METHOD OF CLUSTERING SEARCH RESULTS

• US 20150278198A1
• Filed: 03/26/2015
• Published: 10/01/2015
• Est. Priority Date: 03/31/2014
• Status: Abandoned Application

• Current Assignee: ABBYY Production LLC (ABBYY Software)
• Original Assignee: ABBYY InfoPoisk LLC
• Inventors: Andreev, Sergey
• Application Number:
  US14/670,045
• Publication Number:
  US 20150278198A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/3344 using natural language analysis
• CPC Class Codes: G06F 16/35 Clustering; Classification
• CPC Class Codes: G06F 16/367 Ontology
• CPC Class Codes: G06F 40/211 Syntactic parsing, e.g. based on context-free grammar [CFG] or unification grammars
• CPC Class Codes: G06F 40/268 Morphological analysis
• CPC Class Codes: G06F 40/30 Semantic analysis

Abstract

A method and system for facilitating a semantic search based on one or more corpuses of natural language texts and presenting clustered results are provided. One or more corpuses of natural language texts are received including indexed linguistic parameters and semantic structures of lexical units. The linguistic parameters and semantic structures are generated during a preliminary syntactico-semantic analysis. Searching for text fragments satisfying a query in the one or more corpuses is performed. Relevance of the search results is estimated according to selected lexical meaning.

Claims

1. A method for searching in electronic text corpora and displaying search results in a user interface, the method comprising:

obtaining by a computer processor a search query including one or more groups of words;

displaying by a computer processor a list of lexical meanings based on the one or more groups of words from the query;

obtaining by a computer processor from a user, one or more selected lexical meanings from the list of lexical meanings;

displaying search results relevant to the selected lexical meaning to the user in the user interface.

2. The method of claim 1, wherein the group of words is a word combination.

3. The method of claim 1, wherein the group of words is one word.

4. The method of claim 1, further comprising searching for fragments relevant to the query in electronic text corpora, wherein the search results are displayed to the user based on the found fragments.

5. The method of claim 1, wherein the list of lexical meanings for the groups of words from the query is formed based on request to a semantic hierarchy.

6. The method of claim 5, wherein the list of lexical meanings for the groups of words from the query is filtered based on semantic and syntactic analysis of the query to exclude incompatible lexical meanings.

7. The method of claim 1, further comprising

performing a preliminary semantic and syntactic analysis of a text corpus comprising determining the lexical meanings of texts from the text corpus;

indexing the texts from the text corpus; and

storing the indexes for the texts in the text corpus.

8. The method of claim 4, wherein the search for fragments in the electronic text corpora is performed for the user-selected lexical meaning, and the search results are displayed to the user based on the found fragments.

9. The method of claim 1, wherein the lexical meanings in the list of lexical meanings for the groups of words comprising the query are attributed and displayed to the user.

10. The method of claim 1, wherein the list of lexical meanings for the words or word combinations from the query is displayed as a drop-down list.

11. The method of claim 1, wherein each lexical meaning of the word or word combination from the query is presented as a tab on a toolbar.

12. The method of claim 4, wherein each lexical meaning for the word or word combination from the query is accompanied by a number of fragments found for this lexical meaning.

13. The method of claim 5, wherein the lexical meanings in the list of lexical meanings for the words or word combinations from the query are ordered based on a priori estimations of the lexical meanings in the semantic hierarchy.

14. The method of claim 4, wherein the lexical meanings in the list of lexical meanings for the words or word combinations from the query are ordered based on an actual number of text fragments for each lexical meaning represented in the semantic hierarchy found in the text corpus.

15. The method of claim 4, wherein the search for fragments in the electronic text corpora matching the query is performed by keywords from the query.

16. The method of claim 15, further comprising performing semantic and syntactic analysis of the found fragments;

and

determining lexical meanings of the found fragments.

17. The method of claim 16, further comprising clustering the found segments by their lexical meanings to be displayed to the user.

18. A system for searching in electronic text corpora and displaying search results in a user interface, the system including:

one or more processors;

one or more memory devices;

program instructions for a computing device recorded on one or more memory devices that, when running on one or more processors, control the system to;

obtain by a computer processor a search query including one or more groups of words;

display by a computer processor a list of lexical meanings based on the one or more groups of words from the query;

obtain by a computer processor from a user, one or more selected lexical meanings from the list of lexical meanings;

display search results relevant to the selected lexical meaning to the user in the user interface.

19. A non-transitory computer storage media encoded with one or more computer programs, the one or more computer programs comprising instructions that when executed by data processing apparatus cause the data processing apparatus to perform operations for searching in electronic text corpora and displaying search results in a user interface, comprising:

obtaining by a computer processor a search query including one or more groups of words;

displaying by a computer processor a list of lexical meanings based on the one or more groups of words from the query;

obtaining by a computer processor from a user, one or more selected lexical meanings from the list of lexical meanings;

displaying search results relevant to the selected lexical meaning to the user in the user interface.