Artificial Intelligence Model Types

This infographic shows different types of artificial intelligence (AI) concepts. I organized it as a hierarchy, starting with the broadest idea, Artificial Intelligence at the top, followed by more specific categories.

Mapping 167,122 articles on Artificial Intelligence

The search was conducted using the open-access tool OpenAlex, The data-collections was March 28, 2025. The query was adjusted to filter and display only articles published between 2022 and 2025 that included the phrase "artificial intelligence" in the title or abstract. Additionally, retracted works were excluded, ensuring that only valid and up-to-date studies on artificial intelligence were included. The search results yielded a total of 167,122.

Below are various visualizations generated from this query, including the Top Topics, Top Publishers, Publications by Year, and Publications by Country. The data were mapped using the Flourish tool.

Review the query here. (Note: The query count may vary depending on the data collection date)

A) Top of 50 Topics on "Artificial Intelligence"

In the following visualization, the largest rectangles represent the most frequently covered themes in the articles, such as Artificial Intelligence in Healthcare and Education, Ethics and Social Impacts of AI, and Big Data and Business Intelligence.

B) Top of 50 Publishers on "Artificial Intelligence"

In the following visualization, the largest circles represent the publishers that publish the most on this topic. Standing out in the first five places are Elsevier BV, Multidisciplinary Digital Publishing Institute, Springer Nature, Wiley, and the Institute of Electrical and Electronics Engineers.

D) 167,122 Articles on "Artificial Intelligence" by Year

In the following graph, it can be observed that the number of articles related to Artificial Intelligence has significantly increased over the years. 

E) 167,122 Articles on "Artificial Intelligence" by Country

In the following map, it can be observed that countries such as China, the United States of America, and India have the highest number of published articles on this topic.

On this interactive dashboard, you can explore recent open-access articles on the use of AI in the editorial process,  just click the purple button.

The following interactive visualization is based on the titles of the 2,448 open-access PubMed articles on ChatGPT and Medicine. Each node represents a concept, and the size of the nodes corresponds to the frequency with which that concept appears throughout the text. The edges represent co-occurrences between nodes, that is, the number of times those nodes appear close to each other in the analyzed text. The colors indicate themes grouped by thematic similarities, providing an overview of the ongoing work in this area!  Instructions: Click on the nodes to review their frequency and semantic association with other nodes. You can use the zoom feature to explore network details. There are also other controls that will allow you to interact with the network. 

In this animation, learn how a ChatBot works. Just click "Next Step" and discover each step from the moment you enter your instruction to when the ChatBot gives you a response.