Method for searching related documents based on and guided by meaningful entities
One embodiment provides a system for searching related documents. During operation, the system receives a source document. The system then searches related documents based on semantic entities extracted from the source document. Next, the system receives user-adjusted search criteria and updates search results of related documents based on the user-adjusted search criteria.
1. A computer-executable method for searching related documents, the method comprising:
receiving a source document;
searching for related documents based on semantic entities extracted from the source document;
receiving user-adjusted search criteria from a user, wherein the user-adjusted search criteria include a user-adjusted entity-extraction sensitivity, and wherein the user-adjusted entity-extraction sensitivity indicates a number of semantic entities that are to be extracted from the source document; and
updating search results of related documents based on the user-adjusted search criteria, wherein the user-adjusted search criteria include the number of semantic entities that are extracted from the source document.
2. The method of claim 1 , wherein the search criteria also include at least one of:
a selection indication associated with an entity indicating whether the entity is included or excluded from the searching of related documents;
a weight associated with the entity, wherein the weight indicates an importance of the entity for the searching of related documents; and
a search sensitivity indication corresponding to a number of related documents that are to be included in the search results, wherein a higher sensitivity results in more related documents being included in the search results and a lower sensitivity results in fewer related documents being included in the search results.
3. The method of claim 1 , further comprising:
receiving one or more added source documents; and
updating the search results of related documents based on semantic entities extracted from the added source documents.
4. The method of claim 1 , further comprising:
allowing a user to specify one or more additional semantic entities; and
updating the search results of related documents based on the user-specified semantic entities.
5. The method of claim 4 , wherein the user-specified semantic entities are relevant entities chosen from a group of known entities.
6. The method of claim 1 , wherein the search criteria are saved in a configuration file.
7. The method of claim 1 , wherein the searching of related documents involves calculating similarity levels of other documents in relation to the source document.
8. A system for searching related documents, comprising:
a processor;
a memory;
a document-receiving mechanism configured to receive a source document;
a related-document searching mechanism configured to search for related documents based on semantic entities extracted from the source document;
a search-criteria receiving mechanism configured to receive user-adjusted search criteria from a user, wherein the user-adjusted search criteria include a user-adjusted entity-extraction sensitivity source document, and wherein the user-adjusted entity-extraction sensitivity indicates a number of semantic entities that are to be extracted from the source document; and
a search-updating mechanism configured to update search results of related documents based on the user-adjusted search criteria, wherein the user-adjusted search criteria include the number of semantic entities that are extracted from the source document.
9. The system of claim 8 , wherein the search criteria also include at least one of:
a selection indication associated with an entity indicating whether the entity is included or excluded from the searching of related documents;
a weight associated with the entity, wherein the weight indicates an importance of the entity for the searching of related documents; and
a search sensitivity indication corresponding to a number of related documents that are to be included in the search results, wherein a higher sensitivity results in more related documents being included in the search result and a lower sensitivity results in fewer related documents being included in the search results.
10. The system of claim 8 , wherein the document-receiving mechanism is further configured to receive one or more added source documents; and wherein the search-updating mechanism is further configured to update the search results of related documents based on semantic entities extracted from the added source documents.
11. The system of claim 8 , further comprising a user-input mechanism allowing a user to specify one or more semantic entities, wherein the search-updating mechanism is further configured to update the search results of related documents based on the user-specified semantic entities.
12. The system of claim 11 , wherein the user-specified semantic entities are relevant entities chosen from a group of known entities.
13. The system of claim 8 , wherein the search criteria are saved in a configuration file.
14. The system of claim 8 , wherein while searching related documents, the related-document searching mechanism is further configured to calculate similarity levels of other documents in relation to the source document.
15. A graphical user interface (GUI), comprising:
a display device configured to display:
a first user-interface element configured to receive a source document;
a second user-interface element configured to display search results of related documents based on semantic entities extracted from the source document; and
a third user-interface element configured to receive user-adjusted search criteria from a user, wherein the user-adjusted search criteria include a user-adjusted entity-extraction sensitivity, and wherein the entity-extraction sensitivity indicates a number of semantic entities that are to be extracted from the source document; wherein search results of related documents are updated based on the user-adjusted search criteria, wherein the user-adjusted search criteria include the number of semantic entities that are extracted from the source document.
16. The GUI of claim 15 , wherein the search criteria also include at least one of:
a selection indication associated with an entity indicating whether the entity is included or excluded from the searching of related documents;
a weight associated with the entity, wherein the weight indicates an importance of the entity for the searching of related documents; and
a search sensitivity indication corresponding to a number of related documents that are to be included in the search result, wherein a higher sensitivity results in more related documents being included in the search result and a lower sensitivity results in fewer related documents being included in the search results.
17. The GUI of claim 15 , wherein the first user-interface element is further configured to allow a user to add one or more source documents; and wherein the search results of related documents are updated based on semantic entities extracted from the added source documents.
18. The GUI of claim 15 , wherein the first user-interface element is configured to allow a user to specify one or more semantic entities; and wherein the search results of related documents are updated based on the user-specified semantic entities.
19. The GUI of claim 15 , wherein the display device is further configured to display a fourth user-interface element, wherein the fourth user-interface element is configured to receive one or more semantic entities.
20. The GUI of claim 15 , wherein the display device is further configured to display a fifth user-interface element which allows a user to adjust the entity-extraction sensitivity corresponding to a number of entities that are to be extracted from the source document.