International business machines corporation (20240095456). TEXT SUMMARIZATION WITH EMOTION CONDITIONING simplified abstract

TEXT SUMMARIZATION WITH EMOTION CONDITIONING

Organization Name

international business machines corporation

Inventor(s)

Sathya Santhar of Ramapuram (IN)

Sarbajit K. Rakshit of KOLKATA (IN)

Sridevi Kannan of Chennai (IN)

Samuel Mathew Jawaharlal of CHENNAI (IN)

TEXT SUMMARIZATION WITH EMOTION CONDITIONING - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240095456 titled 'TEXT SUMMARIZATION WITH EMOTION CONDITIONING

Simplified Explanation

The patent application describes a method, computer program, and computer system for text summarization that maintains emotional content. The system receives data corresponding to text to be summarized and a target emotion to be maintained in the text, which is encoded as an emotion probability vector. Words corresponding to the target emotion are identified from a dictionary, and a text summary is generated based on these identified words.

• Method for text summarization with emotional content preservation:

   - Receive text data and target emotion
   - Encode target emotion as emotion probability vector
   - Identify words corresponding to target emotion
   - Generate text summary based on identified words

• Computer program for emotional text summarization:

   - Utilizes emotion probability vector for encoding target emotion
   - Accesses dictionary to identify emotion-related words
   - Generates text summary preserving emotional content

• Computer system for maintaining emotional content in text summarization:

   - Receives input data for text summarization
   - Processes emotion probability vector and dictionary to identify emotion-related words
   - Outputs text summary with preserved emotional content

Potential Applications

The technology could be applied in sentiment analysis, personalized content generation, and emotional chatbots.

Problems Solved

This technology addresses the challenge of maintaining emotional content in text summarization, which is crucial for conveying the intended sentiment and tone of the original text.

Benefits

- Enhances the emotional impact of summarized text - Improves user engagement and understanding of the text - Enables more effective communication of emotions in written content

Potential Commercial Applications

"Emotion-Preserving Text Summarization Technology for Enhanced User Engagement"

Possible Prior Art

There may be prior art related to emotion analysis in text processing or sentiment preservation in summarization techniques.

How does this technology handle multi-sentence emotional context in text summarization?

The patent abstract does not specify how the system deals with emotional context that spans multiple sentences in the text. This could be a crucial aspect to consider for a comprehensive emotional content preservation.

What is the computational overhead of maintaining emotional content in text summarization?

The abstract does not mention the computational resources required for preserving emotional content during text summarization. Understanding the efficiency and resource demands of this technology is essential for practical implementation.

Original Abstract Submitted

a method, computer program, and computer system are provided for text summarization that maintains emotional content. data corresponding to text to be summarized and a target emotion to be maintained in the text to be summarized is received. the target emotion is encoded as an emotion probability vector. one or more words that correspond to the target emotion that is encoded in the emotion probability vector are identified from a dictionary. a text summary to be associated with the text to be summarized is generated based on the one or more identified words.