The Relationship between the Concepts of “Artificial Intelligence” and “Artificial Neural Networks” in Forensic Expertology

The article addresses the relationship between the concepts of “artificial intelligence” (AI) and “artificial neural networks” (ANNs) in forensic context. Over the past few years there has been some growing scientific interest in applying these technologies in forensic examination, which makes the issue of how these developments are currently impacting forensic practice and how they might influence it in the long term quite relevant. The identification of their specific characteristics is expected to facilitate a more efficient integration of AI and ANNs into forensic activities at the methodological, legal, and organizational levels. To illustrate the general relationship between artificial intelligence (AI) and neural networks, and to demonstrate how they differ, the author provides a brief historical overview of the development of AI concepts and a description of the operating principles of certain AI systems, specifically artificial neural networks. The author also proposes the ways to integrate AI and neural networks into forensic activities at both theoretical and practical levels.

Authors

Institutions

Publication Details

Journal
Theory and Practice of Forensic Science
Published
2024-10-26
DOI
https://doi.org/10.30764/1819-2785-2024-3-33-46
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Relationship between the Concepts of “Artificial Intelligence” and “Artificial Neural Networks” in Forensic Expertology

V. A. Mishchuk
Theory and Practice of Forensic Science
Artificial Intelligence in Healthcare and Education
article

The Relationship between the Concepts of “Artificial Intelligence” and “Artificial Neural Networks” in Forensic Expertology

V. A. Mishchuk
article en

Abstract

The article addresses the relationship between the concepts of “artificial intelligence” (AI) and “artificial neural networks” (ANNs) in forensic context. Over the past few years there has been some growing scientific interest in applying these technologies in forensic examination, which makes the issue of how these developments are currently impacting forensic practice and how they might influence it in the long term quite relevant. The identification of their specific characteristics is expected to facilitate a more efficient integration of AI and ANNs into forensic activities at the methodological, legal, and organizational levels. To illustrate the general relationship between artificial intelligence (AI) and neural networks, and to demonstrate how they differ, the author provides a brief historical overview of the development of AI concepts and a description of the operating principles of certain AI systems, specifically artificial neural networks. The author also proposes the ways to integrate AI and neural networks into forensic activities at both theoretical and practical levels.

Theory and Practice of Forensic ScienceVol. 19(3)
Peoples' Friendship University of Russia (RU)
Peace, Justice and strong institutions
Openalex Percentile: Top 86%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

The Relationship between the Concepts of “Artificial Intelligence” and “Artificial Neural Networks” in Forensic Expertology — V. A. Mishchuk · Theory and Practice of Forensic Science (2024) | TGRS Research Map | TGRS