PATENT CLAIM ANALYSIS

Application Number: 15924637
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-07
Patent Classification: ["725", "115000"]

Abstract:
The present disclosure provides a method and a server apparatus for delivering content based on content-aware using a neural network. A server apparatus for content delivery is provided, including a content clustering unit for clustering multiple contents provided from a content provider based on a similarity; a training unit for training a cluster-wise content reconstruction model by using contents contained in each cluster in accordance with a result of clustering performed by the content clustering unit; a storage unit for storing the multiple contents and the cluster-wise content reconstruction model; and a transmission unit for transmitting content requested by a user and a content reconstruction model corresponding to a cluster containing the content requested to a user terminal.

Claim (Index 1):
A server apparatus for content delivery, comprising:\n a content clustering unit, implemented by one or more processors, configured to cluster a plurality of contents provided from a content provider by using metadata of the plurality of contents based on a similarity; a training unit, implemented by the one or more processors, configured to train a cluster-wise content reconstruction model by using contents contained in each cluster in accordance with a result of clustering performed by the content clustering unit, and configured to record an association between the cluster-wise content reconstruction model and the contents in each cluster on association information metadata of a manifest file; a content storage unit, implemented by a hardware chip, configured to store the plurality of contents and the cluster-wise content reconstruction model; and a transmission unit, implemented by the one or more processors, configured to transmit the association information metadata of the manifest file to a user terminal, and in response to a request from the user terminal based on the association information metadata, transmit content requested by the user terminal and a content reconstruction model corresponding to a cluster containing the content requested to the user terminal.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 90.0
- Lexical Diversity: 2.13793
- Patent Class: 725.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['13941083', '14578189', '15336871', '14975654', '14578050']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.47068813888304
- 35 USC 102 Novelty (BERT): 0.4674592260804808
- Combined Prediction Score: 0.4703652476027842
- Mean Citation Score: 174.98693400000005
- Max Citation Score: 181.30309
- Similarity Product: 141.36784057367203

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