{"id":"https://openalex.org/W7134178745","doi":"https://doi.org/10.1109/bigdata66926.2025.11400998","title":"Conflict Event Actor Prediction Using Spatial Graph Neural Networks","display_name":"Conflict Event Actor Prediction Using Spatial Graph Neural Networks","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134178745","doi":"https://doi.org/10.1109/bigdata66926.2025.11400998"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11400998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057228948","display_name":"Niamat Zawad","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niamat Zawad","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Dallas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Dallas,USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128332083","display_name":"Patrick T. Brandt","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]},{"id":"https://openalex.org/I87573096","display_name":"University of North Texas at Dallas","ror":"https://ror.org/01n51v443","country_code":"US","type":"education","lineage":["https://openalex.org/I87573096"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick T. Brandt","raw_affiliation_strings":["Economic, Political and Policy Sciences, The University of Texas at Dallas,Dallas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economic, Political and Policy Sciences, The University of Texas at Dallas,Dallas,USA","institution_ids":["https://openalex.org/I162577319","https://openalex.org/I87573096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049875368","display_name":"Latifur Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Latifur Khan","raw_affiliation_strings":["The University of Texas at Dallas,Department of Computer Science,Dallas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Department of Computer Science,Dallas,USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110473001","display_name":"Vito J. D\u2019Orazio","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vito J. D'Orazio","raw_affiliation_strings":["West Virginia University,Department of Political Science,Morgantown,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University,Department of Political Science,Morgantown,USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128377053","display_name":"Javier Osorio","orcid":null},"institutions":[{"id":"https://openalex.org/I2800421839","display_name":"Government of the United States of America","ror":"https://ror.org/02rcrvv70","country_code":"US","type":"government","lineage":["https://openalex.org/I2800421839"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Osorio","raw_affiliation_strings":["School of Government and Public Policy, The University of Arizona,Tucscon,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Government and Public Policy, The University of Arizona,Tucscon,USA","institution_ids":["https://openalex.org/I2800421839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71780728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4733","last_page":"4742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.4754999876022339,"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"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.4754999876022339,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.02879999950528145,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.028699999675154686,"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/event","display_name":"Event (particle physics)","score":0.47440001368522644},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44449999928474426},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41929998993873596},{"id":"https://openalex.org/keywords/event-data","display_name":"Event data","score":0.3158999979496002},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2667999863624573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6121000051498413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5626999735832214},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47440001368522644},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44449999928474426},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3246000111103058},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.3158999979496002},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3037000000476837},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11400998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4429747051","display_name":null,"funder_award_id":"2311142,2138259,2138286,2138307,2137603,2138296","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1563091572","https://openalex.org/W1888005072","https://openalex.org/W1910734264","https://openalex.org/W1991236722","https://openalex.org/W1999529874","https://openalex.org/W2026417691","https://openalex.org/W2054561412","https://openalex.org/W2066459332","https://openalex.org/W2084842880","https://openalex.org/W2112796928","https://openalex.org/W2137742540","https://openalex.org/W2138621811","https://openalex.org/W2154454189","https://openalex.org/W2154851992","https://openalex.org/W2255466643","https://openalex.org/W2283304333","https://openalex.org/W2323217484","https://openalex.org/W2420733993","https://openalex.org/W2475351137","https://openalex.org/W2604314403","https://openalex.org/W2651906205","https://openalex.org/W2743104969","https://openalex.org/W2950369002","https://openalex.org/W2962756421","https://openalex.org/W2965857891","https://openalex.org/W3004507689","https://openalex.org/W3012871709","https://openalex.org/W3092125438","https://openalex.org/W3160144061","https://openalex.org/W3197400979","https://openalex.org/W4205675915","https://openalex.org/W4220980558","https://openalex.org/W4252707176","https://openalex.org/W4294170691","https://openalex.org/W4302039042","https://openalex.org/W4366376097"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-03-09T00:00:00"}