Keyword Cloud
Information ExtractionKeyword Cloud / Tag Cloud
What is a Keyword?
Keywords are specific words or phrases that, through searching in databases, allow easy access to desired content or articles. These keywords can indicate the general framework of a discussion.
What is a Keyword Cloud?
A keyword cloud can display all keywords based on their frequency of occurrence across a collection of articles written on a specific topic.
In a keyword cloud, keywords that appear most frequently in the article collection are displayed larger, indicating their greater importance within that collection.

Visualization and Knowledge Representation
Today, visualization is one of the most effective approaches for information delivery and knowledge representation. This method typically uses visual elements including:
- Shapes and charts
- Color
- Size
- And others
to categorize data.
Noormags Approach to Indexing
Given Noormags' approach to indexing specialized publications and the approach of most reputable scientific journals (where each article must have keywords representing its content), this has led to the creation of a keyword corpus that can be filtered by:
- Different publications
- Authors (contributors)
Keyword Cloud Generation Process
By categorizing keywords based on publication titles, we obtain a list of keywords, each repeated a specific number of times across different articles. This categorization effectively represents the content of articles published in that publication.
To convey this knowledge, one of the tools is the keyword cloud, where:
- Keywords with higher frequency are displayed with larger, bolder visual representation
- Users can understand the thematic orientation of articles published in a publication at a glance and in minimal time
Application for Authors
This method also applies to authors. By viewing the keyword cloud based on an author's articles, one can at a glance understand:
- The author's areas of interest
- Fields in which the author is an expert
Current Status
Currently, on the Noormags website (Noor Specialized Journals Database), keyword clouds are viewable on both the publication page and the author page. Additionally, by selecting any keyword, users can view the list of articles containing that keyword.
Benefits
- Quick Understanding: Familiarity with main topics of a publication or author at a glance
- Visual and Attractive: Graphical, understandable data display
- Easy Access: Ability to view articles related to any keyword with a single click
- Content Analysis: Identifying thematic patterns across different article collections