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Ai : Ai for Research

An overview of Ai

Ai for Research

 

πŸ“š AI Tools for Research Comparison

Feature Scite Elicit Litmaps Inciteful Research Rabbit Scholarcy
Purpose Analyzes citation patterns for literature reviews Automates workflows, especially empirical research Visualizes article connections through maps Provides related papers & citation networks Discovers and visualizes literature and authors Summarizes research and creates flashcards
Key Features Citation analysis • Displays relevant papers
• Summarizes key info
• Interactive maps
• Citation tracking
• Citation networks
• Multidisciplinary support
• Visualizations
• Personalized recs
• Summarizes articles
• Highlights key points
Price Subscription required
Free with Purdue Libraries
Free w/ sign-up
Pro: $12/month
Free (20 inputs)
Pro: $10/month
Free Free Free (basic)
Plus: $9.99/month
Best For Literature review and critical analysis Empirical research and streamlining Visualizing research connections Multidisciplinary discovery Finding relevant authors & papers Simplifying dense academic texts

 

 

πŸ“š How Can I Use AI Tools in Research?

AI tools can support every phase of research—from brainstorming ideas to citation management. Use them strategically to enhance your workflow.

🧠 Generative AI in the Research Process

  • Brainstorm Topics: Use tools like ChatGPT to explore broad topics and refine your focus.
  • Find Background Info: Ask AI to explain key terms, events, or definitions to get up to speed quickly.
  • Generate Keywords: Prompt AI for synonyms and related concepts to improve your database search strategy.
  • Find & Evaluate Sources: Use tools like Scite or Elicit to locate and assess relevant scholarly material.

✏️ Applications of AI in the Research Process

  • Generating Research Ideas: AI tools help identify gaps and suggest angles in current research (Rudolph et al., 2023).
  • Finding Relevant Info: NLP-powered search tools summarize and surface useful articles.
  • Data Scraping: AI can extract large datasets from websites for analysis.
  • Summarizing & Titles: Use AI to draft abstracts or rephrase long text into concise summaries.
  • Writing Support: Tools like Jenni AI and Grammarly assist with clarity, tone, and structure.
  • Data Analysis: AI helps with statistical modeling and identifying patterns.
  • Citation Management: Organize references and create bibliographies with tools like Scholarcy.

⚠️ Limitations of Using AI in Research

  • Bias & Discrimination: AI can replicate bias from its training data (Gebru et al., 2021).
  • Plagiarism Risks: AI-generated text can resemble existing sources—check for originality.
  • Data Misinformation: AI may hallucinate or fabricate sources. Always verify!

πŸ§ͺ AI in Systematic Reviews

AI tools can support:

  • Evidence synthesis and screening automation
  • Plain language summaries

Helpful Articles:

Application ChatGPT in conducting systematic reviews and meta-analyses

Are ChatGPT and large language models “the answer” to bringing us closer to systematic review automation?

Artificial intelligence in systematic reviews: promising when appropriately used

Harnessing the power of ChatGPT for automating systematic review process: methodology, case study, limitations, and future directions

In-depth evaluation of machine learning methods for semi-automating article screening in a systematic review of mechanistic

Tools to support the automation of systematic reviews: a scoping review

The use of a large language model to create plain language summaries of evidence reviews in healthcare: A feasibility study

Using artificial intelligence methods for systematic review in health sciences: A systematic review

πŸ’‘ ChatGPT Example: Brainstorming a Topic

Try using ChatGPT to explore a broad idea like \"AI in healthcare.\"

Example prompt: “Give me 5 angles I could explore about how artificial intelligence is changing healthcare.”

Important Reminder: AI can't understand meaning—it mimics patterns. Use it to accelerate your research, not replace your critical thinking.

🧭 Tool Descriptions & How to Use

πŸ”— Scite

Helps researchers discover and understand research articles by showing how they’ve been cited—supporting, mentioning, or contrasting. Price: $20/month.
 

πŸ”— Elicit

A powerful research assistant that uses AI to find papers, extract claims, summarize, and brainstorm. Price: Free up to 5,000 credits, then $12/month.

πŸ”— Litmaps

Visualizes how papers relate through citation networks. Build a dynamic map of your literature review! Price: Free for up to 20 inputs, Pro at $10/month.

πŸ”— Inciteful

Builds a citation-based network to help you uncover deeply relevant academic papers. Price: Free.

πŸ”— Research Rabbit

Explore visualized academic networks and receive intelligent paper recommendations. Price: Free.

πŸ”— Scholarcy

Summarizes full-text research articles into digestible flashcards, including key claims, findings, and sources. Price: Free basic; Plus: $9.99/month or $45/year.

Brainstorming

 

πŸ’¬ Brainstorming Research Topics with ChatGPT

Try using a generative AI tool like ChatGPT to help brainstorm your topic. In this example, the researcher starts with a broad idea: AI in healthcare. It's a wide field, and they're unsure which direction to go—so they ask ChatGPT to help explore subtopics.

This is a great way to break out of writer’s block or discover new angles you hadn’t considered.

Ethan Mollick, Wharton professor, offers this advice:

“The best way to use AI systems is not to craft the perfect prompt, but rather to use it interactively. Try asking for something. Then ask the AI to modify or adjust its output. Work with the AI, rather than trying to issue a single command that does everything you want. The more you experiment, the better off you are.”

🚦Caution:

Generative AI like ChatGPT can create text that feels natural and human-like. But it doesn’t actually “understand” the topic—it's predicting likely word sequences. Use AI-generated content as a starting point, not the final product. Always review and refine!

πŸ§ͺ Example Prompt:

“Give me 5 possible research angles about how artificial intelligence is changing healthcare.”

πŸ”— View ChatGPT Brainstorm Transcript


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