PATENT CLAIM ANALYSIS

Application Number: 16175905
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-06
Patent Classification: ["705", "007310"]

Abstract:
Provided herein are systems, methods and computer readable media for receiving consumer search data, aggregating by consumer and location, and utilizing the aggregated consumer search data in demand forecasting and relevance determination. An example method may include receiving consumer search data, the consumer search data indicative of search performed by a consumer, the consumer search data comprising one or more search terms and at least one of a consumer location or consumer identification information, storing the consumer search data for a predetermined time interval, and providing at least one of consumer aggregated search data to a relevance module for determining which of a plurality of promotions to present to a consumer at a second time or providing location aggregated search data to a demand forecasting module for utilization in forecasting promotion demand in a particular location.

Claim (Index 45):
An apparatus for calculating demand of a product or service utilizing searched attributes derived from consumer browsing activity, the apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the processor, cause the apparatus to at least:\n implicitly infer a first portion of the searched attributes as a function of user browsing activity, the user browsing activity being navigation of a hierarchical data structure, the hierarchical data structure comprising at least a location and hyper-location or a category and sub-category; store, for each of one or more consumers, the first portion of the searched attributes as consumer data in a consumer profile; access, for each of one or more consumers, consumer data accessed from an associated consumer profile of the consumer, wherein the consumer data comprises searched attributes associated with the consumer, generate promotions, each representative of an offer for sale of an actual product or service from an actual merchant, comprised of attributes configured to be matched to the searched attributes; and cause display of a particular page layout on a user interface of a consumer device associated with the consumer, the particular page layout comprised of the promotions matching the searched attributes associated with the consumer and the consumer device, the particular page layout configured as a function of specifications of the consumer device, a detected specific location, and consumer preferences.

Metadata:
- Claim Count in Document: 62.0
- Percentile: 97.0
- Lexical Diversity: 2.37705
- Patent Class: 705.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14106203', '15997921', '15919742', '14316228', '14316245']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1197443493695413
- 35 USC 102 Novelty (BERT): 0.576323062789394
- Combined Prediction Score: 0.1654022207115266
- Mean Citation Score: 315.93201000000005
- Max Citation Score: 491.43585
- Similarity Product: 418.4313976412058

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

Dataset: test