{"id":"https://openalex.org/W4205649806","doi":"https://doi.org/10.1109/smc52423.2021.9658719","title":"A Multi-Objective Optimization-based Clustering Approach for CORD-19 Scholarly Articles","display_name":"A Multi-Objective Optimization-based Clustering Approach for CORD-19 Scholarly Articles","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W4205649806","doi":"https://doi.org/10.1109/smc52423.2021.9658719"},"language":"en","primary_location":{"id":"doi:10.1109/smc52423.2021.9658719","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9658719","pdf_url":"https://ieeexplore.ieee.org/ielx7/9658572/9658575/09658719.pdf","source":{"id":"https://openalex.org/S4363607761","display_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/9658572/9658575/09658719.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007048284","display_name":"Pratik Dutta","orcid":"https://orcid.org/0000-0002-1579-8946"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pratik Dutta","raw_affiliation_strings":["Indian Institute of Technology Patna"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101147673","display_name":"Nupur Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nupur Shah","raw_affiliation_strings":["MKSSS\u2019s Cummins College of Engineering for Women, Savitribai Phule Pune University (SPPU), Pune","MKSSS's Cummins College of Engineering for Women, Savitribai Phule Pune University (SPPU), Pune"],"affiliations":[{"raw_affiliation_string":"MKSSS\u2019s Cummins College of Engineering for Women, Savitribai Phule Pune University (SPPU), Pune","institution_ids":["https://openalex.org/I878213199"]},{"raw_affiliation_string":"MKSSS's Cummins College of Engineering for Women, Savitribai Phule Pune University (SPPU), Pune","institution_ids":["https://openalex.org/I878213199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060797340","display_name":"Sriparna Saha","orcid":"https://orcid.org/0000-0001-5458-9381"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriparna Saha","raw_affiliation_strings":["Indian Institute of Technology Patna"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007048284"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":0.2458,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51386032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"96","issue":null,"first_page":"1393","last_page":"1398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9832000136375427,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9832000136375427,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9782999753952026,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8348827362060547},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.6957685947418213},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757990717887878},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5146713852882385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4968295395374298},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.49318593740463257},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.444632351398468},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.42710384726524353},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41029173135757446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39098644256591797},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10807514190673828}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8348827362060547},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.6957685947418213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757990717887878},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5146713852882385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4968295395374298},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.49318593740463257},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.444632351398468},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.42710384726524353},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41029173135757446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39098644256591797},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10807514190673828},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc52423.2021.9658719","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9658719","pdf_url":"https://ieeexplore.ieee.org/ielx7/9658572/9658575/09658719.pdf","source":{"id":"https://openalex.org/S4363607761","display_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/smc52423.2021.9658719","is_oa":true,"landing_page_url":"https://doi.org/10.1109/smc52423.2021.9658719","pdf_url":"https://ieeexplore.ieee.org/ielx7/9658572/9658575/09658719.pdf","source":{"id":"https://openalex.org/S4363607761","display_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205649806.pdf","grobid_xml":"https://content.openalex.org/works/W4205649806.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W225560312","https://openalex.org/W1673310716","https://openalex.org/W1983753875","https://openalex.org/W1987971958","https://openalex.org/W1995450389","https://openalex.org/W1998871699","https://openalex.org/W2025767687","https://openalex.org/W2071965987","https://openalex.org/W2085487226","https://openalex.org/W2101746535","https://openalex.org/W2104492856","https://openalex.org/W2120529703","https://openalex.org/W2126105956","https://openalex.org/W2127218421","https://openalex.org/W2131744502","https://openalex.org/W2247167922","https://openalex.org/W2518417797","https://openalex.org/W2740154943","https://openalex.org/W2896457183","https://openalex.org/W2911489562","https://openalex.org/W2913919422","https://openalex.org/W3007497549","https://openalex.org/W3010313912","https://openalex.org/W3011056788","https://openalex.org/W3012039349","https://openalex.org/W3013772641","https://openalex.org/W3020786614","https://openalex.org/W3104970540","https://openalex.org/W3109495579","https://openalex.org/W6637131181","https://openalex.org/W6678914141","https://openalex.org/W6679775712","https://openalex.org/W6755207826","https://openalex.org/W6758293299","https://openalex.org/W6774493663","https://openalex.org/W6774662769","https://openalex.org/W6775102081","https://openalex.org/W6776225533","https://openalex.org/W6786235472"],"related_works":["https://openalex.org/W1795405792","https://openalex.org/W2019737068","https://openalex.org/W2899601636","https://openalex.org/W4254379378","https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W3015674157","https://openalex.org/W1980197432"],"abstract_inverted_index":{"The":[0,145,243],"pandemic":[1],"disease":[2],"COVID-19,":[3,23],"originated":[4],"from":[5,118],"the":[6,20,42,97,119,122,128,137,149,155,164,172,176,191,212,224,235],"SARS-CoV-2":[7],"virus":[8],"has":[9,113],"spread":[10],"globally.":[11],"Researchers":[12],"are":[13,152,238],"working":[14],"tirelessly":[15],"on":[16],"areas":[17],"including":[18],"studying":[19],"transmission":[21],"of":[22,44,46,73,136,148],"promoting":[24],"its":[25,34],"identification,":[26],"designing":[27],"new":[28,109],"vaccines":[29],"and":[30,32,55,81,86,121,207,215,229,234],"therapies,":[31],"recognizing":[33],"socio-economic":[35],"consequences.":[36],"This":[37,219],"extensive":[38],"research":[39],"leads":[40],"to":[41,50,61,75,131,139,162],"exploration":[43],"thousands":[45],"scientific":[47],"papers":[48],"related":[49],"biology,":[51],"chemistry,":[52],"genetics,":[53],"health,":[54],"economy.":[56],"Therefore,":[57],"it":[58],"is":[59,168,221],"essential":[60],"develop":[62],"an":[63],"intelligent":[64],"text":[65,138],"mining":[66],"technique":[67,110],"for":[68,96,171,189],"segregating":[69],"this":[70,105,197],"rich":[71],"source":[72],"data":[74],"perform":[76],"easy":[77],"access,":[78],"information":[79],"retrieval,":[80],"interpretation":[82],"within":[83],"minimum":[84],"time":[85],"resources.":[87],"We":[88],"propose":[89],"a":[90,108,133,182],"multi-objective":[91,183],"optimization-based":[92],"document":[93,123,173,193],"clustering":[94,187,216,236,244,253],"approach":[95],"CORD-19":[98],"(COVID-19":[99],"Open":[100],"Research":[101],"Dataset)":[102],"dataset":[103],"in":[104,154],"paper.":[106],"Here,":[107],"utilizing":[111],"BioBERT":[112,161],"been":[114],"proposed,":[115],"which":[116,167],"benefits":[117],"abstract":[120],"text,":[124],"rather":[125],"than":[126],"only":[127],"brief":[129],"abstract,":[130],"perceive":[132],"concise":[134],"understanding":[135],"generate":[140,163],"clusters":[141],"with":[142],"better":[143],"definitions.":[144],"main":[146],"contributions":[147],"proposed":[150],"work":[151],"two-fold:":[153],"first":[156],"step,":[157,178],"we":[158,179,200],"have":[159,180,201],"used":[160,170,202],"sentence":[165],"embedding":[166],"further":[169],"representation.":[174],"In":[175,196],"next":[177],"developed":[181],"optimization":[184],"(MOO)":[185],"based":[186],"algorithm":[188,210],"grouping":[190],"generated":[192],"vector":[194],"representations.":[195],"MOO-based":[198],"clustering,":[199],"Non-dominated":[203],"Sorting":[204],"Genetic":[205],"Algorithm-II":[206],"Fuzzy":[208],"c-means":[209],"as":[211],"underlying":[213],"MOO":[214],"technique,":[217],"respectively.":[218],"model":[220],"evaluated":[222],"using":[223,240],"Silhouette":[225],"Score":[226],"(Silhouette":[227],"score)":[228],"Calinski-Harabasz":[230],"index":[231],"(CH":[232],"index),":[233],"solutions":[237],"visualized":[239],"word":[241],"clouds.":[242],"results":[245],"exhibit":[246],"significant":[247],"improvements":[248],"over":[249],"various":[250],"other":[251],"existing":[252],"models.":[254]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}