Everything about Semantic data model
Database model
A semantic data model (SDM) is a high-level semantics-based database description and structuring formalism for databases. This database model is designed to capture more of the meaning of an application environment than is possible with contemporary database models. An SDM specification describes a database in terms of the kinds of entities that exist in the application environment, the classifications and groupings of those entities, and the structural interconnections among them. SDM provides a collection of high-level modeling primitives to capture the semantics of an application environment. By accommodating derived information in a database structural specification, SDM allows the same information to be viewed in several ways; this makes it possible to directly accommodate the variety of needs and processing requirements typically present in database applications. The design of the present SDM is based on our experience in using a preliminary version of it. SDM is designed to enhance the effectiveness and usability of database systems. An SDM database description can serve as a formal specification and documentation tool for a database; it can provide a basis for supporting a variety of powerful user interface facilities, it can serve as a conceptual database model in the database design process; and, it can be used as the database model for a new kind of database management system. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Semantic data modelA 5-minute orientation
- Skim a recent paper: A survey on semantic data management as intersection of ontology-based data access, semantic modeling and data lakesInfluential work since 2022
- Pick up a classic book: Handbook of latent semantic analysisThe most-reprinted book on the subject
- Read the landmark paper: Semantic data modelsCited 373 times
- Go sideways: Information modelA closely related topic
- Go sideways: Data modelingA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Semantic data models
Semantic Link Network-Based Model for Organizing Multimedia Big Data
Semantic segmentation of PolSAR image data using advanced deep learning model
A semantic enriched data model for sensor network interoperability
Data warehouse enhancement: A semantic cube model approach
Cultural heritage on the Semantic Web: The Europeana Data Model
A probabilistic threshold model: Analyzing semantic categorization data with the Rasch model
From data representation to data model: Meta-semantic issues in the evolution of SGML
🆕 Influential since 2022
A survey on semantic data management as intersection of ontology-based data access, semantic modeling and data lakes
e-LION: Data integration semantic model to enhance predictive analytics in e-Learning
Enabling scalable Model Predictive Control design for building HVAC systems using semantic data modelling
Spatio-Temporal Semantic Data Model for Precision Agriculture IoT Networks
A Multisensor Data Fusion Model for Semantic Segmentation in Aerial Images
📚 Books worth reading
Handbook of latent semantic analysisThomas K. Landauer · 2007
Data miningI. H. Witten, Ian H. Witten · 1999
Learning SPARQLBob DuCharme · 2011
Latent Semantic MappingJerome R. Bellegarda · 2007
Genetic algorithms and evolution strategy in engineering and computer scienceD. Quagliarella, J. Periaux · 1998- 📕Incorporating agents' beliefs in a model of presuppositionDiane Lynn Horton · 1986
Pattern recognitionSergios Theodoridis, Konstantinos Koutroumbas · 2006- 📕Linked Data for the Perplexed LibrarianAssociation for Library Collections & Technical Services, Scott Carlson · 2020
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Information model An information model in software engineering is a representation of concepts and the relationships, constraints, rules, and operations to specify data…
- Data modeling Data modeling is the process of creating a data model for an information system by applying formal techniques. It is used to define and analyze the data…
- IDEF1X Integration Definition for Information Modeling (IDEF1X) is a data modeling language for the development of semantic data models. IDEF1X is used to produce…
- Data 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 entities…
- Database In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software…
- IDEF IDEF, initially an abbreviation of ICAM Definition and renamed in 1999 as Integration Definition, is a family of modeling languages in the field of systems…
- Outline of databases The following is provided as an overview of and topical guide to databases: Database – organized collection of data, today typically in digital form. The…
- Semantic 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…