About: Vadalog

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The Vadalog system is a Knowledge Graph Management System (KGMS) that offers a language for performing complex logic reasoning tasks over knowledge graphs. At the same time, Vadalog delivers a platform to support the entire spectrum of data science tasks: data integration, pre-processing, statistical analysis, machine learning, algorithmic modeling, probabilistic reasoning and temporal reasoning. Its language is based on an extension of the rule-based language Datalog, Warded Datalog±, a high-performance language using an aggressive termination control strategy. Vadalog can support the entire spectrum of data science activities and tools. The system can read from and connect to multiple sources, from relational databases, such as PostgreSQL and MySQL, to graph databases, such as Neo4j, as

Attributes	Values
rdf:type	Thing language schema:Language Language Programming language programming language
rdfs:label	Vadalog (en)
rdfs:comment	The Vadalog system is a Knowledge Graph Management System (KGMS) that offers a language for performing complex logic reasoning tasks over knowledge graphs. At the same time, Vadalog delivers a platform to support the entire spectrum of data science tasks: data integration, pre-processing, statistical analysis, machine learning, algorithmic modeling, probabilistic reasoning and temporal reasoning. Its language is based on an extension of the rule-based language Datalog, Warded Datalog±, a high-performance language using an aggressive termination control strategy. Vadalog can support the entire spectrum of data science activities and tools. The system can read from and connect to multiple sources, from relational databases, such as PostgreSQL and MySQL, to graph databases, such as Neo4j, as (en)
foaf:depiction
dcterms:subject	Graph databases Declarative programming languages Logic programming languages
Wikipage page ID	71200312 (xsd:integer)
Wikipage revision ID	1118211474 (xsd:integer)
Link from a Wikipage to another Wikipage	Probabilistic reasoning Project Jupyter Prolog Scikit-learn Declarative programming Algorithm Graph databases University of Oxford Decidability (logic) Dependency graph Inference Declarative programming languages Logic programming languages SPARQL Graph database MySQL Machine learning P (complexity) Bank of Italy Data binding Data integration Data wrangling Weka (machine learning) Logic programming Logical reasoning NoSQL DBMS Database Datalog Edgar F. Codd First-order logic Isomorphism Knowledge base Knowledge graph Rule-based system Temporal logic TensorFlow TU Wien Tractable problem Application Programming Interface PostgreSQL Neo4j Ontology (information science) RDBMS RDF Schema Recursion (computer science) Semantic Web Rule Language Expressivity In-memory processing Probabilistic logic Space complexity Streaming data Technische Universität Wien Tuple-generating dependencies OWL 2 Existential quantifier
sameAs	Vadalog Vadalog
dbp:wikiPageUsesTemplate	dbt:Infobox_programming_language dbt:Math dbt:Mvar dbt:Reflist dbt:Sub
thumbnail	wiki-commons:Special:FilePath/Knowledge_graph_management_system.png?width=300
designers	University of Oxford Bank of Italy TU Wien
family	Datalog
paradigm	Declarative programming Logic programming
has abstract	The Vadalog system is a Knowledge Graph Management System (KGMS) that offers a language for performing complex logic reasoning tasks over knowledge graphs. At the same time, Vadalog delivers a platform to support the entire spectrum of data science tasks: data integration, pre-processing, statistical analysis, machine learning, algorithmic modeling, probabilistic reasoning and temporal reasoning. Its language is based on an extension of the rule-based language Datalog, Warded Datalog±, a high-performance language using an aggressive termination control strategy. Vadalog can support the entire spectrum of data science activities and tools. The system can read from and connect to multiple sources, from relational databases, such as PostgreSQL and MySQL, to graph databases, such as Neo4j, as well as make use of machine learning tools (e.g., Weka and Scikit-learn), and a web data extraction tool, OXPath. Additional Python libraries and extensions can also be easily integrated into the system. Vadalog is the result of a joint effort between University of Oxford, the Knowledge Graph Lab of Technische Universität Wien and Bank of Italy. (en)
prov:wasDerivedFrom	wikipedia-en:Vadalog?oldid=1118211474&ns=0
page length (characters) of wiki page	26764 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Vadalog
is Link from a Wikipage to another Wikipage of	Graph database Knowledge base Knowledge graph
is foaf:primaryTopic of	wikipedia-en:Vadalog

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