{"id":"https://openalex.org/W2053486164","doi":"https://doi.org/10.1145/2132176.2132298","title":"From data to knowledge","display_name":"From data to knowledge","publication_year":2012,"publication_date":"2012-02-07","ids":{"openalex":"https://openalex.org/W2053486164","doi":"https://doi.org/10.1145/2132176.2132298","mag":"2053486164"},"language":"en","primary_location":{"id":"doi:10.1145/2132176.2132298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2132176.2132298","pdf_url":null,"source":{"id":"https://openalex.org/S4306523620","display_name":"Proceedings of the 2012 iConference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 iConference","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/A5023016418","display_name":"Conrad Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Conrad Ng","raw_affiliation_strings":["Dalhousie University, Halifax, Nova Scotia","Dalhousie University, Halifax, Nova Scotia,"],"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, Nova Scotia","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Dalhousie University, Halifax, Nova Scotia,","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038812282","display_name":"Anatoliy Gruzd","orcid":"https://orcid.org/0000-0003-2366-5163"},"institutions":[{"id":"https://openalex.org/I129902397","display_name":"Dalhousie University","ror":"https://ror.org/01e6qks80","country_code":"CA","type":"education","lineage":["https://openalex.org/I129902397"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anatoliy Gruzd","raw_affiliation_strings":["Dalhousie University, Halifax, Nova Scotia","Dalhousie University, Halifax, Nova Scotia,"],"affiliations":[{"raw_affiliation_string":"Dalhousie University, Halifax, Nova Scotia","institution_ids":["https://openalex.org/I129902397"]},{"raw_affiliation_string":"Dalhousie University, Halifax, Nova Scotia,","institution_ids":["https://openalex.org/I129902397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028717541","display_name":"Calvino Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158932","display_name":"Capital Health","ror":"https://ror.org/04nyjea81","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210158932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Calvino Cheng","raw_affiliation_strings":["Capital District Health Authority, Halifax, Nova Scotia"],"affiliations":[{"raw_affiliation_string":"Capital District Health Authority, Halifax, Nova Scotia","institution_ids":["https://openalex.org/I4210158932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075027478","display_name":"Bryan Crocker","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158932","display_name":"Capital Health","ror":"https://ror.org/04nyjea81","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210158932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bryan Crocker","raw_affiliation_strings":["Capital District Health Authority, Halifax, Nova Scotia"],"affiliations":[{"raw_affiliation_string":"Capital District Health Authority, Halifax, Nova Scotia","institution_ids":["https://openalex.org/I4210158932"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081816187","display_name":"Don Doiron","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158932","display_name":"Capital Health","ror":"https://ror.org/04nyjea81","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210158932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Doiron","raw_affiliation_strings":["Capital District Health Authority, Halifax, Nova Scotia"],"affiliations":[{"raw_affiliation_string":"Capital District Health Authority, Halifax, Nova Scotia","institution_ids":["https://openalex.org/I4210158932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103328179","display_name":"Kent A. Stevens","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kent Stevens","raw_affiliation_strings":["Pathology Laboratory, Halifax, Nova Scotia","Pathology Laboratory, Halifax, Nova Scotia#TAB#"],"affiliations":[{"raw_affiliation_string":"Pathology Laboratory, Halifax, Nova Scotia","institution_ids":[]},{"raw_affiliation_string":"Pathology Laboratory, Halifax, Nova Scotia#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023016418"],"corresponding_institution_ids":["https://openalex.org/I129902397"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16135484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"585","last_page":"586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.7765650153160095},{"id":"https://openalex.org/keywords/nova-scotia","display_name":"Nova scotia","score":0.7170515060424805},{"id":"https://openalex.org/keywords/activity-based-costing","display_name":"Activity-based costing","score":0.7093499898910522},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5546506643295288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5110467672348022},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5075749158859253},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4402368366718292},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32218247652053833},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.29570797085762024},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2593648135662079},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21737223863601685},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2154996693134308},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19191741943359375},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15643730759620667},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.1496766209602356}],"concepts":[{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.7765650153160095},{"id":"https://openalex.org/C2988919728","wikidata":"https://www.wikidata.org/wiki/Q1952","display_name":"Nova scotia","level":2,"score":0.7170515060424805},{"id":"https://openalex.org/C164624739","wikidata":"https://www.wikidata.org/wiki/Q754331","display_name":"Activity-based costing","level":2,"score":0.7093499898910522},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5546506643295288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5110467672348022},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5075749158859253},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4402368366718292},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32218247652053833},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.29570797085762024},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2593648135662079},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21737223863601685},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2154996693134308},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19191741943359375},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15643730759620667},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.1496766209602356},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2132176.2132298","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2132176.2132298","pdf_url":null,"source":{"id":"https://openalex.org/S4306523620","display_name":"Proceedings of the 2012 iConference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2012 iConference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4312452017","https://openalex.org/W989880660","https://openalex.org/W3204963302","https://openalex.org/W2236925517","https://openalex.org/W2280392699","https://openalex.org/W2280718506","https://openalex.org/W231843307","https://openalex.org/W221816871","https://openalex.org/W2306176479","https://openalex.org/W2771217591"],"abstract_inverted_index":{"This":[0],"research":[1],"uses":[2],"data":[3,70],"visualization":[4],"techniques":[5],"and":[6,14,47,80,97],"social":[7],"network":[8],"analysis":[9],"to":[10,64,84,88],"determine":[11],"the":[12,20,28,44,50,66,72,82,91,103],"status":[13],"efficiency":[15],"of":[16,39,59,69],"laboratory":[17,40,74],"ordering":[18,41],"for":[19],"outpatient":[21,45],"system":[22,76],"in":[23,43,71],"Nova":[24,104],"Scotia,":[25],"Canada.":[26],"Currently,":[27],"Capital":[29],"District":[30],"Health":[31],"Authority":[32],"(CDHA)":[33],"model":[34],"demonstrates":[35],"that":[36],"approximately":[37,52],"60%":[38],"originates":[42],"setting":[46],"is":[48,63],"costing":[49],"province":[51],"$3.3":[53],"million":[54],"per":[55],"month.":[56],"The":[57],"goal":[58],"this":[60],"pilot":[61],"project":[62],"turn":[65],"vast":[67],"amount":[68],"CDHA's":[73],"information":[75,79],"into":[77,102],"usable":[78],"allow":[81,98],"CDHA":[83],"identify":[85],"usage":[86],"trends":[87],"better":[89],"understand":[90],"future":[92],"demands":[93],"on":[94],"lab":[95],"testing":[96],"policymakers":[99],"more":[100],"insight":[101],"Scotia":[105],"primary":[106],"care":[107],"landscape.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
