Uncover Hidden Research Gaps with AI Knowledge Graphs: A Powerful Tool for Academics

In this video, I'm going to demonstrate how you can uncover research gaps using knowledge graphs and AI. The approach is based on extracting the existing research on a certain subjects and then visualizing the main topics within as a network. After we apply graph analysis algorithms, we can see which topical clusters are less connected. We then target those gaps to find the topics that could be better connected to advance the research. Try it at https://infranodus.com Read about this approach: https://support.noduslabs.com/hc/en-us/articles/8113730778012-Text-Analysis-Workflow-Get-an-Topical-Overview-and-Find-Content-Gaps Timecodes: 0:00 Introduction 0:50 The tools we will use 1:45 Visualising existing research on a topic 2:42 Understanding the main topics in a discourse 3:38 Highlighting research gaps 4:58 Using AI to generate research questions 6:21 Finding a gap between what people search and what they find 8:03 Verifying your findings with Google search analysis 8:58 Analyzing the search interest with Ahrefs You can try this online using https://infranodus.com (our extension is now free to use)