SYSTEM AND METHOD FOR PROVIDING A USER INTERFACE WITH SEARCH QUERY BROADENING

Abstract

A system and method for providing a user interface with search query broadening is described. A query defining a search executable on potentially retrievable information is accepted. The query is parsed. A broadened query is provided. At least one of the broadened query and results of a search executed on the broadened query is presented.

Description

FIELD OF THE INVENTION

The present invention relates in general to query processing and, in particular, to a system and method for providing a user interface with search query broadening.

BACKGROUND OF THE INVENTION

Although the Internet traces back to the late 1960s, the widespread availability and acceptance of personal computing and internetworking have resulted in the explosive growth and unprecedented advances in information sharing technologies. In particular, the Worldwide Web (“Web”) has revolutionized accessibility to untold volumes of information in stored electronic form to a worldwide audience, including written, spoken (audio) and visual (imagery and video) information, both in archived and real-time formats. In short, the Web has provided desktop access to every connected user to a virtually unlimited library of information in almost every language worldwide.

Information exchange on the Web operates under a client-server model. Individual clients execute Web content retrieval and presentation applications, typically in the form of Web browsers. The Web browsers send request messages for Web content to centralized Web servers, which function as data storage and retrieval repositories. The Web servers parse the request messages and return the requested Web content in response messages.

Search engines have evolved in tempo with the increased usage of the Web to enable users to find and retrieve relevant Web content in an efficient and timely manner. As the amount and types of Web content has increased, the sophistication and accuracy of search engines has likewise improved. Generally, search engines strive to provide the highest quality results in response to a search query. However, determining quality is difficult, as the relevance of retrieved Web content is inherently subjective and dependent upon the interests, knowledge and attitudes of the user.

Existing methods used by search engines are based on matching search query terms to terms indexed from Web pages. More advanced methods determine the importance of retrieved Web content using, for example, a hyperlink structure-based analysis, such as described in S. Brin and L. Page, “The Anatomy of a Large-Scale Hypertextual Search Engine,” (1998) and in U.S. Pat. No. 6,285,999, issued Sep. 4, 2001 to Page, the disclosures of which are incorporated by reference.

A typical search query scenario begins with either a natural language question or individual terms, often in the form of keywords, being submitted to a search engine. The search engine executes a search against a data repository describing information characteristics of potentially retrievable Web content and identifies the candidate Web pages. Searches can often return thousands or even millions of results, so most search engines typically rank or score only a subset of the most promising results. The top Web pages are then presented to the user, usually in the form of Web content titles, hyperlinks, and other descriptive information, such as snippets of text taken from the Web pages.

Providing quality search results is complicated by several factors. First, a given search query can often be expressed in multiple forms based on the individual terms, which constitute the search query. For instance, a particular term may have synonyms, alternate spellings, share a common root form, or have a semantic meaning similar to other words. Likewise, a particular term may share a conceptual meaning with other related words. Moreover, an individual term could be part of a compound term, which, when combined with one or more other terms, may also have multiple forms.

In addition, the choice of terms selected by a user submitting a search query can affect search result quality. A user may simply fail to realize the scope of the search and could provide a set of individual terms that inadvertently limit the search to a portion of potentially responsive results. Similarly, the user could possess a limited vocabulary due to, for instance, an unfamiliarity with the subject matter of the search, and consequently poorly frame or even mischaracterize the query. Finally, the user might misunderstand the techniques employed by a particular search engine and provide terms that are ill-suited to the search engine.

Accordingly, there is a need for an approach to broadening a search query. Broadening search characteristics may be used, such as synonyms, alternate spellings, terms that share a common root form, or have a semantic meaning similar to other words, as well as search characteristics that share a conceptual meaning with other related words. The broadened search scope can result in increased search quality.

There is a further need for an approach to providing a user interface presenting broadened search queries. In one example, individual search characteristics occurring as part of a compound term would be identified and considered when providing one or more broadening search characteristics. Such broadened search characteristics may be flexibly presented to the user in multiple display formats.

SUMMARY OF THE INVENTION

An embodiment provides a system and method for providing a user interface with search query broadening. A query defining a search executable on potentially retrievable information is accepted. The query is parsed. A broadened query is provided. At least one of the broadened query and results of a search executed on the broadened query is presented.

Still other embodiments of the present invention will become readily apparent to those skilled in the art from the following detailed description, wherein are described embodiments of the invention by way of illustrating the best mode contemplated for carrying out the invention. As will be realized, the invention is capable of other and different embodiments and its several details are capable of modifications in various obvious respects, all without departing from the spirit and the scope of the present invention. Accordingly, the drawings and detailed description are to be regarded as illustrative in nature and not as restrictive.

BRIEF DESCRIPTION OF THE DRAWINGS

The patent or application file contains at least one drawing executed in color. Copies of this patent or patent application publication with the color drawings will be provided by the Office upon request and payment of the necessary fee.

FIG. 1 is a block diagram showing a system for providing a user interface with search query broadening, in accordance with the present invention.

FIG. 2 is a block diagram showing a computer system for use in the system of FIG. 1.

FIGS. 3A-3B are diagrams showing, by way of example, a search query presented relative to broadened search characteristics determined in accordance with the present invention.

FIG. 4 is a screen shot showing, by way of example, a Web page containing search results retrieved through broadened search characteristics.

FIG. 5 is a flow diagram showing a method for providing a user interface with search query broadening, in accordance with the present invention.

FIG. 6 is a flow diagram showing a routine for broadening a query for use in the method of FIG. 5.

FIG. 7 is a flow diagram showing a routine for presenting a broadened query for use in the method of FIG. 5.

DETAILED DESCRIPTION

System Overview

FIG. 1 is a block diagram showing a system 10 for providing a user interface with search query broadening, in accordance with the present invention. A plurality of individual clients 12 are communicatively interfaced to a server 11 via an internetwork 13, such as the Internet, or other form of communications network, as would be recognized by one skilled in the art. The individual clients 12 are operated by users 19 who transact requests for Web content and other operations through their respective client 12.

In general, each client 12 can be any form of computing platform connectable to a network, such as the internetwork 13, and capable of interacting with application programs. Exemplary examples of individual clients include, without limitation, personal computers, digital assistances, “smart” cellular telephones and pagers, lightweight clients, workstations, “dumb” terminals interfaced to an application server, and various arrangements and configurations thereof, as would be recognized by one skilled in the art. The internetwork 13 includes various topologies, configurations, and arrangements of network interconnectivity components arranged to interoperatively couple with enterprise, wide area and local area networks and include, without limitation, conventionally wired, wireless, satellite, optical, and equivalent network technologies, as would be recognized by one skilled in the art.

For Web content exchange and, in particular, to transact searches, each client 12 executes a Web browser 18 (“Web browser”), which preferably implements a graphical user interface and through which search queries are sent to a Web server 20 executing on the server 11, as further described below with reference to FIG. 2. Each search query describes or identifies information, generally in the form of Web content, which is potentially retrievable via the Web server 20. The search query provides search characteristics, typically expressed as individual terms, such as keywords and the like, and attributes, such as language, character encoding and so forth, which enables a search engine 21, also executing on the server 11, to identify and send back Web pages. Other styles, forms or definitions of search queries and characteristics are feasible, as would be recognized by one skilled in the art.

The Web pages are sent back to the Web browser 18 for presentation, usually in the form of Web content titles, hyperlinks, and other descriptive information, such as snippets of text taken from the Web pages. The user can view or access the Web pages on the graphical user interface and can input selections and responses in the form of typed text, clicks, or both. The server 11 maintains an attached storage device 15 in which Web content 22 is maintained. The Web content 22 could also be maintained remotely on other Web servers (not shown) interconnected either directly or indirectly via the internetwork 13 and which are preferably accessible by each client 12.

The search engine 21 preferably identifies the Web content 22 best matching the search characteristics to provide high quality Web pages, such as described in S. Brin and L. Page, “The Anatomy of a Large-Scale Hypertextual Search Engine” (1998) and in U.S. Pat. No. 6,285,999, issued Sep. 4, 2001 to Page, the disclosures of which are incorporated by reference. In identifying matching Web content 22, the search engine 21 operates on information characteristics describing potentially retrievable Web content, as further described below with reference to FIG. 2. Note the functionality provided by the server 20, including the Web server 20 and search engine 21, could be provided by a loosely- or tightly-coupled distributed or parallelized computing configuration, in addition to a uniprocessing environment.

The individual computer systems, including server 11 and clients 12, include general purpose, programmed digital computing devices consisting of a central processing unit (processors 13 and 16, respectively), random access memory (memories 14 and 17, respectively), non-volatile secondary storage 15, such as a hard drive or CD ROM drive, network or wireless interfaces, and peripheral devices, including user interfacing means, such as a keyboard and display. Program code, including software programs, and data is loaded into the RAM for execution and processing by the CPU and results are generated for display, output, transmittal, or storage. The Web browser 18 is an HTTP-compatible Web browser, such as the Internet Explorer, licensed by Microsoft Corporation, Redmond, Wash.; Navigator, licensed by Netscape Corporation, Mountain View, Calif.; or a Mozilla or JavaScript enabled browser, as are known in the art.

Computer System Components

FIG. 2 is a block diagram showing a computer system 30 for use in the system 10 of FIG. 1. The computer system 30 includes a processor 31 and visual display 32, such as a computer monitor or liquid crystal diode (LCD) display, as are known in the art. The computer system 30 executes a Web browser 18 (shown in FIG. 1), which preferably implements a graphical user interface 37. Visual Web content is output within a display area defined on the graphical user interface 37 while user inputs are generally input both within the display area and within specified user input regions. Textual user inputs are received via a keyboard 33. Linear, non-textual inputs are received via an optional pointing device 34, such as a mouse, trackball, track pad, or arrow keys. Similarly, voice- and sound-based inputs are received via a microphone 35. Visual outputs are displayed via the graphical user interface 37 on the visual display 32, while audio outputs are played on the speakers 36. In particular, search queries are entered as user inputs and each search query is dynamically broadened, as further described below with reference to FIG. 6. The broadened search terms can be presented, generally as visual Web content, as further described below with reference to FIG. 7, and executed. Other forms of computer components, including processor 31, visual display 32, and input and output devices could be used, as would be recognized by one skilled in the art.

Sample Screen Shot

FIGS. 3A-3B are diagrams showing, by way of example, a search query 40 presented relative to broadened search characteristics, such as query terms 43, 44, determined in accordance with the present invention. The example search query 40 constitutes a list of the individual terms 41 consisting of “car,” “repair,” and “help.” One or more of the individual terms 41 are broadened to enable the search engine 21 generate search results using a query framed more loosely or broadly than with the original unbroadened terms 41.

“Broadening” refers to modifying the scope of the search query 40, such that the search results reflect an increased breadth, rather than a narrowing, limiting, or otherwise restricting of the search scope. Broadening can include modifying, replacing, supplementing, removing, or otherwise restating one or more search characteristics, such as terms 41, but need not be so limited. Search characteristics include query terms, concepts and other forms of information specified in or derivable from a query to help identify the content sought. Broadening can also include rewriting or modifying the query 40 either in whole or in part. As an example, broadening can include providing synonyms, alternate spellings, common root forms, or terms having a similar semantic meaning or terms sharing a conceptual meaning. In addition, broadening can include altering the query scope through query modification, such as by excluding a broadened term in an initial search and evaluating the search results relative to the excluded term using categorical or clustered distinctions. Broadening can also include, for example, determining a semantic or conceptual meaning of a query, or one or more search characteristics in a query, and broadening the query based on related semantic or conceptual meanings; such broadening may, but need not, be performed using related search characteristics. Consequently, broadening encompasses analyzing the query 40 and introducing changes to effect broader search result scope and increased search quality.

By way of example, in a simplest form, one or more words related to at least one of the original terms 41 could be disjunctively added to the original query 40. The search engine 21 would then execute the expanded query using the broadened list of terms. For instance, the individual term 41 of “car” could be supplemented with “vehicle” and the search engine 21 would execute a search on a query consisting of the terms “car,” “vehicle,” “repair,” and “help.”

By way of further example, the search engine 21 could initially execute a query, which excludes an original term 41, and map the search results into categories of related terms associated with the excluded original term 41. For instance, the individual term 41 of “help” could be excluded and the search engine 21 would execute a search on a query consisting only of the terms “car” and “repair.” The search engine 21 would then map the resultant search results into specific categories of related terms associated with the term of “help.” Alternatively, the search engine 21 could form clusters of search results, rather than mapping the search results into categories. Clusters group search results at a conceptual level, whereas categories group at a literal level of related terms

The foregoing approaches to broadening the original terms 41 are provided merely as examples of broadening techniques and are not meant to limit or restrict the scope of the invention. Other broadening techniques could be used in addition to or in combinations with the foregoing techniques, which can be selected and combined in various arrangements, as would be recognized by one skilled in the art.

Referring first to FIG. 3A, the individual term 41 of “car” has been broadened to include the list of broadened terms 43 consisting of “cars,” “autos,” and “auto.” Each of the sample broadened terms have been selected from a set of words having a synonymous, alternate spelling, common root, or similar semantic meaning, although other selections of broadened terms could be used in addition to or in combination with the foregoing words set, which can be selected and combined in various styles and arrangements, as would be recognized by one skilled in the art.

Referring next to FIG. 3B, the individual term 41 of “help” has been broadened to include the list of broadened terms 44 consisting of “guide,” “tips,” “tutorial,” and “problem.” Each of the sample broadened terms have been selected from a set of words having a related conceptual meaning, although other selections of broadened terms could be used in addition to or in combination with the foregoing words set, which can be selected and combined in various styles and arrangements, as would be recognized by one skilled in the art.

In a further embodiment, each individual term 41 being broadened could be provided as a hyperlink, either with or without the broadened terms list 43, 44. In list form, each broadened term 43, 44 forms a part of the broadened query upon selection by the user. In non-list form, each selected term 41 is broadened upon selection by the user.

In a further embodiment (not shown), individual terms 41 are logically grouped with one or more other individual terms 41 to form a compound term and a set of broadened terms is determined for the compound term. For example, the term 41 of “hot” followed by the term of “dog” could be logically grouped to form the compound term “hot dog” and a list of broadened terms could include the term 41 of “hamburger,” “wiener,” and “sausage.” Other forms of identifying and combining individual terms 41 to logically form compound and complex terms are possible, as would be recognized by one skilled in the art.

Both broadened terms lists 43, 44 are presented as a static list, although other forms of presentation, including a menu of selectable terms, a list of selectable terms, a set of checkboxes, and a set of hyperlinks corresponding to each broadened term, either with or without a broadened terms list, could be used, as would be recognized by one skilled in the art. Note that such a user interface allowing selection of one or more choices may also be employed to restrict or focus queries, as opposed to broadening queries. For example, from a query containing the term “vegetarian,” the choices “ovo lacto,” “lacto” and “vegan” may be generated, and a user may be allowed to select one or more of the choices to focus an original query.

Finally, a “select all” option 42 is provided supplemental to the individual terms list 41. Selection of the “select all” option 42 triggers the selection of each of the broadened terms lists 43, 44, although other forms of full or partial broadened terms selection are possible, as would be recognized by one skilled in the art.

Sample Screen Shot

FIG. 4 is a screen shot showing, by way of example, a Web page 50 containing search results 52 retrieved through broadened search characteristics. The search query constitutes a list of individual terms 41 consisting of “car,” “repair,” and “help.” The example search results 52 match the list of terms consisting of “auto,” “guide,” and “problems,” reflecting a broadening of the terms 41 of “car” and “help.” An operator ‘˜’ is prepended to the terms “car” and “help” to expressly request query broadening with respect to the indicated terms. Optionally, a delimiter, such as the ‘\’ character, can be provided with the operator ‘˜’ to signal an ordinary meaning with respect to the operator. For example, the term “\˜car” would signal that the term should be treated by the search engine 21 as consisting of “˜car” without query broadening.

In a further embodiment, every search characteristic, including term 41, in a search query 40 could be automatically broadened by including at least one occurrence of the operator within the search query 40.

In a further embodiment, the use of an operator is optional and search query broadening is instead requested through the use of hyperlinks associated with one or more individual search characteristics, including terms 41. Thus, a search characteristic would be broadened upon selection of the associated hyperlink by the user. Other forms of operators and delimiters are possible, as would be recognized by one skilled in the art.

In a further embodiment, the use of the operator ‘˜’ includes an assignable strength, which could be, for example, indicated through repetition of the operator or through the use of alternative operators. For example, the term 41 of “˜˜help” appearing with two occurrences of the operator ‘˜’ would indicate that the term 41 should be broadened further than indicated by the occurrence of a single operator ‘˜.’ The types of further broadening include broadening based on categories or clusters of related search characteristics, as well as other forms of broadening, as are known in the art. In addition, other types and forms of operators to indicate an assignable strength are possible, as would be recognized by one skilled in the art.

Method Overview

FIG. 5 is a flow diagram showing a method 40 for providing a user interface with search query broadening, in accordance with the present invention. The method 40 is described as a sequence of process operations or steps, which can be executed, for instance, by a search engine 21 (shown in FIG. 1).

A search query 40 is accepted from a user 19 and parsed into individual search characteristics (block 61). The search query 40 is broadened (block 62), as further described below with reference to FIG. 6. For example, one or more of the search characteristics in the search query 40 could be broadened. If specified (block 63), the broadened search query is then presented to the user 19 (block 64), as further described below with reference to FIG. 7. Following any further query modifications by the user 19, the query is executed (block 65) to identify Web content 22 best matching the search characteristics, such as described in S. Brin and L. Page, “The Anatomy of a Large-Scale Hypertextual Search Engine” (1998) and in U.S. Pat. No. 6,285,999, issued Sep. 6, 2001 to Page, referenced above. Other types and forms of query execution are possible, as is known in the art. Finally, the search results 52 are presented via the browser 18 (block 66). Typically, only a part of the search results 52 need be presented since the full set of search results 52 can exceed available presentation space on the browser 18. The method then terminates.

Broadening Query

FIG. 6 is a flow diagram showing a routine 70 for broadening a query for use in the method of FIG. 5. The purpose of this routine is to identify, broaden and provide a broadened search query 40, such as by broadening individual search characteristics occurring in a search query 40, including query terms 41.

Each search characteristic in the search query 40 is iteratively processed (blocks 71-77) as follows, although other forms of non-iterative processing are possible, as would be recognized by one skilled in the art. Each search characteristic is evaluated to determine if an operator expressly requesting query broadening, such as an operator ‘˜,’ is included (block 72). If no operator is included, the search characteristic is not broadened and the next search characteristic is processed (block 77). If an operator is included, the search characteristic is further evaluated to determine if a delimiter signaling ordinary meaning with respect to the operator is included (block 73). If a delimiter is included, the search characteristic is not broadened and the next search characteristic is processed (block 77). If no delimiter is included, the search characteristic is evaluated to determine if the search characteristic should be logically grouped with one or more other search characteristics in the search query 40 to form a compound search characteristic (block 74). If the search characteristic should not be logically grouped, broadening search characteristics are provided for just the individual search characteristic (block 75). Otherwise, if the search characteristic should be logically grouped, broadening search characteristics are provided for the compound search characteristic (block 76).

In the described embodiment, the set of broadening search characteristics are generated by receiving one or more example search characteristics corresponding to each search characteristic to be broadened. Weights are assigned to each example search characteristic and a list of broadened search characteristics is formed based on the example search characteristics and the weights assigned to each example search characteristic, such as described in related U.S. patent application Ser. No. 10/425,819, filed Apr. 30, 2003, pending, the disclosure of which is incorporated by reference. Other approaches to generating the broadening search characteristics set are possible, as would be recognized by one skilled in the art.

Note other approaches to broadening could be used to modify the scope of the search query 40, such that the search results reflect an increased breadth, rather than a narrowing, limiting, or otherwise restricting of the search scope, as described above with reference to FIGS. 3A-3B. Following search query broadening (blocks 75 and 76), the next search characteristic is processed (block 77), after which the routine returns.

Presenting a Broadened Query

FIG. 7 is a flow diagram showing a routine 60 for presenting a broadened query for use in the method of FIG. 5. The purpose of this routine is to flexibly present the set of broadened search characteristics to the user relative to the set of search characteristics from the original search query 40.

Each search characteristic in the search query, both original and broadened, is iteratively processed (blocks 81-94) as follows, although other forms of non-iterative processing are possible, as would be recognized by one skilled in the art. If a hyperlink presentation form is desired (block 82), the search characteristic is presented as a hyperlink (block 83), either with or without a broadened search characteristics list. In list form, each broadened search characteristic forms a part of the broadened query upon selection by the user. In non-list form, each selected search characteristic is broadened upon selection by the user. If a static list presentation form is desired (block 84), the search characteristic is presented as part of a static list (block 84). If a menu presentation form is desired (block 86), the search characteristic is presented as part of a menu of selectable search characteristics (block 84) and the search characteristic forms a part of the broadened query upon selection by the user. If a selectable list presentation form is desired (block 88), the search characteristic is presented as part of a list of selectable search characteristics (block 89) and the search characteristic forms a part of the broadened query upon selection by the user. If a checkbox list presentation form is desired (block 90), each broadened search characteristic is presented as part of a list of checkbox selectable search characteristics (block 92) and the search characteristic forms a part of the broadened query upon selection by the user. Finally, if a “select all” option is included (block 92), a “select all” option is presented (block 93). Alternative forms of presentation and selection can be provided in addition to or in combination with the foregoing presentation forms, which can be selected and combined in various arrangements, as would be recognized by one skilled in the art. In addition, the broadened query need not necessarily be presented to the user and the broadened search results could be provided transparently without first presenting the broadened search characteristics. Following presentation form selection (blocks 82, 84, 86, 88, 90), the next search characteristic 41 is processed (block 94), after which the routine returns.

While the invention has been particularly shown and described as referenced to the embodiments thereof, those skilled in the art will understand that the foregoing and other changes in form and detail may be made therein without departing from the spirit and scope of the invention.

Claims

1-36. (canceled)

37. A device comprising:

a memory to store instructions; and

a processor to execute one or more of the instructions to: receive a search query, the search query including: a plurality of terms, and an indication that one or more terms, of the plurality of terms of the search query, are to be broadened, broaden the scope of the search query to obtain a broadened search query, when broadening the scope of the search query, the processor is to: determine whether to combine a first term, of the one or more terms, with a second term, of the one or more terms, and broaden the first term to obtain a broadened term, without broadening the second term, when the first term is not to be combined with the second term, cause the broadened search query to be executed to identify one or more search results, and cause the one or more search results to be provided for display.

38. The device of claim 37, where, when broadening the scope of the search query, the processor is further to:

combine the first term with the second term to obtain a combination of terms when the first term is to be combined with the second term, and

broaden the combination of terms to obtain a broadened combination of terms.

39. The device of claim 37, where the indication that the one or more terms are to be broadened includes one or more characters being provided adjacent the first term, and

where the first term is broadened based on the one or more characters being provided adjacent the first term.

40. The device of claim 37, where the processor is further to:

determine whether one or more characters are provided adjacent a third term of the one or more terms, and

determine that the third term is to be broadened when the one or more characters are provided adjacent the third term,

where the indication that the one or more terms are to be broadened includes the one or more characters being provided adjacent the third term, and

where, when broadening the scope of the search query, the processor is further to: broaden the third term to obtain a broadened third term.

41. The device of claim 37, where the search query is received from a user, and where the processor is further to:

present the broadened search query to the user prior to causing the broadened search query to be executed,

receive, from the user, one or more modifications to the broadened search query after presenting the broadened search query to the user, and

modify the broadened search query, based on the one or more modifications, to obtain a modified search query.

42. The device of claim 41, where, when causing the broadened search query to be executed, the processor is to:

cause the modified search query to be executed to identify one or more search results.

43. A non-transitory computer-readable medium storing instructions, the instructions comprising:

one or more instructions which, when executed by one or more processors, cause the one or more processors to receive a search query, the search query including: a plurality of terms, and an indication that at least one term, of the plurality of terms of the search query, is to be broadened;

one or more instructions which, when executed by the one or more processors, cause the one or more processors to broaden the scope of the search query to obtain a broadened search query, the one or more instructions to broaden the scope of the search query including: one or more instructions to determine whether to combine a first term, of the at least one term, with a second term, of the at least one term, one or more instructions to broaden the first term to obtain a broadened term, without broadening the second term, when the first term is not to be combined with the second term;

one or more instructions which, when executed by the one or more processors, cause the one or more processors to cause the broadened search query to be executed to identify one or more search results; and

one or more instructions which, when executed by the one or more processors, cause the one or more processors to cause the one or more search results to be provided for display.

44. The non-transitory computer-readable medium of claim 43, the one or more instructions to broaden the scope of the search query further including:

one or more instructions which, when executed by the one or more processors, cause the one or more processors to combine the first term with the second term to obtain a combination of terms when the first term is to be combined with the second term; and

one or more instructions which, when executed by the one or more processors, cause the one or more processors to broaden the combination of terms to obtain a broadened combination of terms.

45. The non-transitory computer-readable medium of claim 43, where the indication that the at least one term is to be broadened includes one or more characters being provided adjacent the first term, and

where the first term is broadened based on the one or more characters being provided adjacent the first term.

46. The non-transitory computer-readable medium of claim 43, the instructions further comprising:

one or more instructions which, when executed by the one or more processors, cause the one or more processors to present the broadened search query prior to causing the broadened search query to be executed;

one or more instructions which, when executed by the one or more processors, cause the one or more processors to receive one or more modifications to the broadened search query after presenting the broadened search query; and

one or more instructions which, when executed by the one or more processors, cause the one or more processors to modify the broadened search query, based on the one or more modifications, to obtain a modified search query,

where the one or more instructions to cause the broadened search query to be executed include: one or more instructions to cause the modified search query to be executed to identify one or more search results.

47. The non-transitory computer-readable medium of claim 43, the instructions further comprising:

one or more instructions which, when executed by the one or more processors, cause the one or more processors to determine that one or more characters are provided adjacent a third term of the at least one term, where the indication that the at least one term is to be broadened includes the one or more characters being provided adjacent the third term; and

one or more instructions which, when executed by the one or more processors, cause the one or more processors to determine that the third term is to be broadened based on determining that the one or more characters are provided adjacent the third term,

where the one or more instructions to broaden the scope of the search query include: one or more instructions to broaden the third term to obtain a broadened third term, the broadened third term includes one or more of a synonym of the third term, an alternate spelling of the third term, a word that shares a common root with the third term, or a word that shares a similar semantic meaning with the third term.

48. A method comprising:

receiving, by a device, a search query, the search query including: one or more terms, and an indication that a scope of the search query is to be broadened;

broadening, by the device, the scope of the search query to obtain a broadened search query by broadening a particular term, of the one or more terms, to obtain a broadened particular term;

causing, by the device, the broadened search query to be executed to identify one or more search results; and

causing, by the device, the one or more search results to be provided for display.

49. The method of claim 48, where the broadened particular term includes one or more of:

a synonym of the particular term,

an alternate spelling of the particular term,

a word that shares a common root with the particular term, or

a word that shares a similar semantic meaning with the particular term.

50. The method of claim 48, where the indication that the scope of the search query is to be broadened includes one or more characters being provided adjacent the particular term, and

where the particular term is broadened based on the one or more characters being provided adjacent the particular term.

51. The method of claim 48, where the search query is received from a user,

the method further comprising: presenting the broadened search query to the user, where the broadened search query is executed after presenting the broadened search query to the user.

52. The method of claim 51, further comprising:

receiving, from the user, one or more modifications to the broadened search query after presenting the broadened search query to the user; and

modifying the broadened search query, based on the one or more modifications, to obtain a modified search query.

53. The method of claim 52, where causing the broadened search query to be executed includes:

causing the modified search query to be executed to identify one or more search results.

54. The method of claim 52, where presenting the broadened search query includes:

presenting a plurality of terms that includes a plurality of: a synonym of the particular term, an alternate spelling of the particular term, a word that shares a common root with the particular term, or a word that shares a similar semantic meaning with the particular term, and

where detecting the one or more modifications includes: detecting selection of one or more of the plurality of terms,

where modifying the broadened search query includes: modifying the broadened search query to include the one or more of the plurality of terms to obtain a modified search query, and

where causing the broadened search query to be executed includes: causing the modified search query to be executed to identify one or more search results.

55. The method of claim 54, where broadening the scope of the search query comprises:

combining the first term with the second term to obtain a combination of terms when the first term is to be combined with the second term; and

broadening the combination of terms to obtain a broadened combination of terms.

56. The method of claim 48, where the indication that the scope of the search query is to be broadened includes one or more characters being provided adjacent another term of the one or more terms, and

where broadening the scope of the search query includes: broadening the scope of the search query to obtain the broadened search query by broadening the particular term to obtain the broadened particular term and the other term to obtain a broadened other term.