Connected Papers_云技派,专注ai人工智能! 163

Connected Papers, a visualization tool for browsing academic literature, helps researchers and applied scientists find and explore papers related to their field of work. It is a research and knowledge-sharing platform that helps scientists, researchers, and students find the latest research and insights on topics of interest. It serves as an online repository of research papers and other forms of academic content, organized into collections by topic and keywords.

Core Features of Connected Papers:

• Visual overview of research fields

• Identification of popular papers

• Exploration of dynamic relationships between different research fields

• Handling large volumes of new papers

• Bi-directional exploration of related papers

The Role of Connected Papers:

1. Intuitively understand new academic fields

Input a typical paper, and we will build a graph of similar papers in that field for you. Explore and build more graphs from the interesting papers you find — soon you will have a real, intuitive understanding of the trends, popular works, and dynamics in the field you are interested in.

2. Ensure you don't miss any important paper

In fields such as machine learning, so many new papers are published that it is hard to keep track. With Connected Papers, you can search and intuitively discover important recent papers. No need to maintain checklists.

3. Create bibliographies for your papers

Start with the references you definitely want in your bibliography, then use Connected Papers to fill in the gaps and find the rest of the references!

4. Discover the most relevant prior works and derivative works

Use our Prior Works view to find important ancestral works in your field of interest. Use our Derivative Works view to find literature reviews in the field, as well as the latest techniques published after the paper you entered.

5. We support your scientific field

Whether you are a machine learning researcher, a biology student, or a philosopher, we use the Semantic Scholar database, which contains hundreds of millions of papers from all scientific fields.

Applications of Connected Papers:

• Find relevant research papers for literature reviews.

• Explore new research in specific fields.

• Stay up to date with the latest academic content.

How to Use Connected Papers?

To use Connected Papers, simply enter the field you are interested in, and the tool will provide you with a visual overview of that field.

Step 1: Open the official website of Connected Papers.

Step 2: Enter keywords, paper titles, or DOIs for the field you want to search.

Step 3: Click the "Build a graph" button to generate a visualized paper relationship network graph and analyze the interpretation of the network graph.

Step 4: Click "Prior works" to view earlier papers, and sort them by citation count to find important papers related to your research topic.

You can learn about the most popular papers and explore the dynamic relationships between different research fields. In addition, by leveraging the tool to handle large volumes of new papers, you can also ensure that you don't miss any important papers. You can also explore related papers in a bi-directional way, discovering important prior and derivative works.