{"id":"https://openalex.org/W2529302785","doi":"https://doi.org/10.1109/isc2.2016.7580846","title":"A big data analytics system to analyze citizens' perception of security","display_name":"A big data analytics system to analyze citizens' perception of security","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2529302785","doi":"https://doi.org/10.1109/isc2.2016.7580846","mag":"2529302785"},"language":"en","primary_location":{"id":"doi:10.1109/isc2.2016.7580846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc2.2016.7580846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Smart Cities Conference (ISC2)","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/A5016045953","display_name":"Jorge E. Camargo","orcid":"https://orcid.org/0000-0002-3562-4441"},"institutions":[{"id":"https://openalex.org/I4210101155","display_name":"Universidad Antonio Nari\u00f1o","ror":"https://ror.org/014hpw227","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210101155"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Jorge E. Camargo","raw_affiliation_strings":["Laboratory for Advanced Computational Science and Engineering Research, Universidad Antonio Nari\u00f1o, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Laboratory for Advanced Computational Science and Engineering Research, Universidad Antonio Nari\u00f1o, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I4210101155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037293272","display_name":"Carlos Arturo Torres Gastel\u00fa","orcid":"https://orcid.org/0000-0003-2527-9602"},"institutions":[{"id":"https://openalex.org/I4210143196","display_name":"Secretar\u00eda de Salud de Bogot\u00e1","ror":"https://ror.org/04a55zb79","country_code":"CO","type":"government","lineage":["https://openalex.org/I4210143196"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Carlos A. Torres","raw_affiliation_strings":["Secretar\u00eda Distrital de Gobierno, Alcald\u00eda Mayor de Bogot\u00e1 D.C"],"affiliations":[{"raw_affiliation_string":"Secretar\u00eda Distrital de Gobierno, Alcald\u00eda Mayor de Bogot\u00e1 D.C","institution_ids":["https://openalex.org/I4210143196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056518044","display_name":"Oscar H. Martinez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143196","display_name":"Secretar\u00eda de Salud de Bogot\u00e1","ror":"https://ror.org/04a55zb79","country_code":"CO","type":"government","lineage":["https://openalex.org/I4210143196"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar H. Martinez","raw_affiliation_strings":["Secretar\u00eda Distrital de Gobierno, Alcald\u00eda Mayor de Bogot\u00e1 D.C"],"affiliations":[{"raw_affiliation_string":"Secretar\u00eda Distrital de Gobierno, Alcald\u00eda Mayor de Bogot\u00e1 D.C","institution_ids":["https://openalex.org/I4210143196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012604522","display_name":"Francisco G\u00f3mez","orcid":"https://orcid.org/0000-0003-4553-5343"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Francisco A. Gomez","raw_affiliation_strings":["Universidad Nacional de Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional de Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016045953"],"corresponding_institution_ids":["https://openalex.org/I4210101155"],"apc_list":null,"apc_paid":null,"fwci":0.221,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.59597674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9932000041007996,"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":0.9932000041007996,"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":0.9882000088691711,"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":0.975600004196167,"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":0.7731389403343201},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7472496032714844},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6176727414131165},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5702745318412781},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5594567060470581},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5546374917030334},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5253680944442749},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5253245830535889},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4561343789100647},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4324207901954651},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4287794232368469},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.41000261902809143},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3339311480522156},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.2966892719268799},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07519495487213135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731389403343201},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7472496032714844},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6176727414131165},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5702745318412781},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5594567060470581},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5546374917030334},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5253680944442749},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5253245830535889},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4561343789100647},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4324207901954651},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4287794232368469},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.41000261902809143},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3339311480522156},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2966892719268799},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07519495487213135},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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:10.1109/isc2.2016.7580846","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc2.2016.7580846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1975970534","https://openalex.org/W2009162160","https://openalex.org/W2014398636","https://openalex.org/W2077504940","https://openalex.org/W2116117972","https://openalex.org/W2162357792","https://openalex.org/W4289918617"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W2062940763","https://openalex.org/W2186032312"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,28,51,63,71,93],"big":[4,31],"data":[5,32],"analytics":[6],"system":[7,24,45,91],"that":[8,89],"allows":[9],"government":[10],"to":[11,36,48,55,60,79,81,96],"measure":[12],"citizens'":[13],"perception":[14,67],"of":[15,30,68,70],"security":[16,69,83],"from":[17],"the":[18,66],"Twitter":[19],"social":[20],"network.":[21],"The":[22,44],"proposed":[23],"was":[25,77],"built":[26],"using":[27],"set":[29],"tools":[33],"in":[34,62,85],"order":[35],"collect,":[37],"pre-process,":[38],"classify,":[39],"index,":[40],"and":[41],"visualize":[42],"data.":[43],"is":[46,53,58,92],"able":[47],"detect":[49],"whether":[50],"tweet":[52],"related":[54],"security,":[56],"which":[57],"used":[59],"present":[61],"heat":[64],"map":[65],"city.":[72],"A":[73],"machine":[74],"learning":[75],"algorithm":[76],"trained":[78],"learn":[80],"recognize":[82],"characteristics":[84],"tweets.":[86],"Results":[87],"show":[88],"this":[90],"powerful":[94],"tool":[95],"visually":[97],"analyze":[98],"how":[99],"citizens":[100],"perceive":[101],"security.":[102]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}