PATENT CLAIM ANALYSIS

Application Number: 16020260
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2020-01
Patent Classification: ["725", "046000"]

Abstract:
The video recommendation system provided with an on-line connection system generates on-line video recommendations using collaborative filtering for clusters of member profiles. The recommendation system clusters member profiles using member profile information as clustering criteria. The video recommendations are then generated for a given cluster, based on aggregation of video viewing history recorded for the member profiles that are in the given cluster, using the video similarity matrix. In order to produce video recommendations for a particular member profile, the recommendation system first determines cluster membership for the member profile, retrieves recommendations generated for that cluster, and provides recommendations to the associated member. A user interface including references to one or more recommended videos is rendered on a display device of a viewer.

Claim (Index 8):
The method of  claim 7 , wherein an activity from the types of activity is a job search.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.9
- Patent Class: 725.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16020843', '15365682', '13309481', '12193749', '15250687']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4396622609806138
- 35 USC 102 Novelty (BERT): 0.5198594776596087
- Combined Prediction Score: 0.4476819826485133
- Mean Citation Score: 152.61751199999995
- Max Citation Score: 208.22108
- Similarity Product: 100.58076217326284

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