Search engine inference based virtual assistance

• US 10,380,206 B2
• Filed: 09/11/2015
• Issued: 08/13/2019
• Est. Priority Date: 03/16/2010
• Status: Expired due to Fees

• Current Assignee: Streamline Licensing LLC (IP Edge LLC)
• Original Assignee: Empire Technology Development LLC (Allied Inventors Management, LLC)
• Inventors: Kruglick, Ezekiel
• Primary Examiner(s): Boccio, Vincent F
• Application Number:
  US14/851,226
• Publication Number:
  US 20160004780A1
• Time in Patent Office: 1,432 Days
• Field of Search: 707722, 707759, 707706, 704246, 704257, 704270
• CPC Class Codes: G06F 16/9035 Filtering based on additional data, e.g. user or group profiles
• CPC Class Codes: G06F 16/9535 Search customisation based on user profiles and personalisation
• CPC Class Codes: G06F 16/957 Browsing optimisation, e.g. caching or content distillation
• CPC Class Codes: G06N 5/04 Inference or reasoning models
• CPC Class Codes: G10L 15/26 Speech to text systems G10L15/08 takes precedence

Abstract

Techniques described herein generally relate to real time inference based systems. Example embodiments may set forth devices, methods, and computer programs related to search engine inference based virtual assistance. One example method may include a computing device adapted to receive text as input and a computer processor arranged to determine at least one inference regarding subject matter of the text based on one or more web searches of one or more terms within the text. The inference(s) may then be automatically displayed upon the inference(s) being determined. The text may be automatically received as input from a voice-to-text converter as voice-to-text conversion producing the text is occurring.

Claims

1. A computing device, comprising:

a processor; and

a non-transitory computer-readable storage medium coupled to the processor and having stored thereon computer executable instructions that are executable by the processor,

wherein the computer executable instructions, in response to execution by the processor, cause the processor to perform or control performance of operations comprising;

identify received text data related to content;

identify a first one or more words in the received text data;

indicate the first one or more words as a first search term, wherein a rarity score of the first one or more words meets a first threshold;

identify a received first one or more search results of a first search performed with the first search term;

determine whether a number of the first one or more search results meets a second threshold for a received number of first one or more search results;

in response to a determination that the number of the first one or more search results fails to meet the second threshold for the received number of first one or more search results;

identify a second one or more words in the received text data;

indicate a combination of the first one or more words and the second one or more words as a second search term; and

identify a second one or more search results of a second search performed with the second search term; and

send information related to at least a portion of the first one or more search results or at least a portion of the second one or more search results.

2. The computing device of claim 1, wherein at least a portion of the information is outputted by a speaker.

3. The computing device of claim 1, wherein at least a portion of the information is outputted by a display.

4. The computing device of claim 1, wherein at least a portion of the information includes one or more links.

5. The computing device of claim 1, wherein at least a portion of the information is used to enhance performance of voice-to-text recognition.

6. The computing device of claim 1, wherein the operations further comprise:

generate the content during a voice communication.

7. The computing device of claim 1, wherein the operations further comprise:

generate the content during a text communication.

8. The computing device of claim 1, wherein the operations further comprise:

generate the content during a video conference.

9. The computing device of claim 1, wherein the operations further comprise:

generate the content during a chat session.

10. The computing device of claim 1, wherein the content is part of streamed audio data or streamed video data.

11. The computing device of claim 1, wherein the content is part of played-back audio data or played-back video data.

12. The computing device of claim 1, wherein the operations further comprise:

generate the text data by voice-to-text recognition.

13. The computing device of claim 1, wherein the operations to identify the first one or more words in the received text data include at least one operation to:

determine that the first one or more words are missing from a list of common words.

14. The computing device of claim 1, wherein the second one or more words are neighbors to the first one or more words.

15. The computing device of claim 1, wherein the threshold is user configurable.

16. The computing device of claim 1, wherein the rarity score of the first one or more words is determined by a comparison of the first one of more words with a stored word rarity list that comprises word rarity scores.

17. A method to provide information, the method comprising:

receiving text data related to content;

identifying a first one or more words in the received text data;

indicating the first one or more words as a first search term, wherein a rarity score of the first one or more words meets a first threshold;

receiving a first one or more search results of a first search performed with the first search term;

determining whether a number of the first one or more search results meets a second threshold for a received number of first one or more search results;

in response to a determination that the number of the first one or more search results fails to meet the second threshold for the received number of first one or more search results;

identifying a second one or more words in the received text data;

indicating a combination of the first one or more words and the second one or more words as a second search term; and

receiving a second one or more search results of a second search performed with the second search term; and

sending information related to at least a portion of the first one or more search results or at least a portion of the second one or more search results.

18. The method of claim 17, wherein the sending information related to the at least the portion of the first one or more search results or the at least the portion of the second one or more search results comprises sending a link to additional information regarding the at least the portion of the first one or more search results or the at least the portion of the second one or more search results.

19. A computing device, comprising:

a processor; and

a non-transitory computer-readable storage medium coupled to the processor and having stored thereon computer executable instructions that are executable by the processor,

wherein the computer executable instructions, in response to execution by the processor, cause the processor to perform or control performance of operations comprising;

identify received text data related to content;

identify a first two or more words in the received text data;

indicate the first two or more words as a first search term;

identify a received first one or more search results of a first search performed with the first search term;

determine whether a number of the first one or more search results meets a threshold for a received number of first one or more search results;

in response to a determination that the number of the first one or more search results fails to meet the threshold for the received number of first one or more search results;

identify a second one or more words in the first two or more words, wherein the second one or more words are neighbors to the first two or more words in an inference term table;

remove the second one or more words from the first two or more words to form a second search term; and

identify a received second one or more search results of a second search performed with the second search term; and

send information related to at least a portion of the first one or more search results or at least a portion of the second one or more search results.

20. A method to provide information, the method comprising:

receiving text data related to content;

identifying a first two or more words in the received text data;

indicating the first two or more words as a first search term;

receiving a first one or more search results of a first search performed with the first search term;

determining whether a number of the first one or more search results meets a threshold for a received number of first one or more search results;

in response to a determination that the number of the first one or more search results fails to meet the threshold for the received number of first one or more search results;

identifying a second one or more words in the first two or more words, wherein the second one or more words are neighbors to the first two or more words in an inference term table;

removing the second one or more words from the first two or more words to form a second search term; and

receiving a second one or more search results of a second search performed with the second search term; and

sending information related to at least a portion of the first one or more search results or at least a portion of the second one or more search results.