PATENT CLAIM ANALYSIS

Application Number: 15983733
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["704", "009000"]

Abstract:
A method is provided for controlling a device based on acquired text data. The method includes acquiring the text data indicating a voice spoken by a user, and analyzing a meaning of the text data based on a table, in which a word and a vector representing a meaning of the word in a vector space of predetermined dimensions are associated. The method also includes generating a command to control the device based on the analyzed meaning of the text data. The table is generated by performing a learning process by assigning to a first word a first vector representing a meaning of the first word in the vector space, and by assigning to a second word a second vector representing a meaning of the second word in the vector space, in accordance with an arrangement of a word string in a first text corpus and a second text corpus.

Claim (Index 14):
A non-transitory computer-readable recording medium, including a program that causes a computer to execute a method, the program, when executed by the computer, causing the computer to execute operations including:\n acquiring text data indicating a voice spoken by a user; analyzing a meaning of the text data based on a table in which a word and a vector representing a meaning of the word in a vector space of predetermined dimensions are associated; and generating a command to control the device based on the analyzed meaning of the text data, wherein the table is generated by performing a learning process by assigning to a first word a first vector representing a meaning of the first word in the vector space and by assigning to a second word a second vector representing a meaning of the second word in the vector space, in accordance with an arrangement of a word string in a first text corpus and a second text corpus, wherein the first text corpus includes first text data of a first sentence, including the first word and described in a natural language, and second text data of a second sentence, including the second word different in meaning from the first word, with a second word distribution indicating types and frequencies of words appearing within a predetermined range prior to and subsequent to the second word being similar to a first word distribution within the predetermined range prior to and subsequent to the first word in the first sentence, and wherein the second text corpus includes third text data of a third sentence, including a third word identical to at least one of the first word and the second word, with a third word distribution within the predetermined range prior to and subsequent to the third word being not similar to the first word distribution.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 93.0
- Lexical Diversity: 2.72414
- Patent Class: 704.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15176114', '15342361', '15342292', '14182946', '15247690']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2588018219095521
- 35 USC 102 Novelty (BERT): 0.5777630887721695
- Combined Prediction Score: 0.2906979485958138
- Mean Citation Score: 277.122638
- Max Citation Score: 479.68146
- Similarity Product: 383.71935582579374

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