{"id":"https://openalex.org/W1501551450","doi":"https://doi.org/10.1109/icde.2015.7113369","title":"Predictive tree: An efficient index for predictive queries on road networks","display_name":"Predictive tree: An efficient index for predictive queries on road networks","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1501551450","doi":"https://doi.org/10.1109/icde.2015.7113369","mag":"1501551450"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2015.7113369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://www-users.cs.umn.edu/%7Emokbel/papers/icde15c.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058249834","display_name":"Abdeltawab Hendawi","orcid":"https://orcid.org/0000-0003-3385-3379"},"institutions":[{"id":"https://openalex.org/I4210150356","display_name":"University of Washington Tacoma","ror":"https://ror.org/05n8t2628","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210150356"]},{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdeltawab M. Hendawi","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","Institute of Technology, University of Washington, Tacoma, WA, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Technology, University of Washington, Tacoma, WA, USA","institution_ids":["https://openalex.org/I4210150356"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060363706","display_name":"Jie Bao","orcid":"https://orcid.org/0000-0002-5642-1993"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Bao","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007454642","display_name":"Mohamed F. Mokbel","orcid":"https://orcid.org/0000-0002-6686-1757"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed F. Mokbel","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108099565","display_name":"Mohamed Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150356","display_name":"University of Washington Tacoma","ror":"https://ror.org/05n8t2628","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701","https://openalex.org/I4210150356"]},{"id":"https://openalex.org/I4210105678","display_name":"Microsoft (Finland)","ror":"https://ror.org/01nehjf29","country_code":"FI","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210105678"]}],"countries":["FI","US"],"is_corresponding":false,"raw_author_name":"Mohamed Ali","raw_affiliation_strings":["Institute of Technology, University of Washington, Tacoma, WA, USA","Microsoft Corporation"],"affiliations":[{"raw_affiliation_string":"Institute of Technology, University of Washington, Tacoma, WA, USA","institution_ids":["https://openalex.org/I4210150356"]},{"raw_affiliation_string":"Microsoft Corporation","institution_ids":["https://openalex.org/I4210105678"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.349,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":35,"citation_normalized_percentile":{"value":0.873119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1215","last_page":"1226"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":1.0,"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":1.0,"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":0.9878,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9875,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/tree","display_name":"Tree (set theory)","score":0.6376808},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model Predictive Control","score":0.51109225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181599},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6376808},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6289751},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5750712},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.54998857},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.522062},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.51109225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34754664},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1758621},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.10492015},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2015.7113369","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.696.166","pdf_url":"http://www-users.cs.umn.edu/%7Emokbel/papers/icde15c.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.696.166","pdf_url":"http://www-users.cs.umn.edu/%7Emokbel/papers/icde15c.pdf","source":{"id":"https://openalex.org/S4306400349","display_name":"CiteSeer X (The Pennsylvania State University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I130769515","host_organization_name":"Pennsylvania State University","host_organization_lineage":["https://openalex.org/I130769515"],"host_organization_lineage_names":["Pennsylvania State University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.65,"id":"https://metadata.un.org/sdg/9"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":28,"referenced_works":["https://openalex.org/W1549381625","https://openalex.org/W1780543796","https://openalex.org/W1969039396","https://openalex.org/W1976722103","https://openalex.org/W1999113424","https://openalex.org/W2019776461","https://openalex.org/W2024625549","https://openalex.org/W2072310234","https://openalex.org/W2089567225","https://openalex.org/W2114608211","https://openalex.org/W2116135393","https://openalex.org/W2117726322","https://openalex.org/W2117742206","https://openalex.org/W2118269922","https://openalex.org/W2129558680","https://openalex.org/W2133675752","https://openalex.org/W2134161546","https://openalex.org/W2134316083","https://openalex.org/W2138835817","https://openalex.org/W2142338429","https://openalex.org/W2142908528","https://openalex.org/W2156192173","https://openalex.org/W2159619071","https://openalex.org/W2161012437","https://openalex.org/W2166996142","https://openalex.org/W2169336598","https://openalex.org/W4285719527","https://openalex.org/W93792061"],"related_works":["https://openalex.org/W81137451","https://openalex.org/W4285595274","https://openalex.org/W4248731570","https://openalex.org/W3202234113","https://openalex.org/W2384015130","https://openalex.org/W2381210024","https://openalex.org/W2146787633","https://openalex.org/W2101188133","https://openalex.org/W2060165215","https://openalex.org/W1990079087"],"abstract_inverted_index":{"Predictive":[0,47],"queries":[1,53,75,138],"on":[2,13,57,102,149,230,239,277],"moving":[3,55,177,196,307],"objects":[4,56,308],"offer":[5],"an":[6,109],"important":[7],"category":[8],"of":[9,22,27,73,89,117,126,136,142,152,175,213,226,251,306],"location-aware":[10],"services":[11],"based":[12,276],"the":[14,70,86,90,98,103,114,118,124,134,140,143,150,153,160,163,168,172,186,192,211,214,219,224,227,234,240,249,252,262,268,286,294],"objects'":[15,144],"expected":[16,120],"future":[17,92,121],"locations.":[18],"A":[19],"wide":[20],"range":[21],"applications":[23],"utilize":[24],"this":[25],"type":[26],"services,":[28],"e.g.,":[29],"traffic":[30],"management":[31],"systems,":[32],"location-based":[33],"advertising,":[34],"and":[35,81,95,106,157,203,223,236,267,281,298,309],"ride":[36],"sharing":[37],"systems.":[38],"This":[39],"paper":[40],"proposes":[41],"a":[42,65,176,180,303],"novel":[43],"index":[44,132],"structure,":[45],"named":[46],"tree":[48,170,190,245,288],"(P-tree),":[49],"for":[50,68,233],"processing":[51,259],"predictive":[52,61,74,77,137,169,189,215,244,287,311],"against":[54],"road":[58,104,154],"networks.":[59],"The":[60,130,188,243],"tree:":[62],"(1)":[63],"provides":[64,108],"generic":[66],"infrastructure":[67],"answering":[69],"common":[71],"types":[72],"including":[76],"point,":[78],"range,":[79],"KNN,":[80],"aggregate":[82],"queries,":[83],"(2)":[84],"updates":[85],"probabilistic":[87],"prediction":[88,221],"object's":[91,119],"locations":[93],"dynamically":[94],"incrementally":[96],"as":[97],"object":[99,161,178,197],"moves":[100],"around":[101,194],"network,":[105],"(3)":[107],"extensible":[110],"mechanism":[111],"to":[112,166,200,293,301],"customize":[113],"probability":[115],"assignments":[116],"locations,":[122],"with":[123],"help":[125],"user":[127],"defined":[128],"functions.":[129],"proposed":[131],"enables":[133],"evaluation":[135],"in":[139,185,198,248,255],"absence":[141],"historical":[145],"trajectories.":[146],"Based":[147],"solely":[148],"connectivity":[151],"network":[155],"graph":[156],"assuming":[158],"that":[159,285],"follows":[162],"shortest":[164],"route":[165],"destination,":[167],"determines":[171],"reachable":[173],"nodes":[174],"within":[179],"specified":[181],"time":[182,222],"window":[183],"T":[184],"future.":[187],"prunes":[191],"space":[193],"each":[195],"order":[199],"reduce":[201],"computation,":[202],"increase":[204],"system":[205,254],"efficiency.":[206],"Tunable":[207],"threshold":[208],"parameters":[209],"control":[210],"behavior":[212],"trees":[216],"by":[217],"trading":[218],"maximum":[220],"details":[225],"reported":[228],"results":[229,275],"one":[231],"side":[232],"computation":[235],"memory":[237],"overheads":[238],"other":[241],"side.":[242],"is":[246],"integrated":[247],"context":[250],"iRoad":[253],"two":[256],"different":[257],"query":[258,264,270,312],"modes,":[260],"namely,":[261],"precomputed":[263],"result":[265,271],"mode,":[266],"on-demand":[269],"mode.":[272],"Extensive":[273],"experimental":[274],"large":[278,304],"scale":[279],"real":[280],"synthetic":[282],"datasets":[283],"confirm":[284],"achieves":[289],"better":[290],"accuracy":[291],"compared":[292],"existing":[295],"related":[296],"work,":[297],"scales":[299],"up":[300],"support":[302],"number":[305],"heavy":[310],"workloads.":[313]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1501551450","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":3}],"updated_date":"2025-01-18T00:50:36.760991","created_date":"2016-06-24"}