PATENT CLAIM ANALYSIS

Application Number: 15861956
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-12
Patent Classification: ["704", "009000"]

Abstract:
Systems and methods for identifying news trends involve identifying trending entities in the collected articles based on entity weights and identifying trending topics in the collected articles based on entities and associated items. The identified trending topics or trending entities can be used to automatically inform publishers of the identified trending topics or trending entities, automatically select advertisements related to one or more of the identified trending topics or trending entities, automatically generate an article discussing one or more of the identified trending topics or trending entities, and/or automatically generate a website widget related to one or more of the identified trending topics or trending entities.

Claim (Index 19):
A method, comprising:\n collecting a number of articles; identifying trending topics in the collected articles based on entities and associated items by\n for each of the number of collected articles\n identifying the entities and the associated items in a portion of a selected article; \n full-text searching of the identified entities and associated items against a database of the collected number of articles to identify matching articles; and \n generating a score based on a number of matching articles; \n \n ranking each of the number of collected articles based on the score generated for each of the number of articles; \n selecting a number of collected articles having a highest score as representing trending topics; and \n using the identified trending topics to\n automatically inform publishers of the identified trending topics, \n automatically select advertisements related to one or more of the identified trending topics, \n automatically generate an article discussing one or more of the identified trending entities, \n automatically select an article discussing one or more of the identified trending topics or trending entities, or \n automatically generate a website widget related to one or more of the identified trending topics.

Metadata:
- Claim Count in Document: 60.0
- Percentile: 86.0
- Lexical Diversity: 2.3617
- Patent Class: 704.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15359431', '12977942', '14586049', '15392362', '15723095']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2760804081560722
- 35 USC 102 Novelty (BERT): 0.5028324171623737
- Combined Prediction Score: 0.2987556090567024
- Mean Citation Score: 230.80657600000004
- Max Citation Score: 243.87039
- Similarity Product: 154.74283336971402

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