{"id":"https://openalex.org/W4406457850","doi":"https://doi.org/10.1109/bigdata62323.2024.10825072","title":"Agentic AI for Improving Precision in Identifying Contributions to Sustainable Development Goals","display_name":"Agentic AI for Improving Precision in Identifying Contributions to Sustainable Development Goals","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406457850","doi":"https://doi.org/10.1109/bigdata62323.2024.10825072"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5062743697","display_name":"William A. Ingram","orcid":"https://orcid.org/0000-0002-8307-8844"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"William A. Ingram","raw_affiliation_strings":["University Libraries,Virginia Tech,Blacksburg,VA,USA"],"affiliations":[{"raw_affiliation_string":"University Libraries,Virginia Tech,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085592027","display_name":"Bipasha Banerjee","orcid":"https://orcid.org/0000-0003-4472-1902"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bipasha Banerjee","raw_affiliation_strings":["University Libraries,Virginia Tech,Blacksburg,VA,USA"],"affiliations":[{"raw_affiliation_string":"University Libraries,Virginia Tech,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049148461","display_name":"Edward A. Fox","orcid":"https://orcid.org/0000-0003-1447-6870"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward A. Fox","raw_affiliation_strings":["Virginia Tech,Department of Computer Science,Blacksburg,VA,USA"],"affiliations":[{"raw_affiliation_string":"Virginia Tech,Department of Computer Science,Blacksburg,VA,USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5062743697"],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":4.3093,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94672659,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"8677","last_page":"8679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12013","display_name":"Sustainable Development and Environmental Policy","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11835","display_name":"Sustainability in Higher Education","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5683428049087524},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.5361393094062805},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1564902365207672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5683428049087524},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.5361393094062805},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1564902365207672},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306122","display_name":"Institute of Museum and Library Services","ror":"https://ror.org/030prv062"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W3116416580","https://openalex.org/W4289517511","https://openalex.org/W4396542883","https://openalex.org/W4402671300","https://openalex.org/W6769373998","https://openalex.org/W6779847570","https://openalex.org/W6858023062","https://openalex.org/W6865118152","https://openalex.org/W6872205364","https://openalex.org/W6872615142"],"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":{"As":[0],"research":[1,23,131],"institutions":[2],"increasingly":[3],"commit":[4],"to":[5,19,65,70,98,105],"supporting":[6],"the":[7,54,110,117],"United":[8],"Nations\u2019":[9],"Sustainable":[10],"Development":[11],"Goals":[12],"(SDGs),":[13],"there":[14],"is":[15],"a":[16,77,125],"pressing":[17],"need":[18],"accurately":[20],"assess":[21],"their":[22],"output":[24],"against":[25],"these":[26],"goals.":[27],"Current":[28],"approaches,":[29],"primarily":[30],"reliant":[31],"on":[32],"keyword-based":[33],"Boolean":[34],"search":[35],"queries,":[36,86],"conflate":[37],"incidental":[38,106],"keyword":[39,85,107],"matches":[40],"with":[41],"genuine":[42],"contributions,":[43],"reducing":[44],"retrieval":[45],"precision":[46],"and":[47,133],"complicating":[48],"benchmarking":[49],"efforts.":[50],"This":[51],"study":[52],"investigates":[53],"application":[55],"of":[56,79,112,120],"autoregressive":[57],"Large":[58],"Language":[59],"Models":[60],"(LLMs)":[61],"as":[62],"evaluation":[63],"agents":[64],"identify":[66],"relevant":[67,96],"scholarly":[68,74],"contributions":[69,97],"SDG":[71,99],"targets":[72,100],"in":[73],"publications.":[75],"Using":[76],"dataset":[78],"academic":[80],"abstracts":[81],"retrieved":[82,103],"via":[83],"SDG-specific":[84],"we":[87],"demonstrate":[88],"that":[89],"small,":[90],"locally-hosted":[91],"LLMs":[92],"can":[93],"differentiate":[94],"semantically":[95],"from":[101],"documents":[102],"due":[104],"matches,":[108],"addressing":[109],"limitations":[111],"traditional":[113],"methods.":[114],"By":[115],"leveraging":[116],"contextual":[118],"understanding":[119],"LLMs,":[121],"this":[122],"approach":[123],"provides":[124],"scalable":[126],"framework":[127],"for":[128],"improving":[129],"SDG-related":[130],"metrics":[132],"informing":[134],"institutional":[135],"reporting.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}