PATENT CLAIM ANALYSIS

Application Number: 15967201
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-02
Patent Classification: ["455", "456300"]

Abstract:
A venue system of a client device can submit a location request to a server, which returns multiple venues that, are near the client device. The client device can use one or more machine learning schemes (e.g., convolutional neural networks) to determine that the client device is located in one of specific venues of the possible venues. The venue system can further select imagery for presentation based on the venue selection. The presentation may be published as ephemeral message on a network platform.

Claim (Index 17):
A system comprising:\n one or more processors of a machine; and a memory storing instructions that, when executed by the one or more processors, cause the machine to perform operations comprising: transmitting, to one or more servers, a request comprising location data generated by a client device; receiving, from the one or more servers, a venue dataset comprising a plurality of venues; identifying, in the memory, an image of a real-world environment; classifying, using a machine learning scheme, an image attribute of the image depicting the real-world environment; selecting a venue from the plurality of venues lased at least in part on the venue matching the classified attribute of the image; selecting one or more display elements that are pre-associated with the selected venue; and displaying, on the client device, a presentation comprising the one or more display elements.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 91.0
- Lexical Diversity: 1.55932
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15692990', '15653186', '15706096', '15706057', '15829572']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6415809334324296
- 35 USC 102 Novelty (BERT): 0.5116921298987167
- Combined Prediction Score: 0.6285920530790583
- Mean Citation Score: 190.983484
- Max Citation Score: 307.69135
- Similarity Product: 284.73871811105613

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

Dataset: test