{"id":"https://openalex.org/W2770886665","doi":"https://doi.org/10.1145/3110025.3116195","title":"Estimating users' mode transition functions and activity levels from social media","display_name":"Estimating users' mode transition functions and activity levels from social media","publication_year":2017,"publication_date":"2017-07-31","ids":{"openalex":"https://openalex.org/W2770886665","doi":"https://doi.org/10.1145/3110025.3116195","mag":"2770886665"},"language":"en","primary_location":{"id":"doi:10.1145/3110025.3116195","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3116195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1463402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004294739","display_name":"Hamilton Link","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hamilton Link","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, New Mexico U.S.A"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, New Mexico U.S.A","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006561049","display_name":"Jeremy Wendt","orcid":"https://orcid.org/0000-0001-7581-9932"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremy D. Wendt","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, New Mexico U.S.A"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, New Mexico U.S.A","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103002453","display_name":"Richard Field","orcid":"https://orcid.org/0000-0002-2765-7032"},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard V. Field","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, New Mexico U.S.A"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, New Mexico U.S.A","institution_ids":["https://openalex.org/I4210104735"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044673707","display_name":"Jocelyn Marthe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jocelyn Marthe","raw_affiliation_strings":["Sandia National Laboratories, Albuquerque, New Mexico U.S.A"],"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Albuquerque, New Mexico U.S.A","institution_ids":["https://openalex.org/I4210104735"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004294739"],"corresponding_institution_ids":["https://openalex.org/I4210104735"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.14602744,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1072","last_page":"1079"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9984999895095825,"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":0.988099992275238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7414954900741577},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6568766832351685},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.6228427290916443},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5580699443817139},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.530390202999115},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5054347515106201},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5026838779449463},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.203404039144516},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10621029138565063},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10302895307540894}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7414954900741577},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6568766832351685},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.6228427290916443},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5580699443817139},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.530390202999115},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5054347515106201},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5026838779449463},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.203404039144516},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10621029138565063},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10302895307540894},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3110025.3116195","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3110025.3116195","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1463402","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1463402","pdf_url":"https://www.osti.gov/servlets/purl/1463402","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1458878","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1458878","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:osti.gov:1459079","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1459079","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1463402","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1463402","pdf_url":"https://www.osti.gov/servlets/purl/1463402","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5299999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2770886665.pdf","grobid_xml":"https://content.openalex.org/works/W2770886665.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1578006941","https://openalex.org/W1669437150","https://openalex.org/W1731771962","https://openalex.org/W1976071359","https://openalex.org/W1994682066","https://openalex.org/W2127434196","https://openalex.org/W2167443155","https://openalex.org/W2217157781","https://openalex.org/W2250346704","https://openalex.org/W2258267851","https://openalex.org/W2399652602","https://openalex.org/W2473922097","https://openalex.org/W2489369235","https://openalex.org/W2545581354","https://openalex.org/W2949377321","https://openalex.org/W2962871786","https://openalex.org/W3122471732","https://openalex.org/W4248681815","https://openalex.org/W6634761457","https://openalex.org/W6910183645"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W613940353","https://openalex.org/W4312622923","https://openalex.org/W1977056376","https://openalex.org/W2320915480","https://openalex.org/W2728430307","https://openalex.org/W1990545028","https://openalex.org/W2107786128"],"abstract_inverted_index":{"We":[0,19],"present":[1],"a":[2,73],"temporal":[3],"model":[4,23,38,74,83],"of":[5,75,78,98],"individual-scale":[6,76],"social":[7,32],"media":[8,33],"user":[9,82],"behavior,":[10],"comprising":[11],"modal":[12],"activity":[13,47],"levels":[14],"and":[15,27,35,64],"mode":[16],"switching":[17],"patterns.":[18,48],"show":[20],"that":[21,36],"this":[22],"can":[24],"be":[25,87],"effectively":[26],"easily":[28],"learned":[29],"from":[30],"available":[31],"data,":[34],"our":[37],"is":[39,69,84],"sufficiently":[40],"flexible":[41],"to":[42,71,86],"capture":[43],"diverse":[44],"users'":[45],"daily":[46],"In":[49],"applications":[50,97],"such":[51,92],"as":[52],"electric":[53],"power":[54],"load":[55],"prediction,":[56,99],"computer":[57],"network":[58],"traffic":[59],"analysis,":[60],"disease":[61,65],"spread":[62],"modeling,":[63],"outbreak":[66],"forecasting,":[67],"it":[68],"useful":[70],"have":[72],"patterns":[77],"human":[79],"behavior.":[80],"Our":[81],"intended":[85],"suitable":[88],"for":[89,95],"integration":[90],"into":[91],"population":[93],"models,":[94],"future":[96],"change":[100],"detection,":[101],"or":[102],"agent-based":[103],"simulation.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
