{"id":"https://openalex.org/W2570588480","doi":"https://doi.org/10.1109/besc.2016.7804480","title":"Interactive exploration and understanding of contagion dynamics in networked populations","display_name":"Interactive exploration and understanding of contagion dynamics in networked populations","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2570588480","doi":"https://doi.org/10.1109/besc.2016.7804480","mag":"2570588480"},"language":"en","primary_location":{"id":"doi:10.1109/besc.2016.7804480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc.2016.7804480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Behavioral, Economic and Socio-cultural Computing (BESC)","raw_type":"proceedings-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/A5085214727","display_name":"Sherif E. Abdelhamid","orcid":"https://orcid.org/0000-0002-6574-0187"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sherif E. Abdelhamid","raw_affiliation_strings":["Biocomplexity Institute and Deparment of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Biocomplexity Institute and Deparment of Computer Science, Virginia Tech","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006412870","display_name":"Chris J. Kuhlman","orcid":"https://orcid.org/0000-0002-9368-2156"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chris J. Kuhlman","raw_affiliation_strings":["Biocomplexity Institute and Deparment of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Biocomplexity Institute and Deparment of Computer Science, Virginia Tech","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020293284","display_name":"Madhav Marathe","orcid":"https://orcid.org/0000-0003-1653-0658"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Madhav V. Marathe","raw_affiliation_strings":["Biocomplexity Institute and Deparment of Computer Science, Virginia Tech"],"affiliations":[{"raw_affiliation_string":"Biocomplexity Institute and Deparment of Computer Science, Virginia Tech","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086740853","display_name":"S. S. Ravi","orcid":"https://orcid.org/0000-0002-0893-4364"},"institutions":[{"id":"https://openalex.org/I392282","display_name":"University at Albany, State University of New York","ror":"https://ror.org/012zs8222","country_code":"US","type":"education","lineage":["https://openalex.org/I392282"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. S. Ravi","raw_affiliation_strings":["Department of Computer Science, University at Albany-SUNY"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University at Albany-SUNY","institution_ids":["https://openalex.org/I392282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085214727"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.14404697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6042760014533997},{"id":"https://openalex.org/keywords/emotional-contagion","display_name":"Emotional contagion","score":0.5779685974121094},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5511061549186707},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.5452353358268738},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5403673052787781},{"id":"https://openalex.org/keywords/contagion-effect","display_name":"Contagion effect","score":0.45501983165740967},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.4219706952571869},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25201013684272766},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.22955968976020813},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10673004388809204},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09776398539543152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6042760014533997},{"id":"https://openalex.org/C159237981","wikidata":"https://www.wikidata.org/wiki/Q1498207","display_name":"Emotional contagion","level":2,"score":0.5779685974121094},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5511061549186707},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.5452353358268738},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5403673052787781},{"id":"https://openalex.org/C2992262398","wikidata":"https://www.wikidata.org/wiki/Q354822","display_name":"Contagion effect","level":3,"score":0.45501983165740967},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.4219706952571869},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25201013684272766},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.22955968976020813},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10673004388809204},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09776398539543152},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2778300220","wikidata":"https://www.wikidata.org/wiki/Q114380","display_name":"Financial crisis","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/besc.2016.7804480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc.2016.7804480","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Behavioral, Economic and Socio-cultural Computing (BESC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W290575229","https://openalex.org/W621998161","https://openalex.org/W1985903094","https://openalex.org/W1989962199","https://openalex.org/W2000122588","https://openalex.org/W2003998314","https://openalex.org/W2059627703","https://openalex.org/W2064491522","https://openalex.org/W2065769502","https://openalex.org/W2071601050","https://openalex.org/W2086287564","https://openalex.org/W2092522621","https://openalex.org/W2096423888","https://openalex.org/W2110032173","https://openalex.org/W2125910575","https://openalex.org/W2146530408","https://openalex.org/W2160885387","https://openalex.org/W2162774006","https://openalex.org/W2469279958","https://openalex.org/W2484922444","https://openalex.org/W2500133149","https://openalex.org/W3098374147","https://openalex.org/W3103071483","https://openalex.org/W4238031082","https://openalex.org/W6665629545","https://openalex.org/W6676844996"],"related_works":["https://openalex.org/W2067369167","https://openalex.org/W2519681821","https://openalex.org/W3123179060","https://openalex.org/W4393032936","https://openalex.org/W2360726862","https://openalex.org/W4367665626","https://openalex.org/W2550182920","https://openalex.org/W4362591728","https://openalex.org/W2403671900","https://openalex.org/W1671022432"],"abstract_inverted_index":{"Modeling":[0],"and":[1,20,22,30,34,61,92,102,106],"simulation":[2],"of":[3,18,32,53,57,64,74,121,124,131,152],"contagion":[4,41,65,90],"processes":[5,91],"on":[6,126],"networked":[7],"populations":[8],"are":[9,36],"used":[10,140],"to":[11,71,100,111,141,145],"understand":[12,146],"protests,":[13],"social":[14,129],"unrest,":[15],"the":[16,72,122,147,150],"spread":[17,123],"information,":[19],"virus":[21],"disease":[23],"epidemics,":[24],"among":[25],"other":[26],"phenomena.":[27],"Network":[28],"structure":[29],"attributes":[31],"vertices":[33],"edges":[35],"often":[37],"useful":[38],"in":[39,88,93],"explaining":[40,112],"spreading":[42],"processes.":[43],"However,":[44],"particularly":[45],"for":[46,84,149],"larger":[47],"networks":[48,144],"(e.g.,":[49],"those":[50],"with":[51],"hundreds":[52],"thousands":[54],"or":[55],"millions":[56],"vertices),":[58],"reasoning":[59],"about":[60],"making":[62],"sense":[63],"propagation":[66],"results":[67],"is":[68],"difficult":[69],"owing":[70],"scale":[73],"these":[75],"simulations.":[76],"We":[77,134],"present":[78],"a":[79,117,127],"web":[80],"application":[81],"called":[82],"NEMO":[83,137],"assisting":[85],"an":[86],"analyst":[87],"understanding":[89],"establishing":[94],"causality.":[95],"It":[96],"has":[97],"several":[98],"features":[99],"query":[101],"visualize":[103],"networks,":[104],"subnetworks,":[105],"their":[107],"properties.":[108],"In":[109],"addition":[110],"NEMO's":[113],"features,":[114],"we":[115],"provide":[116],"real":[118],"case":[119],"study":[120],"Ebola":[125],"4-million-vertex":[128],"network":[130],"Liberia,":[132],"Africa.":[133],"demonstrate":[135],"how":[136],"can":[138],"be":[139],"explore":[142],"interactively":[143],"reasons":[148],"effectiveness":[151],"different":[153],"interventions.":[154]},"counts_by_year":[{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
