{"id":"https://openalex.org/W4403792045","doi":"https://doi.org/10.1145/3664647.3681705","title":"Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT","display_name":"Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403792045","doi":"https://doi.org/10.1145/3664647.3681705"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3681705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.15758","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052522029","display_name":"Siqi Wang","orcid":"https://orcid.org/0000-0003-0250-4619"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Siqi Wang","raw_affiliation_strings":["Tongji University & Department of Computing, The Hong Kong Polytechnic University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Tongji University & Department of Computing, The Hong Kong Polytechnic University, Shanghai, China","institution_ids":["https://openalex.org/I14243506","https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102800529","display_name":"Chao Liang","orcid":"https://orcid.org/0000-0003-4157-242X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chao Liang","raw_affiliation_strings":["Guangdong Guodi Institute of Resources and Environment, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Guodi Institute of Resources and Environment, Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102001778","display_name":"Yunfan Gao","orcid":"https://orcid.org/0000-0002-7932-2752"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfan Gao","raw_affiliation_strings":["Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110519923","display_name":"Yang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["College of Design and Innovation, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Design and Innovation, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336998","display_name":"Jing Li","orcid":"https://orcid.org/0000-0002-8044-2284"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University & Research Centre on Data Science & Artificial Intelligence, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University & Research Centre on Data Science & Artificial Intelligence, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039059501","display_name":"Haofen Wang","orcid":"https://orcid.org/0000-0003-3018-3824"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haofen Wang","raw_affiliation_strings":["College of Design and Innovation, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Design and Innovation, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052522029"],"corresponding_institution_ids":["https://openalex.org/I116953780","https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":1.3562,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83532976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4757","last_page":"4765"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12746","display_name":"Sustainable Industrial Ecology","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T12746","display_name":"Sustainable Industrial Ecology","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13588","display_name":"Regional resilience and development","score":0.9327999949455261,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11014","display_name":"Regional Economics and Spatial Analysis","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7818286418914795},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590173840522766},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19234609603881836}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7818286418914795},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590173840522766},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19234609603881836}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3664647.3681705","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2411.15758","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.15758","pdf_url":"https://arxiv.org/pdf/2411.15758","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.15758","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.15758","pdf_url":"https://arxiv.org/pdf/2411.15758","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3389222696","display_name":null,"funder_award_id":"U23B2057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5167091242","display_name":null,"funder_award_id":"No. 1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8177723861","display_name":null,"funder_award_id":"PRP/047/22FX","funder_id":"https://openalex.org/F4320326427","funder_display_name":"Innovation and Technology Fund"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322449","display_name":"Tongji University","ror":"https://ror.org/03rc6as71"},{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"},{"id":"https://openalex.org/F4320326427","display_name":"Innovation and Technology Fund","ror":null},{"id":"https://openalex.org/F4320335581","display_name":"Young Scientists Fund","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403792045.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1625390266","https://openalex.org/W2035237068","https://openalex.org/W2126316555","https://openalex.org/W2553902410","https://openalex.org/W2962946486","https://openalex.org/W3049515680","https://openalex.org/W3154524254","https://openalex.org/W3157327345","https://openalex.org/W4312190610","https://openalex.org/W4320507233","https://openalex.org/W4322755838","https://openalex.org/W4328127395","https://openalex.org/W4382240028","https://openalex.org/W4387698707","https://openalex.org/W4387968015","https://openalex.org/W4390979806","https://openalex.org/W4391549815","https://openalex.org/W4393065402"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Industrial":[0,91],"parks":[1],"are":[2,145],"critical":[3],"to":[4,84,115],"urban":[5,21,47,137],"economic":[6],"growth.":[7],"Yet,":[8],"their":[9],"development":[10],"often":[11],"encounters":[12],"challenges":[13],"stemming":[14],"from":[15],"imbalances":[16],"between":[17],"industrial":[18,40,64,117,138],"requirements":[19],"and":[20,29,54,61,88,94,103,130,142],"services,":[22],"underscoring":[23],"the":[24,58,70,107],"need":[25],"for":[26,126,135],"strategic":[27],"planning":[28],"operations.":[30],"This":[31,120],"paper":[32],"introduces":[33],"IndustryScopeKG,":[34],"a":[35,123,132],"pioneering":[36],"large-scale":[37],"multi-modal,":[38],"multi-level":[39],"park":[41,118],"knowledge":[42],"graph,":[43],"which":[44,73],"integrates":[45],"diverse":[46],"data":[48],"including":[49],"street":[50],"views,":[51],"corporate,":[52],"socio-economic,":[53],"geospatial":[55],"information,":[56],"capturing":[57],"complex":[59],"relationships":[60],"semantics":[62],"within":[63],"parks.":[65],"Alongside":[66],"this,":[67],"we":[68],"present":[69],"IndustryScopeGPT":[71],"framework,":[72],"leverages":[74],"Large":[75],"Language":[76],"Models":[77],"(LLMs)":[78],"with":[79,112],"Monte":[80],"Carlo":[81],"Tree":[82],"Search":[83],"enhance":[85],"tool-augmented":[86],"reasoning":[87],"decision-making":[89],"in":[90],"Park":[92],"Planning":[93],"Operation":[95],"(IPPO).":[96],"Our":[97],"work":[98],"significantly":[99],"improves":[100],"site":[101],"recommendation":[102],"functional":[104],"planning,":[105],"demonstrating":[106],"potential":[108],"of":[109],"combining":[110],"LLMs":[111],"structured":[113],"datasets":[114],"advance":[116],"management.":[119],"approach":[121],"sets":[122],"new":[124],"benchmark":[125],"intelligent":[127],"IPPO":[128],"research":[129],"lays":[131],"robust":[133],"foundation":[134],"advancing":[136],"development.":[139],"The":[140],"dataset":[141],"related":[143],"code":[144],"available":[146],"at":[147],"https://github.com/Tongji-KGLLM/IndustryScope.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}