Method and system for intent-driven searching
View Patent ↗The present teaching relates to searching. In one example, a search query is received from a person. A plurality of search results are retrieved based on the search query. An intent of the person is estimated with respect to at least some of the plurality of search results. The estimated intent is what the person intends to do with respect to the at least some of the plurality of search results. The plurality of search results are provided based on the estimated intent of the person.
1. A method, implemented on a computing device having at least one processor, storage, and a communication platform capable of connecting to a network for searching, the method comprising:
receiving a search query from a person;
retrieving a plurality of search results based on the search query;
determining an application and a setting within the application in which the person issued the search query;
estimating an intent of the person with respect to at least some of the plurality of search results based on how other users interacted with the application in the setting; and
providing the plurality of search results based on the estimated intent of the person.
2. The method of claim 1 , wherein the step of providing comprises:
determining a priority for each of the at least some of the plurality of search results based on the intent of the person; and
presenting the plurality of search results based on the priority for each of the at least some of the plurality of search results.
3. The method of claim 1 , wherein the step of providing comprises:
determining a priority for each of the at least some of the plurality of search results based on the intent of the person;
filtering the plurality of search results based on the priority for each of the at least some of the plurality of search results to generate a subset of the plurality of search results; and
presenting the subset of the plurality of search results.
4. The method of claim 1 , wherein the step of estimating the intent is via collaborative filtering based on information related to others with respect to the at least some of the plurality of search results.
5. The method of claim 4 , wherein the information related to the others includes:
actions taken by the others with respect to the at least some of the plurality of search results; and
responses to the actions taken by the others with respect to the at least some of the plurality of search results.
6. The method of claim 1 , wherein the intent includes:
an intent to save a search result; and
an intent to share a search result.
7. The method of claim 1 , wherein the intent is estimated based on actions performed by other users with respect to the at least some of the plurality of search results previously presented to the other users, and corresponding to a query initiated in the type of application.
8. The method of claim 1 , wherein the application is one of an email application and a social networking application.
9. A system for searching, comprising:
a search engine configured to retrieve a plurality of search results based on a search query received from a person;
an intent estimator configured to
determine an application and a setting within the application in which the person issued the search query, and
estimate an intent of the person with respect to at least some of the plurality of search results based on how other users interacted with the application in the setting; and
a search result enhancer configured to provide the plurality of search results based on the estimated intent of the person.
10. The system of claim 9 , wherein the search result enhancer comprises:
a priority determining unit configured to determine a priority for each of the at least some of the plurality of search results based on the intent of the person; and
a ranking unit configured to present the plurality of search results based on the priority for each of the at least some of the plurality of search results.
11. The system of claim 9 , wherein the search result enhancer comprises:
a priority determining unit configured to determine a priority for each of the at least some of the plurality of search results based on the intent of the person;
a filtering unit configured to filter the plurality of search results based on the priority for each of the at least some of the plurality of search results to generate a subset of the plurality of search results; and
a ranking unit configured to present the subset of the plurality of search results.
12. The system of claim 9 , wherein the intent is estimated via collaborative filtering based on information related to others with respect to the at least some of the plurality of search results.
13. The system of claim 12 , wherein the information related to the others includes:
actions taken by the others with respect to the at least some of the plurality of search results; and
responses to the actions taken by the others with respect to the at least some of the plurality of search results.
14. The system of claim 9 , wherein the intent includes:
an intent to save a search result; and
an intent to share a search result.
15. A non-transitory, machine-readable medium having information recorded thereon for searching, wherein the information, when read by a machine, causes the machine to perform the steps of:
receiving a search query from a person;
retrieving a plurality of search results based on the search query;
determining an application and a setting within the application in which the person issued the search query;
estimating an intent of the person with respect to at least some of the plurality of search results based on how other users interacted with the application in the setting; and
providing the plurality of search results based on the estimated intent of the person.
16. The medium of claim 15 , wherein the step of providing comprises:
determining a priority for each of the at least some of the plurality of search results based on the intent of the person; and
presenting the plurality of search results based on the priority for each of the at least some of the plurality of search results.
17. The medium of claim 15 , wherein the step of providing comprises:
determining a priority for each of the at least some of the plurality of search results based on the intent of the person;
filtering the plurality of search results based on the priority for each of the at least some of the plurality of search results to generate a subset of the plurality of search results; and
presenting the subset of the plurality of search results.
18. The medium of claim 15 , wherein the step of estimating the intent is via collaborative filtering based on information related to others with respect to the at least some of the plurality of search results.