{"id":"https://openalex.org/W4404644634","doi":"https://doi.org/10.1145/3678717.3691305","title":"Routing As a Relevance System","display_name":"Routing As a Relevance System","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4404644634","doi":"https://doi.org/10.1145/3678717.3691305"},"language":"en","primary_location":{"id":"doi:10.1145/3678717.3691305","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678717.3691305","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3678717.3691305","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065508800","display_name":"Dragomir Yankov","orcid":"https://orcid.org/0009-0006-4509-3222"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dragomir Yankov","raw_affiliation_strings":["Microsoft, Mountain View, California, USA"],"raw_orcid":"https://orcid.org/0009-0006-4509-3222","affiliations":[{"raw_affiliation_string":"Microsoft, Mountain View, California, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004407743","display_name":"Antonios Karatzoglou","orcid":"https://orcid.org/0000-0002-7939-1408"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Antonios Karatzoglou","raw_affiliation_strings":["Microsoft, Mountain View, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-7939-1408","affiliations":[{"raw_affiliation_string":"Microsoft, Mountain View, California, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010058688","display_name":"Chiqun Zhang","orcid":"https://orcid.org/0000-0003-4332-6126"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chiqun Zhang","raw_affiliation_strings":["Microsoft, Mountain View, California, USA"],"raw_orcid":"https://orcid.org/0000-0003-4332-6126","affiliations":[{"raw_affiliation_string":"Microsoft, Mountain View, California, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101462076","display_name":"Michael R. Evans","orcid":"https://orcid.org/0000-0003-0893-3975"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mike Evans","raw_affiliation_strings":["Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0000-0003-0893-3975","affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088713855","display_name":"Oussama Dhifallah","orcid":"https://orcid.org/0000-0002-8961-3553"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oussama Dhifallah","raw_affiliation_strings":["Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0000-0002-8961-3553","affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093559169","display_name":"Florin Sabau","orcid":"https://orcid.org/0009-0006-7926-4413"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florin Sabau","raw_affiliation_strings":["Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0009-0006-7926-4413","affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114759856","display_name":"Maryam Mousaarab Najafabadi","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maryam Mousaarab Najafabadi","raw_affiliation_strings":["Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0009-0002-0892-8164","affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025725442","display_name":"Goran Predovi\u0107","orcid":"https://orcid.org/0009-0006-3068-2454"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Goran Predovic","raw_affiliation_strings":["Microsoft, Redmond, Washington, USA"],"raw_orcid":"https://orcid.org/0009-0006-3068-2454","affiliations":[{"raw_affiliation_string":"Microsoft, Redmond, Washington, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6114,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67693041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"613","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7282952666282654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517248749732971},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5372486114501953},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22170528769493103},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06860199570655823}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7282952666282654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517248749732971},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5372486114501953},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22170528769493103},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06860199570655823},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3678717.3691305","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678717.3691305","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3678717.3691305","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678717.3691305","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1785837166","https://openalex.org/W2006307108","https://openalex.org/W2077451659","https://openalex.org/W2140836772","https://openalex.org/W2143083884","https://openalex.org/W2900766759","https://openalex.org/W2944356133","https://openalex.org/W3197981281","https://openalex.org/W4200239770","https://openalex.org/W4308102352","https://openalex.org/W4309652662","https://openalex.org/W4313054664","https://openalex.org/W4390100359"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Searching":[0],"for":[1,174],"directions":[2],"is":[3,128,150,168],"one":[4,156],"of":[5,10,33,43,136,144,154,170,203,233],"the":[6,34,75,80,89,94,98,190,208,231],"most":[7],"used":[8],"features":[9],"map":[11,104],"applications.":[12],"This":[13],"paper":[14],"shares":[15],"our":[16],"vision":[17],"on":[18],"how":[19],"Direction":[20],"Services":[21],"will":[22],"change,":[23],"with":[24,177],"LLM-based":[25],"chat":[26],"assistants":[27],"rapidly":[28],"becoming":[29],"an":[30,41,161],"integral":[31],"part":[32],"underlying":[35],"path":[36],"search":[37,105],"mechanism.":[38],"We":[39,65],"anticipate":[40],"influx":[42],"more":[44],"complex,":[45],"conversational":[46],"route":[47,87,175,204,218],"planning":[48],"sessions,":[49],"where":[50],"users":[51],"colloquially":[52],"describe":[53],"route-related":[54],"preferences":[55,179,241],"as":[56,116,185,200,213,245],"if":[57],"they":[58],"were":[59],"talking":[60],"to":[61,70,121,140,195],"their":[62],"personal":[63],"chauffeur.":[64],"envision":[66],"future":[67],"systems":[68],"able":[69],"support":[71],"asks":[72],"like":[73],"\"avoid":[74],"East":[76],"River":[77],"tunnel\",":[78],"\"take":[79],"bridge\",":[81],"or":[82],"\"find":[83],"me":[84,118],"a":[85,151,201,214,223],"scenic":[86],"around":[88],"lake,":[90],"oh":[91],"and":[92,134,180,189,211,242],"by":[93,222,229],"way,":[95],"I'm":[96],"driving":[97],"EV":[99],"today\".":[100],"At":[101],"present,":[102],"popular":[103],"engines":[106],"fail":[107],"in":[108,138,193],"even":[109],"simple,":[110],"yet":[111],"very":[112],"natural":[113],"preferences,":[114],"such":[115],"'take":[117],"from":[119,238],"A":[120],"B":[122],"via":[123],"road":[124],"C'.":[125],"The":[126,146,166],"reason":[127],"mainly":[129],"twofold,":[130],"inadequate":[131],"query":[132,172],"understanding":[133,173],"lack":[135],"mechanisms":[137],"routing":[139,191],"satisfy":[141],"this":[142],"type":[143],"preferences.":[145],"here":[147],"proposed":[148],"solution":[149],"novel":[152],"treatment":[153],"routing,":[155],"which":[157],"casts":[158],"it":[159],"into":[160],"end-to-end":[162],"2-layer":[163],"relevance":[164],"framework.":[165],"framework":[167],"capable":[169],"performing":[171,196],"queries":[176],"complex":[178],"intents.":[181],"It":[182],"treats":[183],"routes":[184],"richly":[186],"annotated":[187],"documents":[188,205],"engine,":[192],"addition":[194],"optimization,":[197],"acts":[198],"(1)":[199],"retriever":[202],"that":[206,216],"match":[207],"user":[209],"intent":[210],"(2)":[212],"ranker":[215],"ranks":[217],"candidates":[219],"not":[220],"just":[221],"simple":[224],"time-distance":[225],"cost":[226],"model,":[227],"but":[228],"inferring":[230],"importance":[232],"many":[234],"variables,":[235],"some":[236],"derived":[237],"explicitly":[239],"stated":[240],"others":[243],"identified":[244],"relevant":[246],"through":[247],"data-driven":[248],"methodology.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
