PATENT CLAIM ANALYSIS

Application Number: 16434210
Application Type: Utility
Filing Date: 2019-06
Publication Date: 2019-12
Patent Classification: ["704", "235000"]

Abstract:
A system determines user intent from text. A conversation element is received. An intent is determined by matching a domain independent relationship and a domain dependent term determined from the received conversation element to an intent included in an intent database that stores a plurality of intents and by inputting the matched intent into a trained classifier that computes a likelihood that the matched intent is the intent of the received conversation element. An action is determined based on the determined intent. A response to the received conversation element is generated based on the determined action and output.

Claim (Index 18):
A computing device comprising:\n a processor; and a non-transitory computer-readable medium operably coupled to the processor, the computer-readable medium having computer-readable instructions stored thereon that, when executed by the processor, cause the computing device to\n receive a conversation element; \n determine an intent by matching a domain independent relationship and a domain dependent term determined from the received conversation element to an intent included in an intent database that stores a plurality of intents and by inputting the matched intent into a trained classifier that computes a likelihood that the matched intent is the intent of the received conversation element, wherein matching the domain independent relationship and the domain dependent term determined from the received conversation element to the intent included in the intent database comprises\n determining a plurality of syntactic relationships from the received conversation element; \n mapping the determined syntactic relationships to determine domain independent relationships from the received conversation element using a predefined semantic relationship database and predefined syntactic rules; \n determining domain dependent terms from the received conversation element; \n combining the determined domain independent relationships and the determined domain dependent terms in a graph; and \n identifying an intent from the intent database based on a match with the graph, wherein the intent database includes one or more slots predefined for each intent in a context of a semantic relationship, wherein a domain term is defined for each of the one or more slots; \n \n determine an action based on the determined intent; \n generate a response to the received conversation element based on the determined action; and \n output the generated response.

Metadata:
- Claim Count in Document: 13.0
- Percentile: 100.0
- Lexical Diversity: 2.19149
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16404753', '16238331', '15274859', '16022362', '14266253']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3061080093988822
- 35 USC 102 Novelty (BERT): 0.4550623156737405
- Combined Prediction Score: 0.321003440026368
- Mean Citation Score: 155.80287199999995
- Max Citation Score: 156.916
- Similarity Product: 118.87986237502098

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