{"id":"https://openalex.org/W2902030678","doi":"https://doi.org/10.1145/3277104.3277105","title":"Less is More","display_name":"Less is More","publication_year":2018,"publication_date":"2018-09-08","ids":{"openalex":"https://openalex.org/W2902030678","doi":"https://doi.org/10.1145/3277104.3277105","mag":"2902030678"},"language":"en","primary_location":{"id":"doi:10.1145/3277104.3277105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277104.3277105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Computing and 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/A5014498726","display_name":"Sultanah M. Alshammari","orcid":"https://orcid.org/0000-0003-0042-7429"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA","US"],"is_corresponding":false,"raw_author_name":"Sultanah M. Alshammari","raw_affiliation_strings":["King Abdulaziz University, Computer Science Dept., Jeddah, Saudi Arabia and University of North Texas, Dept. of Computer Science and Engineering, Denton, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdulaziz University, Computer Science Dept., Jeddah, Saudi Arabia and University of North Texas, Dept. of Computer Science and Engineering, Denton, Texas, USA","institution_ids":["https://openalex.org/I123534392","https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089984025","display_name":"Rodney D. Nielsen","orcid":null},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodney D. Nielsen","raw_affiliation_strings":["University of North Texas, Dept. of Computer Science and Engineering, Denton, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of North Texas, Dept. of Computer Science and Engineering, Denton, Texas, USA","institution_ids":["https://openalex.org/I123534392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7699,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9225915,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9484000205993652,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7081295847892761},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7015953063964844},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.62925124168396},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5020580291748047},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48594605922698975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48434460163116455},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4740452766418457},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4661262035369873},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.44742682576179504},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.43482735753059387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43457236886024475},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.43284517526626587},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42195743322372437},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.41689562797546387},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3851415812969208},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.337636798620224},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17099615931510925},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08448043465614319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7081295847892761},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7015953063964844},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.62925124168396},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5020580291748047},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48594605922698975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48434460163116455},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4740452766418457},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4661262035369873},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.44742682576179504},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.43482735753059387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43457236886024475},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.43284517526626587},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42195743322372437},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.41689562797546387},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3851415812969208},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.337636798620224},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17099615931510925},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08448043465614319},{"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3277104.3277105","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277104.3277105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 International Conference on Computing and Big Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W77567593","https://openalex.org/W1684832230","https://openalex.org/W1976323204","https://openalex.org/W1979941595","https://openalex.org/W2022783018","https://openalex.org/W2101196063","https://openalex.org/W2109734180","https://openalex.org/W2117239687","https://openalex.org/W2118978333","https://openalex.org/W2120390634","https://openalex.org/W2139188905","https://openalex.org/W2149684865","https://openalex.org/W2766408896","https://openalex.org/W2775569101","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2786391746","https://openalex.org/W3132346564","https://openalex.org/W2991483587","https://openalex.org/W2914559142","https://openalex.org/W4226059458","https://openalex.org/W4381430104","https://openalex.org/W2995102745","https://openalex.org/W1990237101","https://openalex.org/W2168489430","https://openalex.org/W180869904"],"abstract_inverted_index":{"People":[0],"in":[1,82,95],"social":[2],"media":[3],"post":[4],"massive":[5],"amounts":[6],"of":[7,10,32,45,64,79],"different":[8,46],"types":[9],"data":[11,59],"including":[12],"text":[13],"messages,":[14],"photos,":[15],"and":[16,24],"links.":[17],"They":[18],"share":[19],"their":[20,26],"personal":[21],"opinions,":[22],"feelings,":[23],"even":[25],"health":[27],"status.":[28],"The":[29,72],"high":[30],"volume":[31],"health-related":[33],"tweets":[34,80],"can":[35],"be":[36],"used":[37],"as":[38],"a":[39,76],"tool":[40],"to":[41,56,60],"track":[42],"the":[43,65,85],"activities":[44],"infectious":[47],"diseases.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"describe":[53],"our":[54],"work":[55],"process":[57],"Twitter":[58],"detect":[61],"self-reported":[62,98],"cases":[63],"flu":[66,99],"using":[67],"supervised":[68],"machine":[69,90],"learning":[70,91],"methods.":[71],"results":[73],"obtained":[74],"on":[75],"large":[77],"set":[78],"posted":[81],"English":[83],"during":[84],"winter":[86],"season":[87],"prove":[88],"that":[89],"classifiers":[92],"are":[93],"effective":[94],"detecting":[96],"possible":[97],"cases.":[100]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2018-12-11T00:00:00"}
