PATENT CLAIM ANALYSIS

Application Number: 15874119
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["704", "232000"]

Abstract:
Text based searching can return results based on the system determining the searched text includes keywords or search terms. The present solution can return results based on a semantic analysis. The solutions described herein can provide high accuracy compared against the full-text or keyword-based retrieval algorithms. The solution can sort the results by semantic relevance based on the user's input search request. The present solution can provide meaningful results to the user even when the search text does not include the exact search keywords or phrases entered by the user.

Claim (Index 12):
A system to retrieve content based on text input, the system comprising a memory storing processor executable instructions and one or more processors to:\n receive a request comprising a plurality of terms; generate, by a vector generator executed by the one or more processors, a sentence vector to map the request to a first vector space; retrieve, from a database by the vector generator, a plurality of trained sentence vectors corresponding to a plurality of candidate electronic documents, wherein each of the plurality of trained sentence vectors map a respective sentence of each of the plurality of candidate electronic documents to the first vector space; generate, by a scoring engine executed by the one or more processors, a similarity score for each of the plurality of trained sentence vectors based on the respective one of the plurality of trained sentence vectors and the sentence vector; select, by the scoring engine, an electronic document from the plurality of candidate electronic documents based on a ranking of the similarity score of each of the plurality of trained sentence vectors; and provide the electronic document.

Metadata:
- Claim Count in Document: 42.0
- Percentile: 86.0
- Lexical Diversity: 1.81132
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['10626984', '12606171', '15619421', '15474956', '13190365']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2801267355736604
- 35 USC 102 Novelty (BERT): 0.4870719217941927
- Combined Prediction Score: 0.3008212541957137
- Mean Citation Score: 214.326544
- Max Citation Score: 231.00893
- Similarity Product: 173.8630932975626

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