PATENT CLAIM ANALYSIS

Application Number: 16019453
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-10
Patent Classification: ["707", "734000"]

Abstract:
Embodiments of the present invention provide methods, systems, apparatuses, and computer program products for integrating user-specific context indicators into a searchable enterprise platform. In one embodiment, an apparatus is configured to apply a learned user profile, to a set of search results to obtain a user-specific, ranked arrangement of search results. The learned user profile may be developed through the application of a machine learning and/or trained model to a set of user behaviors that have been determined or otherwise detected within an enterprise platform, such that the user-specific context in which a user's search arises can be modeled and applied to retrieved digital content items associated with a search query within the enterprise platform.

Claim (Index 1):
An apparatus for integrating user-specific context indicators to a searchable enterprise platform comprising a plurality of software applications, 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 at least one processor, cause the apparatus to:\n receive a search request from a client device associated with a learned user profile; retrieve a set of learned user profile values associated with the learned user profile; retrieve a set of search results comprising a preliminary digital content item set that is associated with the plurality of software applications, wherein retrieving the set of search results comprises applying the search request to a term vector model; apply the set of search results and the set of learned user profile values associated with the learned user profile to a multiple additive regression trees model to produce a user-specific digital content item set; output the user-specific digital content item set to the client device associated with the user.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 94.0
- Lexical Diversity: 1.61538
- Patent Class: 707.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15633640', '15633598', '11770027', '15156399', '12873622']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2101626631394947
- 35 USC 102 Novelty (BERT): 0.5262581106709007
- Combined Prediction Score: 0.2417722078926353
- Mean Citation Score: 227.500872
- Max Citation Score: 366.5972
- Similarity Product: 348.1607688106061

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

Dataset: test