PATENT CLAIM ANALYSIS

Application Number: 15958731
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2018-10
Patent Classification: ["704", "009000"]

Abstract:
A chat bot is a system designed to engage in a conversation with users on various tasks, like resolving a complaint, especially over internet. The present disclosure computes a set of hidden intent of a user from by using a set of words and a domain ontology associated with the set of words. Initially, the input sentence is analyzed to identify a category associated with it. Further, the set of words are extracted from the categorized input sentence using sentence parsers. Further, the set of hidden intent of the user is utilized for computing a set of epistemic rules. Further, the set of epistemic rules are utilized to compute a set of hop states and a next sentence is generated based on the set of hop states.

Claim (Index 7):
The system of  claim 6 , wherein the chat bot analysis unit is configured to compute the set of hidden intent of the user by analyzing the set of words and the set of domain ontology associated with the set of words by:\n evaluating, a set of opinions from the set of words by utilizing an opinion mining technique, wherein the set of opinion includes a positive opinion and a negative opinion; evaluating, a set of contextual information from the set of words by utilizing the opinion mining technique, wherein the set of contextual information is associated with the domain ontology the input sentence; and computing, the set of hidden intent associated with the user by applying the set of domain ontology to the set of opinions and the set of information by utilizing a pre-trained LSTM, wherein the pre-trained LSTM is trained with a set of input sentences appeared in the past and the corresponding responses.

Metadata:
- Claim Count in Document: 23.0
- Percentile: 91.0
- Lexical Diversity: 2.13846
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15455591', '15649010', '15368380', '15841963', '15938586']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2326927366026222
- 35 USC 102 Novelty (BERT): 0.4935631242292752
- Combined Prediction Score: 0.2587797753652875
- Mean Citation Score: 151.55608
- Max Citation Score: 161.11264
- Similarity Product: 104.14144907938004

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

Dataset: test