LEADER 04803nam 22005775 450 001 9910483578703321 005 20200701223700.0 010 $a3-030-06170-1 024 7 $a10.1007/978-3-030-06170-8 035 $a(CKB)4100000011231721 035 $a(MiAaPQ)EBC6192292 035 $a(DE-He213)978-3-030-06170-8 035 $a(PPN)248396684 035 $a(EXLCZ)994100000011231721 100 $a20200508d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 12$aA Guided Tour of Artificial Intelligence Research$b[electronic resource] $eVolume III: Interfaces and Applications of Artificial Intelligence /$fedited by Pierre Marquis, Odile Papini, Henri Prade 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (584 pages) $cillustrations 311 $a3-030-06169-8 320 $aIncludes bibliographical references and index. 327 $aFrom the content: Theoretical Computer Science: Computability, Decidability and Logic -- Theoretical Computer Science: Computational Complexity -- Databases and Artificial Intelligence. 330 $aThe purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes: - the first volume brings together twenty-three chapters dealing with the foundations of knowledge representation and the formalization of reasoning and learning (Volume 1. Knowledge representation, reasoning and learning) - the second volume offers a view of AI, in fourteen chapters, from the side of the algorithms (Volume 2. AI Algorithms) - the third volume, composed of sixteen chapters, describes the main interfaces and applications of AI (Volume 3. Interfaces and applications of AI). This third volume is dedicated to the interfaces of AI with various fields, with which strong links exist either at the methodological or at the applicative levels. The foreword of this volume reminds us that AI was born for a large part from cybernetics. Chapters are devoted to disciplines that are historically sisters of AI: natural language processing, pattern recognition and computer vision, and robotics. Also close and complementary to AI due to their direct links with information are databases, the semantic web, information retrieval and human-computer interaction. All these disciplines are privileged places for applications of AI methods. This is also the case for bioinformatics, biological modeling and computational neurosciences. The developments of AI have also led to a dialogue with theoretical computer science in particular regarding computability and complexity. Besides, AI research and findings have renewed philosophical and epistemological questions, while their cognitive validity raises questions to psychology. The volume also discusses some of the interactions between science and artistic creation in literature and in music. Lastly, an epilogue concludes the three volumes of this Guided Tour of AI Research by providing an overview of what has been achieved by AI, emphasizing AI as a science, and not just as an innovative technology, and trying to dispel some misunderstandings. 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aUser interfaces (Computer systems) 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aUser interfaces (Computer systems). 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aUser Interfaces and Human Computer Interaction. 676 $a006.3 702 $aMarquis$b Pierre$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPapini$b Odile$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aPrade$b Henri$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483578703321 996 $aA Guided Tour of Artificial Intelligence Research$92169598 997 $aUNINA