{"id":"https://openalex.org/W4289751788","doi":"https://doi.org/10.1145/3219819.3219896","title":"ActiveRemediation","display_name":"ActiveRemediation","publication_year":2018,"publication_date":"2018-07-19","ids":{"openalex":"https://openalex.org/W4289751788","doi":"https://doi.org/10.1145/3219819.3219896"},"language":"en","primary_location":{"id":"doi:10.1145/3219819.3219896","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219819.3219896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"proceedings-article"},"type":"preprint","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/A5021082077","display_name":"Jacob Abernethy","orcid":"https://orcid.org/0000-0002-3115-6804"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jacob Abernethy","raw_affiliation_strings":["Georgia Institute of Technology & University of Michigan, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology & University of Michigan, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016208908","display_name":"Alex Chojnacki","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Chojnacki","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075759539","display_name":"Arya Farahi","orcid":"https://orcid.org/0000-0003-0777-4618"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arya Farahi","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101996440","display_name":"Eric M. Schwartz","orcid":"https://orcid.org/0000-0001-7747-1511"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Schwartz","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085780938","display_name":"Jared Webb","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jared Webb","raw_affiliation_strings":["Brigham Young University, Provo, UT, USA"],"affiliations":[{"raw_affiliation_string":"Brigham Young University, Provo, UT, USA","institution_ids":["https://openalex.org/I100005738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021082077"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":1.77157857,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86397341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.719775378704071},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.691292405128479},{"id":"https://openalex.org/keywords/hazardous-waste","display_name":"Hazardous waste","score":0.5726063251495361},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.547112226486206},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4861590564250946},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47992831468582153},{"id":"https://openalex.org/keywords/water-pipe","display_name":"Water pipe","score":0.4537102282047272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44998666644096375},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.41075557470321655},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3772652745246887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.335574746131897},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.33174166083335876},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32178816199302673},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16871529817581177},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15625116229057312},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.12874028086662292}],"concepts":[{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.719775378704071},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.691292405128479},{"id":"https://openalex.org/C22507642","wikidata":"https://www.wikidata.org/wiki/Q1069369","display_name":"Hazardous waste","level":2,"score":0.5726063251495361},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.547112226486206},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4861590564250946},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47992831468582153},{"id":"https://openalex.org/C23966969","wikidata":"https://www.wikidata.org/wiki/Q3241671","display_name":"Water pipe","level":3,"score":0.4537102282047272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44998666644096375},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.41075557470321655},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3772652745246887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.335574746131897},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.33174166083335876},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32178816199302673},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16871529817581177},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15625116229057312},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.12874028086662292},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201289731","wikidata":"https://www.wikidata.org/wiki/Q1172599","display_name":"Inlet","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3219819.3219896","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219819.3219896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1785118084","https://openalex.org/W2026261408","https://openalex.org/W2029604420","https://openalex.org/W2036749867","https://openalex.org/W2101164044","https://openalex.org/W2114100577","https://openalex.org/W2167595980","https://openalex.org/W2213487080","https://openalex.org/W2295598076","https://openalex.org/W2528923780","https://openalex.org/W2726182856","https://openalex.org/W2887899991","https://openalex.org/W3101231712","https://openalex.org/W4235560058","https://openalex.org/W4248681815"],"related_works":["https://openalex.org/W1503780849","https://openalex.org/W2006893645","https://openalex.org/W164591511","https://openalex.org/W2968920050","https://openalex.org/W1540139279","https://openalex.org/W1567845959","https://openalex.org/W2102301225","https://openalex.org/W2386594175","https://openalex.org/W188937797","https://openalex.org/W4254120733"],"abstract_inverted_index":{"We":[0],"detail":[1],"our":[2,108,151],"ongoing":[3],"work":[4],"in":[5,25,33,37,91,113,134],"Flint,":[6],"Michigan":[7],"to":[8,49,59,89,130,156],"detect":[9],"pipes":[10,55],"made":[11],"of":[12,21,66,74,84,96,136],"lead":[13,22,35,97],"and":[14,42,69,86,94,102,119],"other":[15,157],"hazardous":[16],"metals.":[17],"After":[18],"elevated":[19],"levels":[20,36],"were":[23],"detected":[24],"residents'":[26],"drinking":[27],"water,":[28],"followed":[29],"by":[30,144],"an":[31],"increase":[32],"blood":[34],"area":[38],"children,":[39],"the":[40,54,60,64,71,92,125,145],"state":[41],"federal":[43,146],"governments":[44],"directed":[45],"over":[46],"$125":[47],"million":[48],"replace":[50],"water":[51,61],"service":[52],"lines,":[53],"connecting":[56],"each":[57],"home":[58],"system.":[62],"In":[63],"absence":[65],"accurate":[67],"records,":[68],"with":[70,110,121],"high":[72],"cost":[73],"determining":[75],"buried":[76],"pipe":[77],"materials,":[78],"we":[79,106,148],"put":[80],"forth":[81],"a":[82,122],"number":[83],"predictive":[85],"procedural":[87],"tools":[88],"aid":[90],"search":[93],"removal":[95],"infrastructure.":[98],"Alongside":[99],"these":[100],"statistical":[101,126],"machine":[103],"learning":[104],"approaches,":[105],"describe":[107],"interactions":[109],"government":[111],"officials":[112],"recommending":[114],"homes":[115],"for":[116],"both":[117],"inspection":[118],"replacement,":[120],"focus":[123],"on":[124,141],"model":[127],"that":[128],"adapts":[129],"incoming":[131],"information.":[132],"Finally,":[133],"light":[135],"discussions":[137],"about":[138],"increased":[139],"spending":[140],"infrastructure":[142],"development":[143],"government,":[147],"explore":[149],"how":[150],"approach":[152],"generalizes":[153],"beyond":[154],"Flint":[155],"municipalities":[158],"nationwide.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-08-04T00:00:00"}