PATENT CLAIM ANALYSIS

Application Number: 15965596
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["715", "744000"]

Abstract:
Various embodiments describe techniques for dynamically customizing structured interactive content for a particular user within a session of an interactive computing environment. Machine-learning techniques are used to establish a behavioral class of each individual user based on user interactions with a diagnostic set of interactive content items during the session. The identified behavioral class is used to customize interactive content presented later during the session using various machine-learning techniques. In some embodiments, the user progress during the session is determined based on user interactions with the customized interactive content, and a content customization is performed if the user progress is below a threshold value.

Claim (Index 11):
The computer-implemented method of  claim 10 , wherein the first manner includes:\n a particular order; a particular time; a particular display color; or a particular audio volume.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 91.0
- Lexical Diversity: 1.83333
- Patent Class: 715.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14674854', '14474036', '15474970', '15867639', '15279845']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3385403465981466
- 35 USC 102 Novelty (BERT): 0.4866752484327254
- Combined Prediction Score: 0.3533538367816045
- Mean Citation Score: 181.729724
- Max Citation Score: 202.6405
- Similarity Product: 138.13445896884798

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