Asking chatgpt (accessed via poe.com) to compare two AI tools for literature search and review tasks: a study note
My question: "I am a University student, currently studying the subject of Research Methods. I come across two Artificial Intelligence (AI) tools; they are perplexity and scite. I would like to know what criteria can be used to evaluate the strengths and weaknesses of these two AI tools for performing the literature search and literature review tasks. Could you use these criteria to compare these two AI tools, preferably in the form of a table? Tks."
The reply from chatgpt: "Here’s a comparison table highlighting the strengths and weaknesses of the AI tools Perplexity and Scite based on various evaluation criteria for literature search and literature review tasks.
Criteria |
||
Purpose |
General
AI tool for Q&A and information retrieval. |
Specialized
tool for literature review and citation analysis. |
Ease
of Use |
User-friendly
interface; easy to navigate. |
Intuitive
interface but may require some learning for advanced features. |
Search Capabilities |
Broad search across various domains; may return general
information. |
Focused search on academic literature with citation
context. |
Quality
of Results |
Variable;
depends on the source of information. |
High-quality,
peer-reviewed sources with context on citations. |
Citation
Analysis |
Limited
citation functionality; primarily retrieves information. |
Strong
citation analysis, showing how papers relate to each other. |
Integration
with Databases |
Limited
integration with academic databases. |
Integrated
with major databases and repositories for comprehensive searches. |
AI
Features |
Uses
natural language processing for Q&A. |
Uses
AI to provide insights into citation relationships and trends. |
Customization |
Limited
customization for search parameters. |
Allows
for more tailored searches based on specific criteria. |
Collaboration
Tools |
Basic
sharing options; lacks advanced collaboration features. |
Strong
collaboration features for sharing research insights. |
Cost |
Free
access with some premium features. |
Subscription-based;
may offer limited free access. |
Target
Audience |
General
audience, including students and professionals. |
Primarily
aimed at researchers, academics, and students. |
Feedback
and Support |
Limited
support resources; community-driven. |
Good
support and resources, including tutorials and user guides. |
Summary
Perplexity is more suitable for general questions and information retrieval, while Scite excels in academic research with its citation analysis capabilities.
Choose Perplexity for broader searches and quick answers, and Scite for in-depth literature reviews and understanding research impact through citations."
Further e-materials: a video on perplexity.
Reference: a collection of blog notes on using chatgpt for research purpose.
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