{"id":"https://openalex.org/W4411040758","doi":"https://doi.org/10.1080/17538947.2025.2513048","title":"Unveiling optimal SDG pathways: an innovative automated recommendation approach integrating graph pruning, intent graph, and attention mechanism","display_name":"Unveiling optimal SDG pathways: an innovative automated recommendation approach integrating graph pruning, intent graph, and attention mechanism","publication_year":2025,"publication_date":"2025-06-03","ids":{"openalex":"https://openalex.org/W4411040758","doi":"https://doi.org/10.1080/17538947.2025.2513048"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2513048","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2513048","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/17538947.2025.2513048","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100367029","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0001-9875-7500"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","University of Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, People's Republic of China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100529933","display_name":"Zhihang Yu","orcid":null},"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":"Zhihang Yu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications","College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335467","display_name":"Shu Wang","orcid":"https://orcid.org/0000-0002-5355-2015"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shu Wang","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","University of Chinese Academy of Sciences","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, People's Republic of China","University of Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034281922","display_name":"Yunqiang Zhu","orcid":"https://orcid.org/0000-0002-3356-3067"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunqiang Zhu","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","University of Chinese Academy of Sciences","Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, People's Republic of China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","University of Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I4210141657"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113427619","display_name":"Xiaoliang Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoliang Dai","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","University of Chinese Academy of Sciences","University of Chinese Academy of Sciences, Beijing, People's Republic of China","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045807579","display_name":"Zhiqiang Zou","orcid":"https://orcid.org/0000-0003-2828-8491"},"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":"Zhiqiang Zou","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications","College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"College of Computer, Nanjing University of Posts and Telecommunications, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057631007","display_name":"Weiming Huang","orcid":"https://orcid.org/0000-0002-3208-4208"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weiming Huang","raw_affiliation_strings":["University of Leeds","School of Geography, University of Leeds, Leeds, UK"],"affiliations":[{"raw_affiliation_string":"University of Leeds","institution_ids":["https://openalex.org/I130828816"]},{"raw_affiliation_string":"School of Geography, University of Leeds, Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027849780","display_name":"Christophe Claramunt","orcid":"https://orcid.org/0000-0002-5586-1997"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2801296886","display_name":"Institut de Recherche de l\u2019\u00c9cole Navale","ror":"https://ror.org/01v6shv96","country_code":"FR","type":"facility","lineage":["https://openalex.org/I183158303","https://openalex.org/I190752583","https://openalex.org/I190861549","https://openalex.org/I2801296886","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Christophe Claramunt","raw_affiliation_strings":["Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","Naval Academy Research Institute","State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Naval Academy Research Institute","institution_ids":["https://openalex.org/I2801296886"]},{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100335467"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210141657","https://openalex.org/I4210160793","https://openalex.org/I4210165038"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17562859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.986299991607666,"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":0.986299991607666,"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/T14074","display_name":"Persona Design and Applications","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.9648000001907349,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6318658590316772},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6067271828651428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6035220623016357},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4308955669403076},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42308834195137024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42276155948638916},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4115681052207947},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3317790627479553},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.30941280722618103},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17801827192306519},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.14121747016906738},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13358458876609802},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07978704571723938}],"concepts":[{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6318658590316772},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6067271828651428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035220623016357},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4308955669403076},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42308834195137024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42276155948638916},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4115681052207947},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3317790627479553},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30941280722618103},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17801827192306519},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.14121747016906738},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13358458876609802},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07978704571723938},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17538947.2025.2513048","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2513048","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:228386","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.whiterose.ac.uk/id/eprint/228386/1/Unveiling%20optimal%20SDG%20pathways%20%20an%20innovative%20automated%20recommendation%20approach%20integrating%20graph%20pruning%20%20intent%20graph%20%20and%20attention%20mechanism.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"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":"NonPeerReviewed"},{"id":"pmh:oai:doaj.org/article:638f12c8ded64e6bad38ceb87068964b","is_oa":true,"landing_page_url":"https://doaj.org/article/638f12c8ded64e6bad38ceb87068964b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2513048","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2513048","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2488878298","display_name":null,"funder_award_id":"42471503","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6175353098","display_name":null,"funder_award_id":"2022YFB3904201 and 2022YFF0711601","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W618024573","https://openalex.org/W837378864","https://openalex.org/W1888095521","https://openalex.org/W2024095636","https://openalex.org/W2145489626","https://openalex.org/W2576508383","https://openalex.org/W2782259251","https://openalex.org/W2792839191","https://openalex.org/W2896448055","https://openalex.org/W2903764306","https://openalex.org/W2907824474","https://openalex.org/W2911778742","https://openalex.org/W2913560138","https://openalex.org/W2945623882","https://openalex.org/W2963911286","https://openalex.org/W2973671625","https://openalex.org/W3028508500","https://openalex.org/W3081170586","https://openalex.org/W3098087397","https://openalex.org/W3106439716","https://openalex.org/W3129482887","https://openalex.org/W3131967293","https://openalex.org/W3152893301","https://openalex.org/W3155919942","https://openalex.org/W3168386798","https://openalex.org/W3173336967","https://openalex.org/W3176511636","https://openalex.org/W3208204550","https://openalex.org/W3208493710","https://openalex.org/W4213437886","https://openalex.org/W4224315690","https://openalex.org/W4226210383","https://openalex.org/W4281739984","https://openalex.org/W4284966962","https://openalex.org/W4307364542","https://openalex.org/W4313287944","https://openalex.org/W4313334573","https://openalex.org/W4317512894","https://openalex.org/W4379014028","https://openalex.org/W4381085833","https://openalex.org/W4385337298","https://openalex.org/W4387036346","https://openalex.org/W4387341237","https://openalex.org/W4388264750","https://openalex.org/W4390813194","https://openalex.org/W4393100018","https://openalex.org/W4394018664","https://openalex.org/W4399434213","https://openalex.org/W4400387125","https://openalex.org/W4407157168"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2373300491","https://openalex.org/W2390968135","https://openalex.org/W2395294869","https://openalex.org/W2378744544","https://openalex.org/W2532801570","https://openalex.org/W4385627933","https://openalex.org/W2480127678","https://openalex.org/W2806270048","https://openalex.org/W4310605282"],"abstract_inverted_index":{"The":[0],"recommendation":[1,23,101,122],"of":[2,118],"Sustainable":[3,14],"Development":[4,15],"Pathways":[5],"(SDPs)":[6],"is":[7],"crucial":[8],"for":[9,152,169,183],"achieving":[10],"the":[11,47,73,90,160,166],"United":[12],"Nations":[13],"Goals":[16],"(SDGs)":[17],"at":[18,159],"regional":[19,63,81],"level.":[20],"However,":[21],"traditional":[22],"algorithms":[24],"struggle":[25],"with":[26,89,114,148],"two":[27],"key":[28],"challenges:":[29],"spatial":[30,64],"heterogeneity":[31],"and":[32,39,69,92,103,139],"sparse":[33],"historical":[34,87],"interaction":[35],"records":[36],"between":[37],"regions":[38],"SDPs.":[40],"To":[41],"address":[42],"these":[43],"issues,":[44],"we":[45,156],"introduce":[46],"Regional":[48,58],"Graph-Based":[49],"Explainable":[50],"Recommendation":[51],"(RGB-ER)":[52],"method.":[53],"RGB-ER":[54,109,177],"leverages":[55],"a":[56,115,179],"pruned":[57],"Graph":[59,79],"(RG)":[60],"to":[61],"capture":[62],"heterogeneity,":[65],"incorporating":[66],"environmental,":[67],"economic,":[68],"social":[70],"factors":[71],"into":[72],"recommendations.":[74],"In":[75,175],"addition,":[76],"an":[77],"Intent":[78],"models":[80],"preferences":[82],"across":[83,163],"various":[84],"attributes,":[85],"bridging":[86],"interactions":[88],"RG":[91],"mitigating":[93],"data":[94],"sparsity.":[95],"This":[96],"dual":[97],"approach":[98],"significantly":[99],"improves":[100],"accuracy":[102],"interpretability.":[104],"Extensive":[105],"experiments":[106],"show":[107],"that":[108],"outperforms":[110],"state-of-the-art":[111],"graph-based":[112],"models,":[113],"maximum":[116],"improvement":[117],"9.61%":[119],"in":[120,127,186],"Top-3":[121],"accuracy.":[123],"A":[124],"case":[125],"study":[126],"Fujian":[128],"Province\u2013a":[129],"region":[130],"characterized":[131],"by":[132],"its":[133],"mountainous":[134],"terrain,":[135],"complex":[136],"socio-economic":[137],"landscape,":[138],"significant":[140],"sustainability":[141],"challenges\u2013illustrates":[142],"RGB-ER\u2019s":[143],"practical":[144],"applicability,":[145],"aligning":[146],"well":[147],"local":[149],"government":[150],"strategies":[151],"sustainable":[153,172,187],"development.":[154,188],"Furthermore,":[155],"assess":[157],"SDPs":[158],"county":[161],"level":[162],"China,":[164],"highlighting":[165],"method\u2019s":[167],"potential":[168],"guiding":[170],"region-specific":[171],"development":[173],"planning.":[174],"conclusion,":[176],"provides":[178],"robust,":[180],"explainable":[181],"framework":[182],"data-driven":[184],"decision-making":[185]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}