{"id":"https://openalex.org/W2784046873","doi":"https://doi.org/10.1109/iske.2017.8258747","title":"Attention-based recurrent neural network for location recommendation","display_name":"Attention-based recurrent neural network for location recommendation","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2784046873","doi":"https://doi.org/10.1109/iske.2017.8258747","mag":"2784046873"},"language":"en","primary_location":{"id":"doi:10.1109/iske.2017.8258747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2017.8258747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","raw_type":"proceedings-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/A5057056828","display_name":"Bin Xia","orcid":"https://orcid.org/0000-0001-9519-6517"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Xia","raw_affiliation_strings":["School of Computer Science and Engineer, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineer, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101793983","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-7628-0358"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["School of Computer Science and Engineer, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineer, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090335612","display_name":"Qianmu Li","orcid":"https://orcid.org/0000-0002-0998-1517"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianmu Li","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100455259","display_name":"Tao Li","orcid":"https://orcid.org/0000-0001-9277-1539"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Li","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057056828"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":8.6063,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97750382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.805546760559082},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6883107423782349},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5656197667121887},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.5462363362312317},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5442474484443665},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.5286785960197449},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5263934135437012},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.49659520387649536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4764309823513031},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4142456650733948},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41122931241989136},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3943961560726166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3749990165233612},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22860810160636902},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.22477301955223083},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11523115634918213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.805546760559082},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6883107423782349},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5656197667121887},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.5462363362312317},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5442474484443665},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.5286785960197449},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5263934135437012},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.49659520387649536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4764309823513031},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4142456650733948},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41122931241989136},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3943961560726166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3749990165233612},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22860810160636902},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.22477301955223083},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11523115634918213},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske.2017.8258747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske.2017.8258747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1536322562","https://openalex.org/W1689711448","https://openalex.org/W1793121960","https://openalex.org/W2021504710","https://openalex.org/W2052626679","https://openalex.org/W2069380856","https://openalex.org/W2110096996","https://openalex.org/W2133564696","https://openalex.org/W2140310134","https://openalex.org/W2189936406","https://openalex.org/W2197775601","https://openalex.org/W2405496393","https://openalex.org/W2515671155","https://openalex.org/W2563204742","https://openalex.org/W2585017256","https://openalex.org/W2606216715","https://openalex.org/W2622373152","https://openalex.org/W2951008357","https://openalex.org/W2964308564","https://openalex.org/W6637409405","https://openalex.org/W6638318767","https://openalex.org/W6680830989","https://openalex.org/W6687290802","https://openalex.org/W6738406589"],"related_works":["https://openalex.org/W2968745142","https://openalex.org/W3023137098","https://openalex.org/W3011635341","https://openalex.org/W4281386417","https://openalex.org/W2094937186","https://openalex.org/W4327831767","https://openalex.org/W3015217399","https://openalex.org/W2998877541","https://openalex.org/W4385952276","https://openalex.org/W2998167534"],"abstract_inverted_index":{"Due":[0],"to":[1,31,126,151,162,202,238],"the":[2,10,26,88,133,138,147,174,190,193,197],"rapid":[3],"development":[4],"of":[5,12,21,90,137,146,169,179,192,210,219],"Location-Based":[6],"Social":[7],"Networks":[8],"(LBSNs),":[9],"Point":[11],"Interest":[13],"(POI)":[14],"recom\u00admendation":[15],"has":[16],"been":[17],"attracted":[18],"a":[19,158,204,208,231],"lot":[20],"research":[22],"attention.":[23],"Based":[24],"on":[25,62,111,132,184,213],"LBSNs,":[27],"users":[28],"are":[29],"able":[30,201],"share":[32],"their":[33],"relevant":[34],"visiting":[35,205,216],"experience":[36],"via":[37],"check-in":[38,42,135,149],"records.":[39],"The":[40,70,166],"sequential":[41,134,148],"data":[43,136,150],"not":[44],"only":[45,75],"explicitly":[46],"show":[47],"users'":[48,153,214],"moving":[49],"trajectories,":[50],"but":[51,86],"also":[52],"implicitly":[53,188],"describe":[54],"personal":[55],"preferences":[56],"and":[57,67,83,107,156,235],"corresponding":[58,194],"life":[59,91,154,185],"patterns":[60,92,186,217],"based":[61,110,131,183,212],"different":[63,96],"contexts":[64,78],"(e.g.,":[65,79],"time":[66,97],"geographical":[68],"locations).":[69],"traditional":[71],"POI":[72],"recommender":[73,102],"systems":[74,103],"consider":[76],"common":[77],"visit":[80],"frequency,":[81],"distance,":[82],"social":[84],"relationship),":[85],"ignore":[87],"significance":[89],"for":[93],"individuals":[94],"during":[95],"periods.":[98],"In":[99,115],"addition,":[100],"current":[101],"hardly":[104],"provide":[105,127,163],"interpretable":[106],"explainable":[108,129,181],"recommendations":[109,182],"these":[112],"limited":[113],"contexts.":[114],"this":[116,170],"paper,":[117],"we":[118,225],"propose":[119],"an":[120,128],"Attention-based":[121],"Recurrent":[122],"Neural":[123],"Network":[124],"(ARNN)":[125],"recommendation":[130],"correspond\u00ading":[139],"user.":[140],"Our":[141],"proposed":[142,175,198,228],"approach":[143,199,229],"makes":[144],"use":[145],"capture":[152],"pattern":[155],"utilizes":[157],"deep":[159],"neural":[160],"network":[161],"transparent":[164],"recommendations.":[165],"major":[167],"contribution":[168],"paper":[171],"are:":[172],"(1)":[173],"model":[176],"is":[177,200],"capable":[178],"providing":[180],"which":[187],"describes":[189],"preference":[191],"user;":[195],"(2)":[196],"design":[203],"plan":[206],"(i.e.,":[207],"series":[209],"recommendations)":[211],"past":[215],"instead":[218],"simply":[220],"showing":[221],"top-N":[222],"recommendations;":[223],"(3)":[224],"evaluate":[226],"our":[227],"against":[230],"real":[232],"world":[233],"dataset":[234],"compare":[236],"it":[237],"other":[239],"start-of-the-art":[240],"approaches.":[241]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":11}],"updated_date":"2026-05-14T06:09:40.864956","created_date":"2025-10-10T00:00:00"}