{"id":"https://openalex.org/W7114902409","doi":"https://doi.org/10.1145/3748636.3762742","title":"Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination Choice","display_name":"Urban Knowledge Graph-Enhanced Explainable Recommendation Approach for Destination Choice","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W7114902409","doi":"https://doi.org/10.1145/3748636.3762742"},"language":null,"primary_location":{"id":"doi:10.1145/3748636.3762742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748636.3762742","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748636.3762742","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3748636.3762742","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ziheng Liu","orcid":"https://orcid.org/0009-0001-6476-8882"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ziheng Liu","raw_affiliation_strings":["Department of Advanced Interdisciplinary Studies, The University of Tokyo, Meguro, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0009-0001-6476-8882","affiliations":[{"raw_affiliation_string":"Department of Advanced Interdisciplinary Studies, The University of Tokyo, Meguro, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanbo Pang","orcid":"https://orcid.org/0000-0003-0599-9995"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yanbo Pang","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Meguro, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0599-9995","affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Meguro, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yoshihide Sekimoto","orcid":"https://orcid.org/0000-0003-0305-7056"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshihide Sekimoto","raw_affiliation_strings":["Center for Spatial Information Science, The University of Tokyo, Meguro, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0305-7056","affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science, The University of Tokyo, Meguro, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"332","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.47749999165534973,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.47749999165534973,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.1704999953508377,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.08489999920129776,"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/interpretability","display_name":"Interpretability","score":0.829200029373169},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.7035999894142151},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.5806999802589417},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.49639999866485596},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4383000135421753},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.3463999927043915}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.829200029373169},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.7035999894142151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6491000056266785},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.5806999802589417},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.49639999866485596},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4383000135421753},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4325000047683716},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37630000710487366},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.3043999969959259},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.27790001034736633},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C202033279","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario planning","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3748636.3762742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748636.3762742","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748636.3762742","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3748636.3762742","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3748636.3762742","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3748636.3762742","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8286232948303223}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7114902409.pdf","grobid_xml":"https://content.openalex.org/works/W7114902409.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W2509893387","https://openalex.org/W2801992635","https://openalex.org/W4399498217","https://openalex.org/W4401768057","https://openalex.org/W4406458417"],"related_works":[],"abstract_inverted_index":{"Destination":[0],"choice":[1,57],"modeling":[2,128],"is":[3],"a":[4,50,108],"critical":[5],"task":[6],"in":[7,39],"human":[8,113],"mobility":[9,114],"analysis,":[10],"serving":[11],"as":[12,95],"the":[13,117],"foundation":[14],"for":[15,55],"applications":[16],"from":[17,63],"urban":[18,41,131],"planning":[19],"to":[20,80,122],"personalized":[21],"travel":[22,103],"services.":[23],"Existing":[24],"approaches":[25],"often":[26],"rely":[27],"on":[28,60,77,111],"individual":[29],"trajectories":[30],"or":[31,98],"static":[32],"surveys,":[33],"limiting":[34],"their":[35],"adaptability":[36],"and":[37,72,86,126],"interpretability":[38],"complex":[40],"settings.":[42],"To":[43],"address":[44],"these":[45],"issues,":[46],"we":[47],"propose":[48],"KnowDest,":[49],"knowledge":[51,120],"graph-based":[52],"recommendation":[53],"framework":[54],"destination":[56],"modeling.":[58],"Experiments":[59],"real-world":[61],"data":[62],"Susono,":[64],"Japan":[65],"show":[66],"that":[67,101],"KnowDest":[68],"improves":[69],"Recall@10,":[70],"Precision@10,":[71],"NDCG@10":[73],"by":[74,89],"over":[75],"30%":[76],"average":[78],"compared":[79],"baselines.":[81],"Moreover,":[82],"it":[83],"offers":[84],"structural":[85],"attribute-level":[87],"explanations":[88],"explicitly":[90],"identifying":[91],"influential":[92],"factors":[93],"such":[94],"POI":[96],"distributions":[97],"regional":[99],"properties":[100],"influence":[102],"decisions.":[104],"Our":[105],"approach":[106],"presents":[107],"novel":[109],"perspective":[110],"high-precision":[112],"prediction,":[115],"highlighting":[116],"potential":[118],"of":[119],"graph":[121],"support":[123],"scalable,":[124],"interpretable,":[125],"transferable":[127],"across":[129],"varied":[130],"contexts.":[132]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-12-12T00:00:00"}