{"id":"https://openalex.org/W2896457296","doi":"https://doi.org/10.1109/tcss.2018.2871625","title":"Modeling Direct Transmission Diseases Using Parallel Bitstring Agent-Based Models","display_name":"Modeling Direct Transmission Diseases Using Parallel Bitstring Agent-Based Models","publication_year":2018,"publication_date":"2018-10-15","ids":{"openalex":"https://openalex.org/W2896457296","doi":"https://doi.org/10.1109/tcss.2018.2871625","mag":"2896457296"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2018.2871625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2018.2871625","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","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/A5015907194","display_name":"Rog\u00e9rio Lu\u00eds Rizzi","orcid":"https://orcid.org/0000-0001-9895-1012"},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rogerio Luis Rizzi","raw_affiliation_strings":["Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9895-1012","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059465987","display_name":"Wesley Luciano Kaizer","orcid":"https://orcid.org/0000-0003-4354-5281"},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesley Luciano Kaizer","raw_affiliation_strings":["Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4354-5281","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060317008","display_name":"Claudia Brandelero Rizzi","orcid":"https://orcid.org/0000-0003-0739-9117"},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Claudia Brandelero Rizzi","raw_affiliation_strings":["Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0739-9117","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077177787","display_name":"Guilherme Galante","orcid":"https://orcid.org/0000-0003-1130-3077"},"institutions":[{"id":"https://openalex.org/I193876067","display_name":"Universidade Estadual do Oeste do Paran\u00e1","ror":"https://ror.org/05ne20t07","country_code":"BR","type":"education","lineage":["https://openalex.org/I193876067"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Galante","raw_affiliation_strings":["Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1130-3077","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Western Paran\u00e1 State University (UNIOESTE), Cascavel, Brazil","institution_ids":["https://openalex.org/I193876067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006736248","display_name":"Fl\u00e1vio Code\u00e7o Coelho","orcid":"https://orcid.org/0000-0003-3868-4391"},"institutions":[{"id":"https://openalex.org/I44202434","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27","country_code":"BR","type":"education","lineage":["https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Flavio Codeco Coelho","raw_affiliation_strings":["School of Applied Mathematics, Get\u00falio Vargas Foundation, Rio de Janeiro, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3868-4391","affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Get\u00falio Vargas Foundation, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I44202434"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015907194"],"corresponding_institution_ids":["https://openalex.org/I193876067"],"apc_list":null,"apc_paid":null,"fwci":0.4002,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60472386,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":"4","first_page":"1109","last_page":"1120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7577335834503174},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6385000944137573},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5376296043395996},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.48213955760002136},{"id":"https://openalex.org/keywords/address-space","display_name":"Address space","score":0.46056514978408813},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.43411803245544434},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41194185614585876},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39495939016342163},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1698128879070282},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10659521818161011},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1042647659778595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7577335834503174},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6385000944137573},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5376296043395996},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48213955760002136},{"id":"https://openalex.org/C144240696","wikidata":"https://www.wikidata.org/wiki/Q367204","display_name":"Address space","level":2,"score":0.46056514978408813},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.43411803245544434},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41194185614585876},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39495939016342163},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1698128879070282},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10659521818161011},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1042647659778595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2018.2871625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2018.2871625","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320322772","display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria","ror":"https://ror.org/02r7nkw81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1523527152","https://openalex.org/W1547746922","https://openalex.org/W1557577667","https://openalex.org/W1562907214","https://openalex.org/W1928983653","https://openalex.org/W1965045549","https://openalex.org/W1968717005","https://openalex.org/W1974493166","https://openalex.org/W1998023974","https://openalex.org/W2002470750","https://openalex.org/W2005245171","https://openalex.org/W2019391857","https://openalex.org/W2021884758","https://openalex.org/W2031713458","https://openalex.org/W2059216571","https://openalex.org/W2102822092","https://openalex.org/W2103450283","https://openalex.org/W2104595316","https://openalex.org/W2133183093","https://openalex.org/W2141108611","https://openalex.org/W2146036952","https://openalex.org/W2149703470","https://openalex.org/W2156140162","https://openalex.org/W2161728228","https://openalex.org/W2163966557","https://openalex.org/W2165786774","https://openalex.org/W2337228578","https://openalex.org/W2339037950","https://openalex.org/W2401316178","https://openalex.org/W2501097568","https://openalex.org/W2590789883","https://openalex.org/W2602799623","https://openalex.org/W2620684633","https://openalex.org/W2751317214","https://openalex.org/W2769349830","https://openalex.org/W2774396120","https://openalex.org/W2903775462","https://openalex.org/W3011439212","https://openalex.org/W3020882730","https://openalex.org/W3102334776","https://openalex.org/W4298152983","https://openalex.org/W4299947987","https://openalex.org/W4301957705","https://openalex.org/W6631389422","https://openalex.org/W6655426683","https://openalex.org/W6756972649","https://openalex.org/W6844944747","https://openalex.org/W6845719387"],"related_works":["https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2079303253","https://openalex.org/W2104702637","https://openalex.org/W4248099758","https://openalex.org/W2979015021","https://openalex.org/W1837558792"],"abstract_inverted_index":{"Agent-based":[0],"models":[1],"(ABMs)":[2],"are":[3,33,75],"gaining":[4],"importance":[5],"over":[6],"traditional":[7,84],"epidemiological":[8,23],"modeling":[9],"due":[10],"to":[11,157,165,186],"advances":[12],"in":[13,68,129,136,160],"computing":[14],"technology":[15],"and":[16,43,57,104,144,175,183],"catalyzed":[17],"by":[18,77],"the":[19,29,36,52,65,70,90,130,167,177],"need":[20],"for":[21,47],"detailed":[22],"analysis":[24],"of":[25,31,38,72,80,99,114,123,126,152,162],"emergent":[26],"diseases.":[27],"Unfortunately,":[28],"advantages":[30],"ABMs":[32],"realized":[34],"at":[35],"cost":[37],"significantly":[39],"large":[40],"execution":[41],"times":[42],"high":[44,91],"memory":[45,53,173],"consumption":[46],"large-scale":[48],"simulations.":[49],"To":[50,87],"address":[51],"issue,":[54],"we":[55,94],"designed":[56],"implemented":[58],"an":[59,62,78,145],"ABM":[60],"using":[61,83,107,170],"innovative":[63],"feature:":[64],"bitstring":[66,153],"approach,":[67],"which":[69],"attributes":[71,169],"each":[73],"agent":[74],"represented":[76],"array":[79],"bits":[81],"instead":[82],"data":[85,122,178],"structures.":[86],"cope":[88],"with":[89,121],"computational":[92],"demands,":[93],"developed":[95],"a":[96,124],"parallel":[97,109],"version":[98],"model":[100,116,139],"aiming":[101],"multicore":[102],"CPUs":[103],"GPUs":[105],"architectures":[106],"Thrust":[108],"algorithms":[110],"library.":[111],"The":[112,138,150],"results":[113,143],"our":[115],"were":[117],"validated":[118],"comparing":[119],"them":[120],"spread":[125],"Influenza":[127],"A":[128],"Cascavel":[131],"City,":[132],"South":[133],"Brazil,":[134],"occurred":[135],"2009.":[137],"presented":[140],"good":[141],"qualitative":[142],"excellent":[146],"performance":[147],"on":[148],"GPUs.":[149],"application":[151],"technique":[154],"is":[155],"proved":[156],"be":[158],"relevant":[159],"economy":[161],"memory,":[163],"allowing":[164],"store":[166],"same":[168],"41%":[171],"less":[172],"space":[174],"improving":[176],"copy":[179],"time":[180],"between":[181],"CPU":[182],"GPU":[184],"up":[185],"52%.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
