{"id":"https://openalex.org/W4289821619","doi":"https://doi.org/10.1109/access.2022.3195220","title":"Feature Selection for Location Metonymy Using Augmented Bag-of-Words","display_name":"Feature Selection for Location Metonymy Using Augmented Bag-of-Words","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289821619","doi":"https://doi.org/10.1109/access.2022.3195220"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3195220","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195220","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09845420.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09845420.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007782698","display_name":"Elyas Meguellati","orcid":"https://orcid.org/0000-0003-1978-686X"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Muhammad Elyas Meguellati","raw_affiliation_strings":["Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029251295","display_name":"Rohana Mahmud","orcid":"https://orcid.org/0000-0002-8286-3891"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rohana Binti Mahmud","raw_affiliation_strings":["Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027758159","display_name":"Sameem Abdul Kareem","orcid":"https://orcid.org/0000-0001-5177-8013"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sameem Binti Abdul Kareem","raw_affiliation_strings":["Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015751463","display_name":"Assaad Oussama Zeghina","orcid":"https://orcid.org/0000-0002-2649-5609"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Assaad Oussama Zeghina","raw_affiliation_strings":["Icube Laboratory, Universit&#x00E9; de Strasbourg, CNRS, ICube UMR 7357, Strasbourg, France","de Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Icube Laboratory, Universit&#x00E9; de Strasbourg, CNRS, ICube UMR 7357, Strasbourg, France","institution_ids":["https://openalex.org/I4210100283","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"de Strasbourg, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078630856","display_name":"Younes Saadi","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Younes Saadi","raw_affiliation_strings":["Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007782698"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2758,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62256602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"10","issue":null,"first_page":"81777","last_page":"81786"},"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9957000017166138,"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":0.8603954911231995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6746174097061157},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5912948846817017},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5852411985397339},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5552722811698914},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.5099023580551147},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.501924991607666},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4918491840362549},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.4902971088886261},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47587814927101135},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4751565158367157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3406895399093628}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8603954911231995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6746174097061157},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5912948846817017},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5852411985397339},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5552722811698914},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.5099023580551147},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.501924991607666},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4918491840362549},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.4902971088886261},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47587814927101135},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4751565158367157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3406895399093628},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3195220","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195220","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09845420.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c361114a4cb1454daa93d1245bc91fb5","is_oa":true,"landing_page_url":"https://doaj.org/article/c361114a4cb1454daa93d1245bc91fb5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 81777-81786 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3195220","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3195220","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09845420.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289821619.pdf","grobid_xml":"https://content.openalex.org/works/W4289821619.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W1552847225","https://openalex.org/W1686810756","https://openalex.org/W1832693441","https://openalex.org/W1863780671","https://openalex.org/W1984079589","https://openalex.org/W1986580493","https://openalex.org/W1989099747","https://openalex.org/W2008030492","https://openalex.org/W2018812736","https://openalex.org/W2026429670","https://openalex.org/W2112796928","https://openalex.org/W2115493688","https://openalex.org/W2116615145","https://openalex.org/W2120615054","https://openalex.org/W2134693532","https://openalex.org/W2153804780","https://openalex.org/W2158937425","https://openalex.org/W2170184921","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2485143390","https://openalex.org/W2739808635","https://openalex.org/W2739996966","https://openalex.org/W2912602450","https://openalex.org/W2963921497","https://openalex.org/W2964046515","https://openalex.org/W3103843209","https://openalex.org/W3118160003","https://openalex.org/W3156333129","https://openalex.org/W4210764005","https://openalex.org/W4220700131","https://openalex.org/W4235505822","https://openalex.org/W4255203228","https://openalex.org/W6606359998","https://openalex.org/W6637373629","https://openalex.org/W6639094896","https://openalex.org/W6682780409","https://openalex.org/W6685053522","https://openalex.org/W6685117317","https://openalex.org/W6732491067","https://openalex.org/W6741045691","https://openalex.org/W6778157141"],"related_works":["https://openalex.org/W579810227","https://openalex.org/W2952780262","https://openalex.org/W2979495269","https://openalex.org/W2375873920","https://openalex.org/W2392917763","https://openalex.org/W2083429127","https://openalex.org/W2146114872","https://openalex.org/W2392060890","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Location":[0],"metonymy":[1],"resolution":[2],"is":[3,44],"a":[4,13,60,77,88,119],"study":[5,86,134],"that":[6,16,54,72,93,105,136,176],"deals":[7],"with":[8,66,99,196],"locations":[9],"being":[10],"used":[11,45],"in":[12,19,79],"non-literal":[14],"way":[15],"create":[17],"problems":[18],"several":[20],"natural":[21],"language":[22],"processing":[23],"tasks":[24],"such":[25],"as":[26,129,131],"Named":[27],"entity":[28],"recognition":[29],"and":[30,96],"Geographical":[31],"parsing.":[32],"Many":[33],"studies":[34],"were":[35],"conducted":[36],"attempting":[37],"to":[38,58,82,102,143,171],"accurately":[39],"classify":[40],"whether":[41],"the":[42,52,74,111,114,125,140,157,161,172,181,184,193,202],"location":[43],"literally":[46],"or":[47],"metonymically,":[48],"however,":[49],"most":[50],"of":[51,63,113,160,186,192,199],"approaches":[53],"performed":[55],"well":[56],"had":[57],"employ":[59],"considerable":[61],"amount":[62],"resources":[64,75,151,188],"along":[65],"complex":[67],"machine":[68],"learning":[69,122],"models;":[70],"those":[71],"reduced":[73],"experienced":[76],"decline":[78],"performance":[80],"due":[81],"data":[83],"sparseness.":[84],"This":[85],"proposes":[87],"novel":[89],"feature":[90],"selection":[91],"approach":[92],"uses":[94],"bag-of-words":[95],"augments":[97],"it":[98],"GloVe":[100],"embeddings":[101],"obtain":[103],"features":[104,145],"can":[106,152],"be":[107],"recognized":[108],"based":[109,179],"on":[110,139,148,180,201],"context":[112,182],"sentence.":[115],"We":[116],"then":[117],"implement":[118],"minimalist":[120],"deep":[121],"model":[123],"making":[124],"entire":[126],"classification":[127],"task":[128],"light":[130],"possible.":[132],"The":[133,163],"found":[135],"relying":[137],"solely":[138],"given":[141],"datasets":[142],"identify":[144],"without":[146],"depending":[147],"other":[149],"external":[150],"achieve":[153],"remarkable":[154],"results":[155,164],"despite":[156],"small":[158],"size":[159],"datasets.":[162],"obtained":[165],"from":[166],"evaluating":[167],"our":[168],"method":[169],"compared":[170],"state-of-the-art":[173],"methods":[174,195],"show":[175],"eliminating":[177],"noise":[178],"notwithstanding":[183],"usage":[185],"low-cost":[187],"has":[189],"outperformed":[190],"all":[191],"previous":[194],"an":[197],"accuracy":[198],"99.2%":[200],"WIMCOR":[203],"dataset.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
