{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T02:26:56Z","timestamp":1792463216685,"version":"4.5.0"},"reference-count":147,"publisher":"Informa UK Limited","issue":"6","license":[{"start":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T00:00:00Z","timestamp":1509494400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["European Journal of Information Systems"],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1057\/s41303-017-0057-y","type":"journal-article","created":{"date-parts":[[2017,8,23]],"date-time":"2017-08-23T15:30:46Z","timestamp":1503502246000},"page":"661-687","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":70,"title":["An empirical study on the susceptibility to social engineering in social networking sites: the case of Facebook"],"prefix":"10.1080","volume":"26","author":[{"given":"Abdullah","family":"Algarni","sequence":"first","affiliation":[{"name":"Information Technology DivisionInstitute of Public Administration\rP.O.Box: 205\r11141\rRiyadh\rSaudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Computer Science, Science and Engineering FacultyQueensland University of Technology\r2 George St\r4001\rBrisbane\rQLD\rAustralia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Taizan","family":"Chan","sequence":"additional","affiliation":[{"name":"School of Information Systems, Science and Engineering FacultyQueensland University of Technology\r2 George St\r4001\rBrisbane\rQLD\rAustralia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2018,2,15]]},"reference":[{"key":"e_1_3_1_2_1_1","doi-asserted-by":"crossref","unstructured":"Al Zamal F Liu W and Ruths D (2012) Homophily and latent attribute inference: inferring latent attributes of Twitter users from neighbors. In Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media (ICWSM) pp 387\u2013390 Association for the Advancement of Artificial Intelligence Dublin Ireland.","DOI":"10.1609\/icwsm.v6i1.14340"},{"key":"e_1_3_1_2_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/147078539703900202"},{"key":"e_1_3_1_2_3_1","doi-asserted-by":"crossref","unstructured":"Algarni A Xu Y and Chan T (2014a) Social engineering in social networking sites: the art of impersonation. In Proceedings of the 2014 IEEE International Conference on Services Computing (SCC) pp 797\u2013804 IEEE Computer Society Anchorage Alaska USA.","DOI":"10.1109\/SCC.2014.108"},{"key":"e_1_3_1_2_4_1","unstructured":"Algarni A Xu Y Chan T and Tian Y-C (2014b) Social Engineering in Social Networking Sites: How Good Becomes Evil. In Proceedings of the 18th Pacific Asia Conference on Information Systems (PACIS 2014) Association for Information Systems Paper-271 Chengdu China."},{"key":"e_1_3_1_2_5_1","doi-asserted-by":"crossref","unstructured":"Algarni A Xu Y Chan T and Tian Y-C (2013a) Social engineering in social networking sites: affect-based model. In Proceedings of the 8th International Conference for Internet Technology and Secured Transactions (ICITST) pp 508\u2013515 IEEE Computer Society.","DOI":"10.1109\/ICITST.2013.6750253"},{"key":"e_1_3_1_2_6_1","first-page":"279","volume-title":"Law & Practice: Critical Analysis and Legal Reasoning","author":"Algarni A","year":"2013","unstructured":"AlgarniAXuYChanTTianY-CKierkegaardSToward understanding social engineeringLaw & Practice: Critical Analysis and Legal Reasoning2013CopenhagenInternational Association of IT Lawyers279300"},{"key":"e_1_3_1_2_7_1","first-page":"383","volume-title":"Proceedings of 2014 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","author":"Alowibdi JS","year":"2014","unstructured":"AlowibdiJSBuyUAYuPSStennethLDetecting deception in online social networksProceedings of 2014 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)2014BeijingIEEE383390"},{"issue":"9","key":"e_1_3_1_2_8_1","first-page":"10","article-title":"The real face of Koobface: the largest Botnet Explained","volume":"5","author":"Baltazar J","year":"2009","unstructured":"BaltazarJCostoyaJFloresRThe real face of Koobface: the largest Botnet ExplainedTrend Micro Research20095910","journal-title":"Trend Micro Research"},{"key":"e_1_3_1_2_9_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.51.6.1173"},{"key":"e_1_3_1_2_10_1","unstructured":"Baumhof V and Shipp A (2012) Zeus P2p Advancements and Mitb Attack Vectors. ThreatMetrix\u2122 Labs Public Report. ThreatMetrix Inc. San Jose CA."},{"key":"e_1_3_1_2_11_1","doi-asserted-by":"publisher","DOI":"10.1086\/267745"},{"key":"e_1_3_1_2_12_1","first-page":"267","volume-title":"The Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference (EDOC)","author":"Braun R","year":"2013","unstructured":"BraunREssweinWTowards a conceptualization of corporate risks in online social networks: a literature based overview of risksThe Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference (EDOC)2013Vancouver, BCIEEE Computer Society267274"},{"key":"e_1_3_1_2_13_1","doi-asserted-by":"publisher","DOI":"10.1108\/18347641211272731"},{"key":"e_1_3_1_2_14_1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511813085"},{"issue":"3","key":"e_1_3_1_2_15_1","first-page":"200","article-title":"The ideal source: a reexamination of source credibility measurement","volume":"27","author":"Burgoon JK","year":"1976","unstructured":"BurgoonJKThe ideal source: a reexamination of source credibility measurementCommunication Studies1976273200206","journal-title":"Communication Studies"},{"key":"e_1_3_1_2_16_1","doi-asserted-by":"publisher","DOI":"10.1525\/9780520340664"},{"key":"e_1_3_1_2_17_1","doi-asserted-by":"crossref","unstructured":"Cao J Basoglu KA Sheng H and Lowry PB (2015) A systematic review of social networking research in information systems. Communications of the Association for Information Systems 36(1) 1\u201340.","DOI":"10.17705\/1CAIS.03637"},{"key":"e_1_3_1_2_18_1","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1145\/1963405.1963500","volume-title":"Proceedings of the 20th International Conference on the World Wide Web","author":"Castillo C","year":"2011","unstructured":"CastilloCMendozaMPobleteBInformation credibility on TwitterProceedings of the 20th International Conference on the World Wide Web2011New YorkACM675684"},{"key":"e_1_3_1_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2010.02.005"},{"key":"e_1_3_1_2_20_1","doi-asserted-by":"publisher","DOI":"10.1108\/02635570710719034"},{"key":"e_1_3_1_2_21_1","doi-asserted-by":"publisher","DOI":"10.11591\/ijins.v1i2.426"},{"key":"e_1_3_1_2_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2012.75"},{"key":"e_1_3_1_2_23_1","volume-title":"Influence: Science and Practice","author":"Cialdini RB","year":"2001","unstructured":"CialdiniRBInfluence: Science and Practice20014BostonAllyn & Bacon","edition":"4"},{"key":"e_1_3_1_2_24_1","doi-asserted-by":"publisher","DOI":"10.1177\/0146167299258006"},{"key":"e_1_3_1_2_25_1","unstructured":"Clark K (2013) Five notorious Facebook attacks (learn how to protect yourself). Social media Retrieved 2\/3\/2015 2015 from http:\/\/www.hongkiat.com\/blog\/five-facebook-attacks\/."},{"key":"e_1_3_1_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/0040-1625(75)90058-X"},{"key":"e_1_3_1_2_27_1","volume-title":"Statistical Power Analysis for the Behavioral Sciences","author":"Cohen J","year":"1977","unstructured":"CohenJStatistical Power Analysis for the Behavioral Sciences1977New YorkAcademic Press"},{"issue":"1","key":"e_1_3_1_2_28_1","first-page":"778","article-title":"Marketing communication in online social programs: Ohanian model of source credibility","volume":"1","author":"Corina S","year":"2006","unstructured":"CorinaSMarketing communication in online social programs: Ohanian model of source credibilityJournal of Empirical Generalisations in Marketing200611778784","journal-title":"Journal of Empirical Generalisations in Marketing"},{"issue":"3","key":"e_1_3_1_2_29_1","first-page":"145","article-title":"Is the sky falling? New technology, changing media, and the future of surveys","volume":"7","author":"Couper M","year":"2013","unstructured":"CouperMIs the sky falling? New technology, changing media, and the future of surveysSurvey Research Methods201373145156","journal-title":"Survey Research Methods"},{"key":"e_1_3_1_2_30_1","volume-title":"Qualitative Inquiry and Research Design: Choosing among Five Approaches","author":"Creswell JW","year":"2012","unstructured":"CreswellJWQualitative Inquiry and Research Design: Choosing among Five Approaches2012Thousand Oaks, CASage Publications"},{"key":"e_1_3_1_2_31_1","doi-asserted-by":"publisher","DOI":"10.1080\/00224545.1973.9922597"},{"issue":"1","key":"e_1_3_1_2_32_1","first-page":"26","article-title":"The dimensions of web site credibility and their relation to active trust and behavioural impact","volume":"24","author":"Cugelman B","year":"2009","unstructured":"CugelmanBThelwallMDawesPThe dimensions of web site credibility and their relation to active trust and behavioural impactCommunications of the Association for Information Systems200924126","journal-title":"Communications of the Association for Information Systems"},{"key":"e_1_3_1_2_33_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1070.0160"},{"key":"e_1_3_1_2_34_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.9.3.458"},{"key":"e_1_3_1_2_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.12.001"},{"key":"e_1_3_1_2_36_1","volume-title":"Scale Development: Theory and Applications","author":"DeVellis RF","year":"2012","unstructured":"DeVellisRFScale Development: Theory and Applications2012Thousand Oaks, CASage"},{"key":"e_1_3_1_2_37_1","volume-title":"Orthogonal Fractional Factorial Designs","author":"Dey A","year":"1985","unstructured":"DeyAOrthogonal Fractional Factorial Designs1985New YorkWiley"},{"key":"e_1_3_1_2_38_1","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1145\/1124772.1124861","volume-title":"Proceedings of the 2006 SIGCHI Conference on Human Factors in Computing Systems, New York","author":"Dhamija R","year":"2006","unstructured":"DhamijaRTygarJDHearstMWhy phishing worksProceedings of the 2006 SIGCHI Conference on Human Factors in Computing Systems, New York2006USAACM581590"},{"key":"e_1_3_1_2_39_1","unstructured":"Dimensional-Research (2011) The Risk of Social Engineering on Information Security: A Survey of It Professionals. Technical report Long Beach CA."},{"key":"e_1_3_1_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/1164394.1164398"},{"key":"e_1_3_1_2_41_1","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1145\/1299015.1299019","volume-title":"Proceedings of the Anti-Phishing Working Groups 2nd Annual eCrime Researchers Summit","author":"Downs JS","year":"2007","unstructured":"DownsJSHolbrookMCranorLFBehavioral response to phishing riskProceedings of the Anti-Phishing Working Groups 2nd Annual eCrime Researchers Summit2007New YorkACM3744"},{"key":"e_1_3_1_2_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2012.12.034"},{"issue":"2","key":"e_1_3_1_2_43_1","first-page":"1","article-title":"Source credibility dimensions in marketing communication\u2014a generalized solution","volume":"10","author":"Eisend M","year":"2006","unstructured":"EisendMSource credibility dimensions in marketing communication\u2014a generalized solutionJournal of Empirical Generalizations in Marketing2006102133","journal-title":"Journal of Empirical Generalizations in Marketing"},{"key":"e_1_3_1_2_44_1","volume-title":"Emotions Revealed: Recognizing Faces and Feelings to Improve Communication and Emotional Life","author":"Ekman P","year":"2007","unstructured":"EkmanPEmotions Revealed: Recognizing Faces and Feelings to Improve Communication and Emotional Life2007New YorkHenry Holt and Company"},{"key":"e_1_3_1_2_45_1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2014.2321628"},{"key":"e_1_3_1_2_46_1","first-page":"178","volume-title":"Triangulation in Qualitative Research, A Companion to Qualitative Research","author":"Flick U","year":"2004","unstructured":"FlickUTriangulation in Qualitative Research, A Companion to Qualitative Research2004LondonSage178183"},{"key":"e_1_3_1_2_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1361-3723(07)70035-0"},{"key":"e_1_3_1_2_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2012.08.004"},{"issue":"1","key":"e_1_3_1_2_49_1","first-page":"19","article-title":"A comparison of three forms of the semantic differential","volume":"1","author":"Garland R","year":"1990","unstructured":"GarlandRA comparison of three forms of the semantic differentialMarketing Bulletin1990111924","journal-title":"Marketing Bulletin"},{"key":"e_1_3_1_2_50_1","doi-asserted-by":"publisher","DOI":"10.1177\/107769908606300301"},{"issue":"2","key":"e_1_3_1_2_51_1","first-page":"113","article-title":"Deception: a tricky issue for behavioral research in accounting and auditing","volume":"11","author":"Gibbins M","year":"1992","unstructured":"GibbinsMDeception: a tricky issue for behavioral research in accounting and auditingAuditing1992112113","journal-title":"Auditing"},{"key":"e_1_3_1_2_52_1","doi-asserted-by":"crossref","unstructured":"Gragg D (2003) A multi-level defense against social engineering. SANS Reading Room March (13).","DOI":"10.1093\/acprof:oso\/9780199253890.003.0002"},{"key":"e_1_3_1_2_53_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:GRUP.0000021839.04093.5d"},{"key":"e_1_3_1_2_54_1","doi-asserted-by":"publisher","DOI":"10.1002\/wics.27"},{"key":"e_1_3_1_2_55_1","volume-title":"Social Engineering: The Art of Human Hacking","author":"Hadnagy C","year":"2010","unstructured":"HadnagyCSocial Engineering: The Art of Human Hacking2010New YorkWiley"},{"key":"e_1_3_1_2_56_1","volume-title":"Multivariate Data Analysis","author":"Hair JF","year":"2006","unstructured":"HairJFBlackWCBabinBJAndersonRETathamRLMultivariate Data Analysis2006Upper Saddle River, NJPearson Prentice Hall"},{"issue":"1","key":"e_1_3_1_2_57_1","first-page":"69","article-title":"Interpersonal Dynamics in a Simulated Prison","volume":"1973","author":"Haney C","year":"1973","unstructured":"HaneyCBanksCZimbardoPInterpersonal Dynamics in a Simulated PrisonInternational Journal of Criminology and Penology1973197316997","journal-title":"International Journal of Criminology and Penology"},{"key":"e_1_3_1_2_58_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2575.2012.00420.x"},{"issue":"1","key":"e_1_3_1_2_59_1","first-page":"53","article-title":"Structural Equation Modelling: guidelines for Determining Model Fit","volume":"6","author":"Hooper D","year":"2008","unstructured":"HooperDCoughlanJMullenMStructural Equation Modelling: guidelines for Determining Model FitElectronic Journal of Business Research Methods2008615360","journal-title":"Electronic Journal of Business Research Methods"},{"key":"e_1_3_1_2_60_1","volume-title":"Communication and Persuasion; Psychological Studies of Opinion Change","author":"Hovland CI","year":"1953","unstructured":"HovlandCIJanisILKelleyHHCommunication and Persuasion; Psychological Studies of Opinion Change1953New Haven, CTYale University Press"},{"key":"e_1_3_1_2_61_1","doi-asserted-by":"publisher","DOI":"10.1086\/266350"},{"key":"e_1_3_1_2_62_1","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1109\/CSE.2009.205","volume-title":"The Proceedings of 2009 International Conference on Computational Science and Engineering","author":"Huber M","year":"2009","unstructured":"HuberMKowalskiSNohlbergMTjoaSTowards automating social engineering using social networking sitesThe Proceedings of 2009 International Conference on Computational Science and Engineering2009MiamiIEEE117124"},{"key":"e_1_3_1_2_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/1290958.1290968"},{"key":"e_1_3_1_2_64_1","doi-asserted-by":"publisher","DOI":"10.1177\/001872676902200407"},{"key":"e_1_3_1_2_65_1","doi-asserted-by":"publisher","DOI":"10.1037\/h0028440"},{"key":"e_1_3_1_2_66_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2015\/39.1.06"},{"key":"e_1_3_1_2_67_1","doi-asserted-by":"publisher","DOI":"10.1080\/00913367.1982.10672807"},{"key":"e_1_3_1_2_68_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2014\/38.1.13"},{"key":"e_1_3_1_2_69_1","doi-asserted-by":"crossref","unstructured":"Kelman HC and Hovland CI (1953) \u2018Reinstatement\u2019 of the communicator in delayed measurement of opinion change. The Journal of Abnormal and Social Psychology48(3) 327.","DOI":"10.1037\/h0061861"},{"key":"e_1_3_1_2_70_1","first-page":"257","volume-title":"A Handbook for Data Analysis in the Behaviorial Sciences","author":"Keren G","year":"1993","unstructured":"KerenGKerenGLewisCBetween or within subjects design: A methodological dilemmaA Handbook for Data Analysis in the Behaviorial Sciences1993New YorkPsychology Press257"},{"key":"e_1_3_1_2_71_1","volume-title":"Deception in Marketing Research: Ethical, Methodological, and Disciplinary Implications","author":"Kimmel AJ","year":"2000","unstructured":"KimmelAJDeception in Marketing Research: Ethical, Methodological, and Disciplinary Implications2000LondonLondon Business School"},{"key":"e_1_3_1_2_72_1","volume-title":"Experimental Design","author":"Kirk RE","year":"1982","unstructured":"KirkREExperimental Design1982LondonWiley"},{"issue":"1","key":"e_1_3_1_2_73_1","first-page":"11","article-title":"The impact of negative and positive information on source credibility in a field setting","volume":"10","author":"Klebba JM","year":"1983","unstructured":"KlebbaJMUngerLSThe impact of negative and positive information on source credibility in a field settingAdvances in Consumer Research19831011116","journal-title":"Advances in Consumer Research"},{"key":"e_1_3_1_2_74_1","doi-asserted-by":"publisher","DOI":"10.1016\/0022-1031(67)90025-X"},{"key":"e_1_3_1_2_75_1","first-page":"1","volume-title":"Proceedings of the 5th Symposium on Usable Privacy and Security, New York","author":"Kumaraguru P","year":"2009","unstructured":"KumaraguruPCranshawJAcquistiACranorLFHongJBlairMAPhamTSchool of phish: a real-word evaluation of anti-phishing trainingProceedings of the 5th Symposium on Usable Privacy and Security, New York2009USAACM112"},{"issue":"2","key":"e_1_3_1_2_76_1","first-page":"80","article-title":"The use of formal social engineering techniques to identify weaknesses during a computer vulnerability competition","volume":"26","author":"Kvedar D","year":"2010","unstructured":"KvedarDNettisMFultonSPThe use of formal social engineering techniques to identify weaknesses during a computer vulnerability competitionJournal of Computing Sciences in Colleges20102628087","journal-title":"Journal of Computing Sciences in Colleges"},{"key":"e_1_3_1_2_77_1","unstructured":"Lane D (2001) Spring 2001 Theory Workbook."},{"key":"e_1_3_1_2_78_1","first-page":"10","volume-title":"AAAI Spring Symposium: Analyzing Microtext","author":"Liu W","year":"2013","unstructured":"LiuWRuthsDWhat\u2019s in a name? Using first names as features for gender inference in TwitterAAAI Spring Symposium: Analyzing Microtext2013DublinAssociation for the Advancement of Artificial Intelligence1016"},{"key":"e_1_3_1_2_79_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022-3514.93.6.957"},{"issue":"1","key":"e_1_3_1_2_80_1","first-page":"28","article-title":"Investigating phishing victimization with the heuristic-systematic model: a theoretical framework and an exploration","volume":"38","author":"Luo XR","year":"2012","unstructured":"LuoXRZhangWBurdSSeazzuAInvestigating phishing victimization with the heuristic-systematic model: a theoretical framework and an explorationComputers & Security20123812838","journal-title":"Computers & Security"},{"key":"e_1_3_1_2_81_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026595011371"},{"key":"e_1_3_1_2_82_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-2466.1968.tb00055.x"},{"key":"e_1_3_1_2_83_1","volume-title":"Doing Psychology Experiments","author":"Martin DW","year":"2007","unstructured":"MartinDWDoing Psychology Experiments2007BostonCengage Learning"},{"issue":"3","key":"e_1_3_1_2_84_1","first-page":"89","article-title":"What every body is saying. An ex-FBI agent\u2019s guide to speed-reading people","volume":"7","author":"Marusca L","year":"2014","unstructured":"MaruscaLWhat every body is saying. An ex-FBI agent\u2019s guide to speed-reading peopleJournal of Media Research2014738990","journal-title":"Journal of Media Research"},{"key":"e_1_3_1_2_85_1","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2013.28"},{"key":"e_1_3_1_2_86_1","unstructured":"Mazzuca T (2014) 7 scary findings from the 2014 Symantec internet security threat report. Property & Casualty 360."},{"key":"e_1_3_1_2_87_1","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1007\/978-3-642-23496-5_13","volume-title":"Autonomic and Trusted Computing, Berlin","author":"McCord M","year":"2011","unstructured":"McCordMChuahMSpam detection on Twitter using traditional classifiersAutonomic and Trusted Computing, Berlin2011HeidelbergSpringer175186"},{"issue":"1","key":"e_1_3_1_2_88_1","first-page":"26","article-title":"An instrument for measuring the source credibility of basic speech communication instructors","volume":"23","author":"McCroskey JC","year":"1974","unstructured":"McCroskeyJCHoldridgeWToombJKAn instrument for measuring the source credibility of basic speech communication instructorsCommunication Education19742312633","journal-title":"Communication Education"},{"key":"e_1_3_1_2_89_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15567419cy2701_10"},{"key":"e_1_3_1_2_90_1","first-page":"1","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media","author":"Mislove A","year":"2011","unstructured":"MisloveALehmannSAhnY-YOnnelaJ-PRosenquistJNUnderstanding the demographics of Twitter usersProceedings of the Fifth International AAAI Conference on Weblogs and Social Media2011BarcelonaAssociation for the Advancement of Artificial Intelligence14"},{"key":"e_1_3_1_2_91_1","volume-title":"The Art of Deception: Controlling the Human Element of Security","author":"Mitnick KD","year":"2001","unstructured":"MitnickKDSimonWLThe Art of Deception: Controlling the Human Element of Security2001New YorkWiley"},{"key":"e_1_3_1_2_92_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-5914.1972.tb00309.x"},{"issue":"3","key":"e_1_3_1_2_93_1","first-page":"375","article-title":"Credibility of precision journalism","volume":"58","author":"Mosier NR","year":"1981","unstructured":"MosierNRAhlgrenACredibility of precision journalismJournalism & Mass Communication Quarterly1981583375518","journal-title":"Journalism & Mass Communication Quarterly"},{"key":"e_1_3_1_2_94_1","doi-asserted-by":"publisher","DOI":"10.2307\/249422"},{"key":"e_1_3_1_2_95_1","first-page":"321","volume-title":"Proceedings of the Third International Conference on Emerging Security Information, Systems and Technologies","author":"Nagy J","year":"2009","unstructured":"NagyJPechoPSocial networks securityProceedings of the Third International Conference on Emerging Security Information, Systems and Technologies2009Athens, GlyfadaIEEE321325"},{"key":"e_1_3_1_2_96_1","volume-title":"Introducing Nlp: Psychological Skills for Understanding and Influencing People","author":"O\u2019Connor J","year":"2011","unstructured":"O\u2019ConnorJSeymourJIntroducing Nlp: Psychological Skills for Understanding and Influencing People2011San FranciscoConari Press"},{"key":"e_1_3_1_2_97_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1533-8525.1970.tb02077.x"},{"key":"e_1_3_1_2_98_1","doi-asserted-by":"publisher","DOI":"10.1080\/00913367.1990.10673191"},{"key":"e_1_3_1_2_99_1","volume-title":"Thirty-One Hours: The Grindstone Experiment","author":"Olson T","year":"1966","unstructured":"OlsonTChristiansenGThirty-One Hours: The Grindstone Experiment1966TorontoCanadian Friends Service Committee"},{"issue":"2","key":"e_1_3_1_2_100_1","first-page":"1","article-title":"Four assumptions of multiple regression that researchers should always test","volume":"8","author":"Osborne J","year":"2002","unstructured":"OsborneJWatersEFour assumptions of multiple regression that researchers should always testPractical Assessment, Research & Evaluation20028219","journal-title":"Practical Assessment, Research & Evaluation"},{"key":"e_1_3_1_2_101_1","doi-asserted-by":"publisher","DOI":"10.1057\/s41303-016-0001-6"},{"key":"e_1_3_1_2_102_1","first-page":"285","volume-title":"A personality based model for determining susceptibility to phishing attacks","author":"Parrish JL","year":"2009","unstructured":"ParrishJLJrBaileyJLCourtneyJFA personality based model for determining susceptibility to phishing attacks2009Little RockUniversity of Arkansas285296"},{"key":"e_1_3_1_2_103_1","doi-asserted-by":"publisher","DOI":"10.1108\/09685221211219173"},{"key":"e_1_3_1_2_104_1","first-page":"281","volume-title":"Proceedings of the Fifth International AAAI Conference on Weblogs and Social Media","author":"Pennacchiotti M","year":"2011","unstructured":"PennacchiottiMPopescuA-MA machine learning approach to Twitter user classificationProceedings of the Fifth International AAAI Conference on Weblogs and Social Media2011BarcelonaAssociation for the Advancement of Artificial Intelligence281288"},{"key":"e_1_3_1_2_105_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4964-1_1"},{"key":"e_1_3_1_2_106_1","first-page":"101","article-title":"Understanding risk perception from natural hazards: examples from Germany","volume":"21","author":"Plapp T","year":"2006","unstructured":"PlappTWernerUUnderstanding risk perception from natural hazards: examples from GermanyRisk200621101108","journal-title":"Risk"},{"key":"e_1_3_1_2_107_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1559-1816.2004.tb02547.x"},{"key":"e_1_3_1_2_108_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1024263031800"},{"key":"e_1_3_1_2_109_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2013\/37.4.09"},{"key":"e_1_3_1_2_110_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2014.03.009"},{"key":"e_1_3_1_2_111_1","doi-asserted-by":"publisher","DOI":"10.1207\/s15327965pli0801_1"},{"key":"e_1_3_1_2_112_1","doi-asserted-by":"crossref","unstructured":"Qi T (2007) An investigation of heuristics of human judgment in detecting deception and potential implications in countering social engineering. In Intelligence and Security Informatics 2007 IEEE pp 152\u2013159 IEEE.","DOI":"10.1109\/ISI.2007.379548"},{"key":"e_1_3_1_2_113_1","doi-asserted-by":"crossref","unstructured":"Rao D Yarowsky D Shreevats A Gupta M (2010) Classifying latent user attributes in Twitter. In Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents Toronto Canada pp 37\u201344.","DOI":"10.1145\/1871985.1871993"},{"key":"e_1_3_1_2_114_1","volume-title":"Scientific Research in Information Systems: A Beginner\u2019s Guide","author":"Recker J","year":"2012","unstructured":"ReckerJScientific Research in Information Systems: A Beginner\u2019s Guide2012BerlinSpringer"},{"key":"e_1_3_1_2_115_1","doi-asserted-by":"publisher","DOI":"10.1177\/109019817400200403"},{"key":"e_1_3_1_2_116_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1751-9004.2011.00355.x"},{"key":"e_1_3_1_2_117_1","doi-asserted-by":"publisher","DOI":"10.1080\/15598608.2007.10411855"},{"key":"e_1_3_1_2_118_1","doi-asserted-by":"crossref","unstructured":"Sadeghian A Zamani M and Shanmugam B (2013) Security threats in online social networks. In 2013 International Conference on Informatics and Creative Multimedia (ICICM) pp 254\u2013258 IEEE.","DOI":"10.1109\/ICICM.2013.50"},{"issue":"4","key":"e_1_3_1_2_119_1","first-page":"813","article-title":"Credibility of newspaper opinion polls: source, source intent and precision","volume":"64","author":"Salwen MB","year":"1987","unstructured":"SalwenMBCredibility of newspaper opinion polls: source, source intent and precisionJournalism & Mass Communication Quarterly1987644813819","journal-title":"Journalism & Mass Communication Quarterly"},{"key":"e_1_3_1_2_120_1","volume-title":"Persuasion, Social Influence, and Compliance Gaining","author":"Seiter R","year":"2010","unstructured":"SeiterRGassJPersuasion, Social Influence, and Compliance Gaining2010BostonAllyn & Bacon"},{"key":"e_1_3_1_2_121_1","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1145\/1753326.1753383","volume-title":"Proceedings of the 2010 SIGCHI Conference on Human Factors in Computing Systems, New York","author":"Sheng S","year":"2010","unstructured":"ShengSHolbrookMKumaraguruPCranorLFDownsJWho falls for phish? A demographic analysis of phishing susceptibility and effectiveness of interventionsProceedings of the 2010 SIGCHI Conference on Human Factors in Computing Systems, New York2010USAACM373382"},{"key":"e_1_3_1_2_122_1","volume-title":"Social Judgment: Assimilation and Contrast Effects in Communication and Attitude Change","author":"Sherif M","year":"1961","unstructured":"SherifMHovlandCISocial Judgment: Assimilation and Contrast Effects in Communication and Attitude Change1961OxfordYale University Press"},{"key":"e_1_3_1_2_123_1","doi-asserted-by":"publisher","DOI":"10.1037\/1082-989X.7.4.422"},{"key":"e_1_3_1_2_124_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2013.0509"},{"issue":"2","key":"e_1_3_1_2_125_1","first-page":"316","article-title":"Components of credibility of a favorable news source","volume":"53","author":"Singletary MW","year":"1976","unstructured":"SingletaryMWComponents of credibility of a favorable news sourceJournalism & Mass Communication Quarterly1976532316319","journal-title":"Journalism & Mass Communication Quarterly"},{"key":"e_1_3_1_2_126_1","doi-asserted-by":"publisher","DOI":"10.17705\/1jais.00093"},{"key":"e_1_3_1_2_127_1","first-page":"1","volume-title":"Proceedings of the 26th Annual Computer Security Applications Conference","author":"Stringhini G","year":"2010","unstructured":"StringhiniGKruegelCVignaGDetecting spammers on social networksProceedings of the 26th Annual Computer Security Applications Conference2010AustinACM19"},{"key":"e_1_3_1_2_128_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.14.1.47.14767"},{"key":"e_1_3_1_2_129_1","volume-title":"Using Multivariate Statistics","author":"Tabachnick BG","year":"2001","unstructured":"TabachnickBGFidellLSUsing Multivariate Statistics20014BostonAllyn and Bacon","edition":"4"},{"key":"e_1_3_1_2_130_1","doi-asserted-by":"publisher","DOI":"10.4135\/9781506335193"},{"key":"e_1_3_1_2_131_1","first-page":"195","volume-title":"Proceedings of the 22nd Annual USENIX Security Symposium (Usenix Sec 2013)","author":"Thomas K","year":"2013","unstructured":"ThomasKMcCoyDGrierCKolczAPaxsonVTrafficking fraudulent accounts: the role of the underground market in Twitter spam and abuseProceedings of the 22nd Annual USENIX Security Symposium (Usenix Sec 2013)2013Washington, DCCiteseer195210"},{"key":"e_1_3_1_2_132_1","first-page":"63","volume-title":"Proceedings of the 5th International Conference on Malicious and Unwanted Software (MALWARE)","author":"Thomas K","year":"2010","unstructured":"ThomasKNicolDMThe Koobface Botnet and the rise of social malwareProceedings of the 5th International Conference on Malicious and Unwanted Software (MALWARE)2010Nancy LorraineIEEE6370"},{"key":"e_1_3_1_2_133_1","first-page":"133","volume-title":"Proceedings of the 1st Annual Conference on Information Security Curriculum Development","author":"Thornburgh T","year":"2004","unstructured":"ThornburghTSocial engineering: the dark artProceedings of the 1st Annual Conference on Information Security Curriculum Development2004New YorkACM133135"},{"key":"e_1_3_1_2_134_1","doi-asserted-by":"publisher","DOI":"10.1145\/301353.301402"},{"key":"e_1_3_1_2_135_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2575.2009.00328.x"},{"key":"e_1_3_1_2_136_1","doi-asserted-by":"publisher","DOI":"10.17705\/1jais.00375"},{"key":"e_1_3_1_2_137_1","doi-asserted-by":"publisher","DOI":"10.2753\/MIS0742-1222240403"},{"issue":"6","key":"e_1_3_1_2_138_1","first-page":"1","article-title":"Diffusion of deception in social media: social contagion effects and its antecedents","volume":"17","author":"Vishwanath A","year":"2014","unstructured":"VishwanathADiffusion of deception in social media: social contagion effects and its antecedentsInformation Systems Frontiers2014176115","journal-title":"Information Systems Frontiers"},{"key":"e_1_3_1_2_139_1","first-page":"1","volume-title":"The Proceedings of the 2010 International Conference on Security and Cryptography (SECRYPT), Athens","author":"Wang AH","year":"2010","unstructured":"WangAHDon\u2019t follow me: spam detection in TwitterThe Proceedings of the 2010 International Conference on Security and Cryptography (SECRYPT), Athens2010IEEEGreece110"},{"key":"e_1_3_1_2_140_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2015\/39.1.05"},{"key":"e_1_3_1_2_141_1","doi-asserted-by":"publisher","DOI":"10.1111\/jcc4.12041"},{"key":"e_1_3_1_2_142_1","doi-asserted-by":"publisher","DOI":"10.25300\/MISQ\/2013\/37.1.01"},{"key":"e_1_3_1_2_143_1","doi-asserted-by":"publisher","DOI":"10.1080\/10658980701788165"},{"key":"e_1_3_1_2_144_1","doi-asserted-by":"publisher","DOI":"10.1002\/asi.20779"},{"key":"e_1_3_1_2_145_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.2014.0522"},{"key":"e_1_3_1_2_146_1","volume-title":"Role play: theory and practice","author":"Yardley-Matwiejczuk KM","year":"1997","unstructured":"Yardley-MatwiejczukKMRole play: theory and practice1997LondonSage"},{"key":"e_1_3_1_2_147_1","doi-asserted-by":"publisher","DOI":"10.1086\/651257"}],"container-title":["European Journal of Information Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1057\/s41303-017-0057-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1057\/s41303-017-0057-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1057\/s41303-017-0057-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1057\/s41303-017-0057-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T17:51:33Z","timestamp":1770400293000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1057\/s41303-017-0057-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11]]},"references-count":147,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2017,11]]}},"alternative-id":["10.1057\/s41303-017-0057-y"],"URL":"https:\/\/doi.org\/10.1057\/s41303-017-0057-y","relation":{},"ISSN":["0960-085X","1476-9344"],"issn-type":[{"value":"0960-085X","type":"print"},{"value":"1476-9344","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,11]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjis20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tjis20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2016-01-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2017-05-30","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2017-06-14","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2018-02-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}