PATENT CLAIM ANALYSIS

Application Number: 16458482
Application Type: Utility
Filing Date: 2019-07
Publication Date: 2019-10
Patent Classification: ["704", "010000"]

Abstract:
Systems and methods of automated ontology development include a corpus of communication data. The corpus of communication data includes communication data from a plurality of interactions and is processed. A plurality of terms are extracted from the corpus. Each term of the plurality is a plurality of words that identify a single concept within the corpus. An ontology is automatedly generated from the extracted terms.

Claim (Index 38):
A system for automated ontology development, the system comprising:\n a communication data database populated with communication data; a processor communicatively connected to the database of communication data and communicatively connected to a computer readable medium programmed with computer readable code that upon execution by the processor causes the processor to:\n process a corpus of communication data received from the database; \n extract a plurality of terms from the corpus, wherein each term of the plurality is a plurality of words that identify a single concept within the corpus; and \n automatedly generate an ontology from the extracted terms by at least creating two context vectors for each of the plurality of terms and comparing the context vectors for each of the plurality of terms to one another to categorize the terms into a plurality of relations, wherein a first of the two context vectors of a given term predicts terms that will appear to the left of the given term, wherein a second of the two context vectors predicts terms that will appear to the right of the given term; and \n an ontology database upon which the processor stores the automatedly generated ontology.

Metadata:
- Claim Count in Document: 47.0
- Percentile: 100.0
- Lexical Diversity: 1.94444
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14173435', '14801761', '14501480', '14588914', '14529103']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2785168602639003
- 35 USC 102 Novelty (BERT): 0.5347315729619252
- Combined Prediction Score: 0.3041383315337028
- Mean Citation Score: 262.703026
- Max Citation Score: 380.74643
- Similarity Product: 328.1196764991344

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