{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:58:30Z","timestamp":1772557110390,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,9,7]],"date-time":"2022-09-07T00:00:00Z","timestamp":1662508800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100000780","name":"European Commission","doi-asserted-by":"publisher","award":["870635"],"award-info":[{"award-number":["870635"]}],"id":[{"id":"10.13039\/501100000780","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,9,7]]},"DOI":"10.1145\/3549737.3549769","type":"proceedings-article","created":{"date-parts":[[2022,9,9]],"date-time":"2022-09-09T16:29:59Z","timestamp":1662740999000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching"],"prefix":"10.1145","author":[{"given":"Ioannis","family":"Konstantinidis","sequence":"first","affiliation":[{"name":"International Hellenic University, Greece"}]},{"given":"Manolis","family":"Maragoudakis","sequence":"additional","affiliation":[{"name":"Ionian University, Greece"}]},{"given":"Ioannis","family":"Magnisalis","sequence":"additional","affiliation":[{"name":"International Hellenic University, Greece"}]},{"given":"Christos","family":"Berberidis","sequence":"additional","affiliation":[{"name":"International Hellenic University, Greece"}]},{"given":"Vassilios","family":"Peristeras","sequence":"additional","affiliation":[{"name":"International Hellenic University, Greece"}]}],"member":"320","published-online":{"date-parts":[[2022,9,9]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1108\/SHR-04-2019-0024"},{"key":"#cr-split#-e_1_3_2_1_2_1.1","doi-asserted-by":"crossref","unstructured":"Akhil Arora Alberto Garcia-Duran and Robert West. 2021. Low-Rank Subspaces for Unsupervised Entity Linking. (2021) 8037-8054. https:\/\/doi.org\/10.18653\/v1\/2021.emnlp-main.634 arxiv:2104.08737 10.18653\/v1","DOI":"10.18653\/v1\/2021.emnlp-main.634"},{"key":"#cr-split#-e_1_3_2_1_2_1.2","doi-asserted-by":"crossref","unstructured":"Akhil Arora Alberto Garcia-Duran and Robert West. 2021. Low-Rank Subspaces for Unsupervised Entity Linking. (2021) 8037-8054. https:\/\/doi.org\/10.18653\/v1\/2021.emnlp-main.634 arxiv:2104.08737","DOI":"10.18653\/v1\/2021.emnlp-main.634"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.121177"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.107049"},{"key":"e_1_3_2_1_6_1","volume-title":"Entity Linking as a Population Mechanism for Skill Ontologies: Evaluating the Use of ESCO and Wikidata. Communications in Computer and Information Science 1355 CCIS","author":"Gonz\u00e1lez Lino","year":"2021","unstructured":"Lino Gonz\u00e1lez , Elena Garc\u00eda-Barriocanal , and Miguel\u00a0Angel Sicilia . 2021. Entity Linking as a Population Mechanism for Skill Ontologies: Evaluating the Use of ESCO and Wikidata. Communications in Computer and Information Science 1355 CCIS ( 2021 ), 116\u2013122. https:\/\/doi.org\/10.1007\/978-3-030-71903-6_12 10.1007\/978-3-030-71903-6_12 Lino Gonz\u00e1lez, Elena Garc\u00eda-Barriocanal, and Miguel\u00a0Angel Sicilia. 2021. Entity Linking as a Population Mechanism for Skill Ontologies: Evaluating the Use of ESCO and Wikidata. Communications in Computer and Information Science 1355 CCIS (2021), 116\u2013122. https:\/\/doi.org\/10.1007\/978-3-030-71903-6_12"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i08.7038"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-05302-x"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2921572"},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings of TextGraphs@EMNLP 2013: The 8th Workshop on Graph-Based Methods for Natural Language ProcessingOctober","author":"Kivim\u00e4ki Ilkka","year":"2020","unstructured":"Ilkka Kivim\u00e4ki , Alexander Panchenko , Adrien Dessy , Dries Verdegem , Pascal Francq , C\u00e9drick Fairon , Hugues Bersini , and Marco Saerens . 2020 . A graph-based approach to skill extraction from text . Proceedings of TextGraphs@EMNLP 2013: The 8th Workshop on Graph-Based Methods for Natural Language ProcessingOctober (2020), 79\u201387. Ilkka Kivim\u00e4ki, Alexander Panchenko, Adrien Dessy, Dries Verdegem, Pascal Francq, C\u00e9drick Fairon, Hugues Bersini, and Marco Saerens. 2020. A graph-based approach to skill extraction from text. Proceedings of TextGraphs@EMNLP 2013: The 8th Workshop on Graph-Based Methods for Natural Language ProcessingOctober (2020), 79\u201387."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2014.283"},{"key":"e_1_3_2_1_12_1","volume-title":"Soviet physics doklady, Vol.\u00a010","author":"Levenshtein I","unstructured":"Vladimir\u00a0 I Levenshtein and Others. 1966. Binary codes capable of correcting deletions, insertions, and reversals . In Soviet physics doklady, Vol.\u00a010 . Soviet Union , 707\u2013710. Vladimir\u00a0I Levenshtein and Others. 1966. Binary codes capable of correcting deletions, insertions, and reversals. In Soviet physics doklady, Vol.\u00a010. Soviet Union, 707\u2013710."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3184558.3186942"},{"key":"e_1_3_2_1_14_1","volume-title":"International conference on dublin core and metadata applications. 3\u201310","author":"Miles Alistair","year":"2005","unstructured":"Alistair Miles , Brian Matthews , Michael Wilson , and Dan Brickley . 2005 . SKOS core: simple knowledge organisation for the web . In International conference on dublin core and metadata applications. 3\u201310 . Alistair Miles, Brian Matthews, Michael Wilson, and Dan Brickley. 2005. SKOS core: simple knowledge organisation for the web. In International conference on dublin core and metadata applications. 3\u201310."},{"key":"e_1_3_2_1_15_1","volume-title":"Tenth Global Edition","author":"Noe Raymond","unstructured":"Raymond Noe , John Hollenbeck , Barry Gerhart , and Patrick Wright . 2006. Human Resources Management: Gaining a Competitive Advantage , Tenth Global Edition . McGraw-Hill Education New York , MA , New York. Raymond Noe, John Hollenbeck, Barry Gerhart, and Patrick Wright. 2006. Human Resources Management: Gaining a Competitive Advantage, Tenth Global Edition. McGraw-Hill Education New York, MA, New York."},{"key":"#cr-split#-e_1_3_2_1_16_1.1","doi-asserted-by":"crossref","unstructured":"Francesco Osborne Angelo Salatino Aliaksandr Birukou and Enrico Motta. 2016. Automatic classification of springer nature proceedings with smart topic miner. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9982 LNCS (2016) 383-399. https:\/\/doi.org\/10.1007\/978-3-319-46547-0_33 10.1007\/978-3-319-46547-0_33","DOI":"10.1007\/978-3-319-46547-0_33"},{"key":"#cr-split#-e_1_3_2_1_16_1.2","doi-asserted-by":"crossref","unstructured":"Francesco Osborne Angelo Salatino Aliaksandr Birukou and Enrico Motta. 2016. Automatic classification of springer nature proceedings with smart topic miner. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 9982 LNCS (2016) 383-399. https:\/\/doi.org\/10.1007\/978-3-319-46547-0_33","DOI":"10.1007\/978-3-319-46547-0_33"},{"key":"#cr-split#-e_1_3_2_1_17_1.1","doi-asserted-by":"crossref","unstructured":"Tung\u00a0T. Phan Vinh\u00a0Q. Pham Hien\u00a0D. Nguyen Anh\u00a0T. Huynh Dung\u00a0A. Tran and Vuong\u00a0T. Pham. 2021. Ontology-Based Resume Searching System for Job Applicants in Information Technology. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12798 LNAI (2021) 261-273. https:\/\/doi.org\/10.1007\/978-3-030-79457-6_23 10.1007\/978-3-030-79457-6_23","DOI":"10.1007\/978-3-030-79457-6_23"},{"key":"#cr-split#-e_1_3_2_1_17_1.2","doi-asserted-by":"crossref","unstructured":"Tung\u00a0T. Phan Vinh\u00a0Q. Pham Hien\u00a0D. Nguyen Anh\u00a0T. Huynh Dung\u00a0A. Tran and Vuong\u00a0T. Pham. 2021. Ontology-Based Resume Searching System for Job Applicants in Information Technology. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12798 LNAI (2021) 261-273. https:\/\/doi.org\/10.1007\/978-3-030-79457-6_23","DOI":"10.1007\/978-3-030-79457-6_23"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/3376927"},{"key":"#cr-split#-e_1_3_2_1_19_1.1","doi-asserted-by":"crossref","unstructured":"Nils Reimers and Iryna Gurevych. 2020. Sentence-BERT: Sentence embeddings using siamese BERT-networks. EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing Proceedings of the Conference(2020) 3982-3992. https:\/\/doi.org\/10.18653\/v1\/d19-1410 arxiv:1908.10084 10.18653\/v1","DOI":"10.18653\/v1\/D19-1410"},{"key":"#cr-split#-e_1_3_2_1_19_1.2","doi-asserted-by":"crossref","unstructured":"Nils Reimers and Iryna Gurevych. 2020. Sentence-BERT: Sentence embeddings using siamese BERT-networks. EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing Proceedings of the Conference(2020) 3982-3992. https:\/\/doi.org\/10.18653\/v1\/d19-1410 arxiv:1908.10084","DOI":"10.18653\/v1\/D19-1410"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.03.284"},{"key":"#cr-split#-e_1_3_2_1_21_1.1","doi-asserted-by":"crossref","unstructured":"Angelo Salatino Francesco Osborne and Enrico Motta. 2021. CSO Classifier 3.0: a scalable unsupervised method for classifying documents in terms of research topics. International Journal on Digital Libraries(2021). https:\/\/doi.org\/10.1007\/s00799-021-00305-y 10.1007\/s00799-021-00305-y","DOI":"10.1007\/s00799-021-00305-y"},{"key":"#cr-split#-e_1_3_2_1_21_1.2","doi-asserted-by":"crossref","unstructured":"Angelo Salatino Francesco Osborne and Enrico Motta. 2021. CSO Classifier 3.0: a scalable unsupervised method for classifying documents in terms of research topics. International Journal on Digital Libraries(2021). https:\/\/doi.org\/10.1007\/s00799-021-00305-y","DOI":"10.1007\/s00799-021-00305-y"},{"key":"e_1_3_2_1_22_1","volume-title":"The CSO Classifier: Ontology-Driven Detection of Research Topics in Scholarly Articles. Vol.\u00a011799 LNCS","author":"Salatino A.","unstructured":"Angelo\u00a0 A. Salatino , Francesco Osborne , Thiviyan Thanapalasingam , and Enrico Motta . 2019. The CSO Classifier: Ontology-Driven Detection of Research Topics in Scholarly Articles. Vol.\u00a011799 LNCS . Springer International Publishing . 296\u2013311 pages. https:\/\/doi.org\/10.1007\/978-3-030-30760-8_26 10.1007\/978-3-030-30760-8_26 Angelo\u00a0A. Salatino, Francesco Osborne, Thiviyan Thanapalasingam, and Enrico Motta. 2019. The CSO Classifier: Ontology-Driven Detection of Research Topics in Scholarly Articles. Vol.\u00a011799 LNCS. Springer International Publishing. 296\u2013311 pages. https:\/\/doi.org\/10.1007\/978-3-030-30760-8_26"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/dint_a_00055"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCSW.2011.20"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258088"},{"key":"e_1_3_2_1_26_1","volume-title":"MPNet: Masked and Permuted Pre-training for Language Understanding. NeurIPS","author":"Song Kaitao","year":"2020","unstructured":"Kaitao Song , Xu Tan , Tao Qin , Jianfeng Lu , and Tie-Yan Liu . 2020. MPNet: Masked and Permuted Pre-training for Language Understanding. NeurIPS ( 2020 ), 1\u201314. arxiv:2004.09297http:\/\/arxiv.org\/abs\/2004.09297 Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, and Tie-Yan Liu. 2020. MPNet: Masked and Permuted Pre-training for Language Understanding. NeurIPS (2020), 1\u201314. arxiv:2004.09297http:\/\/arxiv.org\/abs\/2004.09297"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/IRI49571.2020.00063"}],"event":{"name":"SETN 2022: 12th Hellenic Conference on Artificial Intelligence","location":"Corfu Greece","acronym":"SETN 2022"},"container-title":["Proceedings of the 12th Hellenic Conference on Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549737.3549769","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3549737.3549769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:55Z","timestamp":1750183795000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549737.3549769"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,7]]},"references-count":31,"alternative-id":["10.1145\/3549737.3549769","10.1145\/3549737"],"URL":"https:\/\/doi.org\/10.1145\/3549737.3549769","relation":{},"subject":[],"published":{"date-parts":[[2022,9,7]]},"assertion":[{"value":"2022-09-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}