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 10):
The system of  claim 6 , wherein the chat bot analysis unit is configured to analyze the input sentence by utilizing the pre-trained sequence modelling based Recurrent Neural Network (RNN) to obtain the category associated with the input sentence by:\n training the sequence modelling based RNN by utilizing a set of labelled data, wherein the set of labelled data comprising a set of sentences and a category associated with each sentence; and analyze, the input sentence into the category by utilizing the pre-trained sequence modelling based RNN.

Metadata:
- Claim Count in Document: 23.0
- Percentile: 91.0
- Lexical Diversity: 2.13846
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15455591', '15649010', '15368380', '15841963', '15938586']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2136549865315066
- 35 USC 102 Novelty (BERT): 0.4827497760239065
- Combined Prediction Score: 0.2405644654807466
- Mean Citation Score: 151.55608
- Max Citation Score: 161.11264
- Similarity Product: 112.52513318990708

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