PATENT CLAIM ANALYSIS

Application Number: 15892279
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-11
Patent Classification: ["707", "737000"]

Abstract:
The present disclosure discloses a method and system for detecting overlapping communities based on similarity between nodes in a social network. The method comprises steps of: receiving a social network to be detected; calculating a level of similarity between nodes in the social network to be detected; detecting overlapping communities in the social network based on the level of similarity between nodes; and, outputting a structure of the detected overlapping communities. In the method for detecting overlapping communities based on similarity between nodes in a social network of the present disclosure, a method for calculating similarity between network structure information and node attribute information is fused in the social network environment, and a method for discovering overlapping communities by fusing the similarity between nodes is proposed on this basis to obtain a high-quality community cohered in terms of both network structure and node preference.

Claim (Index 10):
The method according to  claim 1 , wherein for a node v i , the similar potential p(v i ) of the node v i  is expressed by: p \ue8a0 ( v i ) = \u2211 v j \u2208 U \ue8a0 ( v i ) \ue89e \ue89e exp \ue8a0 ( S \ue8a0 ( v j , v i ) 2 2 \ue89e \u03c3 2 ) , wherein S(v j , v i ) is the similarity between the node v j  and the node v i , and \u03c3 is a range of an applied field U(v i ) of the node v i .

Metadata:
- Claim Count in Document: 13.0
- Percentile: 88.0
- Lexical Diversity: 2.75
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['14786188', '14391676', '14207205', '13098870', '14363161']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2346923669737562
- 35 USC 102 Novelty (BERT): 0.5168049588734429
- Combined Prediction Score: 0.2629036261637249
- Mean Citation Score: 234.905806
- Max Citation Score: 244.0496
- Similarity Product: 124.22857864542009

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

Dataset: test