PATENT CLAIM ANALYSIS

Application Number: 15919811
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2018-10
Patent Classification: ["704", "009000"]

Abstract:
A learning device includes a memory and a processor configured to execute a process including acquiring a plurality of documents, clustering the plurality of documents with respect to each of a first plurality of words, the first plurality of words being included in the plurality of documents, assigning a common label to a first word and a second word among the first plurality of words in a case where a cluster relating to the first word and a cluster relating to the second word resemble each other, and re-clustering, on the basis of the common label, the plurality of documents including the first word and the second word after the assigning the common label.

Claim (Index 1):
A learning device comprising:\n a memory; and a processor coupled to the memory and the processor configured to execute a process including, acquiring a plurality of documents, clustering the plurality of documents with respect to each of a first plurality of words, the first plurality of words being included in the plurality of documents, assigning a common label to a first word and a second word among the first plurality of words in a case where a cluster relating to the first word and a cluster relating to the second word resemble each other, and re-clustering, on the basis of the common label, the plurality of documents including the first word and the second word after the assigning the common label.

Metadata:
- Claim Count in Document: 4.0
- Percentile: 90.0
- Lexical Diversity: 2.68889
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['13845989', '13263280', '11118156', '14246404', '13177849']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2235355271585337
- 35 USC 102 Novelty (BERT): 0.4885614040048048
- Combined Prediction Score: 0.2500381148431608
- Mean Citation Score: 181.320752
- Max Citation Score: 211.44475
- Similarity Product: 160.0902240061909

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