{"id":"https://openalex.org/W2294783707","doi":"https://doi.org/10.1145/2857218.2857222","title":"Unsupervised cue-words discovery for tag-sense disambiguation","display_name":"Unsupervised cue-words discovery for tag-sense disambiguation","publication_year":2015,"publication_date":"2015-10-25","ids":{"openalex":"https://openalex.org/W2294783707","doi":"https://doi.org/10.1145/2857218.2857222","mag":"2294783707"},"language":"en","primary_location":{"id":"doi:10.1145/2857218.2857222","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2857218.2857222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems","raw_type":"proceedings-article"},"type":"article","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/A5065376373","display_name":"Meshesha Legesse","orcid":null},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":true,"raw_author_name":"Meshesha Legesse","raw_affiliation_strings":["Addis Ababa University, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Addis Ababa University, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037738148","display_name":"Gabriele Gianini","orcid":"https://orcid.org/0000-0001-5186-0199"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Gianini","raw_affiliation_strings":["Universita degli Studi di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Universita degli Studi di Milano, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007359409","display_name":"Dereje Teferi","orcid":null},"institutions":[{"id":"https://openalex.org/I4537092","display_name":"Addis Ababa University","ror":"https://ror.org/038b8e254","country_code":"ET","type":"education","lineage":["https://openalex.org/I4537092"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Dereje Teferi","raw_affiliation_strings":["Addis Ababa University, Ethiopia"],"affiliations":[{"raw_affiliation_string":"Addis Ababa University, Ethiopia","institution_ids":["https://openalex.org/I4537092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068708837","display_name":"Hatem Mousselly-Sergieh","orcid":"https://orcid.org/0000-0003-3268-3910"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hatem Mousselly-Sergieh","raw_affiliation_strings":["Universit\u00e4t Passau, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028578881","display_name":"David Coquil","orcid":null},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Coquil","raw_affiliation_strings":["Universit\u00e4t Passau, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109119975","display_name":"El\u00f6d Egyed-Zsigmond","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"El\u00f6d Egyed-Zsigmond","raw_affiliation_strings":["INSA de Lyon, France"],"affiliations":[{"raw_affiliation_string":"INSA de Lyon, France","institution_ids":["https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065376373"],"corresponding_institution_ids":["https://openalex.org/I4537092"],"apc_list":null,"apc_paid":null,"fwci":0.8629,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8348064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9988999962806702,"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":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.8168696165084839},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.6252989172935486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5935536026954651},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5444307923316956},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5340313911437988},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.527777910232544},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5026426315307617},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.45562222599983215},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45520901679992676},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4417310953140259},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.323733925819397},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12762892246246338}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8168696165084839},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.6252989172935486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5935536026954651},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5444307923316956},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5340313911437988},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.527777910232544},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5026426315307617},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.45562222599983215},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45520901679992676},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4417310953140259},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.323733925819397},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12762892246246338},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2857218.2857222","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2857218.2857222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/455018","is_oa":false,"landing_page_url":"https://hdl.handle.net/10281/455018","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1561458624","https://openalex.org/W1565044497","https://openalex.org/W1574901103","https://openalex.org/W1583639061","https://openalex.org/W1965555277","https://openalex.org/W1979045262","https://openalex.org/W2024436353","https://openalex.org/W2070714069","https://openalex.org/W2100935296","https://openalex.org/W2122577179","https://openalex.org/W2136930489","https://openalex.org/W2137329554","https://openalex.org/W2167429226","https://openalex.org/W3001125366"],"related_works":["https://openalex.org/W2353179089","https://openalex.org/W2923538289","https://openalex.org/W2353125546","https://openalex.org/W2470643824","https://openalex.org/W4400595174","https://openalex.org/W2349635380","https://openalex.org/W4353089801","https://openalex.org/W2353819554","https://openalex.org/W2359488321","https://openalex.org/W2389866386"],"abstract_inverted_index":{"Although":[0],"tagging":[1,35],"simplifies":[2],"resource":[3],"browsing":[4],"and":[5,16,91,158,180],"retrieval,":[6],"it":[7],"suffers":[8],"from":[9,146],"several":[10],"issues:":[11],"among":[12,69,155],"them":[13],"are":[14,87,108],"redundancy":[15],"ambiguity.":[17,79],"In":[18,37,122],"this":[19,123],"work":[20,124],"we":[21,125,159],"focus":[22],"on":[23,97,111],"the":[24,49,77,103,112,120,136,152,172,178,181,189,195],"problem":[25],"of":[26,114,119,133,151,169,171,197],"resolving":[27],"tag":[28,44,50,78,89],"word-sense":[29],"ambiguity":[30],"within":[31,135,194],"a":[32,40,43,46,84,115,143,147,163,203],"typical":[33],"semi-automatic":[34],"procedure.":[36],"that":[38,161],"process":[39],"user":[41],"proposes":[42],"for":[45],"resource,":[47],"if":[48],"is":[51,62],"found":[52],"to":[53,56,71,75,141],"be":[54],"related":[55],"more":[57,67],"than":[58,176],"one":[59],"context,":[60],"she":[61],"provided":[63],"with":[64],"two":[65],"or":[66],"cues":[68],"which":[70],"choose,":[72],"so":[73],"as":[74],"remove":[76],"Key":[80],"phases,":[81],"in":[82,131,167,192],"such":[83,162],"disambiguation":[85,137],"procedure,":[86],"ambiguous":[88],"detection":[90],"cue":[92,199],"discovery.":[93],"Both":[94],"should":[95],"rely":[96],"effective":[98,105],"word-to-context":[99,128],"relatedness":[100,106,129],"metrics.":[101],"Among":[102],"most":[104],"metrics":[107,130,144,164],"those":[109],"defined":[110],"basis":[113],"feature":[116],"vector":[117],"representation":[118],"words.":[121],"compare":[126],"different":[127],"terms":[132,168],"effectiveness":[134],"process.":[138],"We":[139,187],"propose":[140],"use":[142],"derived":[145],"Maximum":[148],"Likelihood":[149],"estimator":[150],"Jensen-Shannon":[153,179],"Divergence":[154],"feature-count":[156],"histograms":[157],"show":[160],"performs":[165],"--":[166,174],"quality":[170,193],"output":[173],"better":[175],"both":[177],"Symmetrized":[182],"Kullback-Leibler":[183],"divergence":[184],"between":[185],"histograms.":[186],"study":[188],"relative":[190],"gain":[191],"task":[196],"unsupervised":[198],"discovery":[200],"by":[201],"using":[202],"synthetic":[204],"language":[205],"corpus.":[206]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
