A guided tour of artificial intelligence research: volume 3 Interfaces and applications of artificial intelligence
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents Theoretical Computer Science: Computability, Decidability and Logic............................................................................................................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 1 Theoretical Computer Science: Computational Complexity..................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 51 Databases and Artificial Intelligence................................................................ Nicole Bidoit, Patrick Bose, Laurence Cholvy, Olivier Pivert and Marie-Christine Rousset 91 Artificial Intelligence and Language................................................................ Nicholas Asher and Pierre Zweigenbaum 117 Information Retrieval and Artificial Intelligence........................................ Mohand Boughanem, Imen Akermi, Gabriella Pasi and Karam Abdulahhad 147 Semantic Web..................................................................................................... Jérôme Euzenat and Marie-Christine Rousset 181 Artificial Intelligence and Bioinformatics...................................................... Jacques Nicolas 209 Artificial Intelligence in Biological Modelling............................................... François Fages 265 When Artificial Intelligence and Computational Neuroscience Meet . . . 303 Frédéric Alexandre, Peter F. Dominey, Philippe Gaussier, Benoît Girard, Mehdi Khamassi and Nicolas P. Rougier ix
x Contents Artificial Intelligence and Pattern Recognition, Vision, Learning........... Isabelle Bloch, Régis Clouard, Marinette Revenu and Olivier Sigaud Cross-Fertilisation Between Human-Computer Interaction and Artificial Intelligence................................................................................... Christophe Kolski, Guy André Boy, Guy Melançon, Magalie Ochs and Jean Vanderdonckt 337 365 Robotics and Artificial Intelligence................................................................... 389 Malik Ghallab and Félix Ingrand Artificial Intelligence: Philosophical and Epistemological Perspectives.......................................................................................................... Pierre Livet and Franck Varenne Artificial Intelligence and High-Level Cognition........................................... Marco Ragni 437 457 Artificial Intelligence and Literature.............................................................. 487 Tim Van de Cruys Music and Artificial Intelligence....................................................................... Patrick Saint-Dizier 503 Afterword—A Note on Other Areas inRelation with AI............................ Pierre Marquis, Odile Papini and Henri Prade 531 Epilogue: A Plea for a Unified View of Artificial Intelligence as a Science........................................................................................................... Pierre Marquis, Odile Papini and Henri Prade 535
Index...................................................................................................................... 545
Pierre Marquis · Odile Papini · Henri Prade Editors A Guided Tour of Artificial Intelligence Research 3 Interfaces and Applications of AI The 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 foun dations 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 Al with various fields, with which strong links exist either at the methodological or at the applicative levels. The fore word 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
dis ciplines are privileged places for applications of AI methods. This is also the case for bioinformatics, biological modeling and computational neurosciences. The develop ments of AI have also led to a dialogue with theoretical computer science in particu lar 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 over view 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.
Contents Theoretical Computer Science: Computability, Decidability and Logic............................................................................................................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 1 Theoretical Computer Science: Computational Complexity..................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 51 Databases and Artificial Intelligence................................................................ Nicole Bidoit, Patrick Bose, Laurence Cholvy, Olivier Pivert and Marie-Christine Rousset 91 Artificial Intelligence and Language................................................................ Nicholas Asher and Pierre Zweigenbaum 117 Information Retrieval and Artificial Intelligence........................................ Mohand Boughanem, Imen Akermi, Gabriella Pasi and Karam Abdulahhad 147 Semantic Web..................................................................................................... Jérôme Euzenat and Marie-Christine Rousset 181 Artificial Intelligence and Bioinformatics...................................................... Jacques Nicolas 209 Artificial Intelligence in Biological Modelling............................................... François Fages 265 When Artificial Intelligence and Computational Neuroscience Meet . . . 303 Frédéric Alexandre, Peter F. Dominey, Philippe Gaussier, Benoît Girard, Mehdi Khamassi and Nicolas P. Rougier ix
x Contents Artificial Intelligence and Pattern Recognition, Vision, Learning........... Isabelle Bloch, Régis Clouard, Marinette Revenu and Olivier Sigaud Cross-Fertilisation Between Human-Computer Interaction and Artificial Intelligence................................................................................... Christophe Kolski, Guy André Boy, Guy Melançon, Magalie Ochs and Jean Vanderdonckt 337 365 Robotics and Artificial Intelligence................................................................... 389 Malik Ghallab and Félix Ingrand Artificial Intelligence: Philosophical and Epistemological Perspectives.......................................................................................................... Pierre Livet and Franck Varenne Artificial Intelligence and High-Level Cognition........................................... Marco Ragni 437 457 Artificial Intelligence and Literature.............................................................. 487 Tim Van de Cruys Music and Artificial Intelligence....................................................................... Patrick Saint-Dizier 503 Afterword—A Note on Other Areas inRelation with AI............................ Pierre Marquis, Odile Papini and Henri Prade 531 Epilogue: A Plea for a Unified View of Artificial Intelligence as a Science........................................................................................................... Pierre Marquis, Odile Papini and Henri Prade 535
Index...................................................................................................................... 545
Pierre Marquis · Odile Papini · Henri Prade Editors A Guided Tour of Artificial Intelligence Research 3 Interfaces and Applications of AI The 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 foun dations 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 Al with various fields, with which strong links exist either at the methodological or at the applicative levels. The fore word 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
dis ciplines are privileged places for applications of AI methods. This is also the case for bioinformatics, biological modeling and computational neurosciences. The develop ments of AI have also led to a dialogue with theoretical computer science in particu lar 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 over view 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.
Contents Theoretical Computer Science: Computability, Decidability and Logic............................................................................................................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 1 Theoretical Computer Science: Computational Complexity..................... Olivier Boumez, Gilles Dowek, Rémi Gilleron, Serge Grigorieff, Jean-Yves Marion, Simon Perdrix and Sophie Tison 51 Databases and Artificial Intelligence................................................................ Nicole Bidoit, Patrick Bose, Laurence Cholvy, Olivier Pivert and Marie-Christine Rousset 91 Artificial Intelligence and Language................................................................ Nicholas Asher and Pierre Zweigenbaum 117 Information Retrieval and Artificial Intelligence........................................ Mohand Boughanem, Imen Akermi, Gabriella Pasi and Karam Abdulahhad 147 Semantic Web..................................................................................................... Jérôme Euzenat and Marie-Christine Rousset 181 Artificial Intelligence and Bioinformatics...................................................... Jacques Nicolas 209 Artificial Intelligence in Biological Modelling............................................... François Fages 265 When Artificial Intelligence and Computational Neuroscience Meet . . . 303 Frédéric Alexandre, Peter F. Dominey, Philippe Gaussier, Benoît Girard, Mehdi Khamassi and Nicolas P. Rougier ix
x Contents Artificial Intelligence and Pattern Recognition, Vision, Learning........... Isabelle Bloch, Régis Clouard, Marinette Revenu and Olivier Sigaud Cross-Fertilisation Between Human-Computer Interaction and Artificial Intelligence................................................................................... Christophe Kolski, Guy André Boy, Guy Melançon, Magalie Ochs and Jean Vanderdonckt 337 365 Robotics and Artificial Intelligence................................................................... 389 Malik Ghallab and Félix Ingrand Artificial Intelligence: Philosophical and Epistemological Perspectives.......................................................................................................... Pierre Livet and Franck Varenne Artificial Intelligence and High-Level Cognition........................................... Marco Ragni 437 457 Artificial Intelligence and Literature.............................................................. 487 Tim Van de Cruys Music and Artificial Intelligence....................................................................... Patrick Saint-Dizier 503 Afterword—A Note on Other Areas inRelation with AI............................ Pierre Marquis, Odile Papini and Henri Prade 531 Epilogue: A Plea for a Unified View of Artificial Intelligence as a Science........................................................................................................... Pierre Marquis, Odile Papini and Henri Prade 535
Index...................................................................................................................... 545
Pierre Marquis · Odile Papini · Henri Prade Editors A Guided Tour of Artificial Intelligence Research 3 Interfaces and Applications of AI The 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 foun dations 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 Al with various fields, with which strong links exist either at the methodological or at the applicative levels. The fore word 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
dis ciplines are privileged places for applications of AI methods. This is also the case for bioinformatics, biological modeling and computational neurosciences. The develop ments of AI have also led to a dialogue with theoretical computer science in particu lar 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 over view 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.
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| indexdate | 2024-12-20T19:04:34Z |
| institution | BVB |
| isbn | 9783030061692 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032325161 |
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| spellingShingle | A guided tour of artificial intelligence research Anwendung (DE-588)4196864-5 gnd Schnittstelle (DE-588)4053059-0 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| subject_GND | (DE-588)4196864-5 (DE-588)4053059-0 (DE-588)4033447-8 (DE-588)4143413-4 |
| title | A guided tour of artificial intelligence research |
| title_alt | Interfaces and applications of AI |
| title_auth | A guided tour of artificial intelligence research |
| title_exact_search | A guided tour of artificial intelligence research |
| title_full | A guided tour of artificial intelligence research volume 3 Interfaces and applications of artificial intelligence Pierre Marquis, Odile Papini, Henri Prade (editors) |
| title_fullStr | A guided tour of artificial intelligence research volume 3 Interfaces and applications of artificial intelligence Pierre Marquis, Odile Papini, Henri Prade (editors) |
| title_full_unstemmed | A guided tour of artificial intelligence research volume 3 Interfaces and applications of artificial intelligence Pierre Marquis, Odile Papini, Henri Prade (editors) |
| title_short | A guided tour of artificial intelligence research |
| title_sort | a guided tour of artificial intelligence research interfaces and applications of artificial intelligence |
| topic | Anwendung (DE-588)4196864-5 gnd Schnittstelle (DE-588)4053059-0 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd |
| topic_facet | Anwendung Schnittstelle Künstliche Intelligenz Aufsatzsammlung |
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| volume_link | (DE-604)BV046915800 |
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