{"id":"https://openalex.org/W4386365894","doi":"https://doi.org/10.18293/seke2023-148","title":"Multi-Domain Feature Representation and Multi-Dimensional Feature Interaction for Person-Job Fit","display_name":"Multi-Domain Feature Representation and Multi-Dimensional Feature Interaction for Person-Job Fit","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365894","doi":"https://doi.org/10.18293/seke2023-148"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-148","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-148","pdf_url":"http://dx.doi.org/10.18293/seke2023-148","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dx.doi.org/10.18293/seke2023-148","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100365126","display_name":"Bin Li","orcid":"https://orcid.org/0000-0001-8500-9917"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["School of informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071006812","display_name":"Jian Ding","orcid":"https://orcid.org/0000-0002-6342-5781"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wen Ding","raw_affiliation_strings":["School of informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104163796","display_name":"Zhen Nan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Nan Chen","raw_affiliation_strings":["School of informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100731365","display_name":"Han Jiang","orcid":"https://orcid.org/0000-0003-3690-0492"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Peng Jiang","raw_affiliation_strings":["School of informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112117665","display_name":"Fan Lin","orcid":"https://orcid.org/0000-0002-6263-8793"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Lin","raw_affiliation_strings":["School of informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5104163796"],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18912165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2023","issue":null,"first_page":"333","last_page":"338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/feature","display_name":"Feature (linguistics)","score":0.779157280921936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7291833758354187},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7081266045570374},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6381178498268127},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5996005535125732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5260905027389526},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4347436726093292},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4111533761024475},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36024945974349976},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35547876358032227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14298281073570251}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.779157280921936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7291833758354187},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7081266045570374},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6381178498268127},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5996005535125732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5260905027389526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4347436726093292},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4111533761024475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36024945974349976},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35547876358032227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14298281073570251},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2023-148","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-148","pdf_url":"http://dx.doi.org/10.18293/seke2023-148","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-148","is_oa":true,"landing_page_url":"http://doi.org/10.18293/seke2023-148","pdf_url":"http://dx.doi.org/10.18293/seke2023-148","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365894.pdf","grobid_xml":"https://content.openalex.org/works/W4386365894.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2128424290","https://openalex.org/W2567070169","https://openalex.org/W2595029668","https://openalex.org/W2621145734","https://openalex.org/W2751933316","https://openalex.org/W2774363535","https://openalex.org/W2798507773","https://openalex.org/W2952255427","https://openalex.org/W2971042182","https://openalex.org/W2975059944","https://openalex.org/W2996428491","https://openalex.org/W3034753566","https://openalex.org/W3088684606","https://openalex.org/W3093581739","https://openalex.org/W3094607200","https://openalex.org/W3182537783","https://openalex.org/W4200087780","https://openalex.org/W4206762059","https://openalex.org/W4286008842","https://openalex.org/W4289533980","https://openalex.org/W4385245566","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W1972035260","https://openalex.org/W2062195135","https://openalex.org/W3147584709","https://openalex.org/W4301594054","https://openalex.org/W2794488505","https://openalex.org/W2795079307","https://openalex.org/W3125889879","https://openalex.org/W2977677679","https://openalex.org/W2793058541","https://openalex.org/W3124422538"],"abstract_inverted_index":{"Person-job":[0],"fit":[1,43],"aims":[2],"to":[3,7,13,90,105,123],"use":[4],"the":[5,27,58,74,91,107,131,140,145],"algorithms":[6,22],"match":[8],"jobseekers":[9],"with":[10],"job":[11,35,79,114],"postings":[12,80],"overcome":[14],"information":[15],"overload":[16],"on":[17,47,102,134],"online":[18],"recruitment":[19],"platforms.Traditional":[20],"matching":[21],"are":[23],"not":[24],"ideal":[25],"in":[26,68,76,111],"feature":[28,49,53,65,97,108,119,125],"representation":[29,50,87],"and":[30,34,51,63,78,84,113,129],"interaction":[31,120,126],"of":[32,60],"resumes":[33,77,112],"postings.To":[36],"this":[37],"end,":[38],"we":[39,71,94,116],"propose":[40,95,117],"a":[41,96,118,135],"person-job":[42],"model":[44],"PJFFRFI":[45],"based":[46,101],"multi-domain":[48],"multi-dimensional":[52],"interaction,":[54],"which":[55],"comprehensively":[56],"considers":[57],"features":[59,75],"various":[61],"domains":[62],"learns":[64],"correlation":[66,109],"vectors":[67,110],"different":[69,86],"dimensions.Specifically,":[70],"first":[72],"divide":[73],"into":[81],"seven":[82],"domains,":[83],"design":[85],"methods":[88],"according":[89],"data":[92],"type.Then":[93],"enhancement":[98],"module":[99,121],"(FEM)":[100],"multi-head":[103],"self-attention":[104],"learn":[106],"postings.Moreover,":[115],"(FIM)":[122],"facilitate":[124],"both":[127],"inside":[128],"outside":[130],"domain.Extensive":[132],"experiments":[133],"real-world":[136],"dataset":[137],"demonstrate":[138],"that":[139],"proposed":[141],"method":[142],"significantly":[143],"surpasses":[144],"state-of-the-art":[146],"methods.":[147]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
