PATENT CLAIM ANALYSIS

Application Number: 16235007
Application Type: Utility
Filing Date: 2018-12
Publication Date: 2019-07
Patent Classification: ["382", "103000"]

Abstract:
Techniques and systems are described that leverage computer vision as part of search to expand functionality of a computing device available to a user and increase operational computational efficiency as well as efficiency in user interaction. In a first example, user interaction with items of digital content is monitored. Computer vision techniques are used to identify digital images in the digital content, objects within the digital images, and characteristics of those objects. This information is used to assign a user to a user segment of a user population which is then used to control output of subsequent digital content to the user, e.g., recommendations, digital marketing content, and so forth.

Claim (Index 1):
A method implemented by at least one computing device, the method comprising:\n monitoring, by the at least one computing device, manipulation by a user of a digital image via a user interface as focusing on an object or characteristic of the object in the digital image; assigning, by the at least one computing device, the user to a user segment of a user population, the assigning based on the manipulation as focusing on the object or characteristic of the object; generating, by the at least one computing device, a recommendation based on the assigned user segment; and controlling, by the at least one computing device, digital content output based on the generated recommendation.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 1.89062
- Patent Class: 382.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15859056', '16141700', '15782457', '15619205', '14827836']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.31836484656468
- 35 USC 102 Novelty (BERT): 0.5017940613798777
- Combined Prediction Score: 0.3367077680461998
- Mean Citation Score: 197.488156
- Max Citation Score: 224.73692000000003
- Similarity Product: 179.1009231872988

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

Dataset: test