{"id":"https://openalex.org/W2900464026","doi":"https://doi.org/10.1145/3274895.3274927","title":"Machine-assisted map editing","display_name":"Machine-assisted map editing","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2900464026","doi":"https://doi.org/10.1145/3274895.3274927","mag":"2900464026"},"language":"en","primary_location":{"id":"doi:10.1145/3274895.3274927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274895.3274927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1906.07138","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060297001","display_name":"Favyen Bastani","orcid":"https://orcid.org/0000-0002-1100-4192"},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Favyen Bastani","raw_affiliation_strings":["MIT CSAIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":["https://openalex.org/I4405258931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109395825","display_name":"Songtao He","orcid":null},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Songtao He","raw_affiliation_strings":["MIT CSAIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":["https://openalex.org/I4405258931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013259491","display_name":"Sofiane Abbar","orcid":"https://orcid.org/0000-0002-2819-8691"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sofiane Abbar","raw_affiliation_strings":["HBKU","Qatar Computing Research Institute, HBKU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HBKU","institution_ids":[]},{"raw_affiliation_string":"Qatar Computing Research Institute, HBKU","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039802992","display_name":"Mohammad Reza Alizadeh","orcid":"https://orcid.org/0000-0001-6977-3851"},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Alizadeh","raw_affiliation_strings":["MIT CSAIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":["https://openalex.org/I4405258931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113516878","display_name":"Hari Balakrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Balakrishnan","raw_affiliation_strings":["MIT CSAIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":["https://openalex.org/I4405258931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037947876","display_name":"Sanjay Chawla","orcid":"https://orcid.org/0000-0002-8102-2572"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjay Chawla","raw_affiliation_strings":["HBKU","Qatar Computing Research Institute, HBKU"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HBKU","institution_ids":[]},{"raw_affiliation_string":"Qatar Computing Research Institute, HBKU","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037742794","display_name":"Samuel Madden","orcid":null},"institutions":[{"id":"https://openalex.org/I4405258931","display_name":"MIT Computer Science and Artificial Intelligence Laboratory","ror":"https://ror.org/01e85r662","country_code":"US","type":"facility","lineage":["https://openalex.org/I4405258931","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sam Madden","raw_affiliation_strings":["MIT CSAIL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT CSAIL","institution_ids":["https://openalex.org/I4405258931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0385,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97396015,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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":0.7998583912849426},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5642661452293396},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5208142995834351},{"id":"https://openalex.org/keywords/road-map","display_name":"Road map","score":0.4818105101585388},{"id":"https://openalex.org/keywords/web-mapping","display_name":"Web mapping","score":0.4510646164417267},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.44807034730911255},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41899916529655457},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.412765234708786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39404791593551636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3424832820892334},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3227542042732239},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.21738749742507935},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18833550810813904},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.14631298184394836},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1413116455078125},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13726380467414856},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11594590544700623},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.11494538187980652},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10232940316200256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998583912849426},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5642661452293396},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5208142995834351},{"id":"https://openalex.org/C188048851","wikidata":"https://www.wikidata.org/wiki/Q2298569","display_name":"Road map","level":2,"score":0.4818105101585388},{"id":"https://openalex.org/C24733836","wikidata":"https://www.wikidata.org/wiki/Q649186","display_name":"Web mapping","level":4,"score":0.4510646164417267},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.44807034730911255},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41899916529655457},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.412765234708786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39404791593551636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3424832820892334},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3227542042732239},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.21738749742507935},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18833550810813904},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.14631298184394836},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1413116455078125},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13726380467414856},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11594590544700623},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.11494538187980652},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10232940316200256}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3274895.3274927","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3274895.3274927","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1906.07138","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.07138","pdf_url":"https://arxiv.org/pdf/1906.07138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dspace.mit.edu:1721.1/137386","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/137386","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"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":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1906.07138","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.07138","pdf_url":"https://arxiv.org/pdf/1906.07138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1971937094","https://openalex.org/W1981934656","https://openalex.org/W1989750313","https://openalex.org/W2033815587","https://openalex.org/W2033969525","https://openalex.org/W2039367092","https://openalex.org/W2071091794","https://openalex.org/W2124029430","https://openalex.org/W2169896874","https://openalex.org/W2593886839","https://openalex.org/W2596164567","https://openalex.org/W2600841405","https://openalex.org/W2768705966","https://openalex.org/W2774327564","https://openalex.org/W2777475024","https://openalex.org/W2780861787","https://openalex.org/W2798925380","https://openalex.org/W2800581566","https://openalex.org/W2963050715","https://openalex.org/W2964121744"],"related_works":["https://openalex.org/W3162200841","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W2586280620","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2805505483","https://openalex.org/W2334071950","https://openalex.org/W2384744344","https://openalex.org/W2397952901"],"abstract_inverted_index":{"Mapping":[0],"road":[1,9,24,40,102],"networks":[2],"today":[3],"is":[4,66],"labor-intensive.":[5],"As":[6],"a":[7,97,169],"result,":[8],"maps":[10,139],"have":[11,33,50,140],"poor":[12,141],"coverage":[13,38,148],"outside":[14],"urban":[15],"centers":[16],"in":[17,135,149],"many":[18],"countries.":[19],"Systems":[20],"to":[21,36,127,172,178],"automatically":[22],"infer":[23],"network":[25],"graphs":[26],"from":[27,104],"aerial":[28,105],"imagery":[29,106],"and":[30,143,162],"GPS":[31],"trajectories":[32],"been":[34,52],"proposed":[35],"improve":[37],"of":[39,44,111,118,131,147],"maps.":[41],"However,":[42],"because":[43],"high":[45],"error":[46],"rates,":[47],"these":[48],"systems":[49],"not":[51],"adopted":[53],"by":[54],"mapping":[55],"communities.":[56],"We":[57,93,124,157],"propose":[58],"machine-assisted":[59],"map":[60,64,71,173],"editing,":[61],"where":[62,82,137,151],"automatic":[63],"inference":[65],"integrated":[67],"into":[68],"existing,":[69],"human-centric":[70],"editing":[72],"workflows.":[73],"To":[74],"realize":[75],"this,":[76],"we":[77,83],"build":[78],"Machine-Assisted":[79],"iD":[80],"(MAiD),":[81],"extend":[84],"the":[85,109,116,129,144],"web-based":[86],"OpenStreetMap":[87],"editor,":[88],"iD,":[89],"with":[90,96,115,186],"machine-assistance":[91],"functionality.":[92],"complement":[94],"MAiD":[95,126],"novel":[98],"approach":[99],"for":[100],"inferring":[101],"topology":[103],"that":[107],"combines":[108],"speed":[110],"prior":[112,119],"segmentation":[113],"approaches":[114],"accuracy":[117],"iterative":[120],"graph":[121],"construction":[122],"methods.":[123],"design":[125],"tackle":[128],"addition":[130],"major,":[132],"arterial":[133],"roads":[134,153,185],"regions":[136,150],"existing":[138],"coverage,":[142],"incremental":[145],"improvement":[146],"major":[152],"are":[154,167,176],"already":[155],"mapped.":[156],"conduct":[158],"two":[159],"user":[160],"studies":[161],"find":[163],"that,":[164],"when":[165],"participants":[166],"given":[168],"fixed":[170],"time":[171],"roads,":[174],"they":[175],"able":[177],"add":[179],"as":[180,182],"much":[181],"3.5x":[183],"more":[184],"MAiD.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}