{"id":"https://openalex.org/W4205351854","doi":"https://doi.org/10.1109/bigdata52589.2021.9671441","title":"TemPredict: A Big Data Analytical Platform for Scalable Exploration and Monitoring of Personalized Multimodal Data for COVID-19","display_name":"TemPredict: A Big Data Analytical Platform for Scalable Exploration and Monitoring of Personalized Multimodal Data for COVID-19","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4205351854","doi":"https://doi.org/10.1109/bigdata52589.2021.9671441"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671441","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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 Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010043183","display_name":"Shweta Purawat","orcid":"https://orcid.org/0000-0002-5183-2750"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shweta Purawat","raw_affiliation_strings":["SDSC, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Subhasis Dasgupta","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subhasis Dasgupta","raw_affiliation_strings":["SDSC, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112745413","display_name":"Jining Song","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jining Song","raw_affiliation_strings":["SDSC, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045140310","display_name":"Shakti K. Davis","orcid":"https://orcid.org/0000-0001-5987-5918"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shakti Davis","raw_affiliation_strings":["Lincoln Laboratory, MIT, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lincoln Laboratory, MIT, Boston, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078675134","display_name":"Kajal Claypool","orcid":"https://orcid.org/0000-0001-6479-4899"},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kajal T. Claypool","raw_affiliation_strings":["Lincoln Laboratory, MIT, Boston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lincoln Laboratory, MIT, Boston, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109915122","display_name":"Sandeep Chandra","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandeep Chandra","raw_affiliation_strings":["SDSC, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037346193","display_name":"Ashley E. Mason","orcid":"https://orcid.org/0000-0002-8744-0185"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashley Mason","raw_affiliation_strings":["Department of Psychiatry, UCSF, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, UCSF, San Francisco, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059781415","display_name":"Varun Viswanath","orcid":"https://orcid.org/0000-0001-6299-5777"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Viswanath","raw_affiliation_strings":["HDSI, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HDSI, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060372885","display_name":"Amit Klein","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Klein","raw_affiliation_strings":["Department of Bioengineering, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I4210133661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083464602","display_name":"Patrick Kasl","orcid":"https://orcid.org/0000-0002-7756-7326"},"institutions":[{"id":"https://openalex.org/I4210133661","display_name":"La Jolla Bioengineering Institute","ror":"https://ror.org/03sgbh608","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210133661"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Kasl","raw_affiliation_strings":["Department of Bioengineering, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I4210133661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001226370","display_name":"YingJing Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"YingJing Wen","raw_affiliation_strings":["HDSI, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HDSI, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024849515","display_name":"Benjamin L. Smarr","orcid":"https://orcid.org/0000-0003-4442-3956"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Smarr","raw_affiliation_strings":["HDSI, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HDSI, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057846313","display_name":"Amarnath Gupta","orcid":"https://orcid.org/0000-0003-0897-120X"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amarnath Gupta","raw_affiliation_strings":["SDSC, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028701796","display_name":"\u0130lkay Alt\u0131nta\u015f","orcid":"https://orcid.org/0000-0002-2196-0305"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilkay Altintas","raw_affiliation_strings":["SDSC and HDSI, UCSD, La Jolla, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SDSC and HDSI, UCSD, La Jolla, USA","institution_ids":["https://openalex.org/I181653535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8792,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77884327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4411","last_page":"4420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.994700014591217,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.994700014591217,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/big-data","display_name":"Big data","score":0.8094178438186646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7363252639770508},{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.6824175119400024},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6742136478424072},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6683067679405212},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.49798083305358887},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.4532133936882019},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33261391520500183},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17142271995544434}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8094178438186646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7363252639770508},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.6824175119400024},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6742136478424072},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6683067679405212},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.49798083305358887},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4532133936882019},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33261391520500183},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17142271995544434},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671441","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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 Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2583953975","https://openalex.org/W2962912145","https://openalex.org/W2999317412","https://openalex.org/W3025308775","https://openalex.org/W3037676165","https://openalex.org/W3038234994","https://openalex.org/W3095708005","https://openalex.org/W3098474649","https://openalex.org/W3109448006","https://openalex.org/W3112300562","https://openalex.org/W3128377640","https://openalex.org/W3135376748","https://openalex.org/W3138131013","https://openalex.org/W3143606141","https://openalex.org/W6786199896"],"related_works":["https://openalex.org/W2808533663","https://openalex.org/W4299638067","https://openalex.org/W2030634827","https://openalex.org/W3204957649","https://openalex.org/W4236797923","https://openalex.org/W2417371563","https://openalex.org/W2576683119","https://openalex.org/W2765854211","https://openalex.org/W2784754318","https://openalex.org/W2608950002"],"abstract_inverted_index":{"A":[0],"key":[1],"takeaway":[2],"from":[3],"the":[4,8,22,28,36,42,50,53,60,110,113,136,144,149,155,173,182,190,197,202,214,216,221,226],"COVID-19":[5,207],"crisis":[6],"is":[7,49,154],"need":[9],"for":[10,15,79,107,130,143,164,205,231],"scalable":[11,131],"methods":[12],"and":[13,32,35,40,57,70,74,103,115,139,187,220],"systems":[14],"ingestion":[16,171],"of":[17,27,52,55,81,117,151,175,189,201,228],"big":[18,122,140],"data":[19,44,67,119,123,137,141,163,170,204,218],"related":[20],"to":[21,38,63,75,91,100,125,148,159,180,224],"disease,":[23],"such":[24,118],"as":[25,128],"models":[26,106],"virus,":[29],"health":[30],"surveys,":[31],"social":[33],"data,":[34,85,191],"ability":[37],"integrate":[39],"analyze":[41],"ingested":[43,203],"rapidly.":[45],"One":[46],"specific":[47],"example":[48],"use":[51,200],"Internet":[54],"Things":[56],"wearables":[58],"(i.e.,":[59],"Oura":[61],"ring)":[62],"collect":[64],"large-scale":[65],"individualized":[66],"(e.g.,":[68],"temperature":[69],"heart":[71],"rate)":[72],"continuously":[73],"create":[76],"personalized":[77],"baselines":[78],"detection":[80,208],"disease":[82],"symptoms.":[83],"Individualized":[84],"when":[86],"collected,":[87],"has":[88],"great":[89],"potential":[90],"be":[92,126],"linked":[93],"with":[94,172],"other":[95],"datasets":[96],"making":[97,199],"it":[98],"possible":[99],"combine":[101],"individual":[102],"societal":[104],"scale":[105],"further":[108],"understanding":[109],"disease.":[111],"However,":[112],"volume":[114],"variability":[116],"require":[120],"novel":[121,177],"approaches":[124],"developed":[127],"infrastructure":[129,142,223],"use.":[132],"This":[133,167],"paper":[134],"presents":[135],"pipeline":[138],"TemPredict":[145],"project,":[146],"which,":[147],"best":[150],"our":[152],"knowledge,":[153],"largest":[156],"public":[157],"effort":[158,168],"gather":[160],"continuous":[161],"physiological":[162,236],"time-series":[165],"analysis.":[166],"unifies":[169],"development":[174,210,227],"a":[176,193],"end-to-end":[178],"cyberinfrastructure":[179],"enable":[181],"curation,":[183],"cleaning,":[184],"alignment,":[185],"sketching,":[186],"passing":[188],"in":[192],"secure":[194,222],"manner,":[195],"by":[196],"researchers":[198],"their":[206],"algorithm":[209],"efforts.":[211],"We":[212],"present":[213],"challenges,":[215],"closed-loop":[217],"pipelines,":[219],"support":[225],"time-sensitive":[229],"algorithms":[230],"alerting":[232],"individuals":[233],"based":[234],"on":[235],"predictors":[237],"illness,":[238],"enabling":[239],"early":[240],"intervention.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
