Software tools for learning artificial intelligence algorithms

In recent years, artificial intelligence has become an important discipline in the field of computer science. Students, in the absence of basic prior knowledge, may have difficulty tracking materials when they first encounter complex and abstract artificial intelligence algorithms. Numerous research...

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Published in:	The Artificial intelligence review Vol. 56; no. 9; pp. 10297 - 10326
Main Authors:	Stamenkovic, Srecko, Jovanovic, Nenad, Vasovic, Bojan, Cvjetkovic, Milos, Jovanovic, Zoran
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Netherlands 01.09.2023 Springer Springer Nature B.V
Subjects:	Academic disciplines Adoption of innovations Algorithms Artificial Intelligence Computer organization Computer Science Computer software industry Education Educational technology Innovations Learning Machine learning New technology Prior knowledge Simulation Software Software utilities Teachers Teaching Technology adoption Tracking Educational tools Artificial intelligence Algorithm visualization Simulation systems Educational technology
ISSN:	0269-2821, 1573-7462
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Abstract	In recent years, artificial intelligence has become an important discipline in the field of computer science. Students, in the absence of basic prior knowledge, may have difficulty tracking materials when they first encounter complex and abstract artificial intelligence algorithms. Numerous researchers and educators point out that the use of simulation systems and software tools to illustrate the dynamic behavior of the algorithm can prove to be an effective solution. The introduction and adoption of new technologies in learning and teaching has evolved rapidly. This conceptual review paper aims to explore the emergence of innovative educational technologies in the teaching and learning of artificial intelligence. The aim of this paper is to analyze the existing representative educational tools for learning topics in the field of artificial intelligence to highlight their characteristics and areas they cover, so that readers can more easily draw conclusions about the possible use of some of the analyzed systems.
AbstractList	In recent years, artificial intelligence has become an important discipline in the field of computer science. Students, in the absence of basic prior knowledge, may have difficulty tracking materials when they first encounter complex and abstract artificial intelligence algorithms. Numerous researchers and educators point out that the use of simulation systems and software tools to illustrate the dynamic behavior of the algorithm can prove to be an effective solution. The introduction and adoption of new technologies in learning and teaching has evolved rapidly. This conceptual review paper aims to explore the emergence of innovative educational technologies in the teaching and learning of artificial intelligence. The aim of this paper is to analyze the existing representative educational tools for learning topics in the field of artificial intelligence to highlight their characteristics and areas they cover, so that readers can more easily draw conclusions about the possible use of some of the analyzed systems.
Audience	Academic
Author	Jovanović, Zoran Vasović, Bojan Cvjetković, Miloš Stamenković, Srećko Jovanović, Nenad
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Copyright	The Author(s), under exclusive licence to Springer Nature B.V. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. COPYRIGHT 2023 Springer Copyright Springer Nature B.V. Sep 2023
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SubjectTerms	Academic disciplines Adoption of innovations Algorithms Artificial Intelligence Computer organization Computer Science Computer software industry Education Educational technology Innovations Learning Machine learning New technology Prior knowledge Simulation Software Software utilities Teachers Teaching Technology adoption Tracking
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Title	Software tools for learning artificial intelligence algorithms
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