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020 _a9783031642104
_9978-3-031-64210-4
024 7 _a10.1007/978-3-031-64210-4
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
100 1 _aNeuman, Yair.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_971410
245 1 0 _aAI for Understanding Context
_h[electronic resource] /
_cby Yair Neuman.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXI, 117 p. 4 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Computer Science,
_x2191-5776
505 0 _aThe Importance of Context -- Toward a Theory of Context -- Large Language Models as Contextual Machines -- The One-Hundred Psychological Dimensions of Context -- Conceptualizing Context for Computational Content Analysis -- Reading Chekhov with AI -- Conversations Going Awry -- The Context of Social Norms -- Final Thoughts on AI for Understanding Context.
520 _aContext is necessary for understanding human behavior. However, so far, the concept of context has mostly been treated in a way that lacks any clear relevance for using, developing and engineering intelligent systems. In this book, the author explains the importance of context for understanding human behavior, presents a theory of context, and shows how AI, specifically Large Language Models such as GPT, can support our understanding of context when analyzing human behavior as expressed in texts ranging from conversations to short stories. Drawing on years of R&D and academic publications in top rated journals, the author provides the reader with a simple and deep understanding of context and its modeling for specific challenges, from identifying social norm violations to understanding conversations going awry and stories by great authors. The book may interest a wide variety of readers seeking to incorporate AI into their understanding of human behavior.
650 0 _aArtificial intelligence.
_958441
650 0 _aNatural language processing (Computer science).
_965131
650 0 _aComputational linguistics.
650 0 _aDigital humanities.
650 0 _aNeural networks (Computer science) .
_964231
650 1 4 _aArtificial Intelligence.
_958441
650 2 4 _aNatural Language Processing (NLP).
_966164
650 2 4 _aComputational Linguistics.
650 2 4 _aDigital Humanities.
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
_965860
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031642098
776 0 8 _iPrinted edition:
_z9783031642111
830 0 _aSpringerBriefs in Computer Science,
_x2191-5776
_966578
856 4 0 _uhttps://doi.org/10.1007/978-3-031-64210-4
912 _aZDB-2-BSP
912 _aZDB-2-SXBP
999 _c65486
_d65486