{"id":"https://openalex.org/W7206624787","doi":null,"title":"A Strategy For Data Quality Assessment In IoT-based Air Quality Monitoring Systems","display_name":"A Strategy For Data Quality Assessment In IoT-based Air Quality Monitoring Systems","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W7206624787"},"language":"en","primary_location":{"id":"pmh:oai:bibliotecadigital.udea.edu.co:10495/28377","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10495/28377","pdf_url":null,"source":{"id":"https://openalex.org/S4377196334","display_name":"Institutional Repository University of Antioquia (University of Antioquia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I35961687","host_organization_name":"Universidad de Antioquia","host_organization_lineage":["https://openalex.org/I35961687"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10495/28377","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068663005","display_name":"Julio H. Buelvas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Buelvas P\u00e9rez, Julio Hern\u00e1n","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5068663005"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.45730000734329224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.45730000734329224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.2777999937534332,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.04699999839067459,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-quality-assessment","display_name":"data quality assessment","score":0.9750000238418579},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9769999980926514},{"id":"https://openalex.org/keywords/air-quality-monitoring","display_name":"air quality monitoring","score":0.9940000176429749},{"id":"https://openalex.org/keywords/data-quality-metrics","display_name":"data quality metrics","score":0.7789999842643738},{"id":"https://openalex.org/keywords/data-quality-attributes","display_name":"data quality attributes","score":0.7279999852180481},{"id":"https://openalex.org/keywords/data-quality-index","display_name":"data quality index","score":0.7450000047683716},{"id":"https://openalex.org/keywords/sensor-data-reliability","display_name":"sensor data reliability","score":0.6179999709129333},{"id":"https://openalex.org/keywords/citizen-science","display_name":"citizen science","score":0.9350000023841858},{"id":"https://openalex.org/keywords/siata","display_name":"SIATA","score":0.5320000052452087},{"id":"https://openalex.org/keywords/aburra-valley","display_name":"Aburr\u00e1 Valley","score":0.878000020980835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7389000058174133},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.6717000007629395},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5121999979019165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5077000260353088},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49079999327659607},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4702000021934509},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.454800009727478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4214000105857849},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42010000348091125},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3871999979019165},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.38449999690055847},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C92446256","wikidata":"https://www.wikidata.org/wiki/Q3306762","display_name":"Data validation","level":2,"score":0.35359999537467957},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.3305000066757202},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3174999952316284},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2980000078678131},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C3020493868","wikidata":"https://www.wikidata.org/wiki/Q55631277","display_name":"Real world data","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C110593043","wikidata":"https://www.wikidata.org/wiki/Q7300787","display_name":"Real-time data","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.2619999945163727},{"id":"https://openalex.org/C60478076","wikidata":"https://www.wikidata.org/wiki/Q3036835","display_name":"Reference data","level":2,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:bibliotecadigital.udea.edu.co:10495/28377","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10495/28377","pdf_url":null,"source":{"id":"https://openalex.org/S4377196334","display_name":"Institutional Repository University of Antioquia (University of Antioquia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I35961687","host_organization_name":"Universidad de Antioquia","host_organization_lineage":["https://openalex.org/I35961687"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"}],"best_oa_location":{"id":"pmh:oai:bibliotecadigital.udea.edu.co:10495/28377","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/10495/28377","pdf_url":null,"source":{"id":"https://openalex.org/S4377196334","display_name":"Institutional Repository University of Antioquia (University of Antioquia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I35961687","host_organization_name":"Universidad de Antioquia","host_organization_lineage":["https://openalex.org/I35961687"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3202466846","https://openalex.org/W4295046612","https://openalex.org/W4362589509","https://openalex.org/W4362586055","https://openalex.org/W3091465848","https://openalex.org/W4229018183","https://openalex.org/W7163214054","https://openalex.org/W4407214389","https://openalex.org/W3094606983","https://openalex.org/W4411171706"],"abstract_inverted_index":{"ABSTRACT:":[0],"With":[1],"the":[2,31,34,40,54,97,100,115,139,170,177,194,209,236,241,278,293,308,323,343],"upcoming":[3],"growth":[4],"of":[5,12,19,33,80,99,114,156,160,196,199,206,211,225,240,325],"IoT,":[6],"which":[7,93,251],"is":[8,27,73,94,141,245,252,269,298],"translated":[9],"into":[10],"millions":[11],"interconnected":[13],"devices":[14],"reporting":[15],"a":[16,88,109,162,197,230,248,255,273,334],"high":[17],"volume":[18],"data":[20,35,71,101,129,140,157,178,207,226,237,264,320,326],"coming":[21],"from":[22,53,277],"heterogeneous":[23],"sources":[24],"(sensors),":[25],"it":[26,183,337],"necessary":[28],"to":[29,38,49,75,96,107,124,133,136,203,218,228,258,262,338],"assess":[30,204],"confidence":[32],"in":[36,67,102,169,208,247,311],"order":[37,106],"provide":[39,229],"system":[41],"with":[42,127,272],"trustable":[43],"information":[44],"that":[45,69,165,233,288,297,302,317],"can":[46,289],"be":[47,125,134,167,290],"used":[48],"get":[50,108],"real":[51,274,344],"insights":[52],"physical":[55,116],"world":[56],"and":[57,83,120,130,148,154,181,190,201,222,296,322],"thus":[58],"take":[59,339],"proper":[60,340],"decisions":[61],"or":[62,112,143],"actions":[63,341],"over":[64,187,307],"it.":[65],"Having":[66],"mind":[68],"ensuring":[70],"quality":[72,98,179,205,238,265,285,321,327],"key":[74],"ease":[76],"user":[77],"engagement,":[78],"acceptance":[79],"IoT":[81,103,118,294,331],"services":[82],"large":[84],"scale":[85],"deployments":[86],"[1],":[87],"new":[89],"critical":[90],"issue":[91],"arises":[92],"related":[95],"applications.":[104],"In":[105,172],"correct":[110],"insight":[111],"interpretation":[113],"world,":[117],"users":[119,147],"upper":[121],"layers":[122],"need":[123,132],"provided":[126],"reliable":[128,142],"also":[131,214,270],"able":[135],"judge":[137],"whether":[138],"not.":[144],"Moreover,":[145],"different":[146,152],"applications":[149],"will":[150],"have":[151],"requirements":[153],"conceptions":[155],"quality,":[158,227],"making":[159],"this":[161,173],"subjective":[163,223],"matter":[164],"should":[166],"included":[168],"analysis.":[171],"research,":[174],"we":[175],"investigate":[176,215],"term":[180],"how":[182,217],"has":[184],"been":[185],"treated":[186],"several":[188],"studies":[189],"applications,":[191],"aiming":[192],"at":[193],"definition":[195],"set":[198],"attributes":[200],"metrics":[202],"Internet":[210],"Things.":[212],"We":[213],"on":[216,254,342],"integrate":[219],"objective":[220],"measurements":[221],"perceptions":[224],"single":[231],"index":[232],"informs":[234],"about":[235],"status":[239],"system.":[242],"Our":[243],"approach":[244],"implemented":[246],"software":[249],"tool,":[250],"evaluated":[253],"synthetic":[256],"dataset":[257,275],"test":[259],"its":[260],"awareness":[261,328],"induced":[263],"changes.":[266],"The":[267,314],"tool":[268],"tested":[271],"retrieved":[276],"SIATA\u2019s":[279],"citizen":[280],"science":[281],"system,":[282],"an":[283,330],"air":[284],"monitoring":[286],"application":[287],"encompassed":[291],"within":[292],"paradigm,":[295],"composed":[299],"by":[300],"more":[301],"230":[303],"nodes":[304],"deployed":[305],"all":[306],"Aburr\u00e1":[309],"Valley":[310],"Antioquia,":[312],"Colombia.":[313],"results":[315],"show":[316],"feasibility":[318],"assessing":[319],"importance":[324],"for":[329,336],"application,":[332],"as":[333],"way":[335],"world.":[345]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-09-03T00:00:00"}
