PATENT CLAIM ANALYSIS

Application Number: 16235798
Application Type: Utility
Filing Date: 2018-12
Publication Date: 2019-07
Patent Classification: ["706", "015000"]

Abstract:
A computerized neural-network based mechanism for providing an intermediary configured for intervening in searches is described. Corresponding methods, computer-readable media, systems, devices, and apparatuses are also contemplated. The neural network can include a multi-headed attention layer. The intermediary may be, in some embodiments, a human “man in the middle” mechanism invoked where there is low confidence that pre-existing categories map to a user's search string. The mechanism provides a specially configured interface adapted to enable a search specialist to quickly select one or more categories that match or are otherwise associated with the search query from a set of acceptable categories. Received outputs and detected user behaviors are utilized to update a neural network model.

Claim (Index 2):
The system of  claim 1 , wherein the processor is further configured to:\n upon determining that none of the one or more candidate categories has a confidence score above a threshold value: associate each of the candidate categories with one or more visual characteristics based on the confidence scores; render an interface display screen based on the one or more visual characteristics, the interface display screen including interactive visual elements that selectable in relation to the one or more candidate categories; receive, from an input device, a selected subset of the one or more candidate categories; and generate an output representative of the selected subset of the one or more candidate categories. wherein the interface display screen is configured to render a constellation of visual elements representative of the one or more candidate categories; wherein the constellation includes a visual rendering of selectable areas, each selectable area representative of a candidate category of the one or more candidate categories; and wherein each selectable area is rendered based on the visual characteristics, and the visual characteristics include at least one of screen area, color, position, and shape.

Metadata:
- Claim Count in Document: 9.0
- Percentile: 98.0
- Lexical Diversity: 1.47727
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14283929', '13195846', '13110282', '15624329', '14491841']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3275995762191775
- 35 USC 102 Novelty (BERT): 0.4997945244642536
- Combined Prediction Score: 0.3448190710436852
- Mean Citation Score: 191.227542
- Max Citation Score: 194.25804
- Similarity Product: 125.22016331998589

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