{"id":"https://openalex.org/W3137593054","doi":"https://doi.org/10.1109/bigdata50022.2020.9378398","title":"Actionable Knowledge Extraction Framework for COVID-19","display_name":"Actionable Knowledge Extraction Framework for COVID-19","publication_year":2020,"publication_date":"2020-12-10","ids":{"openalex":"https://openalex.org/W3137593054","doi":"https://doi.org/10.1109/bigdata50022.2020.9378398","mag":"3137593054"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata50022.2020.9378398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378398","pdf_url":"https://ieeexplore.ieee.org/ielx7/9377717/9377728/09378398.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9377717/9377728/09378398.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083502477","display_name":"Mohammad Masum","orcid":"https://orcid.org/0000-0001-9974-6950"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Masum","raw_affiliation_strings":["Analytics and Data Science Institute, Kennesaw State University, Kennesaw, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Analytics and Data Science Institute, Kennesaw State University, Kennesaw, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052820694","display_name":"Hossain Shahriar","orcid":"https://orcid.org/0000-0003-1021-7986"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hossain Shahriar","raw_affiliation_strings":["Department of Information Technology, Kennesaw State University, Marietta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Kennesaw State University, Marietta, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033589500","display_name":"Hisham M. Haddad","orcid":null},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hisham M. Haddad","raw_affiliation_strings":["Department of Computer Science, Kennesaw State University, Marietta, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Kennesaw State University, Marietta, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080676206","display_name":"Sheikh Iqbal Ahamed","orcid":"https://orcid.org/0000-0001-5385-7647"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheikh Ahamed","raw_affiliation_strings":["Department of Computer Science, Marquette University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Marquette University, USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003327935","display_name":"Sweta Sneha","orcid":"https://orcid.org/0000-0002-7892-5236"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sweta Sneha","raw_affiliation_strings":["Department of Information Systems, Kennesaw State University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Kennesaw State University, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648380","display_name":"Mohammad Ashiqur Rahman","orcid":"https://orcid.org/0000-0002-2963-7430"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Rahman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Florida International University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Florida International University, USA","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053225136","display_name":"Alfredo Cuzzocrea","orcid":"https://orcid.org/0000-0002-7104-6415"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alfredo Cuzzocrea","raw_affiliation_strings":["iDEA lab, University of Calabria, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iDEA lab, University of Calabria, Italy","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4599,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67411109,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"4","issue":null,"first_page":"4036","last_page":"4041"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9697999954223633,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9671000242233276,"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":0.7509159445762634},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6344101428985596},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.6054370999336243},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.596034586429596},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5272024273872375},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5255091190338135},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4669816195964813},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45692184567451477},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44289955496788025},{"id":"https://openalex.org/keywords/knowledge-space","display_name":"Knowledge space","score":0.4241909384727478},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34877079725265503},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.3481857180595398},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.31479206681251526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24554529786109924},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11317330598831177},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.11204800009727478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509159445762634},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6344101428985596},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6054370999336243},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.596034586429596},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5272024273872375},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5255091190338135},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4669816195964813},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45692184567451477},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44289955496788025},{"id":"https://openalex.org/C2777348039","wikidata":"https://www.wikidata.org/wiki/Q6423397","display_name":"Knowledge space","level":2,"score":0.4241909384727478},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34877079725265503},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.3481857180595398},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.31479206681251526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24554529786109924},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11317330598831177},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.11204800009727478},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata50022.2020.9378398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378398","pdf_url":"https://ieeexplore.ieee.org/ielx7/9377717/9377728/09378398.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.fiu.edu:covid-19_research-1041","is_oa":false,"landing_page_url":"https://digitalcommons.fiu.edu/covid-19_research/42","pdf_url":null,"source":{"id":"https://openalex.org/S4306401637","display_name":"Florida International University Digital Commons (Florida International University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I19700959","host_organization_name":"Florida International University","host_organization_lineage":["https://openalex.org/I19700959"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Coronavirus Research at FIU","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1109/bigdata50022.2020.9378398","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bigdata50022.2020.9378398","pdf_url":"https://ieeexplore.ieee.org/ielx7/9377717/9377728/09378398.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.699999988079071,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3137593054.pdf","grobid_xml":"https://content.openalex.org/works/W3137593054.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W299861242","https://openalex.org/W2067889145","https://openalex.org/W2084458362","https://openalex.org/W2084626209","https://openalex.org/W2135843591","https://openalex.org/W2146032503","https://openalex.org/W2477497747","https://openalex.org/W2526127738","https://openalex.org/W2785646356","https://openalex.org/W2786119939","https://openalex.org/W2896049240","https://openalex.org/W2945125411","https://openalex.org/W3007496130","https://openalex.org/W3008083562","https://openalex.org/W3035664018","https://openalex.org/W6610601964"],"related_works":["https://openalex.org/W2384605597","https://openalex.org/W2387743295","https://openalex.org/W3082787378","https://openalex.org/W2136007095","https://openalex.org/W2366230879","https://openalex.org/W3208425359","https://openalex.org/W2349927912","https://openalex.org/W2122920272","https://openalex.org/W2045507971","https://openalex.org/W2356840453"],"abstract_inverted_index":{"In":[0,102,138],"response":[1,128],"to":[2,48,51,65,74,89,93,119,129],"the":[3,6,18,82,130,139,143,163,172],"COVID-19":[4,19],"pandemic,":[5],"White":[7],"House":[8],"and":[9,38,54,78,156],"a":[10],"coalition":[11],"of":[12,59,117,141,166],"leading":[13],"research":[14],"groups":[15],"have":[16],"prepared":[17],"Open":[20],"Research":[21],"Dataset":[22],"(CORD-19)":[23],"containing":[24],"over":[25,30],"51,000":[26],"scholarly":[27],"articles,":[28],"including":[29,43],"40,000":[31],"with":[32],"full":[33],"text,":[34],"about":[35],"COVID-19,":[36],"SARS-CoV-2,":[37],"related":[39],"coronaviruses.":[40],"Medical":[41],"professional":[42],"physicians":[44],"frequently":[45],"seek":[46],"answers":[47,124],"specific":[49],"questions":[50,131],"improve":[52],"guidelines":[53],"decisions.":[55],"The":[56],"huge":[57],"resource":[58],"medical":[60,72,136],"literature":[61],"is":[62],"important":[63],"sources":[64],"generate":[66,120],"new":[67],"insights":[68],"that":[69,132],"can":[70],"help":[71],"communities":[73],"provide":[75],"relevant":[76,96],"knowledge":[77,97],"overall":[79],"fight":[80],"against":[81],"infectious":[83],"disease.":[84],"There":[85],"are":[86,133],"ongoing":[87],"attempts":[88],"develop":[90],"intelligent":[91],"systems":[92],"automatically":[94,114],"extract":[95],"from":[98],"many":[99],"unstructured":[100],"documents.":[101],"this":[103],"paper,":[104],"we":[105,145],"propose":[106],"an":[107,167],"efficient":[108],"question":[109],"answering":[110,170],"framework":[111],"based":[112],"on":[113],"analyzing":[115],"thousands":[116],"articles":[118],"both":[121],"long":[122],"text":[123],"(sections/":[125],"paragraphs)":[126],"in":[127],"posed":[134],"by":[135],"communities.":[137],"process":[140],"developing":[142],"framework,":[144],"explored":[146],"natural":[147],"language":[148],"processing":[149],"techniques":[150],"like":[151],"query":[152,169],"expansion,":[153],"data":[154],"preprocessing,":[155],"vector":[157],"space":[158],"models":[159],"early.":[160],"We":[161],"show":[162],"initial":[164],"results":[165],"example":[168],"for":[171],"incubation":[173],"period.":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
