PATENT CLAIM ANALYSIS

Application Number: 15980762
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["455", "405000"]

Abstract:
A method for detecting applications of mobile user terminals, comprising parsing the files of an app to obtain the domains of its requests and splitting every domain into words to generate an app signature ( 1 ), weighting ( 2 ) the words to obtain their frequency, splitting the mobile traffic ( 3 ) into traffic blocks and splitting each traffic block ( 4 ) into words, generating a traffic vector for each block by including its words and the repetition or frequency ( 5 ) of each word in the block, comparing the generated traffic vectors with the generated signature ( 1 ) by applying the similarity method ( 6 ) to obtain the number of times that the signature ( 1 ) of each app is detected in the traffic vectors of a mobile terminal, estimating a probability ( 7 ) of a user having each app installed in the mobile terminal, applying a threshold ( 8 ) on the probability ( 7 ) to discard wrongly detected applications.

Claim (Index 6):
The method according to  claim 5 , wherein the threshold is defined by means of a maximization of the F1-measure.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 93.0
- Lexical Diversity: 2.35526
- Patent Class: 455.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15132584', '14560609', '15153108', '15111232', '13076633']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6759442434391166
- 35 USC 102 Novelty (BERT): 0.4934338167646819
- Combined Prediction Score: 0.6576932007716733
- Mean Citation Score: 115.75444699999998
- Max Citation Score: 126.17306
- Similarity Product: 72.86518100109339

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

Dataset: test