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Data integration approach
Ontology-based data integration involves the use of one or more ontologies to effectively combine data or information from multiple heterogeneous sources
Ontology-based data integration
Ontology-based_data_integration
Combining data from multiple sources
ontologies which explicitly define schema terms and thus help to resolve semantic conflicts. This approach represents ontology-based data integration
Data_integration
Interrelating info from diverse sources
integration Dataspaces Enterprise integration Ontology-based data integration Ontology alignment Ontology engineering Ontology matching Semantic heterogeneity
Semantic_integration
Specification of a conceptualization
an ontology encompasses a representation, formal naming, and definitions of the categories, properties, and relations between the concepts, data, or
Ontology (information science)
Ontology_(information_science)
information integration employing string metrics from open source similarity libraries. Ontology mapping Ontology-based data integration Klinov, Pavel;
Ontology_merging
Field that studies the methods and methodologies for building ontologies
ontologies, which provide structured data in, or based on, RDF, RDFS, and OWL. Ontology engineering is the design and creation of such ontologies, which
Ontology_engineering
Family of knowledge representation languages
The Web Ontology Language (OWL) is a family of knowledge representation languages for authoring ontologies. Ontologies are a formal way to describe taxonomies
Web_Ontology_Language
architecture Semantic Web Ontology-based data integration Semantic mapper Semantic translation "The Semantic Architecture Based on Cloud Native Implementation:
Semantic_architecture
Artificial intelligence project
generation tools, and Java-based interfaces for knowledge editing and querying. It contains a system for ontology-based data integration. In 2001, GlaxoSmithKline
Cyc
Process of defining correspondences and transformations between data models
data elements as well as transformations such as conversion, concatenation, lookup, or restructuring. Data mapping is used in data integration, data migration
Data_mapping
Philosophical study of being
and the integration of findings from natural science. Formal ontology investigates the most abstract features of objects, while applied ontology utilizes
Ontology
Representational model in metaphysics and information science
Often such ontologies take advantage of the benefits of an upper ontology. Planning software can be used to perform plan generation based on the formal
Process_ontology
Ontological framework for conceptual models
embodies the ontology's theoretical constructs. UFO's development is deeply rooted in philosophical ontology, integrating insights from formal ontology, cognitive
Unified_Foundational_Ontology
Top-level ontology by Barry Smith
through a process of downward population. BFO is a formal ontology. The structure of BFO is based on a division of entities into two disjoint categories
Basic_Formal_Ontology
Representation of anatomical structures
One of the uses of this ontology is to integrate data from different biological databases, and other species-specific ontologies such as the Foundational
Uberon
Approach in data science
Reference Ontology) is an approach to developing ontological or semantic models for large complex operational applications that consists of a top ontology as
BORO
Process of determining correspondences between concepts in ontologies
concepts are expressed as labels for data. Historically, the need for ontology alignment arose out of the need to integrate heterogeneous databases, ones developed
Ontology_alignment
Type of knowledge base
easily store data as entities and their interrelationships, and facilitate operations such as data reasoning, node embedding, and ontology development
Knowledge_graph
Ontology applicable across domains of knowledge
information science, an upper ontology (also known as a top-level ontology, upper model, or foundation ontology) is an ontology (in the sense used in information
Upper_ontology
Bioinformatics initiative
Gene Ontology focuses on the function of the genes and gene products. The GO also extends the effort by using a markup language to make the data (not
Gene_Ontology
Open-source information repository
sample of facts. To integrate it to the linked data cloud, YAGO has been linked to the DBpedia ontology and to the SUMO ontology. YAGO3 is provided in
YAGO_(database)
Type of dictionary
geopolitical ontology is an ontology developed by the Food and Agriculture Organization of the United Nations (FAO) to describe, manage and exchange data related
Geopolitical_ontology
reached that meets the semantic integration requirements. This approach is based on research on community-based ontology engineering that is validated in
Business_semantics_management
Standard for data integration
for data integration, sharing, exchange, and hand-over between computer systems. The title, "Industrial automation systems and integration—Integration of
ISO_15926
Collaborative development organization
Foundry ontologies have also been integrated to the Wikidata knowledge graph. This has led to the integration of OBO structured ontologies to data from other
OBO_Foundry
Manipulation of data before it is analyzed
Jose Crespo (2006). OntoDataClean: Ontology-Based Integration and Preprocessing of Distributed Data. Biological and Medical Data Analysis. Springer Berlin
Data_preprocessing
Abstract representation of an organization
part of an enterprise with process models, data models, resource models and/or new ontologies etc. It is based on knowledge about the enterprise, previous
Enterprise_modelling
Uniquely identifies national and EU laws
The European Legislation Identifier (ELI) ontology is a vocabulary for representing metadata about national and European Union (EU) legislation. It is
European Legislation Identifier
European_Legislation_Identifier
2018). "FoodOn: a harmonized food ontology to increase global food traceability, quality control and data integration". npj Science of Food. 2 (1): 23
List of OBO Foundry ontologies
List_of_OBO_Foundry_ontologies
Extension of the Web to facilitate data exchange
data machine-readable. To enable the encoding of semantics with the data, technologies such as Resource Description Framework (RDF) and Web Ontology Language
Semantic_Web
may be inferred between data according to rules specified in domain ontologies. Big data Expert system Knowledge base Ontology Sujansky, Walter (August
Heterogeneous_database_system
Software framework for knowledge management
portal Data integration Data management Drupal Enterprise information integration Knowledge organization Linked data Middleware Ontology-based data integration
Open_Semantic_Framework
Transformation aided by semantic equivalence statements within a controlled vocabulary.
for integration. VBT allows computer systems integrators to more automatically "look up" the definitions of data elements in a centralized data dictionary
Vocabulary-based transformation
Vocabulary-based_transformation
Field of artificial intelligence
formal knowledge (reusing identifiers or ontologies) or the generation of a schema based on the source data. The RDB2RDF W3C group was standardizing a
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
The semantic spectrum, sometimes referred to as the ontology spectrum, the smart data continuum, or semantic precision, is in linguistics, a series of
Semantic_spectrum
Database model
A semantic data model (SDM) is a high-level semantics-based database description and structuring formalism (database model) for databases. This database
Semantic_data_model
and integrating across various disciplines such as knowledge-based NLP, curation and ontology, systems and mathematical biology by reading research abstracts
Big_Mechanism
Geospatial and graph component of Oracle Database
and linked open data applications. Its features include: An RDF triple store and ontology management with automatic partitioning and data compression. Proven
Oracle_Spatial_and_Graph
Database process
the actual pairs have been matched. Data integration Dataspaces Federated database system Minimal mappings Ontology alignment Schema crosswalk Kim, W.
Schema_matching
in the context of data integration using Shape Expressions, in the development of standards for mapping ontologies or on integration of LLMs into biocuration
LinkML
Type of data modeling language
Integration Definition for Information Modeling (IDEF1X) is a data modeling language for the development of semantic data models. IDEF1X is used to produce
IDEF1X
Creation of knowledge from structured and unstructured sources
formal knowledge (reusing identifiers or ontologies) or the generation of a schema based on the source data. The RDB2RDF W3C group was standardizing a
Knowledge_extraction
Concept in natural language processing
Networks applicable to ontology consider properties (content) of nodes consider types (content) of relations based on eTVSM based on Resnik's similarity
Semantic_similarity
Informatics of nanomaterials
specified. The nanoinformatics infrastructure includes ontologies for nanomaterials, file formats, and data repositories. Nanoinformatics has applications for
Nanoinformatics
Technique in computer science
resource discovery, data integration, data migration, query translation, peer-to-peer networks, agent communication, schema, and ontology merging. Its use
Semantic_matching
Electrical power standard
currently maintained as a UML model. It defines a common vocabulary and basic ontology. CIM models the network itself using the 'wires model'. It describes the
Common Information Model (electricity)
Common_Information_Model_(electricity)
ontology. Besides data integration, UMBEL has been used to aid concept search, concept definitions, query ranking, ontology integration, and ontology
UMBEL
Knowledge representation language
system, an ontology based virtual research environment for managing primary research data in the area of cultural heritage as linked data. "ISO 21127:2023
CIDOC Conceptual Reference Model
CIDOC_Conceptual_Reference_Model
Open-source software
NEPOMUK (Networked Environment for Personal, Ontology-based Management of Unified Knowledge) is an open-source software specification that is concerned
NEPOMUK_(software)
American philosopher
et al., "The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration", Nature Biotechnology 25, 1251-1255 (2007). doi:10
Barry_Smith_(ontologist)
Metric that measures the distance between two strings of text
detection, ontology merging, DNA analysis, RNA analysis, image analysis, evidence-based machine learning, database data deduplication, data mining, incremental
String_metric
Short name of a vocabulary for lexical resources in the web of data
lexical resources in the web of data (OntoLex-Lemon) and the short name of the W3C community group that created it (W3C Ontology-Lexica Community Group). The
OntoLex
Open-standard modeling language for systems engineering
with an ontology to capture information. SysML is mainly constructs and has a limited ontology, while DoDAF MetaModel 2.0 (DM2) only has an ontology. Instead
Lifecycle_Modeling_Language
(2007). "Ontology-Assisted Database Integration to Support Natural Language Processing and Biomedical Data-mining." Journal of Integrative Bioinformatics
Integrative_bioinformatics
Family of modeling languages
modeling IDEF1X: Data modeling IDEF2: Simulation model design IDEF3: Process description capture IDEF4: Object-oriented design IDEF5: Ontology description
IDEF
US-based software and services company
PAL-ən-TEER) is an American publicly traded company that develops data integration and analytics software. Palantir is headquartered in Miami, Florida
Palantir
Creating a model of the data in a system
vendor software Integration of existing databases The overall goal of semantic data models is to capture more meaning of data by integrating relational concepts
Data_modeling
Process used to define the rules and ontologies required for a knowledge-based system
acquisition is the process used to define the rules and ontologies required for a knowledge-based system. The phrase was first used in conjunction with
Knowledge_acquisition
American philosopher and ontologist
Junguk (2020). "CIDO, a community-based ontology for coronavirus disease knowledge and data integration". Scientific Data. 7 (1). doi:10.1038/s41597-020-0523-6
John_Beverley_(ontologist)
Open-access, integrated ontology
2007). "The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration". Nature Biotechnology. 25 (11): 1251–5. doi:10.1038/nbt1346
Ontology for Biomedical Investigations
Ontology_for_Biomedical_Investigations
Practice for controlling corporate data
overall master data management program. Business semantics management Customer data integration Data governance Data integration Data steward Data visualization
Master_data_management
Methods in artificial intelligence research
applications such as knowledge-based systems (in particular, expert systems), symbolic mathematics, automated theorem provers, ontologies, the semantic web, and
Symbolic artificial intelligence
Symbolic_artificial_intelligence
Concept in information technology
By creating a proto-ontology with metadata-enriched entries, Blois anticipated modern vocabulary-based data exchange and ontologies, as described in his
Semantic_interoperability
Database modeling method
Foundational Integration Modelling Architecture." Data Vault 2.0 is a newer conception (2013) and incorporates NoSQL, unstructured, semi-structured integration, and
Data_vault_modeling
Indian-American computer scientist
first researchers to utilize description logic-based ontologies for schema and information integration and he was the first to deliver a keynote about
Amit_Sheth
Database on Drosophilidae genetics
allow navigation of FlyBase through DNA or protein sequence, by gene or mutant name, or through terms from the several ontologies used to capture functional
FlyBase
Use of bioinformatic methods to correlate proteins with biofunctions
happens to or through a protein". The Gene Ontology Consortium provides a useful classification of functions, based on a dictionary of well-defined terms divided
Protein_function_prediction
Application of semantic web for social interactions
set of ontology engineers or ontologists could manually analyze the tags created by the users and by using this data, create a more sound ontology. The
Social_Semantic_Web
Multi-paradigm programming language
representing ontologies due to its integration of logic, functional and imperative styles of programming. The following example illustrates the "ontology-oriented"
Go!_(programming_language)
concepts. Data integration Data mapping Enterprise information integration Heterogeneous database system Interoperability Ontology-based data integration Schema
Semantic_heterogeneity
ISO standard regarding industrial automation systems and integration
Implementation resources: OntoML: Ontology Markup Language. This part specifies an XML based exchange structure of ISO 13584-25 compliant data. It provides for exchanging:
ISO_13584
Software able to infer logical consequences
semantic-web rule engine which supports data integration via SPARQL queries and type systems (RDFS, OWL ontologies as type system). DIP, Defeasible-Inference
Semantic_reasoner
2007). "The OBO Foundry: coordinated evolution of ontologies to support biomedical data integration". Nat. Biotechnol. 25 (11): 1251–5. doi:10.1038/nbt1346
National Center for Biomedical Ontology
National_Center_for_Biomedical_Ontology
Standard of Object Management Group
technology — XML Metadata Interchange (XMI) Common Warehouse Metamodel Web Ontology Language Generic Modeling Environment (GME) Eclipse Modeling Framework
XML_Metadata_Interchange
Athey, Brian; Watson, Stanley J; Meng, Fan (2009). "Open Biomedical Ontology-based Medline exploration". BMC Bioinformatics. 10 (Suppl 5): S6. doi:10
National Center for Integrative Biomedical Informatics
National_Center_for_Integrative_Biomedical_Informatics
Extensive subject of Management accounting
technologies, such as ontology-based knowledge bases, contribute to the development of enterprise data fabrics by facilitating data integration and improving
Risk_accounting
Computational lexicon of English
the case when, for example, the top-level ontology of WordNet was restructured according to the OntoClean-based approach, or when it was used as a primary
WordNet
Web site managed by the UN FAO
vocabularies like the Geopolitical ontology and Fisheries Ontologies[link removed]. The Geopolitical ontology is used to facilitate data exchange and sharing in
Agricultural Information Management Standards
Agricultural_Information_Management_Standards
Formal language for describing data models
(RDFS), Web Ontology Language (OWL) and SHACL (Shapes Constraint Language) are ontology languages that are used to describe RDF data. The RDF data model is
Resource Description Framework
Resource_Description_Framework
Echinoderm genomic database
Echinobase offers two levels of integration for supported echinoderm species. Full support includes full genome integration in the database, including gene
Echinobase
conceptual and technical support to make interoperable enterprises using ontologies and semantic annotations, following model driven development (MDD) principles
Model-driven_interoperability
media data. W3C forum has undertaken the initiative of standardizing the ontology representation for web-based applications. The Web Ontology Language
Multimedia Web Ontology Language
Multimedia_Web_Ontology_Language
Format for expressing RDF statements in HTML documents
and various XML-based document types for embedding rich metadata within web documents. The Resource Description Framework (RDF) data-model mapping enables
RDFa
Data analysis tool for controlled vocabulary management and exploration.
Force Command and Control Integration Center Controlled vocabulary Data dictionary Data element Folksonomy Metadata Ontology (computer science) https://onesource
Vocabulary_OneSource
Programming language
project, the language is used as a rule-based backbone for distributed web applications in biomedical data integration, in particular, the GoPubMed system
Prova
Russian-born American computer scientist
help search engines in scanning existing data sets. Noy is best known for her work on the Protégé ontology editor and the Prompt alignment tool, for
Natasha_Noy
equivalence Metadata Vocabulary-based transformation Web Ontology Language (OWL) World Wide Web OWL Language Reference Universal Data Element Framework Web Site
Semantic_equivalence
Intelligence in machines
things in the world. A knowledge base is a body of knowledge represented in a form that can be used by a program. An ontology is the set of objects, relations
Artificial_intelligence
American computer scientist
World Wide Web. Her fields of expertise include interdisciplinary data integration, artificial intelligence, specifically in knowledge representation
Deborah_McGuinness
Software engineering concept
Wang, Xiao Hang; Zhang, D. Qing; Gu, Tao; Pung, Hung Keng (2004). "Ontology based context modeling and reasoning using OWL". Proceedings of the Second
Context_model
Bioinformatics association
computer scientists, and data analysts that aims to facilitate biological and biomedical discovery through data integration. The approach of FGED was
FGED_Society
Non-profit organization
Integrating the Healthcare Enterprise (IHE) is a non-profit organization based in the US state of Illinois. It sponsors an initiative by the healthcare
Integrating the Healthcare Enterprise
Integrating_the_Healthcare_Enterprise
conversion of XML data from one data model to a second data model using formal ontologies for each system such as the Web Ontology Language (OWL). This is frequently
Semantic_translation
structured collection of data and tools that make biomedical knowledge exploration more efficient and effective. Mondo ontology is product of the Monarch
The_Monarch_Initiative
Karhela, Tommi; Villberg, Antti; Niemistö, Hannu (2012). "Open Ontology-Based Integration Platform for Modeling and Simulation in Engineering". International
Simantics_System_Dynamics
Artificial intelligence data structure
Knowledge". Frames are the primary data structure used in artificial intelligence frame languages; they are stored as ontologies of sets. Frames are also an
Frame (artificial intelligence)
Frame_(artificial_intelligence)
German-American computer scientist
Kunal Verma, Peter Z. Yeh, Ontology Alignment for Linked Open Data. Hitzler is also one of the authors of the OWL 2 Web Ontology Language Primer, which is
Pascal_Hitzler
improved data standardization and development of associated ontologies. Specifically, this should include the open access development and integration of transcription
Open Regulatory Annotation Database
Open_Regulatory_Annotation_Database
data that are unstructured, semi-structured as well as structured,... Semantic Computing extends Semantic Web (in the narrow sense of ontology-based augmentation
Semantic_computing
Extremely large or complex datasets
of the State of the Art in Data Mining and Integration Query Languages". 2011 14th International Conference on Network-Based Information Systems. IEEE
Big_data
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ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
ONTOLOGY BASED-DATA-INTEGRATION
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