INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM PRODUCT

• US 20170277679A1
• Filed: 03/13/2017
• Published: 09/28/2017
• Est. Priority Date: 03/23/2016
• Status: Abandoned Application

• Current Assignee: Kabushiki Kaisha Toshiba (Toshiba Corporation)
• Original Assignee: Kabushiki Kaisha Toshiba (Toshiba Corporation)
• Inventors: Miyabe, Yasunari, Goto, Kazuyuki, Cho, Kenta, Shinozaki, Masahisa, Sakanushi, Keisuke, Zu, Guowei, Hirano, Kaoru
• Application Number:
  US15/456,843
• Publication Number:
  US 20170277679A1
• Time in Patent Office: Days
• CPC Class Codes: G06F 40/253 Grammatical analysis; Style critique
• CPC Class Codes: G06F 40/284 Lexical analysis, e.g. tokenisation or collocates
• CPC Class Codes: G06F 40/30 Semantic analysis
• CPC Class Codes: G06F 40/53 Processing of non-Latin text kana-to-kanji conversion G06F40/129; vowelisation G06F40/232
• CPC Class Codes: G10L 15/26 Speech to text systems G10L15/08 takes precedence

Abstract

An information processing device includes an extracting unit, a first calculating unit, and a second calculating unit. From a sentence included in a set of sentences, the extracting unit extracts compound words, each made of a plurality of words, and first words other than the words constituting the compound words. The first calculating unit calculates, based on the occurrence frequencies of the first words and based on the occurrence frequencies of the compound words, first degrees of importance indicating the degrees of importance of the first words and the degrees of importance of the compound words. With respect to first sentences included in the set of sentences, the second calculating unit calculates second degrees of importance, which indicate the degrees of importance of the first sentences, based on the first degrees of importance of the words and the first degrees of importance of the compound words.

Claims

1. An information processing device comprising:

an extracting unit that, from a sentence included in a set of sentences, extracts a compound word made of a plurality of words and extracts a first word other than the words constituting the compound word;

a first calculating unit that, based on occurrence frequency of the first word and based on occurrence frequency of the compound word, calculates a first degree of importance indicating degree of importance of the first word and calculates a first degree of importance indicating degree of importance of the compound word; and

a second calculating unit that, with respect to a first sentence included in the set of sentences, calculates a second degree of importance, which indicates degree of importance of the first sentence, based on the first degree of importance of the word and the first degree of importance of the compound word.

2. The information processing device according to claim 1, wherein the first calculating unit calculates the first degree of importance based on occurrence frequency of the first word, based on occurrence frequency of the compound word, and based on concatenation frequency indicating frequency at which a word constituting the compound word gets connected to some other word.

3. The information processing device according to claim 2, wherein the concatenation frequency represents at least one of

frequency at which a word constituting the compound word gets connected to some other word included in the set of sentences, and

frequency at which a word constituting the compound word gets connected to some other word included in a corpus different than the set of sentences.

4. The information processing device according to claim 1, wherein the set of sentences includes a sentence output as a result of speech recognition.

5. The information processing device according to claim 4, further comprising a converting unit that converts a first character string, which is included in a sentence included in the set of sentences, into a second character string, wherein

the extracting unit extracts the compound word and the first word from a sentence which is included in the set of sentences and which includes a character string converted by the converting unit.

6. The information processing device according to claim 1, wherein the second calculating unit

calculates a first score indicating degree of importance of the first sentence based on the first degree of importance of the first word and the first degree of importance of the compound word included in the first sentence,

calculates a second score indicating degree of importance of a sentence included in the set of sentences in such a way that, the degree of importance of the concerned sentence is higher in proportion to the similarity of the concerned sentence with the set of sentences, and, if there is a sentence that has already been selected as a sentence similar to the set of sentences, degree of importance of concerned sentence is higher in inverse proportion to similarity of concerned sentence with the already-selected sentence, and

calculates the second degree of importance based on the first score and the second score.

7. The information processing device according to claim 1, wherein, with respect to a sentence included in the set of sentences, the second calculating unit calculates, using a word vector in which the first degree of importance is treated as weight, the second degree of importance in such a way that, the degree of importance of the concerned sentence is higher in proportion to the similarity of the concerned sentence with the set of sentences, and, if there is a sentence that has already been selected as a sentence similar to the set of sentences, degree of importance of concerned sentence is higher in inverse proportion to similarity of concerned sentence with the already-selected sentence.

8. An information processing method comprising:

extracting, from a sentence included in a set of sentences, a compound word, which is made of a plurality of words, and a first word other than the words constituting the compound word;

first-calculating that, based on occurrence frequency of the first word and based on occurrence frequency of the compound word, includes calculating a first degree of importance indicating degree of importance of the first word and calculating a first degree of importance indicating degree of importance of the compound word; and

second-calculating that, with respect to a first sentence included in the set of sentences, includes calculating a second degree of importance, which indicates degree of importance of the first sentence, based on the first degree of importance of the word and the first degree of importance of the compound word.

9. A computer program product having a computer readable medium including programmed instructions, wherein the instructions, when executed by a computer, cause the computer to function as:

an extracting unit that, from a sentence included in a set of sentences, extracts a compound word made of a plurality of words and extracts a first word other than the words constituting the compound word;

a first calculating unit that, based on occurrence frequency of the first word and based on occurrence frequency of the compound word, calculates a first degree of importance indicating degree of importance of the first word and calculates a first degree of importance indicating degree of importance of the compound word; and

a second calculating unit that, with respect to a first sentence included in the set of sentences, calculates a second degree of importance, which indicates degree of importance of the first sentence, based on the first degree of importance of the word and the first degree of importance of the compound word.