{"id":"https://openalex.org/W2806440576","doi":"https://doi.org/10.18653/v1/n18-3027","title":"Document-based Recommender System for Job Postings using Dense Representations","display_name":"Document-based Recommender System for Job Postings using Dense Representations","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2806440576","doi":"https://doi.org/10.18653/v1/n18-3027","mag":"2806440576"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n18-3027","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3027","pdf_url":"https://www.aclweb.org/anthology/N18-3027.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference of the North American Chapter of\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/N18-3027.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022169743","display_name":"Ahmed Elsafty","orcid":"https://orcid.org/0000-0002-7067-4962"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Elsafty","raw_affiliation_strings":["XING SE, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"XING SE, Hamburg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035714052","display_name":"Martin Riedl","orcid":"https://orcid.org/0000-0003-2411-1998"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I4210164948","display_name":"Institut f\u00fcr Mikroelektronik Stuttgart","ror":"https://ror.org/05kw00716","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210164948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Riedl","raw_affiliation_strings":["IMS, Universitt Stuttgart, Germany","IMS, Universit\u00e4t Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMS, Universitt Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346","https://openalex.org/I4210164948"]},{"raw_affiliation_string":"IMS, Universit\u00e4t Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021287757","display_name":"Chris Biemann","orcid":"https://orcid.org/0000-0002-8449-9624"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chris Biemann","raw_affiliation_strings":["Language Technology, Universitt Hamburg, Germany","Language Technology, Universit\u00e4t Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Language Technology, Universitt Hamburg, Germany","institution_ids":["https://openalex.org/I884043246"]},{"raw_affiliation_string":"Language Technology, Universit\u00e4t Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"224"},"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/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8672280311584473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7201247811317444},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4300585389137268},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3265855312347412}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8672280311584473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7201247811317444},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4300585389137268},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3265855312347412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n18-3027","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3027","pdf_url":"https://www.aclweb.org/anthology/N18-3027.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference of the North American Chapter of\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n18-3027","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n18-3027","pdf_url":"https://www.aclweb.org/anthology/N18-3027.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference of the North American Chapter of\n          the Association for Computational Linguistics: Human Language\n          Technologies, Volume 3 (Industry Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2806440576.pdf","grobid_xml":"https://content.openalex.org/works/W2806440576.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1493526108","https://openalex.org/W1615991656","https://openalex.org/W2008749430","https://openalex.org/W2030808931","https://openalex.org/W2054141820","https://openalex.org/W2060216474","https://openalex.org/W2098555399","https://openalex.org/W2110228583","https://openalex.org/W2116206254","https://openalex.org/W2131744502","https://openalex.org/W2153579005","https://openalex.org/W2158515176","https://openalex.org/W2165949563","https://openalex.org/W2166023018","https://openalex.org/W2222911438","https://openalex.org/W2251343465","https://openalex.org/W2251404238","https://openalex.org/W2251771443","https://openalex.org/W2306229986","https://openalex.org/W2341865734","https://openalex.org/W2399167294","https://openalex.org/W2462376878","https://openalex.org/W2515316006","https://openalex.org/W2534538876","https://openalex.org/W2565002155","https://openalex.org/W2572114121","https://openalex.org/W2734330123","https://openalex.org/W2964028602","https://openalex.org/W4249267926","https://openalex.org/W4294170691","https://openalex.org/W4294629820","https://openalex.org/W4298850062"],"related_works":["https://openalex.org/W2883909875","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2117346966","https://openalex.org/W2499363748","https://openalex.org/W2350747448","https://openalex.org/W2368095327","https://openalex.org/W1497071005"],"abstract_inverted_index":{"Ahmed":[0],"Elsafty,":[1],"Martin":[2],"Riedl,":[3],"Chris":[4],"Biemann.":[5],"Proceedings":[6],"of":[7,11,16],"the":[8,12,17],"2018":[9],"Conference":[10],"North":[13],"American":[14],"Chapter":[15],"Association":[18],"for":[19],"Computational":[20],"Linguistics:":[21],"Human":[22],"Language":[23],"Technologies,":[24],"Volume":[25],"3":[26],"(Industry":[27],"Papers).":[28],"2018.":[29]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}