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 3):
The system of  claim 2 , wherein the threshold value is modified depending on an availability of human agent resources to provide inputs indicative of a selected candidate category of the one or more candidate categories.

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): 0.3240403988825516
- 35 USC 102 Novelty (BERT): 0.5157774061981121
- Combined Prediction Score: 0.3432140996141077
- Mean Citation Score: 191.227542
- Max Citation Score: 194.25804
- Similarity Product: 102.71740113890648

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