PATENT CLAIM ANALYSIS

Application Number: 15997482
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["382", "159000"]

Abstract:
In one embodiment, a method includes identifying a shared visual concept in visual-media items based on shared visual features in images of the visual-media items; extracting, for each of the visual-media items, n-grams from communications associated with the visual-media item; generating, in a d-dimensional space, an embedding for each of the visual-media items at a location based on the visual concepts included in the visual-media item; generating, in the d-dimensional space, an embedding for each of the extracted n-grams at a location based on a frequency of occurrence of the n-gram in the communications associated with the visual-media items; and associating, with the shared visual concept, the extracted n-grams that have embeddings within a threshold area of the embeddings for the identified visual-media items.

Claim (Index 4):
The method of  claim 1 , wherein one or more of the communications associated with the visual-media items are communications that include one or more of the visual-media items or one or more references to one or more of the visual-media items.

Metadata:
- Claim Count in Document: 47.0
- Percentile: 94.0
- Lexical Diversity: 2.60377
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15277950', '15365789', '14952707', '15728189', '15286315']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3394256466704796
- 35 USC 102 Novelty (BERT): 0.5369177011926738
- Combined Prediction Score: 0.359174852122699
- Mean Citation Score: 260.511536
- Max Citation Score: 356.84348
- Similarity Product: 262.1908435787392

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

Dataset: test