In the digital age, accessing educational and research materials is easier than ever. Online libraries using artificial intelligence (AI) are breaking new ground for students and researchers by offering unique tools for finding, analyzing, and processing information. In this article, we take a look at the best online libraries that use AI to improve search and provide quality content while avoiding Russian platforms.
Google Scholar
Google Scholar is one of the most popular platforms for searching scholarly articles, dissertations, books, and other research materials. The use of AI in Google Scholar allows users to effectively filter search results, find similar works, and get accurate recommendations on research topics.
Google Scholar also provides tools for tracking citations, managing a library of publications, and creating bibliographies. AI helps improve search relevance by analyzing text queries and providing the most relevant articles based on the user’s prior queries and interests.
JSTOR
JSTOR is a global digital library that offers access to scholarly journals, books and archives. It is particularly popular among students, researchers and faculty in the humanities and social sciences. AI is used to improve search and recommender systems, offering more accurate results in response to queries and helping researchers find articles that may be useful for their work.
In addition, JSTOR uses AI tools to analyze publications and create personalized recommendations, and to automatically extract metadata from large amounts of content, improving information organization.
Microsoft Academic
Microsoft Academic was shut down in 2021, but it deserves mention as an example of successful use of AI for academic search. The platform utilized machine learning and natural language processing (NLP) technologies to improve the search of academic publications and provide more accurate results.
The research experience was improved by using AI to analyze references, citations, and author citations, allowing researchers to find relevant papers in their field. Microsoft Academic was known for its ability to analyze the connection between different topics and studies, which provided detailed pictures of research areas.
SpringerLink
SpringerLink provides access to thousands of scholarly journals, books and conference proceedings spanning multiple disciplines. The platform uses AI to improve publication search, automatically identify key terms, and create recommendations based on users’ interests and searches.
A special feature of SpringerLink is the use of machine learning tools to categorize materials more accurately, allowing researchers to find relevant sources faster. The platform also integrates AI systems to automatically annotate and abstract scientific articles, making it easier for users to find information.
Elsevier ScienceDirect
Elsevier’s ScienceDirect is one of the largest online science libraries, providing access to more than 2,500 journals and thousands of books across disciplines. The platform actively uses AI to process queries and improve search. Artificial intelligence helps researchers find articles that are most relevant to their work, as well as providing automatic citations and links to referenced articles.
The use of machine learning algorithms and big data analytics helps ScienceDirect to highlight key topics and find the most cited publications, which can be useful for the work of students and researchers.
Wiley Online Library
Wiley Online Library provides access to more than 1,600 academic journals, books and electronic databases. The platform uses artificial intelligence to provide personalized recommendations, analyze citations, and search for materials by keywords.
With AI, Wiley enables scholars and students to find relevant materials across a wide range of disciplines. In addition, AI is actively used to analyze the content of scholarly articles and categorize them, helping to quickly navigate through large volumes of content.
ArXiv
ArXiv is one of the largest open source archives for hosting preprints of scientific articles. Although ArXiv is not a traditional library, it is noteworthy as a tool for students and researchers working in fields such as physics, mathematics, computer science, and biology.
ArXiv uses AI algorithms to categorize and recommend articles. The system allows users to efficiently sort articles by topic and popularity and also helps in analyzing the connections between different research papers. The platform also uses machine learning to analyze metadata and trends in scientific research.
PubMed
PubMed is an online database providing access to millions of scientific articles in medicine and biology. The library actively uses AI technologies to improve information retrieval and filtering. Artificial intelligence helps search articles by disease, drug, treatment, and research, and allows for more accurate recommendations based on preferences and previous queries.
AI features include recommendations based on clinical trials and assistance in finding specific meta-analyses, making PubMed an indispensable tool for students and researchers in the medical and life sciences.