{"id":"https://openalex.org/W7166170322","doi":"https://doi.org/10.1007/978-3-032-29909-3_1","title":"Graph Neural Networks for\u00a0Misinformation Detection: Performance\u2013Efficiency Trade-Offs","display_name":"Graph Neural Networks for\u00a0Misinformation Detection: Performance\u2013Efficiency Trade-Offs","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166170322","doi":"https://doi.org/10.1007/978-3-032-29909-3_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29909-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29909-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5017905749","display_name":"Soveatin Kuntur","orcid":"https://orcid.org/0000-0001-6029-941X"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Soveatin Kuntur","raw_affiliation_strings":["Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6029-941X","affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045096489","display_name":"Maciej Krzywda","orcid":"https://orcid.org/0000-0002-0758-8498"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Maciej Krzywda","raw_affiliation_strings":["AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031984813","display_name":"Anna Wr\u00f3blewska","orcid":"https://orcid.org/0000-0002-3407-7570"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Wr\u00f3blewska","raw_affiliation_strings":["Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3407-7570","affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053781299","display_name":"Marcin Paprzycki","orcid":"https://orcid.org/0000-0002-8069-2152"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Paprzycki","raw_affiliation_strings":["Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-8069-2152","affiliations":[{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017025137","display_name":"Maria Ganzha","orcid":"https://orcid.org/0000-0001-7714-4844"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maria Ganzha","raw_affiliation_strings":["Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-7714-4844","affiliations":[{"raw_affiliation_string":"Warsaw University of Technology, plac Politechniki 1, 00-661, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082087108","display_name":"Szymon \u0141ukasik","orcid":"https://orcid.org/0000-0001-6716-610X"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["AU","PL"],"is_corresponding":false,"raw_author_name":"Szymon \u0141ukasik","raw_affiliation_strings":["AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland","Faculty of Engineering and IT, University of Technology Sydney, 5 Broadway, Ultimo, NSW, 2007, Australia","Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6716-610X","affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Faculty of Physics and Applied Computer Science, Krakow, Poland","institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"]},{"raw_affiliation_string":"Faculty of Engineering and IT, University of Technology Sydney, 5 Broadway, Ultimo, NSW, 2007, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039341855","display_name":"Amir H. Gandomi","orcid":"https://orcid.org/0000-0002-2798-0104"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]},{"id":"https://openalex.org/I113330528","display_name":"Khazar University","ror":"https://ror.org/014te7048","country_code":"AZ","type":"education","lineage":["https://openalex.org/I113330528"]},{"id":"https://openalex.org/I4210136276","display_name":"NASK National Research Institute","ror":"https://ror.org/03ajsaw82","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210136276"]}],"countries":["AZ","HU","PL"],"is_corresponding":false,"raw_author_name":"Amir H. Gandomi","raw_affiliation_strings":["Department of Computer Science, Khazar University, Baku, Azerbaijan","NASK National Research Institute, ul. Kolska 12, 01-045, Warsaw, Poland","University Research and Innovation Center (EKIK), \u00d3buda University, B\u00e9csi \u00fat 96/B, Budapest, 1034, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-2798-0104","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khazar University, Baku, Azerbaijan","institution_ids":["https://openalex.org/I113330528"]},{"raw_affiliation_string":"NASK National Research Institute, ul. Kolska 12, 01-045, Warsaw, Poland","institution_ids":["https://openalex.org/I4210136276"]},{"raw_affiliation_string":"University Research and Innovation Center (EKIK), \u00d3buda University, B\u00e9csi \u00fat 96/B, Budapest, 1034, Hungary","institution_ids":["https://openalex.org/I103356709"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5045096489"],"corresponding_institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.8346999883651733,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.8346999883651733,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.0364999994635582,"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/T10028","display_name":"Topic Modeling","score":0.022299999371170998,"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/misinformation","display_name":"Misinformation","score":0.7085999846458435},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5473999977111816},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5019000172615051},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.30790001153945923},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.30410000681877136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.866599977016449},{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.7085999846458435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5631999969482422},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5473999977111816},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5019000172615051},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31769999861717224},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29670000076293945},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2847000062465668},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.25760000944137573}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29909-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29909-3_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2116341502","https://openalex.org/W2763699126","https://openalex.org/W2791092480","https://openalex.org/W2963416784","https://openalex.org/W3031781733","https://openalex.org/W3081681503","https://openalex.org/W3087059428","https://openalex.org/W3148001275","https://openalex.org/W4285249824","https://openalex.org/W4360602683","https://openalex.org/W4390661840","https://openalex.org/W4391816773","https://openalex.org/W4403059004","https://openalex.org/W4404782314","https://openalex.org/W4408095094","https://openalex.org/W4409724984","https://openalex.org/W4413209515","https://openalex.org/W4413217014","https://openalex.org/W4415420722","https://openalex.org/W4416018131","https://openalex.org/W4416829108","https://openalex.org/W4417487857","https://openalex.org/W7118426978"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-06-27T00:00:00"}