{"id":"https://openalex.org/W64820227","doi":"https://doi.org/10.3233/978-1-58603-891-5-298","title":"Word Sense Induction Using Graphs of Collocations","display_name":"Word Sense Induction Using Graphs of Collocations","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W64820227","doi":"https://doi.org/10.3233/978-1-58603-891-5-298","mag":"64820227"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-58603-891-5-298","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-891-5-298","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"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":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5040226471","display_name":"Ioannis P. Klapaftis","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Klapaftis Ioannis P.","raw_affiliation_strings":["Department of Computer Science, The University of York, YO10 5DD, United Kingdom, email: giannis@cs.york.ac.uk#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of York, YO10 5DD, United Kingdom, email: giannis@cs.york.ac.uk#TAB#","institution_ids":["https://openalex.org/I52099693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108193412","display_name":"Suresh Manandhar","orcid":null},"institutions":[{"id":"https://openalex.org/I52099693","display_name":"University of York","ror":"https://ror.org/04m01e293","country_code":"GB","type":"education","lineage":["https://openalex.org/I52099693"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manandhar Suresh","raw_affiliation_strings":["Department of Computer Science, The University of York, YO10 5DD, United Kingdom, email: suresh@cs.york.ac.uk"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of York, YO10 5DD, United Kingdom, email: suresh@cs.york.ac.uk","institution_ids":["https://openalex.org/I52099693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040226471"],"corresponding_institution_ids":["https://openalex.org/I52099693"],"apc_list":null,"apc_paid":null,"fwci":3.7284,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.93729344,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"298","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12031","display_name":"Speech and dialogue systems","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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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/word","display_name":"Word (group theory)","score":0.6217465996742249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5276607275009155},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5199138522148132},{"id":"https://openalex.org/keywords/sense","display_name":"Sense (electronics)","score":0.46843820810317993},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.41099822521209717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3528019189834595},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.34442299604415894},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3201141357421875},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.15811389684677124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09681394696235657},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.04996189475059509}],"concepts":[{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6217465996742249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5276607275009155},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5199138522148132},{"id":"https://openalex.org/C143141573","wikidata":"https://www.wikidata.org/wiki/Q7450971","display_name":"Sense (electronics)","level":2,"score":0.46843820810317993},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41099822521209717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3528019189834595},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.34442299604415894},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3201141357421875},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.15811389684677124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09681394696235657},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.04996189475059509}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-58603-891-5-298","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-891-5-298","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"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":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:64820227","is_oa":false,"landing_page_url":"https://www-users.cs.york.ac.uk/%7Esuresh/papers/WSIUGOC.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306418308","display_name":"European Conference on Artificial Intelligence","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Conference on Artificial Intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1486093399","https://openalex.org/W1975084891","https://openalex.org/W1987302197","https://openalex.org/W1987404429","https://openalex.org/W1998163134","https://openalex.org/W2000951787","https://openalex.org/W2035242626","https://openalex.org/W2050712820","https://openalex.org/W2084440664","https://openalex.org/W2088911157","https://openalex.org/W2101210369","https://openalex.org/W2116780029","https://openalex.org/W2120084270","https://openalex.org/W2123982464","https://openalex.org/W2134650901","https://openalex.org/W2140000690","https://openalex.org/W2152144380","https://openalex.org/W2979401726"],"related_works":["https://openalex.org/W4385542742","https://openalex.org/W2037111888","https://openalex.org/W3170014661","https://openalex.org/W4391254571","https://openalex.org/W2414034219","https://openalex.org/W2463801224","https://openalex.org/W2334800161","https://openalex.org/W1992638551","https://openalex.org/W2073399726","https://openalex.org/W2296205523"],"abstract_inverted_index":{"Word":[0],"Sense":[1],"Induction":[2],"(WSI)":[3],"is":[4,94,106],"the":[5,9,41,52,73,84,103,112,119,139],"task":[6,117],"of":[7,13,55,87,114],"identifying":[8],"different":[10],"senses":[11],"(uses)":[12],"a":[14,18,28,36,68],"target":[15,42,74],"word":[16,37],"in":[17,30,61],"given":[19],"text.":[20],"Traditional":[21],"graph-based":[22,133],"approaches":[23],"create":[24],"and":[25,44,76,102],"then":[26,107],"cluster":[27],"graph,":[29],"which":[31],"each":[32,64],"vertex":[33,65],"corresponds":[34,66],"to":[35,67,96],"that":[38,70],"co-occurs":[39,71],"with":[40,72],"word,":[43,75],"edges":[45,77,99],"between":[46,78,100],"vertices":[47,79,101],"are":[48,80],"weighted":[49,81],"based":[50,82],"on":[51,83],"co-occurrence":[53,85],"frequency":[54,86],"their":[56,88],"associated":[57,89],"words.":[58],"In":[59],"contrast,":[60],"our":[62,122,136],"approach":[63,123,137],"collocation":[69],"collocations.":[90],"A":[91],"smoothing":[92],"technique":[93],"applied":[95],"identify":[97],"more":[98],"resulting":[104],"graph":[105],"clustered.":[108],"Our":[109],"evaluation":[110],"under":[111],"framework":[113],"SemEval-2007":[115],"WSI":[116],"shows":[118],"following:":[120],"(a)":[121],"produces":[124],"less":[125],"sense-conflating":[126],"clusters":[127],"than":[128],"those":[129],"produced":[130],"by":[131],"traditional":[132],"approaches,":[134],"(b)":[135],"outperforms":[138],"existing":[140],"state-of-the-art":[141],"results.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}