc.27.1.415","journal-title":"Ann. Rev. Sociol."},{"issue":"9","key":"19_CR18","doi-asserted-by":"crossref","first-page":"314","DOI":"10.20533\/iji.1742.4712.2010.0034","volume":"3","author":"Z Omary","year":"2010","unstructured":"Omary, Z., Mtenzi, F.: Machine learning approach to identifying the dataset threshold for the performance estimators in supervised learning. Int. J. Infonomics (IJI) 3(9), 314\u2013325 (2010)","journal-title":"Int. J. Infonomics (IJI)"},{"key":"19_CR19","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., et al.: Scikit-learn: machine learning in python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"2","key":"19_CR20","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1111\/j.1744-6570.2001.tb00100.x","volume":"54","author":"NG Peterson","year":"2001","unstructured":"Peterson, N.G., Mumford, M.D., Borman, W.C., Richard Jeanneret, P., Fleishman, E.A., Levin, K.Y., Campion, M.A., Mayfield, M.S., Morgeson, F.P., Pearlman, K., Gowing, M.K., Lancaster, A.R., Silver, M.B., Dye, D.M.: Understanding work using the occupational information network (o* net): implications for practice and research. Pers. Psychol. 54(2), 451\u2013492 (2001). ISSN 1744-6570","journal-title":"Pers. Psychol."},{"key":"19_CR21","volume-title":"Information Retrieval","author":"CJ Rijsbergen Van","year":"1979","unstructured":"Van Rijsbergen, C.J.: Information Retrieval, 2nd edn. Butterworth-Heinemann, Newton (1979). ISBN 0408709294","edition":"2"},{"key":"19_CR22","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1007\/978-3-642-10745-0_83","volume-title":"Classification as a Tool for Research","author":"G Szepannek","year":"2010","unstructured":"Szepannek, G., Gruhne, M., Bischl, B., Krey, S., Harczos, T., Klefenz, F., Dittmar, C., Weihs, C.: Perceptually based phoneme recognition in popular music. In: Locarek-Junge, H., Weihs, C. (eds.) Classification as a Tool for Research, pp. 751\u2013758. Springer, Heidelberg (2010)"},{"key":"19_CR23","unstructured":"S\u00e9guela, J.: Fouille de donn\u00e9es textuelles et syst\u00e8mes de recommandation appliqu\u00e9s aux offres d\u2019emploi diffus\u00e9es sur le web. Ph.D. thesis, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France, May 2012"},{"key":"19_CR24","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1994","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. R. Stat. Soc. B 58, 267\u2013288 (1994)","journal-title":"J. R. Stat. Soc. B"},{"issue":"1","key":"19_CR25","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1006\/jvbe.1996.1555","volume":"52","author":"DB Turban","year":"1998","unstructured":"Turban, D.B., Forret, M.L., Hendrickson, C.L.: Applicant attraction to firms: influences of organization reputation, job and organizational attributes, and recruiter behaviors. J. Vocat. Behav. 52(1), 24\u201344 (1998). ISSN 0001\u20138791","journal-title":"J. Vocat. Behav."},{"key":"19_CR26","volume-title":"Statistical Learning Theory","author":"NV Vladimir","year":"1998","unstructured":"Vladimir, N.V.: Statistical Learning Theory. Wiley-Interscience, New York (1998)"},{"key":"19_CR27","doi-asserted-by":"crossref","unstructured":"Wang, J., Zhang, Y., Posse, C., Bhasin, A.: Is it time for a career switch? In: Proceedings of the 22nd International Conference on World Wide Web, pp. 1377\u20131388. International World Wide Web Conferences Steering Committee (2013)","DOI":"10.1145\/2488388.2488509"},{"issue":"1","key":"19_CR28","doi-asserted-by":"crossref","first-page":"137","DOI":"10.2307\/25148784","volume":"31","author":"B Xiao","year":"2007","unstructured":"Xiao, B., Benbasat, I.: E-commerce product recommendation agents: use, characteristics, and impact. Mis Q. 31(1), 137\u2013209 (2007)","journal-title":"Mis Q."}],"container-title":["Lecture Notes in Computer Science","Advances in Data Mining: Applications and Theoretical Aspects"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-20910-4_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,9]],"date-time":"2024-06-09T16:22:05Z","timestamp":1717950125000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-20910-4_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319209098","9783319209104"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-20910-4_19","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}