PATENT CLAIM ANALYSIS

Application Number: 15884887
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["704", "257000"]

Abstract:
Mechanisms are provided for conducting a natural language dialogue between the automatic dialogue system and a user of a client computing device. An automatic dialogue system receives natural language text corresponding to a user input from the user via the client computing device, the natural language text having an ambiguous portion of natural language text. The automatic dialogue system analyzes user profile information corresponding to the user to identify an anomaly in the user profile information and predicts a user intent associated with the anomaly. The automatic dialogue system disambiguates the ambiguous portion of the natural language text based on the predicted user intent and generates a response to the user input based on the disambiguated natural language text which is output to the client computing device to thereby conduct the natural language dialogue.

Claim (Index 20):
An apparatus comprising:\n a processor; and a memory coupled to the processor, wherein the memory comprises instructions which, when executed by the processor, cause the processor to implement an automatic dialogue system for conducting a natural language dialogue between the automatic dialogue system and a user of a client computing device, wherein the automatic dialogue system operates to: receive natural language text corresponding to a user input from the user via the client computing device, the natural language text having an ambiguous portion of natural language text; analyze user profile information corresponding to the user to identify at least one anomaly in the user profile information; predict at least one user intent associated with the at least one anomaly, wherein the user intent indicates a potential reason for the user input from the user; disambiguate the ambiguous portion of the natural language text based on the predicted at least one user intent to generate a disambiguated natural language text corresponding to the user input; generate a response to the user input based on the disambiguated natural language text; and output the response to the client computing device to thereby conduct the natural language dialogue, wherein analyzing user profile information corresponding to the user to identify at least one anomaly in the user profile information comprises identifying statistics, patterns, or trends in the user profile information over a predetermined period of time indicating an anomalous change in at least one variable of the user profile information, and determining associated factors indicating reasons for the anomalous change in the at least one variable.

Metadata:
- Claim Count in Document: 14.0
- Percentile: 86.0
- Lexical Diversity: 2.48214
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13793805', '15467291', '14478121', '14569517', '14394824']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.261668172314153
- 35 USC 102 Novelty (BERT): 0.4735078222866861
- Combined Prediction Score: 0.2828521373114063
- Mean Citation Score: 206.251996
- Max Citation Score: 216.18898
- Similarity Product: 170.73578383177755

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 0

Dataset: test