{"id":"https://openalex.org/W4401691947","doi":"https://doi.org/10.1109/tkde.2024.3441309","title":"A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects","display_name":"A Survey on Service Route and Time Prediction in Instant Delivery: Taxonomy, Progress, and Prospects","publication_year":2024,"publication_date":"2024-08-19","ids":{"openalex":"https://openalex.org/W4401691947","doi":"https://doi.org/10.1109/tkde.2024.3441309"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3441309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3441309","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","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/A5018234604","display_name":"Haomin Wen","orcid":"https://orcid.org/0000-0001-6130-126X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haomin Wen","raw_affiliation_strings":["Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6130-126X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102790320","display_name":"Youfang Lin","orcid":"https://orcid.org/0000-0002-1611-4323"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youfang Lin","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1611-4323","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102523016","display_name":"Lixia Wu","orcid":"https://orcid.org/0009-0005-2474-675X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lixia Wu","raw_affiliation_strings":["Cainiao Network, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cainiao Network, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079133483","display_name":"Xiaowei Mao","orcid":"https://orcid.org/0009-0008-1748-7376"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Mao","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-1748-7376","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101768816","display_name":"Tianyue Cai","orcid":"https://orcid.org/0000-0002-4008-4718"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyue Cai","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100933817","display_name":"Yunfeng Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Hou","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063048657","display_name":"Shengnan Guo","orcid":"https://orcid.org/0000-0002-3008-4511"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengnan Guo","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3008-4511","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018828723","display_name":"Yuxuan Liang","orcid":"https://orcid.org/0000-0003-2817-7337"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuxuan Liang","raw_affiliation_strings":["INTR Thrust and DSA Thrust, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-2817-7337","affiliations":[{"raw_affiliation_string":"INTR Thrust and DSA Thrust, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018357954","display_name":"Guangyin Jin","orcid":"https://orcid.org/0000-0002-9837-6836"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyin Jin","raw_affiliation_strings":["College of Systems Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-9837-6836","affiliations":[{"raw_affiliation_string":"College of Systems Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101183112","display_name":"Yiji Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiji Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058575315","display_name":"Roger Zimmermann","orcid":"https://orcid.org/0000-0002-7410-2590"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Roger Zimmermann","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7410-2590","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010419481","display_name":"Jieping Ye","orcid":"https://orcid.org/0000-0001-8662-5818"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jieping Ye","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8662-5818","affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065949777","display_name":"Huaiyu Wan","orcid":"https://orcid.org/0000-0002-0501-9363"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaiyu Wan","raw_affiliation_strings":["Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0501-9363","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Traffic Data Analysis and Mining, School of Computer and Information Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9166,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84375734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"36","issue":"12","first_page":"7516","last_page":"7535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.7770000100135803,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.7770000100135803,"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/instant","display_name":"Instant","score":0.8446705937385559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7914641499519348},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5499569177627563},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4185337424278259}],"concepts":[{"id":"https://openalex.org/C2779432360","wikidata":"https://www.wikidata.org/wiki/Q16963779","display_name":"Instant","level":2,"score":0.8446705937385559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7914641499519348},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5499569177627563},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4185337424278259},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2024.3441309","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3441309","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-145358","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-145358","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8840441106","display_name":null,"funder_award_id":"62272033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":125,"referenced_works":["https://openalex.org/W70430192","https://openalex.org/W166422795","https://openalex.org/W1515851193","https://openalex.org/W1536680647","https://openalex.org/W1601649239","https://openalex.org/W1686810756","https://openalex.org/W1959608418","https://openalex.org/W2004834787","https://openalex.org/W2005708641","https://openalex.org/W2050752223","https://openalex.org/W2055942436","https://openalex.org/W2064675550","https://openalex.org/W2112094258","https://openalex.org/W2121615981","https://openalex.org/W2168791259","https://openalex.org/W2194775991","https://openalex.org/W2335471126","https://openalex.org/W2475334473","https://openalex.org/W2604662567","https://openalex.org/W2607883279","https://openalex.org/W2612301670","https://openalex.org/W2724788008","https://openalex.org/W2726528796","https://openalex.org/W2743586218","https://openalex.org/W2752782242","https://openalex.org/W2755229219","https://openalex.org/W2788997482","https://openalex.org/W2802384791","https://openalex.org/W2809128166","https://openalex.org/W2809623940","https://openalex.org/W2896827527","https://openalex.org/W2904628589","https://openalex.org/W2910526268","https://openalex.org/W2910952060","https://openalex.org/W2919448963","https://openalex.org/W2921295433","https://openalex.org/W2921394995","https://openalex.org/W2940087734","https://openalex.org/W2962917186","https://openalex.org/W2968831808","https://openalex.org/W2971510799","https://openalex.org/W2975802312","https://openalex.org/W2976882027","https://openalex.org/W2980994438","https://openalex.org/W2984323660","https://openalex.org/W2987288550","https://openalex.org/W2998481030","https://openalex.org/W2999803985","https://openalex.org/W3000500483","https://openalex.org/W3003826418","https://openalex.org/W3004543888","https://openalex.org/W3007745354","https://openalex.org/W3026400623","https://openalex.org/W3029687524","https://openalex.org/W3034457099","https://openalex.org/W3038089944","https://openalex.org/W3045981910","https://openalex.org/W3049367857","https://openalex.org/W3080227975","https://openalex.org/W3090369187","https://openalex.org/W3097300053","https://openalex.org/W3099352074","https://openalex.org/W3120491054","https://openalex.org/W3127561923","https://openalex.org/W3152893301","https://openalex.org/W3157241031","https://openalex.org/W3168794627","https://openalex.org/W3169509819","https://openalex.org/W3173804620","https://openalex.org/W3174924523","https://openalex.org/W3184765452","https://openalex.org/W3193501747","https://openalex.org/W3199687945","https://openalex.org/W3203460037","https://openalex.org/W3204153209","https://openalex.org/W4206035315","https://openalex.org/W4206487433","https://openalex.org/W4210334834","https://openalex.org/W4210900105","https://openalex.org/W4223983240","https://openalex.org/W4239181501","https://openalex.org/W4241724078","https://openalex.org/W4285151988","https://openalex.org/W4285157836","https://openalex.org/W4288374057","https://openalex.org/W4290927838","https://openalex.org/W4290943511","https://openalex.org/W4295781069","https://openalex.org/W4301011984","https://openalex.org/W4319167014","https://openalex.org/W4319594638","https://openalex.org/W4365795965","https://openalex.org/W4381567846","https://openalex.org/W4385245566","https://openalex.org/W4385270063","https://openalex.org/W4385283659","https://openalex.org/W4385283878","https://openalex.org/W4385567562","https://openalex.org/W4385568084","https://openalex.org/W4385568314","https://openalex.org/W4385568336","https://openalex.org/W4386038421","https://openalex.org/W4388620469","https://openalex.org/W6633257118","https://openalex.org/W6637373629","https://openalex.org/W6640963894","https://openalex.org/W6678317597","https://openalex.org/W6685562342","https://openalex.org/W6720006811","https://openalex.org/W6725207838","https://openalex.org/W6726873649","https://openalex.org/W6738279954","https://openalex.org/W6740203323","https://openalex.org/W6745609711","https://openalex.org/W6748529151","https://openalex.org/W6748856961","https://openalex.org/W6755410302","https://openalex.org/W6756925679","https://openalex.org/W6758687306","https://openalex.org/W6761505417","https://openalex.org/W6769975600","https://openalex.org/W6785535465","https://openalex.org/W6785625837","https://openalex.org/W6788328477","https://openalex.org/W6853733088"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2356370096","https://openalex.org/W2794694000","https://openalex.org/W2094154142","https://openalex.org/W2350999733","https://openalex.org/W2392387319","https://openalex.org/W2359725054","https://openalex.org/W4287262429","https://openalex.org/W4287262247"],"abstract_inverted_index":{"Instant":[0],"delivery":[1,6],"services,":[2],"such":[3],"as":[4,43,45],"food":[5],"and":[7,71,117,127,169,179,182,190,203,213],"package":[8],"delivery,":[9],"have":[10],"achieved":[11],"explosive":[12],"growth":[13],"in":[14,60,95,114,216],"recent":[15,112],"years":[16],"by":[17,122],"providing":[18],"customers":[19],"with":[20],"daily-life":[21],"convenience.":[22],"An":[23],"emerging":[24],"research":[25,202],"area":[26],"within":[27],"these":[28,76,153],"services":[29],"is":[30,87],"service":[31,41,62,115],"Route&Time":[32],"Prediction":[33],"(RTP),":[34],"which":[35,176],"aims":[36],"to":[37,67,84,92],"estimate":[38],"the":[39,46,56,105,124,131,141,198,210,222],"future":[40],"route":[42,116],"well":[44],"arrival":[47],"time":[48,118],"of":[49,55,81,149,161,200,224],"a":[50,79,146],"given":[51],"worker.":[52],"As":[53],"one":[54],"most":[57],"crucial":[58],"tasks":[59],"those":[61],"platforms,":[63],"RTP":[64,125,143],"stands":[65],"central":[66],"enhancing":[68],"user":[69],"satisfaction":[70],"trimming":[72],"operational":[73],"expenditures":[74],"on":[75,156],"platforms.":[77],"Despite":[78],"plethora":[80],"algorithms":[82],"developed":[83],"date,":[85],"there":[86],"no":[88],"systematic,":[89],"comprehensive":[90,107],"survey":[91,108],"guide":[93],"researchers":[94],"this":[96,100,217,225],"domain.":[97],"To":[98],"fill":[99],"gap,":[101],"our":[102],"work":[103],"presents":[104],"first":[106],"that":[109,133,209],"methodically":[110],"categorizes":[111],"advances":[113],"prediction.":[119],"We":[120,151,207],"start":[121],"defining":[123],"challenge":[126],"then":[128],"delve":[129],"into":[130,164],"metrics":[132],"are":[134],"often":[135],"employed.":[136],"Following":[137],"that,":[138],"we":[139,196],"scrutinize":[140],"existing":[142],"methodologies,":[144],"presenting":[145],"novel":[147],"taxonomy":[148],"them.":[150],"categorize":[152],"methods":[154],"based":[155],"three":[157],"criteria:":[158],"(i)":[159],"type":[160],"task,":[162],"subdivided":[163],"only-route":[165],"prediction,":[166,168],"only-time":[167],"joint":[170],"route&time":[171],"prediction;":[172],"(ii)":[173],"model":[174],"architecture,":[175],"encompasses":[177],"sequence-based":[178],"graph-based":[180],"models;":[181],"(iii)":[183],"learning":[184],"paradigm,":[185],"including":[186],"Supervised":[187],"Learning":[188,193],"(SL)":[189],"Deep":[191],"Reinforcement":[192],"(DRL).":[194],"Conclusively,":[195],"highlight":[197],"limitations":[199],"current":[201],"suggest":[204],"prospective":[205],"avenues.":[206],"believe":[208],"taxonomy,":[211],"progress,":[212],"prospects":[214],"introduced":[215],"paper":[218],"can":[219],"significantly":[220],"promote":[221],"development":[223],"field.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
