PATENT CLAIM ANALYSIS

Application Number: 15897298
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["704", "009000"]

Abstract:
Embodiments for text segmentation for topic modelling by a processor. Real-time conversation data may be analyzed and time intervals (e.g., inter-arrival times) between messages of the conversation data may be recorded. Each of the messages may be defined (and/or segmented) as burst segments or reflection segments according to the analyzing and recording. One or more topic modelling operations may be enhanced for text segmentation using the burst segments or reflection segments.

Claim (Index 20):
The computer program product of  claim 15 , further including an executable portion that alters a topic cluster size and a topic term size until a percentage of unique stop words are maximized.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 88.0
- Lexical Diversity: 1.66667
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15598375', '14532823', '13793020', '15790769', '15687114']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2548717660413024
- 35 USC 102 Novelty (BERT): 0.4636949114436704
- Combined Prediction Score: 0.2757540805815393
- Mean Citation Score: 115.1665652
- Max Citation Score: 122.735916
- Similarity Product: 88.62213523967743

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 0

Dataset: test