Thursday, May 17, 2012

Pictorial Knowledge Presentation - Text Summarization and Visualization Connected


In this post  I will present two powerful technologies for summarizing and visualizing information rolled out into a single web application. The result is a Visual Summary which is a very practical pictorial tool for presenting and recording knowledge.

Visual Summary - combining automatic summarization with automatic visualization


In our daily work, learning, communication we frequently summarize what we need to convey and very often present our information using graphical means to vividly express our thoughts. In this sense summarization and visualization are important techniques that we apply to effectively communicate, teach, explain, clarify, and inform.

As a human processes the summarization and visualization are time consuming and very demanding given our daily significant reading load.  It stands to reason that automating both summarization and visualization would rapidly increase the number of web pages and documents that we could summarize and visualize. And if such a system would produce an instant summary and at the same time present it also as a visual diagram, an interactive diagram, this would be a highly beneficial application. 

And indeed, Visual Summary by WebSummarizer offers such a solution.


WebSummarizer Components
WebSummarizer Components


Why is this significant?


The single impact of summarization is to establish a focus for our mind.

Not all information is equal:  some of it clearly is more important than the rest so making the distinction and providing relevance ranking is a vital feedback helping us with filtering and evaluating information.

Visual representation of information is useful because it opens up the way we think about data. It helps us with revealing hidden patterns, and highlighting connections between elements. And helps us remembering the details.

The main idea is the most important concept - the focus - is represented at the root of the visual summary.

Together, summarization and visualization, comprise a highly engaging, crystal-clear and dynamic way to present, communicate and understand complex information.

Visual Summary Elements
Visual Summary Elements


Combining the ability to integrate the Visual Summary with host of other systems makes the application a powerful companion for exploring the wealth of information available to us on our computers, tablets and smart phones.  

For the record, here are some general descriptions of automatic summarization and automatic visualization:

  • Automatic summarization is the creation of a shortened version of a text by a computer program. The product of this procedure still contains the most important points of the original text.
  •  Automatic text visualization aggregates the most important information around the key ideas and presents the information as clear preferably interactive diagram. This presentation makes it easy to understand, view and remember the key information. 

 Knowledge Bases and Visual Summaries


We can imagine that accessing collections of summaries offers much richer information choices than looking just at a summary of a single document. Further, we can imagine that aggregating collections of  summaries on many topics would provide a very fertile ground to seriously engage into knowledge discovery

In this scenario, we have a smartly organized repository of summaries indexed by topics. The topics are linked to the relevant summaries and to their sources so we always know where the information is coming from and what is the context of the information. Also, the convenient zoom-in feature allows to examine information in more details by navigating the dynamic Visual Summary.

The ultimate goal of creating and using knowledge bases is to speed up our understanding and reasoning about the contents of large and complex text collections. Such text collections are blogs, websites, newspapers, search engine results, digital libraries, social media, corporate documents, news feeds, etc.


Getting a knowledge snapshot of the key topics and the context helps with decision making, evaluations, recommendations and learning.

Creating Knowledge Libraries with WebSummarizer
Creating Knowledge Libraries with WebSummarizer


It is quite fast and practical process to automatically summarize and aggregate the summaries into knowledge bases. WebSummarizer provides Wikipedia Knowledge Base which holds summaries of over 3 million articles indexed by almost 5 million keywords with an instant access to 30 million summaries.

The following two examples provide real Visual Summaries generated by WebSummarizer. You can open each of the topics and examine the context.

Publishing of the visual summaries in blogs and websites is as simple as inserting a YouTube video.

                               VISUAL  SUMMARY                              

This an interactive Visual Summary of Wikipedia article about coffee

 


 


To navigate the Visual Summary:  
* click on any + or - next to a keyword in the map  
* or click on the Expand All or Collapse All buttons. 





                               KNOWLEDGE BASE                           

This an interactive Visual Summary created from Wikipedia Knowledge base - 30 top ranked articles with the keyword "coffee" are presented


 
 


To navigate the Visual Summary:  
* click on any + or - next to a keyword in the map  
* or click on the Expand All or Collapse All buttons.

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About WebSummarizer  
 

WebSummarizer provides tools to VISUALIZE and SUMMARIZE web pages and documents.

The results are presented as interactive Visual SummariesTree Views and a Keyword Clouds and can be downloaded easily published in blogs and websites

The Visual Summary can be navigated in any browser on Windows, Mac, Linux, iPhone, iPad and Android devices. The Keyword Cloud is linked with Wikipedia Knowledge Base. When you click on the keyword in the cloud you will be presented with an instant Visual Summary.

You can summarize text in English, French, German and Spanish.

The keywords and summaries are easily exported to other applications such as word editors, browsers, mind mapping applications like Mindjet MindManager, MindGenius, XMind, and any other mind mapping application.

FREE Trial here: WebSummarizer
WebSummarizer
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Tuesday, May 15, 2012

Using WebSummarizer knowledge library to generate mind maps

Mind mapping is a precise and often time consuming process of defining the topics, relationships and providing context about the topics.

One way of making the process of mind mapping effortless is to use knowledge libraries to quickly provide the desired building blocks of a mind map. An easy knowledge library search will identify the topics with the essential facts and then automatically generate a mind map. Here are the steps showing how simply it is done.

Let's say that we would like to generate a mind map about wine. Using WebSummarizer knowledge library based on over 3 million Wikipedia articles we enter wine as the keyword. WebSummarizer instantly retrieves the top 50 articles about the wine topic and presents the results as a Visual Summary.

Once your Visual Summary is generated you can export it to one of your mind mapping applications to render the findings from the knowledge library as a mind map.

Here is an example of a wine mind map exported from Visual Summary to MindGenius mind mapping application:

Mind map generated by WebSummarizer
MindGenius mind map about wine - generated by WebSummarizer from Wikipedia knowledge library


This example shows a mind map generated from Visual Summary in XMind mind mapping application:


Mind map generated by WebSummarizer
XMind mind map about wine - generated by WebSummarizer from Wikipedia knowledge library


What makes the process effortless is the use of Wikipedia knowledge base.

Wikipedia knowledge base is a library containing  over 3 million summaries of Wikipedia articles . The summaries are organized by keywords and by importance of the topics. The summaries provide rich context that explains the meaning of keywords in a given article.

Overall, WebSummarizer offers almost 5 million keywords to retrieve the summaries from a pool of almost 30 million summaries. This provides a very rich resource on almost any topic.

The knowledge base provides a robust index pointing to the most important information in Wikipedia. This index allows instant retrieval of the most useful summaries across all Wikipedia articles. Users just need to enter a keyword of interest to get the summaries.

Once the Visual Summary is generated and exported to a mind mapping application it is very easy to edit and fine tune the presentation, colors and shape of the map.

Here it is how the Visual Summary works in WebSummarizer before the export to mind mapping applications:

                               VISUAL  SUMMARY                            

 



To navigate the Visual Summary:  
* click on any + or - next to a keyword in the map  
* or click on the Expand All or Collapse All buttons.
-------------------------------------------------------------------------------------------  
About WebSummarizer  
 
WebSummarizer provides tools to VISUALIZE and SUMMARIZE web pages and documents.

The results are presented as interactive Visual SummariesTree Views and a Keyword Clouds and can be downloaded easily published in blogs and websites

The Visual Summary can be navigated in any browser on Windows, Mac, Linux, iPhone, iPad and Android devices. The Keyword Cloud is linked with Wikipedia Knowledge Base. When you click on the keyword in the cloud you will be presented with an instant Visual Summary.

You can summarize text in English, French, German and Spanish.

The keywords and summaries are easily exported to other applications such as word editors, browsers, mind mapping applications like Mindjet MindManager, MindGenius, XMind, and any other mind mapping application.

FREE Trial here: WebSummarizer
WebSummarizer