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Reasoning Web. Declarative Artificial Intelligence: 17th International Summer School 2021, Leuven, Belgium, September 8–15, 2021, Tutorial Lectures: Lecture Notes in Computer Science, cartea 13100

Editat de Mantas Šimkus, Ivan Varzinczak
en Limba Engleză Paperback – feb 2022
The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications. It is primarily intended for postgraduate students, postdocs, young researchers, and senior researchers wishing to deepen their knowledge. As in the previous years, lectures in the summer school were given by a distinguished group of expert lecturers. The broad theme of this year's summer school was again “Declarative Artificial Intelligence” and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures were presented during the school: Foundations of Graph Path Query Languages; On Combining Ontologies and Rules; Modelling Symbolic Knowledge Using Neural Representations; Mining the Semantic Web with Machine Learning: Main Issues That Need to Be Known; Temporal ASP: From Logical Foundations to Practical Use with telingo; A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs; and Score-Based Explanations in Data Management and Machine Learning.

 
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Specificații

ISBN-13: 9783030954802
ISBN-10: 3030954803
Pagini: 185
Ilustrații: IX, 185 p. 33 illus., 9 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.28 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI

Locul publicării:Cham, Switzerland

Cuprins

Foundations of Graph Path Query Languages.- On Combining Ontologies and Rules.- Modelling Symbolic Knowledge using Neural Representations.- Mining the Semantic Web with Machine Learning: main issues that need to be known.- Temporal ASP: from logical foundations to practical use with telingo.- A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs.- Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach to Counterfactual Analysis.

Notă biografică

Mantas Šimkus, TU Wien, Vienna, Austria
Ivan Varzinczak, Centre de Recherche en Informatique de Lens (CRIL) and Université de Artois and CNRS, Lens, France

Textul de pe ultima copertă

The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications. It is primarily intended for postgraduate students, postdocs, young researchers, and senior researchers wishing to deepen their knowledge. As in the previous years, lectures in the summer school were given by a distinguished group of expert lecturers. The broad theme of this year's summer school was again “Declarative Artificial Intelligence” and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures were presented during the school: Foundations of Graph Path Query Languages; On Combining Ontologies and Rules; Modelling Symbolic Knowledge Using Neural Representations; Mining the Semantic Web with Machine Learning: Main Issues That Need to Be Known; Temporal ASP: From Logical Foundations to Practical Use with telingo; A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs; and Score-Based Explanations in Data Management and Machine Learning.

Caracteristici

Useful for students, researchers, and practitioners engaged with Declarative Artificial Intelligence Thoroughly revised tutorials cover various aspects of ontological reasoning and related issues Lecturers are known experts in this field