PATENT CLAIM ANALYSIS

Application Number: 16001874
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-12
Patent Classification: ["707", "737000"]

Abstract:
A journal of operations persistently stores a collection of user and machine interactions with documents, concepts within documents, and relationships/mentions among such documents and concepts. A knowledge graph or other visual expression can be used to provide an interactive format for user interactions with this information, and to visually display the accumulated information in the journal of operations on user's device of choice. Such accumulations are often called aggregations or aggregates. Both human users and computer users such as automated recommendation engines, machine learning algorithms, and the like can interact with the journal of operations to facilitate computer-assisted discovery and organization of data around a topic of interest to the human user. The resulting journal of operations and aggregations of those operations such as a knowledge graph or other visual expression(s) also provides a useful medium for sharing knowledge with other users and collaborating on investigation of a topic.

Claim (Index 1):
A computer program product for recommending content, the computer program product comprising non-transitory computer executable code embodied in a computer readable medium that, when executing on one or more computing devices, performs the steps of:\n presenting a graph on a first surface, the graph having a plurality of graph elements including one or more documents and concepts presented as vertices of the graph, and one or more relationships among the one or more documents and concepts presented as edges of the graph; receiving a first action from a human user with one of the plurality of graph elements on the first surface; storing a record of the first action in a journal of operations, wherein the journal of operations is persistently stored in a data store accessible by the first surface and also accessible by a machine-based algorithm operating on a computing platform executing independently from a device hosting the first surface, and wherein the record includes identifying information for a first document associated with the first action and a first mention of a first concept within the first document associated with the first action; receiving a second action from the machine-based algorithm that responds to the first action and identifies a second mention of the concept in a second document; and storing the second action in the journal of operations.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.87356
- Patent Class: 707.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14330438', '14330358', '14710342', '14644771', '14644811']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2106957968886513
- 35 USC 102 Novelty (BERT): 0.4469251039298309
- Combined Prediction Score: 0.2343187275927693
- Mean Citation Score: 141.61162399999995
- Max Citation Score: 151.70367
- Similarity Product: 122.41705541279912

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