PATENT CLAIM ANALYSIS

Application Number: 15872903
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-01
Patent Classification: ["704", "232000"]

Abstract:
Embodiments of the present disclosure provide a method and a device for managing a dialogue based on artificial intelligence. The method includes the followings. An optimum system action is determined from at least one candidate system action according to a current dialogue status feature, a candidate system action feature and surrounding feedback information of the at least one candidate system action and based on a decision model. Since the current dialogue status corresponding to the current dialogue status feature includes uncertain results of natural language understanding, the at least one candidate system action acquired according to the current dialogue status also includes the uncertain results of natural language understanding.

Claim (Index 10):
A computer device, comprising: a processor and a memory;\n wherein the processor is configured to run a program corresponding to executable program codes by reading the executable program codes stored in the memory, to realize acts of: receiving current dialogue information; determining a user intention of the current dialogue information; determining query dimension distribution information and current single-round slot distribution information of the current dialogue information under the user intention; generating current multi-round slot distribution information according to the current single-round slot distribution information of the current dialogue information and historical multi-round slot distribution information of historical dialogue information; generating a current dialogue status according to the user intention, the query dimension distribution information and the current multi-round slot distribution information of the current dialogue information; performing a first feature extraction on the current dialogue status to obtain a current dialogue status feature; determining at least one candidate system action according to the current dialogue status and a pre-configured rule; performing a second feature extraction on the at least one candidate system action to obtain a candidate system action feature of each of the at least one candidate system; and inputting the current dialogue status feature, the candidate system action feature of each of the at least one candidate system and surrounding feedback information of the at least one candidate system action to a decision model, wherein the decision model is configured to determine an optimum system action from the at least one candidate system action.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.21154
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['11298765', '15406425', '15678065', '14243477', '12964866']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4258970170808494
- 35 USC 102 Novelty (BERT): 0.4563928635229385
- Combined Prediction Score: 0.4289466017250583
- Mean Citation Score: 180.504532
- Max Citation Score: 194.25969
- Similarity Product: 158.68084379432025

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