PATENT CLAIM ANALYSIS

Application Number: 15754366
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2018-09
Patent Classification: ["340", "001100"]

Abstract:
Provided is an information providing apparatus ( 10 ) including a reliability determination unit ( 11 ) that determines a reliability of an inference result obtained by inferring an operation state of a monitored electric device group, on the basis of time-series measurement data and training data, the time-series measurement data including any one of current consumption and power consumption of the monitored electric device group and the training data associating each of a plurality of the operation states which can be assumed by the electric device group with a feature value of each of the plurality of operation states, and an output unit ( 12 ) that outputs information related to the reliability.

Claim (Index 11):
The information providing apparatus according to  claim 10 ,\n wherein when a probability density distribution function of the feature value x in the n-th operation state is set to P n (x) (provided P n (x) denotes a normal distribution or a multivariate normal distribution, and x denotes a vector when P n (x) denotes a multivariate normal distribution), the reliability determination unit calculates T m (x) on the basis of Expression (1), T m (x) being the reliability when the m-th operation state is inferred on the basis of the feature value x: T m \ue8a0 ( x ) = P m \ue8a0 ( x ) \u2211 a = 1 n \ue89e \ue89e P a \ue8a0 ( x ) . Expression \ue89e \ue89e ( 1 )

Metadata:
- Claim Count in Document: 21.0
- Percentile: 88.0
- Lexical Diversity: 1.96667
- Patent Class: 340.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15300512', '15300496', '15214544', '15336117', '15300531']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6371101823737567
- 35 USC 102 Novelty (BERT): 0.5201281340450822
- Combined Prediction Score: 0.6254119775408893
- Mean Citation Score: 160.18430800000004
- Max Citation Score: 192.98018
- Similarity Product: 110.94678452245356

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