{"id":"https://openalex.org/W1682887312","doi":"https://doi.org/10.18653/v1/w13-5011","title":"A Graph-Based Approach to Skill Extraction from Text","display_name":"A Graph-Based Approach to Skill Extraction from Text","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1682887312","doi":"https://doi.org/10.18653/v1/w13-5011","mag":"1682887312"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w13-5011","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w13-5011","pdf_url":"https://aclanthology.org/W13-5011.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 TextGraphs-8 Graph-based Methods for Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/W13-5011.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001517214","display_name":"Ilkka Kivim\u00e4ki","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Ilkka Kivim\u00e4ki","raw_affiliation_strings":["UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026157285","display_name":"Alexander Panchenko","orcid":"https://orcid.org/0000-0001-6097-6118"},"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"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Panchenko","raw_affiliation_strings":["Universit\u00e4t Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817197","display_name":"Adrien Dessy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adrien Dessy","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070894361","display_name":"Dries Verdegem","orcid":"https://orcid.org/0000-0003-1905-4431"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dries Verdegem","raw_affiliation_strings":["KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018119383","display_name":"Pascal Francq","orcid":"https://orcid.org/0000-0003-2815-985X"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Pascal Francq","raw_affiliation_strings":["UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032019511","display_name":"Hugues Bersini","orcid":"https://orcid.org/0000-0001-5820-7360"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Hugues Bersini","raw_affiliation_strings":["Universit\u00e9 Libre de Bruxelles, Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Libre de Bruxelles, Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110457076","display_name":"Marco Saerens","orcid":null},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marco Saerens","raw_affiliation_strings":["UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001517214"],"corresponding_institution_ids":["https://openalex.org/I95674353"],"apc_list":null,"apc_paid":null,"fwci":3.9539,"has_fulltext":true,"cited_by_count":40,"citation_normalized_percentile":{"value":0.93372469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9991999864578247,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/T10028","display_name":"Topic Modeling","score":0.9983999729156494,"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/hyperlink","display_name":"Hyperlink","score":0.873491108417511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8031840324401855},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.602658212184906},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5252268314361572},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47757819294929504},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4141845703125},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.29231882095336914},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2143857777118683}],"concepts":[{"id":"https://openalex.org/C30088001","wikidata":"https://www.wikidata.org/wiki/Q102014","display_name":"Hyperlink","level":3,"score":0.873491108417511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8031840324401855},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.602658212184906},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5252268314361572},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47757819294929504},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4141845703125},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.29231882095336914},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2143857777118683},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.18653/v1/w13-5011","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w13-5011","pdf_url":"https://aclanthology.org/W13-5011.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 TextGraphs-8 Graph-based Methods for Natural Language Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:136968","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/136968","pdf_url":"http://hdl.handle.net/2078.1/136968","source":{"id":"https://openalex.org/S4306401974","display_name":"DIAL (Catholic University of Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.401.1782","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.401.1782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.aclweb.org/anthology/W/W13/W13-5011.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.18653/v1/w13-5011","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w13-5011","pdf_url":"https://aclanthology.org/W13-5011.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 TextGraphs-8 Graph-based Methods for Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1682887312.pdf","grobid_xml":"https://content.openalex.org/works/W1682887312.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W200645999","https://openalex.org/W1039475146","https://openalex.org/W1532325895","https://openalex.org/W1544399847","https://openalex.org/W1606412149","https://openalex.org/W1854214752","https://openalex.org/W1880262756","https://openalex.org/W1983578042","https://openalex.org/W1984681168","https://openalex.org/W1992914835","https://openalex.org/W2063049279","https://openalex.org/W2066075273","https://openalex.org/W2072405546","https://openalex.org/W2072773380","https://openalex.org/W2081580037","https://openalex.org/W2082557450","https://openalex.org/W2091879664","https://openalex.org/W2099359862","https://openalex.org/W2104382147","https://openalex.org/W2109154616","https://openalex.org/W2120779048","https://openalex.org/W2131357087","https://openalex.org/W2135255848","https://openalex.org/W2138621811","https://openalex.org/W2147783027","https://openalex.org/W2149285182","https://openalex.org/W2168586324","https://openalex.org/W2169847772","https://openalex.org/W2492078868","https://openalex.org/W2913036029"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2384033143","https://openalex.org/W1525584714","https://openalex.org/W2086028161","https://openalex.org/W2366569016","https://openalex.org/W1999760390","https://openalex.org/W2169968158","https://openalex.org/W1989883077","https://openalex.org/W1974853862","https://openalex.org/W2884859571"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,13,22,56,87],"system":[4,29,67],"that":[5,18,27],"performs":[6],"skill":[7],"extraction":[8],"from":[9,62],"text":[10],"documents.It":[11],"outputs":[12],"list":[14,57],"of":[15,37,44,51,58,81,91],"professional":[16,59],"skills":[17,60],"are":[19],"relevant":[20],"to":[21,102],"given":[23],"input":[24,76,105],"text.We":[25],"argue":[26],"the":[28,45,48,63,79,92,97,104],"can":[30],"be":[31],"practical":[32],"for":[33],"hiring":[34],"and":[35,47,78,84],"management":[36],"personnel":[38],"in":[39,100],"an":[40,75],"organization.We":[41],"make":[42],"use":[43],"texts":[46,80],"hyperlink":[49],"graph":[50,99],"Wikipedia,":[52],"as":[53,55],"well":[54],"obtained":[61],"LinkedIn":[64],"social":[65],"network.The":[66],"is":[68],"based":[69],"on":[70,96],"first":[71],"computing":[72],"similarities":[73],"between":[74],"document":[77,106],"Wikipedia":[82,98],"pages":[83],"then":[85],"using":[86],"biased,":[88],"hub-avoiding":[89],"version":[90],"Spreading":[93],"Activation":[94],"algorithm":[95],"order":[101],"associate":[103],"with":[107],"skills.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}