{"id":"https://openalex.org/W4211165826","doi":"https://doi.org/10.1108/dta-01-2021-0021","title":"Social recruiting: an application of social network analysis for preselection of candidates","display_name":"Social recruiting: an application of social network analysis for preselection of candidates","publication_year":2022,"publication_date":"2022-02-10","ids":{"openalex":"https://openalex.org/W4211165826","doi":"https://doi.org/10.1108/dta-01-2021-0021"},"language":"en","primary_location":{"id":"doi:10.1108/dta-01-2021-0021","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-01-2021-0021","pdf_url":null,"source":{"id":"https://openalex.org/S152623109","display_name":"Data Technologies and Applications","issn_l":"0033-0337","issn":["0033-0337","1758-7301","2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007724645","display_name":"Stevan Milovanovi\u0107","orcid":"https://orcid.org/0000-0001-8906-9386"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Stevan Milovanovi\u0107","raw_affiliation_strings":["Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-8906-9386","affiliations":[{"raw_affiliation_string":"Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009174369","display_name":"Zorica Bogdanovi\u0107","orcid":"https://orcid.org/0000-0003-4799-1588"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Zorica Bogdanovi\u0107","raw_affiliation_strings":["Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0003-4799-1588","affiliations":[{"raw_affiliation_string":"Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076237177","display_name":"\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u0430 \u041b\u0430\u0431\u0443\u0441","orcid":"https://orcid.org/0000-0002-7716-5845"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Aleksandra Labus","raw_affiliation_strings":["Department for E-business, Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-7716-5845","affiliations":[{"raw_affiliation_string":"Department for E-business, Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091162612","display_name":"Marijana Despotovi\u0107\u2010Zraki\u0107","orcid":"https://orcid.org/0000-0002-6458-1575"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Marijana Despotovi\u0107-Zraki\u0107","raw_affiliation_strings":["Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Organisational Sciences, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103920874","display_name":"Svetlana Mitrovi\u0107","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Svetlana Mitrovi\u0107","raw_affiliation_strings":["Project Management College, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Project Management College, Belgrade, Serbia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9328,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.91171064,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"56","issue":"4","first_page":"536","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.685906708240509},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6141766309738159},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5894368886947632},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.568375825881958},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5638349056243896},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4912542700767517},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47289717197418213},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.45927199721336365},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4415368437767029},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4403077960014343},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4167516827583313},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3749878406524658},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.26089322566986084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24153515696525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685906708240509},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6141766309738159},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5894368886947632},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.568375825881958},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5638349056243896},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4912542700767517},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47289717197418213},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.45927199721336365},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4415368437767029},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4403077960014343},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4167516827583313},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3749878406524658},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.26089322566986084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24153515696525574},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/dta-01-2021-0021","is_oa":false,"landing_page_url":"https://doi.org/10.1108/dta-01-2021-0021","pdf_url":null,"source":{"id":"https://openalex.org/S152623109","display_name":"Data Technologies and Applications","issn_l":"0033-0337","issn":["0033-0337","1758-7301","2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Technologies and Applications","raw_type":"journal-article"},{"id":"pmh:oai:rfos.fon.bg.ac.rs:123456789/2430","is_oa":false,"landing_page_url":"https://rfos.fon.bg.ac.rs/handle/123456789/2430","pdf_url":null,"source":{"id":"https://openalex.org/S152623109","display_name":"Data Technologies and Applications","issn_l":"0033-0337","issn":["0033-0337","1758-7301","2514-9288","2514-9318"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Technologies and Applications","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W158244926","https://openalex.org/W1542807197","https://openalex.org/W1791587663","https://openalex.org/W1899729765","https://openalex.org/W1985749074","https://openalex.org/W1992031479","https://openalex.org/W2012548127","https://openalex.org/W2068810364","https://openalex.org/W2077738931","https://openalex.org/W2101234009","https://openalex.org/W2111162011","https://openalex.org/W2122036089","https://openalex.org/W2143247213","https://openalex.org/W2147952642","https://openalex.org/W2148317291","https://openalex.org/W2160258714","https://openalex.org/W2200563873","https://openalex.org/W2271719554","https://openalex.org/W2341225008","https://openalex.org/W2590980183","https://openalex.org/W2611021778","https://openalex.org/W2744999500","https://openalex.org/W2767230280","https://openalex.org/W2767648617","https://openalex.org/W2773894366","https://openalex.org/W2782042529","https://openalex.org/W2793477358","https://openalex.org/W2802772536","https://openalex.org/W2898329668","https://openalex.org/W2920348434","https://openalex.org/W2932715516","https://openalex.org/W2948074237","https://openalex.org/W2959869149","https://openalex.org/W2971508253","https://openalex.org/W2977837933","https://openalex.org/W2986032230","https://openalex.org/W2989739077","https://openalex.org/W2995753160","https://openalex.org/W3005123765","https://openalex.org/W3019466504","https://openalex.org/W3021324441"],"related_works":["https://openalex.org/W2364562957","https://openalex.org/W563404","https://openalex.org/W1488266984","https://openalex.org/W1594712698","https://openalex.org/W2776716187","https://openalex.org/W2995240494","https://openalex.org/W2747826093","https://openalex.org/W939011954","https://openalex.org/W2359550725","https://openalex.org/W2614882379"],"abstract_inverted_index":{"Purpose":[0],"The":[1,15,34,70,101,232,283,303,325,378,410,460],"paper":[2,84,447],"aims":[3],"to":[4,19,76,113,140,167,169,193,252,295,402,437,536,543],"studiy":[5],"social":[6,13,31,97,124,320,333,347,411,432,498,510],"recruiting":[7,174],"for":[8,79,90,144,340,451],"finding":[9],"suitable":[10,80],"candidates":[11,29,94,148,156,195,427],"on":[12,38,50,96,159,225,331],"networks.":[14,499],"main":[16],"goal":[17],"is":[18,37,157,165,235,266,281,309,358,547],"develop":[20],"a":[21,86,187,218,253,345,381,449,470,508],"methodological":[22,88,103,189],"approach":[23,89,104,190],"that":[24,366,386,397,440],"would":[25,354,399],"enable":[26,73],"preselection":[27,92,116,146,171,256,424],"of":[28,42,60,93,136,147,155,180,184,212,217,221,228,242,247,263,275,289,305,360,380,417,426,431,466,478,488,504,524,540],"using":[30,44,126,149,455,550],"network":[32,98,110,125,321,511],"analysis.":[33],"research":[35],"focus":[36],"the":[39,45,51,55,74,91,106,114,122,127,145,160,173,198,204,210,213,226,229,238,243,264,269,276,290,300,306,350,375,387,393,415,423,429,444,456,464,476,486,522,531,538,551],"automated":[40,502],"collection":[41,120,454,465,506,526],"data":[43,119,308,314,453,468,482,496,505,525,542],"web":[46,128,351,457],"scraping":[47,129,352],"method.":[48,302],"Based":[49],"information":[52,143,161],"collected":[53,277,307,541],"from":[54,121,497,507,514,517],"users'":[56],"profiles,":[57],"three":[58],"clusters":[59,72],"skills":[61,181,199,222,244,278,419],"and":[62,68,133,152,182,200,240,245,279,396,420,492],"interests":[63,183,201,224,246,280,421],"are":[64,390],"created:":[65],"technical,":[66],"empirical":[67],"education-based.":[69],"identified":[71],"recruiter":[75],"effectively":[77],"search":[78],"candidates.":[81,185,231],"Design/methodology/approach":[82],"This":[83,356,364],"proposes":[85],"new":[87],"based":[95,158],"analysis":[99,135,139],"(SNA).":[100],"defined":[102,115,188,202,207],"includes":[105],"following":[107],"phases:":[108],"Social":[109,408],"selection":[111],"according":[112],"goals;":[117],"Automatic":[118],"selected":[123],"method;":[130],"Filtering,":[131],"processing":[132],"statistical":[134],"data.":[137],"Data":[138],"identify":[141,194],"relevant":[142,418],"attributes":[150],"clustering":[151,341],"SNA.":[153],"Preselection":[154],"obtained.":[162],"Findings":[163],"It":[164],"possible":[166,549],"contribute":[168],"candidate":[170],"in":[172,237,268,293,299,392,405,428,443,469,528,554],"process":[175,430,503],"by":[176,203,484],"identifying":[177],"key":[178],"categories":[179],"Using":[186],"allows":[191,463],"recruiters":[192,284],"who":[196,494],"possess":[197],"search.":[205],"A":[206,260,272,500],"method":[208,327,357,395,450,462,523,533],"automates":[209],"verification":[211],"existence,":[214],"or":[215,223,338],"absence,":[216],"particular":[219,509],"category":[220],"profiles":[227],"potential":[230,248],"primary":[233],"intention":[234],"reflected":[236],"screening":[239],"filtering":[241],"candidates,":[249],"which":[250,546],"contributes":[251],"more":[254,467],"effective":[255],"process.":[257,377],"Research":[258],"limitations/implications":[259],"small":[261],"sample":[262],"participants":[265],"present":[267],"preliminary":[270],"evaluation.":[271],"manual":[273],"revision":[274],"conducted.":[282],"should":[285,413],"have":[286],"basic":[287],"knowledge":[288],"SNA":[291],"methodology":[292],"order":[294],"understand":[296],"its":[297],"application":[298],"described":[301,461],"reliability":[304],"assessed,":[310],"because":[311],"users":[312],"provide":[313],"themselves":[315],"when":[316],"filling":[317],"out":[318,513],"their":[319,406],"profiles.":[322],"Practical":[323],"implications":[324,409],"presented":[326,553],"could":[328],"be":[329,370,400,414],"applied":[330],"different":[332,346],"networks,":[334],"such":[335],"as":[336],"GitHub":[337],"AngelList":[339],"profile":[342],"skills.":[343],"For":[344],"network,":[348],"only":[349],"instructions":[353],"change.":[355],"composed":[359],"mutually":[361],"independent":[362],"steps.":[363],"means":[365],"each":[367],"step":[368],"can":[369],"implemented":[371,527],"differently,":[372],"without":[373],"changing":[374],"whole":[376],"results":[379],"pilot":[382],"project":[383],"evaluation":[384],"indicate":[385],"HR":[388],"experts":[389],"interested":[391],"proposed":[394,532],"they":[398],"willing":[401],"include":[403],"it":[404,474],"practice.":[407],"implication":[412],"determination":[416],"during":[422],"phase":[425],"recruitment.":[433],"Originality/value":[434],"In":[435],"contrast":[436],"previous":[438],"studies":[439],"were":[441],"discussed":[442],"paper,":[445,530],"this":[446,515,529],"defines":[448],"automatic":[452],"scraper":[458],"tool.":[459],"shorter":[471],"period.":[472],"Additionally,":[473],"reduces":[475],"cost":[477,487],"creating":[479],"an":[480],"initial":[481],"set":[483],"removing":[485],"hiring":[489],"interviewers,":[490],"questioners":[491],"people":[493],"collect":[495],"completely":[501],"stands":[512],"model":[516],"currently":[518],"available":[519],"solutions.":[520],"Considering":[521],"provides":[534],"opportunities":[535],"extend":[537],"scope":[539],"implicit":[544],"data,":[545],"not":[548],"tools":[552],"other":[555],"papers.":[556]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
