{"title":"代数反统一","authors":"Christian Antić","doi":"arxiv-2407.15510","DOIUrl":null,"url":null,"abstract":"Abstraction is key to human and artificial intelligence as it allows one to\nsee common structure in otherwise distinct objects or situations and as such it\nis a key element for generality in AI. Anti-unification (or generalization) is\n\\textit{the} part of theoretical computer science and AI studying abstraction.\nIt has been successfully applied to various AI-related problems, most\nimportantly inductive logic programming. Up to this date, anti-unification is\nstudied only from a syntactic perspective in the literature. The purpose of\nthis paper is to initiate an algebraic (i.e. semantic) theory of\nanti-unification within general algebras. This is motivated by recent\napplications to similarity and analogical proportions.","PeriodicalId":501033,"journal":{"name":"arXiv - CS - Symbolic Computation","volume":"38 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Algebraic anti-unification\",\"authors\":\"Christian Antić\",\"doi\":\"arxiv-2407.15510\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstraction is key to human and artificial intelligence as it allows one to\\nsee common structure in otherwise distinct objects or situations and as such it\\nis a key element for generality in AI. Anti-unification (or generalization) is\\n\\\\textit{the} part of theoretical computer science and AI studying abstraction.\\nIt has been successfully applied to various AI-related problems, most\\nimportantly inductive logic programming. Up to this date, anti-unification is\\nstudied only from a syntactic perspective in the literature. The purpose of\\nthis paper is to initiate an algebraic (i.e. semantic) theory of\\nanti-unification within general algebras. This is motivated by recent\\napplications to similarity and analogical proportions.\",\"PeriodicalId\":501033,\"journal\":{\"name\":\"arXiv - CS - Symbolic Computation\",\"volume\":\"38 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Symbolic Computation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.15510\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Symbolic Computation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.15510","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Abstraction is key to human and artificial intelligence as it allows one to
see common structure in otherwise distinct objects or situations and as such it
is a key element for generality in AI. Anti-unification (or generalization) is
\textit{the} part of theoretical computer science and AI studying abstraction.
It has been successfully applied to various AI-related problems, most
importantly inductive logic programming. Up to this date, anti-unification is
studied only from a syntactic perspective in the literature. The purpose of
this paper is to initiate an algebraic (i.e. semantic) theory of
anti-unification within general algebras. This is motivated by recent
applications to similarity and analogical proportions.