{"product_id":"computing-meaning-volume-3-practical-computational-semantics","title":"Computing Meaning Volume 3 - Practical Computational Semantics","description":"\u003cp\u003eIn this review of Computing Meaning: Volume 3 the reviewer finds a focused, scholarly examination of current issues in computational semantics that will appeal to specialists. Aimed squarely at linguists, computer scientists and logicians, the book's biggest selling point is its dual focus on \u003cstrong\u003eunderspecified semantic representations\u003c\/strong\u003e and practical approaches to \u003cstrong\u003esemantic annotation\u003c\/strong\u003e, making it a useful reference for researchers who need a clear account of formal structures and annotation methods rather than a beginner tutorial.\u003c\/p\u003e\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eUnderspecified representations:\u003c\/strong\u003e Explains formal structures that capture partial meaning while leaving scope or attachment unresolved, helping readers model ambiguity without premature commitments.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSemantic annotation:\u003c\/strong\u003e Surveys annotation practices and explains how annotated corpora serve as essential resources for linguistic analysis and machine learning development.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eInterdisciplinary focus:\u003c\/strong\u003e Bridges linguistics, computer science and logic so readers from each discipline can find practical discussions relevant to computational semantics.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eResearch-oriented presentation:\u003c\/strong\u003e Prioritizes recent research problems and approaches, making it useful for readers seeking current debates and solutions rather than introductory overviews.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUse with machine learning:\u003c\/strong\u003e Describes how annotations combine with machine learning methods, guiding developers and researchers who apply statistical models to semantic tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eThe book is best for graduate students and established researchers in \u003cstrong\u003ecomputational semantics\u003c\/strong\u003e, especially those working on formal representation of meaning or developing annotated corpora for empirical work. It is also suitable for computer scientists and logicians who need a rigorous account of how meaning can be represented and partially specified in formal systems.\u003c\/p\u003e\n\u003cp\u003eReaders looking for an introductory textbook, hands-on coding tutorials, or a general survey for nontechnical audiences should look elsewhere; this volume assumes familiarity with formal semantics and research methods in annotation and does not act as a step-by-step programming guide.\u003c\/p\u003e\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConcentrated coverage of \u003cstrong\u003eunderspecified semantic representations\u003c\/strong\u003e offers useful conceptual tools for modeling linguistic ambiguity.\u003c\/li\u003e\n\u003cli\u003eClear discussion of \u003cstrong\u003esemantic annotation\u003c\/strong\u003e and its role in corpus-based research makes the book practically relevant for annotation projects.\u003c\/li\u003e\n\u003cli\u003eInterdisciplinary perspective helps readers connect formal logical accounts with computational and empirical methods.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eNot intended as an introductory or beginner-friendly text; prior background in semantics and formal methods is expected.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eComputing Meaning: Volume 3 (Studies in Linguistics and Philosophy, 83)\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAuthor \/ Editor\u003c\/td\u003e\n\u003ctd\u003eReinhard Muskens\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePrimary topics\u003c\/td\u003e\n\u003ctd\u003eUnderspecified semantic representations; semantic annotation\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eLinguists, computer scientists, logicians\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eUse cases\u003c\/td\u003e\n\u003ctd\u003eResearch reference; annotated corpora and machine learning applications\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eSeries\u003c\/td\u003e\n\u003ctd\u003eStudies in Linguistics and Philosophy\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eComputing Meaning Volume 3 is a solid, research-focused resource for specialists who need an in-depth look at underspecified formalisms and annotation practice. It is good value for graduate students and researchers who require rigorous, up-to-date discussions of computational semantics, though those seeking practical coding tutorials or a gentle introduction should consider more elementary texts.\u003c\/p\u003e\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this volume cover annotation methods for machine learning?\u003c\/strong\u003e\u003cbr\u003eYes, the book discusses semantic annotation and how annotated corpora are used alongside machine learning methods for language and speech technology.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs this suitable for beginners?\u003c\/strong\u003e\u003cbr\u003eNo, the volume assumes background in formal semantics and related research; it is aimed at graduate-level readers and professionals.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho is the author or editor?\u003c\/strong\u003e\u003cbr\u003eThe work is associated with Reinhard Muskens and appears in the Studies in Linguistics and Philosophy series.\u003c\/p\u003e","brand":"Reinhard Muskens","offers":[{"title":"Default Title","offer_id":48241740906715,"sku":"1402059574","price":135.37,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/61YkztGS3JL._SL1262.jpg?v=1771094239","url":"https:\/\/gearmusthave.com\/products\/computing-meaning-volume-3-practical-computational-semantics","provider":"GearMustHave","version":"1.0","type":"link"}