PATENT CLAIM ANALYSIS

Application Number: 15980616
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-11
Patent Classification: ["706", "047000"]

Abstract:
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for detecting and analyzing user reactions to messages received. One of the methods includes obtaining reaction data characterizing a reaction of a first user to a communication sent by a second user using a first communication service, wherein the first communication service allows users to react to received communications by selecting from a predetermined set of proprietary reactions that are supported by the first communication service; analyzing the reaction data to generate standardized reaction data that characterizes a sentiment of the reaction of the first user to the communication; mapping the standardized reaction data to one or more proprietary reactions from the predetermined set of proprietary reactions that are supported by the first communication service; and providing, to the first communication service, data identifying the one or more proprietary reactions.

Claim (Index 18):
The non-transitory computer storage medium of  claim 13 , the operations further comprising:\n obtaining a second set of reaction data characterizing a second reaction of a third user to a second communication sent by a fourth user using a second communication service, wherein the second communication service allows users to react to received communications by selecting from a predetermined set of proprietary reactions that are supported by the second communication service, wherein the predetermined set of proprietary reactions supported by the second communication service is different from the set of proprietary reactions supported by the first communication service, and wherein the third user has not selected any proprietary reaction supported by the second communication service in response to the communication sent by the fourth user; analyzing the second set of reaction data to generate a second set of standardized reaction data that characterizes a sentiment of the second reaction of the third user to the second communication, wherein the standardized reaction data comprises multiple reaction types and respective associated confidence score for each reaction type; mapping the second set of standardized reaction data to one or more proprietary reactions from the predetermined set of proprietary reactions that are supported by the second communication service using a second machine learning model, wherein the second machine learning model is specific to the second communication service and has been trained on a training data set from communication history data of the second communication service; and providing, to the second communication service, a second set of data identifying the one or more proprietary reactions.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.5
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['10781673', '15234127', '13115704', '12858601', '10781640']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3533798714553498
- 35 USC 102 Novelty (BERT): 0.4913621180721618
- Combined Prediction Score: 0.367178096117031
- Mean Citation Score: 110.2982808
- Max Citation Score: 114.11836
- Similarity Product: 63.151295623574256

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