Conceptual Descriptions And Models

What is Data Modelling? Types (Conceptual, Logical, Physical)

In their early days, agent-based models received a lot of interest, because it was a fundamentally new approach with which individual behaviour and interactions could be studied on a system level. However, also considerable critique was formulated by the research community. A big share of this critique was addressed to the large part of subjectivity in the models that would limit scientific credibility. Descriptions of models varied strongly in their level of detail, lengthy verbal explanations with ad hoc structures made it difficult for readers to understand a model — and merely impossible to replicate it. In short, model communication was inefficient for both, the writers and the readers. The reaction of the agent-based research community to this fair criticism was impressive: not less than 28 researchers came together to publish a joint paper with an agreed standard for the reporting of agent-based models Grimm et al. The aim was to provide a framework of presenting a model in a way that ensures that any other modeller could rebuild a published agent-based model and replicate the results. This paper turned out to be influential and the suggested ODD protocol Overview — Design — Details was successfully adopted by modellers in the natural- as well as the social sciences. It certainly helps a reader to quickly find a way through the model description and to extract the information at the level of detail he is interested. So, if you start with the development of a model or the adaptation of an existing one it is a good idea to write the ODD protocol right at the beginning! The first time it may be challenging, but with some experience it greatly helps in organsing the model.

Conceptual Models for Southern Hemisphere

Skip to Main Content. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Use of this web site signifies your agreement to the terms and conditions. Conceptual neuron-like models for living systems description Abstract: It is shown that the conceptual neuron-like models proposed on the basis of the availabel scientific paradigms can be used to reduce the dimension of descriptions for a vast amount of experimental data on the behavior of living systems. The division of conceptual models into groups is determined by the choice of areas of operational activity Conceptual Descriptions And Models the hierarchical architecture and by different stages of development of the studied cognitive systems. The areas of application of homogeneous neuron-like systems, elementary cognitive systems, variants of hierarchical architectures from cognitive systems, and developing cognitive systems are considered. An integral version of the classification of the modes of perception and social behavior of living systems is presented. Priority application areas of the development of Conceptual Descriptions And Models neuron-like models are considered. This review of the main conceptual models contains elements of the descriptions taken from the previous works of the author. The Conceptual Descriptions And Models of developing a consistent version of the integral view on the currently used neuron-like models compels the author to revise the most significant issues and encourage the interested researchers to widely discuss them. Article :. DOI: Need Help?

5 Examples of Conceptual Data Models

Interoperability means that different systems are compatible and are able to exchange information, so that other systems will understand it. There are many different ways about how to achieve interoperability of computer systems, one of which is the Model-Driven Architecture approach MDA. MDA defines a set of guidelines for structuring specifications expressed as models. UML is a Conceptual Descriptions And Models that can be used to describe all kinds of aspects of systems, be it organisations or software:. The translations between the PIM Conceptual Descriptions And Models PSMs are normally performed using automated tools, like model transformation tools. This is a core aspect: Ideally, we «only» have to agree on a conceptual model PIMand can generate interoperable PSMs - even for different platforms - automatically. The conceptual model sits at Conceptual Descriptions And Models top of the interoperability stack in MDA. Conceptual modeling is the process of creating a formal description of a portion of the real world. The abstract description of these real-world features is called a Conceptual Descriptions And Models model. In the conceptual model, we express the meaning of terms and concepts used by domain experts to discuss a subject area, and to find the correct relationships between different concepts. The conceptual model clarifies the meaning of terms that are usually ambiguous terms, and resolves problems with different interpretations of the terms and concepts. In the UML notation, we usually describe the conceptual model using a class diagram.

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