PATENT CLAIM ANALYSIS

Application Number: 16271429
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-12
Patent Classification: ["455", "456300"]

Abstract:
Methods, computer program products, and systems are presented. The method computer program products, and systems can include, for instance: examining data of a plurality of traveling users, wherein at least some of the plurality of traveling users have associated mobile client computer devices, and determining, by machine logic, based on the examining that certain traveling users of the plurality of traveling users are traveling in a group; deciding, by machine logic, based on the determining that one or more action is to be performed, wherein the deciding is in dependence on a processing of historical data, the historical data specifying activities of the certain traveling users when the certain traveling users travel in a group; and providing one or more output for performance of the one or more action.

Claim (Index 18):
A computer program product comprising:\n a computer readable storage device readable by one or more processing circuit and storing instructions for execution by one or more processor for performing a method comprising:\n examining data of a plurality of traveling users, wherein at least some of the plurality of traveling users have associated mobile client computer devices, and determining based on the examining that certain traveling users of the plurality of traveling users are traveling in a group; \n deciding based on the determining that one or more action is to be performed, wherein the deciding is in dependence on a processing of historical data, the historical data specifying activities of the certain traveling users when the certain traveling users travel in a group; and \n providing one or more output for performance of the one or more action, wherein the method includes classifying the certain traveling users as belonging to a previously registered specific group of traveling users having a previously recorded associated specific group ID, wherein the deciding includes using a decision data structure that cognitively maps one or more action specifier to the specific group ID, and wherein the specified action is determined using a machine learning trained predictive model that is iteratively trained using training data, the predictive model predicting purchases made by respective first and second users associated to the specific group ID.

Metadata:
- Claim Count in Document: 24.0
- Percentile: 99.0
- Lexical Diversity: 2.28125
- Patent Class: 455.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16014344', '16203938', '15824440', '15982008', '15955058']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.6269621444627048
- 35 USC 102 Novelty (BERT): 0.5457633079867014
- Combined Prediction Score: 0.6188422608151045
- Mean Citation Score: 205.637272
- Max Citation Score: 382.59482
- Similarity Product: 367.4225777374936

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

Dataset: test