{"id":"https://openalex.org/W1647913072","doi":"https://doi.org/10.1109/ijcnn.2015.7280633","title":"A learning scheme based on similarity functions for affective common-sense reasoning","display_name":"A learning scheme based on similarity functions for affective common-sense reasoning","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1647913072","doi":"https://doi.org/10.1109/ijcnn.2015.7280633","mag":"1647913072"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","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/A5075110204","display_name":"Federica Bisio","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Bisio","raw_affiliation_strings":["DITEN - University of Genoa, Genova, Italy","DITEN \u2013 University of Genoa,,,16145 Genova,,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DITEN - University of Genoa, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"DITEN \u2013 University of Genoa,,,16145 Genova,,Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000985243","display_name":"Paolo Gastaldo","orcid":"https://orcid.org/0000-0002-5748-3942"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Gastaldo","raw_affiliation_strings":["DITEN - University of Genoa, Genova, Italy","DITEN \u2013 University of Genoa,,,16145 Genova,,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DITEN - University of Genoa, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"DITEN \u2013 University of Genoa,,,16145 Genova,,Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103049522","display_name":"Rodolfo Zunino","orcid":"https://orcid.org/0000-0002-2150-7076"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT","SG"],"is_corresponding":false,"raw_author_name":"Rodolfo Zunino","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore","DITEN \u2013 University of Genoa,,,16145 Genova,,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"DITEN \u2013 University of Genoa,,,16145 Genova,,Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100752356","display_name":"Erik Cambria","orcid":"https://orcid.org/0000-0002-3030-1280"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT","SG"],"is_corresponding":false,"raw_author_name":"Erik Cambria","raw_affiliation_strings":["DITEN - University of Genoa, Genova, Italy","School of Computer Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DITEN - University of Genoa, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]},{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0066,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94113213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"1","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","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/T10320","display_name":"Neural Networks and Applications","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9898999929428101,"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/T10057","display_name":"Face and Expression Recognition","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6856048107147217},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6110080480575562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6018705368041992},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5749919414520264},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.573128342628479},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5359616279602051},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5318320393562317},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4555633068084717},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44751548767089844},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.446052610874176},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.43002602458000183},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4246687591075897},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4239421486854553},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.415240615606308},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39786460995674133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24027636647224426},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11426424980163574}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6856048107147217},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6110080480575562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6018705368041992},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5749919414520264},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.573128342628479},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5359616279602051},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5318320393562317},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4555633068084717},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44751548767089844},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.446052610874176},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.43002602458000183},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4246687591075897},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4239421486854553},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.415240615606308},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39786460995674133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24027636647224426},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11426424980163574},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/813872","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/813872","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1965235124","https://openalex.org/W1974051946","https://openalex.org/W1989792746","https://openalex.org/W1993816389","https://openalex.org/W1997254067","https://openalex.org/W2004026774","https://openalex.org/W2019109450","https://openalex.org/W2048101063","https://openalex.org/W2061065224","https://openalex.org/W2084956789","https://openalex.org/W2097998348","https://openalex.org/W2100897593","https://openalex.org/W2102471052","https://openalex.org/W2109943925","https://openalex.org/W2111072639","https://openalex.org/W2123260696","https://openalex.org/W2140072035","https://openalex.org/W2148603752","https://openalex.org/W2165938099","https://openalex.org/W2192604218","https://openalex.org/W2481359644","https://openalex.org/W2610985164","https://openalex.org/W2994602700","https://openalex.org/W4237730655","https://openalex.org/W6674385629","https://openalex.org/W6687074893"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2400337198","https://openalex.org/W2354902965","https://openalex.org/W3156492509","https://openalex.org/W4253101056","https://openalex.org/W4297338612","https://openalex.org/W3097449145","https://openalex.org/W1971737504","https://openalex.org/W2561617217","https://openalex.org/W2131420021"],"abstract_inverted_index":{"This":[0],"paper":[1],"explores":[2],"the":[3,11,24,32,36,48,51,67,75,80,83,87,91,112,118,132,135],"theory":[4],"of":[5,13,34,57,62,78,82,90,114,134],"learning":[6,72,88],"with":[7,106,141],"similarity":[8,49],"functions":[9],"in":[10,94,117],"context":[12],"common-sense":[14,145],"reasoning":[15],"and":[16,54,108,137],"natural":[17,142],"language":[18,143],"processing.":[19],"Based":[20],"on":[21,131],"this":[22],"theory,":[23],"proposed":[25],"approach":[26,124],"(called":[27],"Sim-Predictor)":[28],"is":[29,44],"characterized":[30],"by":[31],"process":[33],"remapping":[35],"input":[37,52],"space":[38,42,85],"into":[39],"a":[40,55,60,95,122],"new":[41,71],"which":[43],"able":[45],"to":[46,86,125],"convey":[47],"between":[50],"pattern":[53],"number":[56],"landmarks,":[58],"i.e.,":[59],"subset":[61],"patterns":[63],"randomly":[64],"extracted":[65],"from":[66],"training":[68],"set.":[69],"The":[70,98],"scheme":[73],"exhibits":[74],"interesting":[76],"property":[77],"relating":[79],"dimensionality":[81],"remapped":[84],"abilities":[89],"eventual":[92],"predictor":[93],"formal":[96],"fashion.":[97],"evaluation":[99],"phase":[100],"shows":[101],"that":[102],"Sim-Predictor":[103],"compares":[104],"positively":[105],"ELM":[107],"SVM,":[109],"when":[110],"addressing":[111],"problem":[113],"polarity":[115],"detection":[116],"sentic":[119],"computing":[120],"framework,":[121],"novel":[123],"big":[126],"social":[127],"data":[128],"analysis":[129],"based":[130],"interpretation":[133],"cognitive":[136],"affective":[138],"information":[139],"associated":[140],"(affective":[144],"reasoning).":[146]},"counts_by_year":[{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
