Artificial Intelligence and Research: AI Tools for Literature Review
Using AI for Research and Literature Review
This page explores how AI can assist with conducting research for a literature review, highlighting a selection of tools that aid in article discovery, research summarization, article comparison, and organization. Although these tools can be helpful, they also have limitations regarding their capabilities and the articles available in searches. Remember to use these tools in conjunction with the resources available through the PSU Library, and to verify all information.
PSU Library Links:
This page has only a small selection of AI related research tools, for a broader list of AI tools:
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Generative AI Product TrackerThe Generative AI Product Tracker, compiled and maintained by non-profit research and consulting organization Ithaka S+R, is a regularly updated list of generative AI products that are either marketed towards or used by postsecondary faculty or students for teaching, learning, or research activities.
AI Academic Search and Analysis Tools
This is a selection of available tools that aid research projects and literature reviews through research discovery, paper summarization, and concept organization and comparison. Each tool offers varying services.
Description: NotebookLM uses AI to help you understand and synthesize your own documents, generating summaries and answering questions. It's not a web search; it functions exclusively with your uploaded content. Get started with NotebookLM
Cost: Free, account can be accessed while signed in with your ODIN account. PSU OIT page on NotebookLM
Description: This AI-driven search tool helps users locate relevant academic papers and provides brief summarizes by analyzing context and word relationships. It offers direct access to open research and powers searches for other AI tools like Elicit and Consensus. Semantic Scholar FAQ
Cost: Free
Description: Consensus is an AI search engine that specializes in summarizing academic research and providing relevant paper suggestions, making it ideal for research-driven questions, not basic factual searches. Consensus How it works and FAQ
Cost: Free and premium versions available. Pricing page
Description: Elicit enables researchers to search for and upload papers, and employs AI to organize data into a customizable matrix, assisting with review, comparison, and synthesis of research. Elicit support articles
Cost: Free and pay versions available. Pricing page
Description: SciSpace assists researchers by summarizing academic topics, locating papers, extracting key concepts from searched or uploaded documents, and organizing those concepts into a matrix. It also offers a range of AI-assisted writing features. SciSpace YouTube channel
Cost: Free and pay versions available. Pricing page
AI Literature Mapping Tools
Literature mapping tools aid in research discovery by analyzing citations and references, visually mapping the connections between papers.
Description: Upload and create a collection of papers to create citation maps, allowing users to locate additional sources connected through citations, shared authors, and other relationships.
Cost: Free
Zotero Integration: Yes
Description: Search and upload papers to create citation maps allowing users to locate additional sources and see connections through citations, authors, and other relationships. Introduction to Litmaps
Cost: Free and pay versions available. Pricing page
Zotero Integration: Yes
Description: Search for papers and then create citation maps based on any of the results, allowing users to locate additional sources and see connections through citations, authors, and other relationships. This site does not allow users to upload documents.
Cost: Free and premium versions available. Pricing page
Zotero Integration: No