{"id":"https://openalex.org/W4412747928","doi":"https://doi.org/10.1109/access.2025.3593978","title":"Dual Branch Graph Representation Learning-Based Approach for Next Point-of-Interest Recommendation","display_name":"Dual Branch Graph Representation Learning-Based Approach for Next Point-of-Interest Recommendation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412747928","doi":"https://doi.org/10.1109/access.2025.3593978"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593978","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3593978","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Guoning Lv","orcid":"https://orcid.org/0009-0000-8222-7409"},"institutions":[{"id":"https://openalex.org/I4210086551","display_name":"Academic Degrees & Graduate Education","ror":"https://ror.org/002e3sm06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210086551","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoning Lv","raw_affiliation_strings":["School of Information Science and Technology, Zhengzhou Normal University, Zhengzhou, China","School of Information Science and Technology, China"],"raw_orcid":"https://orcid.org/0009-0000-8222-7409","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]},{"raw_affiliation_string":"School of Information Science and Technology, China","institution_ids":["https://openalex.org/I4210086551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102858320","display_name":"Min Gao","orcid":"https://orcid.org/0000-0002-4238-6277"},"institutions":[{"id":"https://openalex.org/I4210092058","display_name":"Zhengzhou Normal University","ror":"https://ror.org/00cbts945","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092058"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Gao","raw_affiliation_strings":["School of Information Science and Technology, Zhengzhou Normal University, Zhengzhou, China","Zhengzhou Normal University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]},{"raw_affiliation_string":"Zhengzhou Normal University, Zhengzhou, China","institution_ids":["https://openalex.org/I4210092058"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.0267,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88433236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"134966","last_page":"134975"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.972100019454956,"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":0.972100019454956,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9664999842643738,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9325000047683716,"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":0.7310499548912048},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5444723963737488},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5037583708763123},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4659282863140106},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45787733793258667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4197034537792206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7310499548912048},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5444723963737488},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5037583708763123},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4659282863140106},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45787733793258667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4197034537792206},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593978","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d81267c7451e4054b5f9a63dd4c350a2","is_oa":true,"landing_page_url":"https://doaj.org/article/d81267c7451e4054b5f9a63dd4c350a2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 134966-134975 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3593978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3593978","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2983662436","https://openalex.org/W3007094428","https://openalex.org/W3034414928","https://openalex.org/W3040157551","https://openalex.org/W3091926342","https://openalex.org/W3099615175","https://openalex.org/W3140535812","https://openalex.org/W3191968336","https://openalex.org/W3197907940","https://openalex.org/W3209525383","https://openalex.org/W3215033458","https://openalex.org/W4210513963","https://openalex.org/W4210558159","https://openalex.org/W4213457653","https://openalex.org/W4293012951","https://openalex.org/W4296901934","https://openalex.org/W4300862703","https://openalex.org/W4311780245","https://openalex.org/W4318185071","https://openalex.org/W4323350086","https://openalex.org/W4376277369","https://openalex.org/W4385583963","https://openalex.org/W4386374345","https://openalex.org/W4387521076","https://openalex.org/W4388915548","https://openalex.org/W4390905130","https://openalex.org/W4390933379","https://openalex.org/W4391322761","https://openalex.org/W4396712858","https://openalex.org/W4399168326","https://openalex.org/W4399617935","https://openalex.org/W4399880766","https://openalex.org/W4400386332","https://openalex.org/W4401046861","https://openalex.org/W4401056489","https://openalex.org/W4402260442","https://openalex.org/W4404035184","https://openalex.org/W4408017252","https://openalex.org/W4409687152"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W4236344264","https://openalex.org/W3046201198","https://openalex.org/W4293061921","https://openalex.org/W2795079307","https://openalex.org/W4412585456"],"abstract_inverted_index":{"Next":[0],"Point-of-Interest":[1],"(POI)":[2],"recommendation,":[3,8,163],"a":[4,15,38,64,72,92,108],"sub-task":[5],"of":[6,83,117,141,158],"POI":[7,14,162],"focuses":[9],"on":[10,20,151],"predicting":[11],"the":[12,21,48,80,98,115,120,126,132,139,156],"next":[13,161],"user":[16],"will":[17],"visit,":[18],"relying":[19],"user\u2019s":[22],"sequential":[23],"check-in":[24,130,147],"history.":[25],"In":[26],"this":[27,35,60],"paper,":[28],"we":[29,62],"observe":[30],"that":[31],"existing":[32],"methods":[33],"for":[34,160],"task":[36],"have":[37,154],"fundamental":[39],"limitation:":[40],"they":[41],"find":[42],"it":[43,90],"difficult":[44],"to":[45,75,113,137,165],"comprehensively":[46],"model":[47,74,134],"associations":[49],"between":[50,101],"POIs":[51,102,118,142],"from":[52,79,145],"both":[53],"explicit":[54],"and":[55,103,128,143],"implicit":[56],"perspectives.":[57],"To":[58],"bridge":[59],"gap,":[61],"present":[63],"new":[65],"method":[66],"DBGR.":[67],"Specifically,":[68],"DBGR":[69,159],"first":[70],"introduces":[71],"language":[73],"extract":[76,138],"semantic":[77,93,99,121],"representations":[78,116,140],"text-based":[81],"features":[82],"POIs,":[84],"such":[85],"as":[86],"category":[87],"information.":[88],"Subsequently,":[89],"constructs":[91],"association":[94],"graph":[95,109],"which":[96],"preserves":[97],"relations":[100],"are":[104],"further":[105],"fed":[106],"into":[107],"neural":[110],"network-based":[111],"backbone":[112],"learn":[114],"in":[119],"feature":[122],"space.":[123],"Complementarily,":[124],"based":[125],"global":[127],"local":[129],"patterns,":[131],"Transformer":[133],"is":[135],"deployed":[136],"users":[144],"historical":[146],"records.":[148],"Extensive":[149],"results":[150],"real-world":[152],"datasets":[153],"showcased":[155],"effectiveness":[157],"compared":[164],"mainstream":[166],"approaches.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
