PATENT CLAIM ANALYSIS

Application Number: 16051471
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-05
Patent Classification: ["715", "764000"]

Abstract:
Systems and methods of visual mining of user behavior patterns are disclosed. A plurality of clickstreams may be received. Each clickstream may represent a corresponding sequence of user actions. A visual representation of each clickstream may be caused to be displayed on a device. Each visual representation may comprise a distinct graphical element for each user action of the corresponding clickstream, and each visual representation may be configured to indicate a frequency level of the corresponding clickstream. Each distinct graphical element may comprise a geometric shape and a corresponding color that distinctly represents the corresponding user action. Graphical elements of each visual representation may comprise a size that is proportional to the frequency level of the corresponding clickstream. An indication of a selection of one of the visual representations may be received, and additional information about the corresponding clickstream may be caused to be displayed on the device.

Claim (Index 1):
A system comprising:\n a machine having a memory and at least one processor; and a data visualization module, executable by the machine, configured to:\n receive a plurality of clickstreams, each clickstream representing a corresponding sequence of user actions; and \n cause a visual representation of each clickstream to be displayed on a device, each visual representation comprising a distinct graphical element for each user action of the corresponding clickstream, and each visual representation being configured to indicate a frequency level of the corresponding clickstream.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 95.0
- Lexical Diversity: 2.50794
- Patent Class: 715.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['13946903', '10056766', '11755972', '15047339', '10551102']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2879879018335359
- 35 USC 102 Novelty (BERT): 0.4845658673225172
- Combined Prediction Score: 0.3076456983824341
- Mean Citation Score: 131.50711299999998
- Max Citation Score: 242.06494
- Similarity Product: 190.5685053832066

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

Dataset: test