Word and citation based filter

[ChristianGerloff]

Keyword-based filtering may help exclude upfront before screening non-relevant papers, while citation-based sorting brings attention to the most impactful papers in a specific field.

1. Filtering Options Using Keywords

• Sidebar Integration: Keyword filtering integrated into the Streamlit sidebar for user convenience.
• Tag-Based Keyword Input: Users can input keywords using a tag-based system, adding and removing tags easily.
• Flexible Entry: Multiple keywords can be added by typing and pressing enter, allowing for a comprehensive keyword list.
• Filtering Logic: The system filters each paper by checking if keywords are present in the title, abstract, or keywords.
• Exclusion Criteria: Papers containing specified keywords are excluded, ensuring search results are relevant and refined.

2. Selecting Top Cited Papers

• Citation-Based Sorting: Papers are sorted based on citation counts, with the most cited papers listed first.
• User-Defined Citation Threshold: Users set a threshold (Top 'N' cited papers) to filter papers based on citation impact.
• Filter Application: Only the top 'N' cited papers are considered in the final results, focusing on influential studies.
• Adjustable Limit: The citation threshold is user-adjustable, allowing for flexible inclusion of papers based on citations.