PATENT CLAIM ANALYSIS

Application Number: 16198237
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2020-01
Patent Classification: ["707", "691000"]

Abstract:
A knowledge data management system (KDMS) implements data refinement orchestration, resolution, and refinement to provide a reusable and generic solution to ingest and link data via relationships and properties when constructing a knowledge graph. The KDMS thus operates to break down existing data storage silos by normalizing and integrating data with a uniform semantic schema, which results in more accurate and faster knowledge graph construction.

Claim (Index 12):
A method comprising:\n receiving, by a knowledge extraction circuitry, a search query; parsing, by the knowledge extraction circuitry, a database comprising historical data; extracting, by the knowledge extraction circuitry, a data set of intermediary results corresponding to the search query from the database; receiving, by a processing circuitry, the data set of intermediary results; providing, by the processing circuitry, the intermediary results to a staging repository; receiving, by the processing circuitry, a supplemental data set of additional intermediary results from a supplemental pipeline data source; providing, by the processing circuitry, the supplemental data set of additional intermediary results to the staging repository; iteratively refining, by the processing circuitry, the data set of intermediary results with the additional intermediary results for inclusion in a knowledge graph using the staging repository, wherein the data set of intermediary results is iteratively refined into subsequent levels of one or more additional sub-concepts until a condition for ceasing further refinement is satisfied; generating, by the processing circuitry, a refined data set comprising refined intermediary results based on the iterative refinement; and storing, by the processing circuitry, the refined data set in the staging repository; orchestrating, by an integration circuitry, a knowledge data set from the refined data set, wherein the knowledge data set synchronizes with a knowledge graph schema; resolving, by the integration circuitry, instances within the knowledge data set of different expressions of a same entity; reconciling, by the integration circuitry, the knowledge data set to existing knowledge profiles; performing, by the integration circuitry, schema management; and generating, by a knowledge graph circuitry, a knowledge graph to be a visual representation of the knowledge data set, wherein the knowledge graph includes nodes and connecting edges that represent entity and relationship information, respectively, included in the knowledge data set.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 1.41176
- Patent Class: 707.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16047573', '14060562', '15290479', '11725195', '13842606']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1777314450552443
- 35 USC 102 Novelty (BERT): 0.4853115191043191
- Combined Prediction Score: 0.2084894524601518
- Mean Citation Score: 129.57624479999998
- Max Citation Score: 172.65508
- Similarity Product: 111.01750574184896

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