{"id":"https://openalex.org/W4405939956","doi":"https://doi.org/10.1007/978-3-031-74633-8_10","title":"Are Generative-Based Graph Counterfactual Explainers Worth It?","display_name":"Are Generative-Based Graph Counterfactual Explainers Worth It?","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405939956","doi":"https://doi.org/10.1007/978-3-031-74633-8_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74633-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74633-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5022228133","display_name":"Mario Alfonso Prado-Romero","orcid":"https://orcid.org/0000-0002-0491-3515"},"institutions":[{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mario Alfonso Prado-Romero","raw_affiliation_strings":["Gran Sasso Science Institute, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0491-3515","affiliations":[{"raw_affiliation_string":"Gran Sasso Science Institute, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I4210150763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017702643","display_name":"Bardh Prenkaj","orcid":"https://orcid.org/0000-0002-2991-2279"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Bardh Prenkaj","raw_affiliation_strings":["Sapienza University of Rome, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2991-2279","affiliations":[{"raw_affiliation_string":"Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036321638","display_name":"Giovanni Stilo","orcid":"https://orcid.org/0000-0002-2092-0213"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Stilo","raw_affiliation_strings":["University of L\u2019Aquila, L\u2019Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2092-0213","affiliations":[{"raw_affiliation_string":"University of L\u2019Aquila, L\u2019Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022228133"],"corresponding_institution_ids":["https://openalex.org/I4210150763"],"apc_list":null,"apc_paid":null,"fwci":0.749,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78643838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9977999925613403,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9977999925613403,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9883999824523926,"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":0.9837999939918518,"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.850565493106842},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5670183300971985},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.553726315498352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3784642815589905},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34792473912239075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24406200647354126},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23341241478919983},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15219828486442566},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.066926509141922}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.850565493106842},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5670183300971985},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.553726315498352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3784642815589905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34792473912239075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24406200647354126},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23341241478919983},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15219828486442566},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.066926509141922}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-74633-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74633-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.luiss.it:11385/252858","is_oa":false,"landing_page_url":"https://hdl.handle.net/11385/252858","pdf_url":null,"source":{"id":"https://openalex.org/S4377196446","display_name":"IRIS - Institutional Research Information System (Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56441308","host_organization_name":"Libera Universit\u00e0 Internazionale degli Studi Sociali Guido Carli","host_organization_lineage":["https://openalex.org/I56441308"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2003627696","https://openalex.org/W2116341502","https://openalex.org/W2754427584","https://openalex.org/W2899457523","https://openalex.org/W2904341466","https://openalex.org/W2905464284","https://openalex.org/W2926322826","https://openalex.org/W2962772482","https://openalex.org/W2962858109","https://openalex.org/W2963224980","https://openalex.org/W2981836045","https://openalex.org/W2997085666","https://openalex.org/W3016419862","https://openalex.org/W3093990910","https://openalex.org/W3097217077","https://openalex.org/W3101707147","https://openalex.org/W3108458441","https://openalex.org/W3114925695","https://openalex.org/W3116637551","https://openalex.org/W3159140329","https://openalex.org/W3166795997","https://openalex.org/W3177944730","https://openalex.org/W3179413940","https://openalex.org/W3196442791","https://openalex.org/W3201327385","https://openalex.org/W3201437744","https://openalex.org/W4207038758","https://openalex.org/W4224309172","https://openalex.org/W4225150645","https://openalex.org/W4225876201","https://openalex.org/W4254977667","https://openalex.org/W4285077493","https://openalex.org/W4285416263","https://openalex.org/W4290927778","https://openalex.org/W4291972642","https://openalex.org/W4306317642","https://openalex.org/W4309204099","https://openalex.org/W4321485347","https://openalex.org/W4321485670","https://openalex.org/W4386075552","https://openalex.org/W4386390750","https://openalex.org/W4401330349"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W3201448254","https://openalex.org/W4286970243","https://openalex.org/W2066431708","https://openalex.org/W4384133558","https://openalex.org/W3025615835","https://openalex.org/W173210993","https://openalex.org/W2390660599"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-01-01T00:00:00"}