PATENT CLAIM ANALYSIS

Application Number: 15940418
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-10
Patent Classification: ["709", "206000"]

Abstract:
A social analytic system may identify the social signals associated with a brand, campaign, or any other topic. The social analytic system may generate a vocabulary associated with the brand, campaign, or topic based terms used in the associated social signals. The vocabulary may be used for generating social media analytics and identifying social media events, such as marketing campaigns. In one example, a vocabulary may be compared with vocabularies associated with different constituents to identify the positive and negative terms in the vocabulary.

Claim (Index 24):
The apparatus of  claim 11 , wherein the processor is further configured to:\n identify topic distributions for the clusters by identifying probabilities for terms in the clusters; generate a context distribution from the social signals; identify candidate labels from the context distribution; generate joint distributions for the candidate labels by identifying different groups of the social signals that include terms from the candidate labels and identifying probabilities for terms in the identified groups of social signals; derive mutual information values for the candidate labels by applying the joint distributions for the candidate labels to the topic distributions for the clusters; and select topic labels for the clusters from the candidate labels with the largest mutual information values.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 90.0
- Lexical Diversity: 1.95833
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['13727991', '13708020', '13601151', '13682449', '14336914']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3164235458565058
- 35 USC 102 Novelty (BERT): 0.5683846416424987
- Combined Prediction Score: 0.3416196554351051
- Mean Citation Score: 379.75839
- Max Citation Score: 491.5117
- Similarity Product: 344.7228897129297

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

Dataset: test