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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
Abstract model
A data model is an abstract model that organizes elements of data and standardizes how they relate to one another and to the properties of real-world
Data_model
Creating a model of the data in a system
data model may require multiple logical data models. The last step in data modeling is transforming the logical data model to a physical data model that
Data_modeling
Theoretical framework
modeling method, used to produce a type of conceptual schema or semantic data model of a system, often a relational database, and its requirements in
Conceptual_model
Data modeling construct
A semantic triple, or RDF triple or simply triple, is the atomic data entity in the Resource Description Framework (RDF) data model. As its name indicates
Semantic_triple
Extension of the Web to facilitate data exchange
(W3C). The goal of the Semantic Web is to make Internet data machine-readable. To enable the encoding of semantics with the data, technologies such as
Semantic_Web
Wiki that implements semantic web
A semantic wiki is a wiki that has an underlying model of the knowledge described in its pages. Regular, or syntactic, wikis have structured text and untyped
Semantic_wiki
Type of data modeling language
Information Modeling (IDEF1X) is a data modeling language for the development of semantic data models. IDEF1X is used to produce a graphical information model which
IDEF1X
Tool or service to match meanings across namespaces
A semantic mapper is tool or service that aids in the transformation of data elements from one namespace into another namespace. A semantic mapper is
Semantic_mapper
Knowledge base that represents semantic relations between concepts in a network
A semantic network, or frame network is a knowledge base that represents semantic relations between concepts in a network. This is often used as a form
Semantic_network
Protocol for communicating between LLMs and applications
Mark (March 5, 2025). "Integrating Model Context Protocol Tools with Semantic Kernel: A Step-by-Step Guide". Semantic Kernel Dev Blog, Microsoft. Retrieved
Model_Context_Protocol
Method for analyzing semantic data
decomposition), probabilistic latent semantic analysis is based on a mixture decomposition derived from a latent class model. Considering observations in the
Probabilistic latent semantic analysis
Probabilistic_latent_semantic_analysis
Text-based topic extraction method
modeling is a frequently used text mining tool for discovering hidden semantic features and structures in a text. The topics produced by topic models
Topic_model
Semantic translation is the process of using semantic information to aid in the translation of data in one representation or data model to another representation
Semantic_translation
Database used to store info on hardware and software assets
those of a relational data model and a semantic data model. Relational data models are based on first-order predicate logic and all data is represented in
Configuration management database
Configuration_management_database
Manipulation of data before it is analyzed
regards to semantic data mining and semantic pre-processing, ontologies are a way to conceptualize and formally define semantic knowledge and data. The Protégé
Data_preprocessing
Contextual queries
semantic search as a set of techniques for retrieving knowledge from richly structured data sources like ontologies and XML as found on the Semantic Web
Semantic_search
Type of memory referring to general world knowledge
Semantic memory refers to general world knowledge that humans have accumulated throughout their lives. This general knowledge (word meanings, concepts
Semantic_memory
Structured data and method for its publication
linked data is structured data which is associated with ("linked" to) other data. Interlinking makes the data more useful through semantic queries.
Linked_data
File system prioritizing associative access
Semantic file systems are file systems used for information persistence which structure the data according to their semantics and intent, rather than their
Semantic_file_system
File format for encoding linked data
(2014-01-22). "JSON-LD and Why I Hate the Semantic Web". The Beautiful, Tormented Machine. "JSON for Linking Data Community Group". json-ld.org. "RDF Working
JSON-LD
Standardised data model for information exchange
common data model. The Microsoft Common Data Model is a collection of many standardised extensible data schemas with entities, attributes, semantic metadata
Common_data_model
Technology to help machines understand data
ultimate goal of semantic technology is to help machines understand data. Well-known technologies that enable the encoding of semantics in data include the
Semantic_technology
Statistical model of language
falls, Spain mainly, falls on, mainly the, and on plain. In skip-gram model, semantic relations between words are represented by linear combinations, capturing
Language_model
instruments as well as semantic data models and data utilities. She is known for her pioneering work on a semantic data model for financial instruments
Marcelle_von_Wendland
Model or diagram describing interrelated things
the prior candidate "semantic modelling languages"."UML as a Data Modeling Notation, Part 2" Peter Chen, the father of ER modeling said in his seminal
Entity–relationship_model
Format for expressing RDF statements in HTML documents
metadata within web documents. The Resource Description Framework (RDF) data-model mapping enables the use of RDFs for embedding RDF subject-predicate-object
RDFa
A semantic grid is an approach to grid computing in which information, computing resources and services are described using the semantic data model. In
Semantic_grid
Technique in natural language processing
Latent semantic analysis (LSA) is a technique in natural language processing, in particular distributional semantics, of analyzing relationships between
Latent_semantic_analysis
Process of identifying structural vulnerabilities
highest semantic levels of the DML model. This is followed by the TTP (Tactics, Techniques and Procedures) which represent intermediate semantic levels
Threat_model
Type of machine learning model
large relative to the computational and data constraints of their time. In the early 1990s, IBM's statistical models pioneered word alignment techniques for
Large_language_model
Practice for controlling corporate data
accuracy, stewardship, semantic consistency, and accountability of the enterprise's official shared master data assets. Data consistency and accuracy:
Master_data_management
Data management process
supports extension of the semantic expression capabilities without modifying the schema Semantic verification – Whether supports semantic verification of the
Data_exchange
(search engine) Google Scholar Internet Archive Scholar Library of Congress Semantic Scholar Apache Solr Jumper 2.0: Universal search powered by Enterprise
List_of_search_engines
Model for representing text documents
Space Model for Text Retrieval Based on Semantic Relatedness (PDF), EACL ACM Waitelonis, Jörg; Exeler, Claudia; Sack, Harald (2015-09-11), Linked Data enabled
Vector_space_model
Process supporting machine learning
annotation include classification, bounding boxes, semantic segmentation, and keypoint annotation. Data annotation is used in AI-driven fields, including
Data_annotation
Type of knowledge base
entities. Since the development of the Semantic Web, knowledge graphs have often been associated with linked open data projects, focusing on the connections
Knowledge_graph
Semantic computing is a field of computing that combines elements of semantic analysis, natural language processing, data mining, knowledge graphs, and
Semantic_computing
Concept in natural language processing
semantic relatedness between units of language (e.g., words, sentences) can also be estimated using statistical means such as a vector space model to
Semantic_similarity
Type of large language model
whether to use a faster model or slower reasoning model based on task. A foundation model is an AI model trained on broad data at scale such that it can
Generative pre-trained transformer
Generative_pre-trained_transformer
Type of database that uses vectors to represent other data
of data in vector space. Vector databases typically implement approximate nearest neighbor algorithms so users can search for records semantically similar
Vector_database
Field of linguistics
categorizing semantic similarities between linguistic items based on their distributional properties in large samples of language data. The basic idea
Distributional_semantics
Formal language for describing data models
unrelated to Semantic Web activity. A collection of RDF statements intrinsically represents a labeled, directed multigraph. This makes an RDF data model better
Resource Description Framework
Resource_Description_Framework
Topics referred to by the same term
technique in which graphical models are used to help school students learn vocabulary Semantic mapping, the transformation of data elements from one namespace
Semantic_mapping
Architectural style for client-server applications
2023-01-29. Ivan Salvadori, Frank Siqueira (June 2015). "A Maturity Model for Semantic RESTful Web APIs". Conference: Web Services (ICWS), 2015 IEEE International
REST
Method in natural language processing
generation of semantic space models is the vector space model for information retrieval. Such vector space models for words and their distributional data implemented
Word_embedding
Specification of a conceptualization
(SBO), for computational models in biology SWEET, Semantic Web for Earth and Environmental Terminology SSN/SOSA, The Semantic Sensor Network Ontology (SSN)
Ontology (information science)
Ontology_(information_science)
American software company
multi-model NoSQL database that has evolved from its XML database roots to also natively store JSON documents and RDF triples for its semantic data model.
MarkLogic
Interrelating info from diverse sources
heterogeneous data sources, which may conflict not only by structure but also context or value. In enterprise application integration (EAI), semantic integration
Semantic_integration
Aspect of information processing
implicitly derived information based on syntactic, semantic and structural information contained in data. They are designed to deliver precise results (possibly
Semantic_query
The Linked Data Modeling Language, or LinkML, is a data modeling framework based on YAML that aims to "bring semantic web standards to the masses, simplifying
LinkML
Computer interface design concept
the semantic desktop is a collective term for ideas related to changing a computer's user interface and data handling capabilities so that data are more
Semantic_desktop
Database model
The relational model (RM) is an approach to managing data using a structure and language consistent with first-order predicate logic, first described in
Relational_model
Business analytics service by Microsoft
use data that has been transformed similarly. Power BI Semantic Model A Power BI Semantic Model (formerly Dataset) can work as a collection of data for
Microsoft_Power_BI
define some fundamental semantic units, at "atomic" and "molecular" levels, for data modelling. Codd writes: "the result is a model with a richer variety
Relational_Model/Tasmania
Degradation of AI models trained on synthetic data
machine learning models gradually degrade due to errors coming from uncurated synthetic data, or due to training on the outputs of another model such as prior
Model_collapse
Non-hierarchical interaction of overlapping document markup entities
strictly a markup language itself, is a general data model for non-hierarchical markup. RDF is a semantic data model that is linearization-independent, and it
Overlapping_markup
Combining data from multiple sources
add new data sources to a (stable) mediated schema. As of 2010[update], some of the work in data integration research concerns the semantic integration
Data_integration
Field of artificial intelligence
Logico-linguistic modeling Mind map – Diagram to visually organize information Semantic technology – Technology to help machines understand data Valuation-based
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
Unused memory in a computer system
and data which are not garbage are said to be live. Casually stated, syntactic garbage is data that cannot be reached, and semantic garbage is data that
Garbage_(computer_science)
Geospatial and graph component of Oracle Database
Data Model (NDM) graphs used in traditional network applications in major transportation, telcos, utilities and energy organizations and RDF semantic
Oracle_Spatial_and_Graph
Embedding of data within a manifold based on a similarity function
topology Clustering algorithm Intrinsic dimension Latent semantic analysis Latent variable model Ordination (statistics) Manifold hypothesis Nonlinear dimensionality
Latent_space
Natural language processing task
underpinned semantic parsing have been rethought, leading to a substantial change in the models employed for semantic parsing. Though Semantic neural network
Semantic_parsing
Notation expressing information under a rule set
A modeling language is a notation for expressing data, information or knowledge or systems in a structure that is defined by a consistent set of rules
Modeling_language
users to be abstracted from the representation of the data, supporting the automatic semantic matching between queries and databases. Schema-agnosticism
Schema-agnostic_databases
Academic journal
and covers the foundations and applications of semantic web technologies, knowledge graph, and linked data. The journal uses an open peer-review process
Semantic_Web_(journal)
semantic data driven technique. All the data in the Simantics platform database is described using semantic data models and ontologies. In addition to the
Simantics_System_Dynamics
International Semantic Web Conference (ISWC) is a series of academic conferences and the premier international forum for the Semantic Web, Linked Data and Knowledge
International Semantic Web Conference
International_Semantic_Web_Conference
Semantic spacetime is a conceptual framework for agent-based modelling of spacetime, based on Promise Theory. Initially described as a model of computer
Semantic_spacetime
Models used to produce word embeddings
quality of a word2vec model which draws on the semantic and syntactic patterns discussed above. They developed a set of 8,869 semantic relations and 10,675
Word2vec
Network that allows computers to share resources and communicate with each other
free space. In the OSI model, the software to handle the media is defined at layers 1 and 2 — the physical layer and the data link layer. Common examples
Computer_network
Publishing on the Semantic Web
search and data integration more efficient. Although semantic publishing is not specific to the Web, it has been driven by the rising of the semantic web. In
Semantic_publishing
Finding information for an information need
model Generalized vector space model (Enhanced) Topic-based Vector Space Model Extended Boolean model Latent semantic indexing a.k.a. latent semantic
Information_retrieval
Family of knowledge representation languages
RDF – Formal language for describing data models Semantic technology – Technology to help machines understand data Agris: International Information System
Web_Ontology_Language
Technique for the generative modeling of a continuous probability distribution
model models data as generated by a diffusion process, whereby a new datum performs a random walk with drift through the space of all possible data.
Diffusion_model
Data integration approach
structural heterogeneity. Semantic heterogeneity: differences in interpretation of the 'meaning' of data are source of semantic heterogeneity System heterogeneity:
Ontology-based data integration
Ontology-based_data_integration
Database using graph structures for queries
database that uses graph structures for semantic queries with nodes, edges, and properties to represent and store data. A key concept of the system is the
Graph_database
publishing Semantic spectrum Semantic web Synonym ring US Department of Defense Data Reference Model US Federal Enterprise Architecture Program Data Reference
Data_Reference_Model
This approach provides a framework for modelling how language data is processed by the neocortex. Semantic folding theory draws inspiration from Douglas
Semantic_folding
Concept in information technology
Semantic interoperability is the ability of computer systems to exchange data with unambiguous, shared meaning. Semantic interoperability is a requirement
Semantic_interoperability
Data about other data
11179 Part-3, the information objects are data about Data Elements, Value Domains, and other reusable semantic and representational information objects
Metadata
Requirements and test methods EN 16931-1: Electronic Invoicing - Semantic data model of the core elements of an electronic invoice EN 17092: Protective
List_of_EN_standards
Tasks in machine learning
predictions on data. Such algorithms function by making data-driven predictions or decisions, through building a mathematical model from input data. These input
Training, validation, and test data sets
Training,_validation,_and_test_data_sets
Technical committee for electronic invoicing standards
434 has the following working groups (WGs): CEN/TC 434/WG 1 Core semantic data model CEN/TC 434/WG 3 Syntax bindings CEN/TC 434/WG 4 Guidelines at transmission
CEN/TC_434
Software development process
CubicWeb, an open source semantic web framework entirely driven by a data model. High-level directives allow to refine the data model iteratively, release
Domain-driven_design
Overview of and topical guide to machine learning
Probabilistic latent semantic analysis Probabilistic soft logic Probability matching Probit model Product of experts Programming with Big Data in R Proper generalized
Outline_of_machine_learning
Open standard process model
standard process for data mining, known as CRISP-DM, is an open standard process model that describes common approaches used by data mining experts. It
Cross-industry standard process for data mining
Cross-industry_standard_process_for_data_mining
Database for storage and retrieval of triples
database for the storage and retrieval of triples through semantic queries. A triple is a data entity composed of subject–predicate–object, like "Bob is
Triplestore
Function modeling methodology for describing manufacturing functions
program enhanced the IDEF1 information modeling technique to form IDEF1X (IDEF1 Extended), a semantic data modeling technique. By the 1990s, IDEF0 and IDEF1X
IDEF0
Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions
Data_analysis
Item of metadata attached to a document
machine-readable semantic information, as in the semantic web. This includes CSV and XLS. The process of assigning semantic annotations to tabular data is referred
Annotation
Dutch computer scientist (born 1938)
that: The debate is irrelevant for semantic data modeling. Now, years later, the debate on semantic data modeling is indeed concerned with issues quite
G._M._Nijssen
Overview of and topical guide to databases
Entity–attribute–value model – Online analytical processing § Multidimensional databases – Semantic data model – Star schema – is the simplest style of data warehouse
Outline_of_databases
accepted the notion that useful data sharing is not possible without formal semantic data models of the context the data describes. Within their respective
Integrated Computer-Aided Manufacturing
Integrated_Computer-Aided_Manufacturing
Software company
largest semantic technology companies world-wide. Ontotext GraphDB, formerly OWLIM, is an RDF triplestore optimized for metadata and master data management
Ontotext
Specification for metadata in web pages
removed it in version 49. Semantic web Microformat RDFa Lite JSON-LD CP/LD (Content Profile/Linked Document) Semantic HTML Semantic social network "Microdata
Microdata_(HTML)
Process in natural language processing
In natural language processing, semantic role labeling (also called shallow semantic parsing or slot-filling) is the process that assigns labels to words
Semantic_role_labeling
Machine learning technique
(high reward) or bad (low reward) based on ranking data collected from human annotators. This model then serves as a reward function to improve an agent's
Reinforcement learning from human feedback
Reinforcement_learning_from_human_feedback
Knowledge organization system
of constraints that can be used to guarantee or check the semantic validity of topic maps data for a particular domain. (Somewhat like database constraints
Topic_map
Flaw in mathematical modelling
therefore fail to fit to additional data or predict future observations reliably. An overfitted model is a mathematical model that contains more parameters
Overfitting
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Girl/Female
Hindu, Indian, Kannada, Malayalam, Marathi, Sanskrit, Telugu
A White Rose
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Girl/Female
Hindu
Parting line, A white rose
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
Girl/Female
Arabic, Muslim
Al-ameeh was a Great Worshipper who Worshipped Long in the Night Sometimes
Boy/Male
Indian, Punjabi, Sanskrit, Sikh
Without Greed
Boy/Male
Tamil
King of the empire
Girl/Female
Muslim
Gentle, Patient
Boy/Male
Hindu, Indian, Kannada, Marathi, Tamil, Telugu, Traditional
Another Name for Lord Murugan
Boy/Male
Hindu, Indian, Marathi
Full of Strength
Girl/Female
Hindu
Queen of the earth
Girl/Female
Tamil
Golden
Boy/Male
Tamil
Boy/Male
Muslim
Peace. Peaceful. Very safe.
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
SEMANTIC DATA-MODEL
a.
Of or pertaining to romance; involving or resembling romance; hence, fanciful; marvelous; extravagant; unreal; as, a romantic tale; a romantic notion; a romantic undertaking.
a.
Characterized by strangeness or variety; suggestive of adventure; suited to romance; wild; picturesque; -- applied to scenery; as, a romantic landscape.
a.
Of or pertaining to the style of the Christian and popular literature of the Middle Ages, as opposed to the classical antique; of the nature of, or appropriate to, that style; as, the romantic school of poets.
n.
The fruit of the date palm; also, the date palm itself.
pl.
of Datum
a.
Entertaining ideas and expectations suited to a romance; as, a romantic person; a romantic mind.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
a.
Of or pertaining to the body as a whole; corporeal; as, somatic death; somatic changes.
a.
Of or pertaining to the wall of the body; somatopleuric; parietal; as, the somatic stalk of the yolk sac of an embryo.
n. pl.
See Datum.
a.
Somatic.
a.
Romantic.
n.
A Semitic idiom; a word of Semitic origin.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
a.
Alt. of Semiotic
a.
Falsely romantic.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
a.
Romantic.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
a.
Learned; pedantic; affected.