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Reasoning web. declarative artificial intelligence17th International Summer School 2021, Leuven, Belgium, September 8-15, 2021 : tutorial lectures /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Reasoning web. declarative artificial intelligenceedited by Mantas Simkus, Ivan Varzinczak.
其他題名:	17th International Summer School 2021, Leuven, Belgium, September 8-15, 2021 : tutorial lectures /
其他作者:	Simkus, Mantas.
團體作者:
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	ix, 185 p. :ill. (some col.), digital ;24 cm.
附註:	"As a result of the COVID-19 pandemic, Declarative AI 2021 was held as an online event"--Preface.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence
電子資源:	https://doi.org/10.1007/978-3-030-95481-9
ISBN:	9783030954819$q(electronic bk.)

Reasoning web. declarative artificial intelligence17th International Summer School 2021, Leuven, Belgium, September 8-15, 2021 : tutorial lectures /
Reasoning web. declarative artificial intelligence17th International Summer School 2021, Leuven, Belgium, September 8-15, 2021 : tutorial lectures /[electronic resource] :edited by Mantas Simkus, Ivan Varzinczak. - Cham :Springer International Publishing :2022. - ix, 185 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,131000302-9743 ;. - Lecture notes in computer science ;4891..

"As a result of the COVID-19 pandemic, Declarative AI 2021 was held as an online event"--Preface.

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.

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.

ISBN: 9783030954819$q(electronic bk.)

Standard No.: 10.1007/978-3-030-95481-9doiSubjects--Topical Terms:

252958
Artificial intelligence

LC Class. No.: Q334 / .S86 2021

Dewey Class. No.: 006.3

Reasoning web. declarative artificial intelligence17th International Summer School 2021, Leuven, Belgium, September 8-15, 2021 : tutorial lectures /
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