PATENT CLAIM ANALYSIS

Application Number: 15995019
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-12
Patent Classification: ["700", "276000"]

Abstract:
Disclosed is a system and method for managing the comfort of building occupants. The system utilizes a model-based approach for targeting occupant comfort levels. The system allows for voting input from building occupants regarding their respective comfort. Additionally, the system provides a user interface to gather occupant input and use said input as a parameter in a comfort model.

Claim (Index 6):
The function of  claim 1 , wherein said function may be comprised of, but not limited to, one or more of the following techniques: averaging methods, such as arithmetic mean, geometric mean, harmonic mean, trimean, median, mode, mid-range, quadratic mean (RMS), cubic mean, generalized mean, weighted mean; machine learning and statistical techniques, such as linear regression, logistic regression, polynomial regression, k-means clustering, k-nearest neighbors, decision trees, perceptron, multi-layer perceptron (neural network), kernel methods, support vector machines, ensemble methods, boosting, bagging, na\u00efve Bayes, expectation maximization, Gaussian mixture models, Gaussian processes, principal component analysis, singular value decomposition, reinforcement learning, Voronoi decomposition; and social theory voting techniques and concepts, such as social welfare functions, social choice functions, single transferrable vote, Bucklin's rule, social decision schemes, collective utility functions, and Condorcet method and extensions such as Copeland's rule, maximin, Dodgson's rule, Young's rule, and ranked pairs.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 93.0
- Lexical Diversity: 1.56098
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12721698', '13651510', '14322724', '12412421', '12055057']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3818502466050076
- 35 USC 102 Novelty (BERT): 0.4994937352535069
- Combined Prediction Score: 0.3936145954698575
- Mean Citation Score: 160.460048
- Max Citation Score: 164.22786000000005
- Similarity Product: 85.6866059366441

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

Dataset: test