Artificial Intelligence Models for Knowledge Producing

In this paper artificial intelligence models are structured and discussed. Generative models vs. conditional models, regression models vs. classification models, inductive models vs. deductive models and algorithms were studied. Complex model with various levels was expressed by hierarchy equation. Prediction the conditional probability was discussed and described. In this paper for the complex model in various level the hierarchy equation was derived. The first time in literature, this paper acknowledges the significance of ethics in artificial intelligence making.

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Publication Details

Journal
International Journal of Research and Innovation in Applied Science
Published
2025-01-01
DOI
https://doi.org/10.51584/ijrias.2025.10020054
Primary Topic
Big Data and Business Intelligence
Type
article
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article

Artificial Intelligence Models for Knowledge Producing

Jelenka Savković‐Stevanović
International Journal of Research and Innovation in Applied Science
Big Data and Business Intelligence
article

Artificial Intelligence Models for Knowledge Producing

Jelenka Savković‐Stevanović
article en

Abstract

In this paper artificial intelligence models are structured and discussed. Generative models vs. conditional models, regression models vs. classification models, inductive models vs. deductive models and algorithms were studied. Complex model with various levels was expressed by hierarchy equation. Prediction the conditional probability was discussed and described. In this paper for the complex model in various level the hierarchy equation was derived. The first time in literature, this paper acknowledges the significance of ethics in artificial intelligence making.

International Journal of Research and Innovation in Applied ScienceVol. X(II)
Openalex Percentile: Top 92%
Big Data and Business Intelligence
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Artificial Intelligence Models for Knowledge Producing — Jelenka Savković‐Stevanović · International Journal of Research and Innovation in Applied Science (2025) | TGRS Research Map | TGRS