PATENT CLAIM ANALYSIS

Application Number: 16379470
Application Type: Utility
Filing Date: 2019-04
Publication Date: 2019-10
Patent Classification: ["707", "738000"]

Abstract:
A hierarchical structure (e.g., a hierarchy) for use in hierarchical analysis (e.g., hierarchical forecasting) of timestamped data can be automatically generated. This automated approach to determining a hierarchical structure involves identifying attributes of the timestamped data, clustering the timestamped data to select attributes for the hierarchy, ordering the attributes to achieve a recommended hierarchical order, and optionally modifying the hierarchical order based on user input. Through the approach disclosed herein, a hierarchy can be generated that is designed to perform well under hierarchical models. This recommended hierarchy for use in hierarchical analysis may be agnostic to any planned hierarchy provided by or used by a user to otherwise interpret the timestamped data.

Claim (Index 8):
The system of  claim 1 , wherein ordering the selected attributes further comprises:\n determining a number of the selected attributes; comparing the number of the selected attributes to a threshold value; sequentially building the order of the selected attributes if the number of the selected attributes exceeds the threshold value; and comparing all permutations of orders of the selected attributes if the number of selected attributes does not exceed the threshold value

Metadata:
- Claim Count in Document: 18.0
- Percentile: 100.0
- Lexical Diversity: 1.96875
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['16193661', '15927610', '16233302', '15922317', '15087148']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1866584757698618
- 35 USC 102 Novelty (BERT): 0.4968056623872035
- Combined Prediction Score: 0.217673194431596
- Mean Citation Score: 191.354548
- Max Citation Score: 208.3085
- Similarity Product: 141.7113283660412

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