{"id":"https://openalex.org/W2774624432","doi":"https://doi.org/10.1109/smc.2017.8122984","title":"Exploiting job transition patterns for effective job recommendation","display_name":"Exploiting job transition patterns for effective job recommendation","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2774624432","doi":"https://doi.org/10.1109/smc.2017.8122984","mag":"2774624432"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8122984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100422919","display_name":"Yujin Lee","orcid":"https://orcid.org/0000-0003-2840-6603"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yujin Lee","raw_affiliation_strings":["Department of Computer and Software, Hanyang University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028740930","display_name":"Yeon-Chang Lee","orcid":"https://orcid.org/0000-0002-8769-0678"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeon-Chang Lee","raw_affiliation_strings":["Department of Computer and Software, Hanyang University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038728451","display_name":"Jiwon Hong","orcid":"https://orcid.org/0000-0001-8664-3258"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiwon Hong","raw_affiliation_strings":["Department of Computer and Software, Hanyang University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Software, Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100656150","display_name":"Sang\u2010Wook Kim","orcid":"https://orcid.org/0000-0002-6345-9084"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang-Wook Kim","raw_affiliation_strings":["Hanyang University, Seongdong-gu, Seoul, KR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University, Seongdong-gu, Seoul, KR","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2414","last_page":"2419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5453188419342041},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.49848294258117676},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.49038100242614746},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25434255599975586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5453188419342041},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.49848294258117676},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.49038100242614746},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25434255599975586},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8122984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W961694062","https://openalex.org/W1015675232","https://openalex.org/W1530276735","https://openalex.org/W1690919088","https://openalex.org/W1976320242","https://openalex.org/W2030291207","https://openalex.org/W2042281163","https://openalex.org/W2043403353","https://openalex.org/W2048657872","https://openalex.org/W2049229728","https://openalex.org/W2052171434","https://openalex.org/W2052421337","https://openalex.org/W2054141820","https://openalex.org/W2093516649","https://openalex.org/W2100235918","https://openalex.org/W2150886314","https://openalex.org/W2157881433","https://openalex.org/W2161984370","https://openalex.org/W2171960770","https://openalex.org/W2286085333","https://openalex.org/W2467068840","https://openalex.org/W2496297199","https://openalex.org/W2560216535","https://openalex.org/W2560402853","https://openalex.org/W2560671600","https://openalex.org/W2586960503","https://openalex.org/W4299699909","https://openalex.org/W6696048895","https://openalex.org/W6733175898"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W3125580266","https://openalex.org/W44246808","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"E-recruitment":[0],"sites":[1],"such":[2],"as":[3,107],"LinkedIn,":[4],"Reed,":[5],"and":[6,18,47,95,117,138,151],"Indeed":[7],"have":[8,57,77],"a":[9,29,100,104,108,144,160],"huge":[10],"number":[11],"of":[12,69,92,103,110,120,141,146,174],"professional":[13],"resumes":[14],"from":[15],"job":[16,19,34,38,54,105,111],"seekers":[17,35],"openings":[20,39],"posted":[21],"by":[22],"recruiters.":[23],"In":[24,61],"this":[25,62],"situation,":[26],"it":[27],"is":[28,143],"very":[30],"time-consuming":[31],"task":[32],"for":[33],"to":[36,44],"find":[37],"that":[40,74,98,165,179],"are":[41],"well":[42],"matched":[43],"their":[45],"careers":[46],"desired":[48],"conditions.":[49],"Accordingly,":[50],"active":[51],"studies":[52,76],"on":[53,124],"recommendation":[55,133],"(JR)":[56],"been":[58],"conducted":[59],"recently.":[60],"paper,":[63],"we":[64,85,114,130,163,177],"address":[65,170],"the":[66,81,125,171,182,192],"important":[67],"property":[68,82,173],"transition":[70,183],"patterns":[71],"in":[72],"JR":[73,180,189],"previous":[75],"overlooked.":[78],"To":[79],"incorporate":[80],"into":[83],"JR,":[84],"first":[86],"propose":[87,115],"two":[88,147,152],"data":[89,126,148],"modeling":[90,127,149],"methods":[91,119,150],"adjacent":[93],"pairing":[94],"all":[96],"paring":[97],"represent":[99],"career":[101],"path":[102],"seeker":[106],"set":[109],"pairs.":[112],"Then,":[113],"frequency-based":[116],"graph-based":[118],"preference":[121,153],"inference":[122,154],"based":[123],"methods.":[128,155],"Finally,":[129],"develop":[131],"four":[132],"approaches,":[134],"AdjacentFreq,":[135],"AllFreq,":[136],"AdjacentGraph,":[137],"AllGraph,":[139],"each":[140],"which":[142],"combination":[145],"Through":[156],"extensive":[157],"experiments":[158],"using":[159,191],"real-life":[161],"dataset,":[162],"show":[164,178],"our":[166],"proposed":[167],"approaches":[168],"effectively":[169],"unique":[172],"JR.":[175],"Also,":[176],"utilizing":[181],"information":[184],"provides":[185],"accuracy":[186],"higher":[187],"than":[188],"not":[190],"information.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}