{"id":"https://openalex.org/W4220792295","doi":"https://doi.org/10.1145/3485447.3512224","title":"Attention-Based Vandalism Detection in OpenStreetMap","display_name":"Attention-Based Vandalism Detection in OpenStreetMap","publication_year":2022,"publication_date":"2022-04-25","ids":{"openalex":"https://openalex.org/W4220792295","doi":"https://doi.org/10.1145/3485447.3512224"},"language":"en","primary_location":{"id":"doi:10.1145/3485447.3512224","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485447.3512224","pdf_url":null,"source":{"id":"https://openalex.org/S4363608783","display_name":"Proceedings of the ACM Web Conference 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2022","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2201.10406","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039161783","display_name":"Nicolas Tempelmeier","orcid":"https://orcid.org/0000-0003-0911-6264"},"institutions":[{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]},{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nicolas Tempelmeier","raw_affiliation_strings":["L3S Research Center, Leibniz University Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I4210136150","https://openalex.org/I114112103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087621364","display_name":"Elena Demidova","orcid":"https://orcid.org/0000-0002-5134-9072"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Elena Demidova","raw_affiliation_strings":["Data Science &amp; Intelligent Systems (DSIS), University of Bonn, Germany"],"affiliations":[{"raw_affiliation_string":"Data Science &amp; Intelligent Systems (DSIS), University of Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039161783"],"corresponding_institution_ids":["https://openalex.org/I114112103","https://openalex.org/I4210136150"],"apc_list":null,"apc_paid":null,"fwci":0.5235,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61345206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"643","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9771000146865845,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9771000146865845,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9641000032424927,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9521999955177307,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.836786150932312},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.662710964679718},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5778038501739502},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48902925848960876},{"id":"https://openalex.org/keywords/volunteered-geographic-information","display_name":"Volunteered geographic information","score":0.42266055941581726},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41566282510757446},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.382104754447937},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3745911717414856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3441312909126282},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3397349715232849},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18061205744743347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836786150932312},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.662710964679718},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5778038501739502},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48902925848960876},{"id":"https://openalex.org/C57380593","wikidata":"https://www.wikidata.org/wiki/Q933625","display_name":"Volunteered geographic information","level":2,"score":0.42266055941581726},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41566282510757446},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.382104754447937},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3745911717414856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3441312909126282},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3397349715232849},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18061205744743347},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3485447.3512224","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3485447.3512224","pdf_url":null,"source":{"id":"https://openalex.org/S4363608783","display_name":"Proceedings of the ACM Web Conference 2022","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2022","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2201.10406","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.10406","pdf_url":"https://arxiv.org/pdf/2201.10406","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2201.10406","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.10406","pdf_url":"https://arxiv.org/pdf/2201.10406","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G4708878974","display_name":null,"funder_award_id":"871477","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1978523792","https://openalex.org/W2000412498","https://openalex.org/W2013170807","https://openalex.org/W2129108327","https://openalex.org/W2146314642","https://openalex.org/W2250539671","https://openalex.org/W2537475616","https://openalex.org/W2914417081","https://openalex.org/W2979716004","https://openalex.org/W2994283657","https://openalex.org/W3013789462","https://openalex.org/W3041516416","https://openalex.org/W3080138347","https://openalex.org/W3101015102","https://openalex.org/W3104833050","https://openalex.org/W3198043032","https://openalex.org/W3199018466","https://openalex.org/W3202182589","https://openalex.org/W3209318543","https://openalex.org/W3211279592","https://openalex.org/W4231955481","https://openalex.org/W4300019355"],"related_works":["https://openalex.org/W2733029865","https://openalex.org/W1991837421","https://openalex.org/W2955098766","https://openalex.org/W2269136550","https://openalex.org/W3041947657","https://openalex.org/W2114948960","https://openalex.org/W2464857583","https://openalex.org/W993436984","https://openalex.org/W2945592045","https://openalex.org/W141070698"],"abstract_inverted_index":{"OpenStreetMap":[0],"(OSM),":[1],"a":[2,8,25,67,79,85,105,120],"collaborative,":[3],"crowdsourced":[4],"Web":[5,20],"map,":[6],"is":[7,24,37],"unique":[9],"source":[10],"of":[11,45,51,59,107,122,152],"openly":[12],"available":[13],"worldwide":[14],"map":[15],"data,":[16],"increasingly":[17],"adopted":[18],"in":[19,74],"applications.":[21],"Vandalism":[22],"detection":[23,73],"critical":[26],"task":[27,36],"to":[28,41,89],"support":[29],"trust":[30],"and":[31,56,114,135],"maintain":[32],"OSM":[33,95,128],"transparency.":[34],"This":[35,62],"remarkably":[38],"challenging":[39],"due":[40],"the":[42,46,48,57,127,132,150],"large":[43],"scale":[44],"dataset,":[47],"sheer":[49],"number":[50],"contributors,":[52],"various":[53],"vandalism":[54,72,93,101,124,147],"forms,":[55],"lack":[58],"annotated":[60],"data.":[61,141],"paper":[63],"presents":[64],"Ovid":[65,76],"-":[66],"novel":[68,80],"attention-based":[69],"method":[70],"for":[71,131],"OSM.":[75],"relies":[77],"on":[78,145],"neural":[81],"architecture":[82],"that":[83,110],"adopts":[84],"multi-head":[86],"attention":[87],"mechanism":[88],"summarize":[90],"information":[91],"indicating":[92],"from":[94,126],"changesets":[96],"effectively.":[97],"To":[98],"facilitate":[99],"automated":[100],"detection,":[102],"we":[103,118],"introduce":[104],"set":[106],"original":[108],"features":[109],"capture":[111],"changeset,":[112],"user,":[113],"edit":[115,129],"information.":[116],"Furthermore,":[117],"extract":[119],"dataset":[121,138],"real-world":[123,146],"incidents":[125],"history":[130],"first":[133],"time":[134],"provide":[136],"this":[137],"as":[139],"open":[140],"Our":[142],"evaluation":[143],"conducted":[144],"data":[148],"demonstrates":[149],"effectiveness":[151],"Ovid.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
