{"id":"https://openalex.org/W3095772698","doi":"https://doi.org/10.1109/iotm.0001.2000142","title":"Tracking Pandemics: A MEC-Enabled IoT Ecosystem with Learning Capability","display_name":"Tracking Pandemics: A MEC-Enabled IoT Ecosystem with Learning Capability","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3095772698","doi":"https://doi.org/10.1109/iotm.0001.2000142","mag":"3095772698"},"language":"en","primary_location":{"id":"doi:10.1109/iotm.0001.2000142","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iotm.0001.2000142","pdf_url":"https://ieeexplore.ieee.org/ielx7/8548628/9241454/09241470.pdf","source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Magazine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/8548628/9241454/09241470.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005809607","display_name":"Amal Feriani","orcid":"https://orcid.org/0000-0001-7368-2792"},"institutions":[{"id":"https://openalex.org/I56435720","display_name":"Universit\u00e9 Paris Dauphine-PSL","ror":"https://ror.org/052bz7812","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580","https://openalex.org/I56435720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Amal Feriani","raw_affiliation_strings":["University of Paris Dauphine, Paris, France"],"affiliations":[{"raw_affiliation_string":"University of Paris Dauphine, Paris, France","institution_ids":["https://openalex.org/I56435720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055738950","display_name":"Ahmed Refaey","orcid":"https://orcid.org/0000-0002-1540-9349"},"institutions":[{"id":"https://openalex.org/I55707380","display_name":"Manhattan College","ror":"https://ror.org/02xhnzg94","country_code":"US","type":"education","lineage":["https://openalex.org/I55707380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Refaey","raw_affiliation_strings":["Manhattan College, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Manhattan College, New York, NY, USA","institution_ids":["https://openalex.org/I55707380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089270885","display_name":"Ekram Hossain","orcid":"https://orcid.org/0000-0002-5932-6887"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ekram Hossain","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, MB, Canada","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005809607"],"corresponding_institution_ids":["https://openalex.org/I56435720"],"apc_list":null,"apc_paid":null,"fwci":1.4317,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8509881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"3","issue":"3","first_page":"40","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9882000088691711,"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/interoperability","display_name":"Interoperability","score":0.8027741312980652},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7136101722717285},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6853667497634888},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6543641090393066},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6512966156005859},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.6168296337127686},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5600252151489258},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.47345301508903503},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4478052854537964},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.43282270431518555},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3856050968170166},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38525494933128357},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.34171998500823975},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.34089091420173645},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32371556758880615},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30152371525764465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2817237377166748},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25151610374450684},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12185913324356079}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.8027741312980652},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7136101722717285},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6853667497634888},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6543641090393066},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6512966156005859},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.6168296337127686},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5600252151489258},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.47345301508903503},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4478052854537964},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.43282270431518555},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3856050968170166},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38525494933128357},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.34171998500823975},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.34089091420173645},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32371556758880615},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30152371525764465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2817237377166748},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25151610374450684},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12185913324356079},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iotm.0001.2000142","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iotm.0001.2000142","pdf_url":"https://ieeexplore.ieee.org/ielx7/8548628/9241454/09241470.pdf","source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Magazine","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/iotm.0001.2000142","is_oa":true,"landing_page_url":"https://doi.org/10.1109/iotm.0001.2000142","pdf_url":"https://ieeexplore.ieee.org/ielx7/8548628/9241454/09241470.pdf","source":{"id":"https://openalex.org/S4210201254","display_name":"IEEE Internet of Things Magazine","issn_l":"2576-3180","issn":["2576-3180","2576-3199"],"is_oa":false,"is_in_doaj":false,"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 Internet of Things Magazine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5600000023841858,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3095772698.pdf","grobid_xml":"https://content.openalex.org/works/W3095772698.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1963487477","https://openalex.org/W1976193721","https://openalex.org/W2026892459","https://openalex.org/W2775548821","https://openalex.org/W2803750062","https://openalex.org/W2975128548","https://openalex.org/W2981587265","https://openalex.org/W2986742623","https://openalex.org/W3003573988","https://openalex.org/W3020001547","https://openalex.org/W3023617420","https://openalex.org/W3029498479","https://openalex.org/W3036755111","https://openalex.org/W3037093004","https://openalex.org/W3090201584","https://openalex.org/W3105883416"],"related_works":["https://openalex.org/W4281488710","https://openalex.org/W4308190148","https://openalex.org/W2196310376","https://openalex.org/W4310458807","https://openalex.org/W754949616","https://openalex.org/W1183040530","https://openalex.org/W2901274046","https://openalex.org/W2004401038","https://openalex.org/W2610680654","https://openalex.org/W4237252645"],"abstract_inverted_index":{"The":[0,17,60,165],"COVID-19":[1,51,163],"pandemic":[2],"has":[3],"resulted":[4],"in":[5,15,48,58,102,119],"unprecedented":[6],"challenges":[7],"to":[8,24,64,76,89,98,122,137],"global":[9],"society":[10],"and":[11,41,50,56,72,105,125],"the":[12,66,74,103,120,128,168],"healthcare":[13,34],"system":[14,61,86,130,170],"particular.":[16,59],"main":[18],"objective":[19],"of":[20,29,69,144,162,167],"this":[21,108],"article":[22],"is":[23,62,87,171],"introduce":[25],"an":[26,37],"end-to-end":[27],"Internet":[28],"Things":[30],"(IoT)":[31],"ecosystem":[32,121],"for":[33,45,159],"that":[35],"uses":[36],"open":[38],"source":[39],"hardware":[40],"interoperable":[42],"IoT":[43,149],"standard":[44],"eHealth":[46],"monitoring":[47,161],"general,":[49],"symptoms":[52],"(e.g.,":[53],"fever,":[54],"coughing,":[55],"fatigue)":[57],"designed":[63],"monitor":[65],"physical":[67],"conditions":[68],"human":[70],"subjects":[71],"send":[73],"data":[75,146],"a":[77,85,113,132],"hierarchical":[78],"multi-access":[79],"edge":[80,150,153],"computing":[81,100],"(MEC)":[82],"framework.":[83],"Such":[84],"expected":[88],"be":[90,96,117],"cognizant,":[91],"taskable":[92],"(i.e.,":[93],"tasks":[94],"can":[95,116],"assigned":[97],"any":[99],"process":[101,136],"system),":[104],"adaptable.":[106],"To":[107],"end,":[109],"we":[110],"demonstrate":[111],"how":[112],"learning":[114,135],"method":[115],"introduced":[118],"achieve":[123],"taskability":[124],"efficiency.":[126],"Specifically,":[127],"proposed":[129,169],"utilizes":[131],"shared":[133],"representation":[134],"extract":[138],"actionable":[139],"information":[140],"from":[141,148],"large":[142],"volumes":[143],"high-dimensional":[145],"obtained":[147],"devices.":[151],"These":[152],"devices":[154],"are":[155],"enabled":[156],"with":[157],"tri-sensors":[158],"real-time":[160],"symptoms.":[164],"feasibility":[166],"evaluated":[172],"by":[173],"testing":[174],"real":[175],"datasets.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
