The present application relates generally to data processing systems and, in one specific example, to techniques for generating a search query via a user interface.
Online social network services such as LinkedIn® are becoming increasingly popular, with many such websites boasting millions of active members. Each member of the online social network service is able to upload an editable member profile page to the online social network service. The member profile page may include various information about the member, such as the member's biographical information, photographs of the member, and information describing the member's employment history, education history, skills, experience, activities, and the like. Such member profile pages of the networking website are viewable by, for example, other members of the online social network service. Moreover, the LinkedIn® online social network service provides a search feature that allows users (e.g., recruiters) to specify search query terms (e.g., schools, skills, companies, etc.) in order to search for members of the online social network service having attributes matching the search query terms.
Some embodiments are illustrated by way of example and not limitation in the figures of the accompanying drawings in which:
Example methods and systems for generating a search query via a user interface are described. In the following description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of example embodiments. It will be evident, however, to one skilled in the art that the present invention may be practiced without these specific details.
As shown in
Once registered, a member may invite other members, or be invited by other members, to connect via the social network service. A “connection” may require a bi-lateral agreement by the members, such that both members acknowledge the establishment of the connection. Similarly, with some embodiments, a member may elect to “follow” another member. In contrast to establishing a connection, the concept of “following” another member typically is a unilateral operation, and at least with some embodiments, does not require acknowledgement or approval by the member that is being followed. When one member follows another, the member who is following may receive status updates or other messages published by the member being followed, or relating to various activities undertaken by the member being followed. Similarly, when a member follows an organization, the member becomes eligible to receive messages or status updates published on behalf of the organization. For instance, messages or status updates published on behalf of an organization that a member is following will appear in the member's personalized data feed or content stream. In any case, the various associations and relationships that the members establish with other members, or with other entities and objects, are stored and maintained within the social graph, shown in
The social network service may provide a broad range of other applications and services that allow members the opportunity to share and receive information, often customized to the interests of the member. For example, with some embodiments, the social network service may include a photo sharing application that allows members to upload and share photos with other members. With some embodiments, members may be able to self-organize into groups, or interest groups, organized around a subject matter or topic of interest. With some embodiments, the social network service may host various job listings providing details of job openings with various organizations.
As members interact with the various applications, services and content made available via the social network service, the members' behavior (e.g., content viewed, links or member-interest buttons selected, etc.) may be monitored and information concerning the member's activities and behavior may be stored, for example, as indicated in
With some embodiments, the social network system 20 includes what is generally referred to herein as a search query generation system 200. The search query generation system 200 is described in more detail below in conjunction with
Although not shown, with some embodiments, the social network system 20 provides an application programming interface (API) module via which third-party applications can access various services and data provided by the social network service. For example, using an API, a third-party application may provide a user interface and logic that enables an authorized representative of an organization to publish messages from a third-party application to a content hosting platform of the social network service that facilitates presentation of activity or content streams maintained and presented by the social network service. Such third-party applications may be browser-based applications, or may be operating system-specific. In particular, some third-party applications may reside and execute on one or more mobile devices (e.g., phone, or tablet computing devices) having a mobile operating system.
Turning now to
According to various example embodiments described herein, the search query generation system 200 is configured to enable a user to generate search queries in an easy, efficient, fun, and intuitive manner, via a user-friendly interface. For example, in order to conduct a search, a user must conventionally enter a series of search query terms and Boolean logic operators (e.g., AND, OR, NOT, etc.) into a search bar of a search engine. This can become cumbersome, especially with search queries that involve a large number of terms and/or a large number of Boolean logic operators. Moreover, the user may be forced to re-enter the search query every time they visit a search engine and conduct a search.
Accordingly, as described herein, the search query generation system 200 is configured to display a number of icons that are each associated with possible search query terms that the user may wish to use. For example, each of the icons may correspond to frequently used search query terms, such as individual words or attribute-value pairs. For example, the search query generation system 200 may display the user interface 300 illustrated in
According to various embodiments, terms associated with icons on a given line (e.g., placed next to each other in a horizontal direction on a horizontal line) may be converted into a search query string having OR operators between each of the relevant terms. Moreover, a plurality of the aforementioned lines (e.g., horizontal lines that are arranged next to each other in a vertical direction) may be treated as a search query string having AND operators between each of the lines. For example, with reference to the visual configuration 400 illustrated in
Thus, the user may easily manipulate icons in order to generate a complex search query string. The user may also click on the “X” button on any icon to remove that icon from the appropriate visual arrangement. Once the user has manipulated the icons into the appropriate arrangement, the user may select the search button 305 in
In some embodiments, by selecting the save button 306 in
Accordingly, superblocks may be used to generate other superblocks. For example, the user interface 600 in
In some embodiments, each of the icons may represent not only simple terms or words such as “MIT” or “Javascript”, but also attribute value pair such as “School=‘MIT’” or “Skill=‘Javascript’”, where a school or a skill may be an attribute that may be specified via a search engine. Accordingly, the search query generation system 200 may display a user interface enabling the user to specify a new icon (e.g., by selecting the new button 308 illustrated in
In operation 703, the user interface module 202 determines that the specific visual configuration includes one or more distinct lines or groups of the selected icons (e.g., the horizontal lines of icons in visual arrangement 401 in
In operation 704, the query generation module 204 generates, for each of the distinct lines or groups, a group search query string, each group search query string including the search query terms associated with the one or more selected icons in the respective group (e.g., MIT and Harvard in the first line/group in visual arrangement 401 in
In operation 705, the query generation module 204 generates a complete search query string that includes each of the group search query strings and further includes a second type of boolean search operator (e.g., an “AND” boolean search operator) between pairs of the group search query strings included in the complete search query string. It is contemplated that the operations of method 700 may incorporate any of the other features disclosed herein. Various operations in the method 700 may be omitted or rearranged, as necessary.
In some embodiments, the query generation module 204 may automatically insert (e.g., copy and paste) text associated with the complete search query string into a search query term input user interface element (e.g., a search bar) associated with a search engine. In some embodiments, the query generation module 204 may automatically perform a search, via a search engine, based on the complete search query string (e.g., after automatically inserting the complete search query string into a search query term input user interface element associated with the search engine).
In the examples described above, the first type of boolean search operator corresponds to an OR boolean search operator, and the second type of boolean search operator corresponds to an AND boolean search operator. However, in other embodiments, the first type of boolean search operator corresponds to an AND boolean search operator, and the second type of boolean search operator corresponds to an OR boolean search operator.
In some embodiments, the user interface module 202 may populate and rank the plurality of search query term icons into a list (e.g., see window/list 301 in
In some embodiments, the user interface module 202 may populate the list 301 with recommended or suggested search query terms for the user building the query. For example, before the user has selected any search query term icons from the list 301, the user interface module 202 may populate the list 301 with a set of search query term icons (e.g., the most frequently used search query term icons, as described above). Once the user has selected a search query term icon from the list 301, the user interface module 202 may identify frequently paired or frequently co-occurring terms with respect to the user selected term. For example, if the user selects term icon A (e.g., “MIT” or “School=‘MIT’”), the user interface module 202 may access historical log data of previous search queries in order to determine that user-selection of term icon A is usually followed by user-selection of term icons B1, B2, or B3 (e.g., “JAVA” or “Skill=‘Java’”). In other words, term icon A and term icons B1, B2, or B3 are frequently paired or frequently co-occurring terms. Thus, the user interface module 202 may populate the list 301 with all frequently paired or frequently co-occurring term icons B1, B2, or B3 for the term icon A that was selected by the user. Similarly, after the user selects term icon B1, the user interface module 202 may access historical log data of previous search queries in order to determine that user-selection of term icon B1 (or alternatively user-selection of term icon A followed by user-selection of term icon B1), is usually followed by user-selection of terms C1, C2, and C3, and the user interface module 202 may populate the list 301 with all frequently paired or frequently co-occurring term icons C1, C2, and C3. Thus, the system 200 suggests icons for frequently paired or frequently co-occurring terms as the user is building a visual search query.
In some embodiments, after the user has selected a search query term icon from the list 301, the user interface module 202 may identify similar terms or related terms with respect to the user selected term. For example, if the user selects the term icon “Industry=‘Internet’”, the user interface module 202 may access a list of related icons, such as “Skill=‘Javascript’”, and display such related icons in the list 301. Thus, the user interface module 202 may access information describing related icons from a database (e.g., database 208 in
In some embodiments, the user interface module 202 may display a free form text input field (similar to a search query bar), so that the user may input search terms via the text input field and the user interface module 202 will display matching search query term icons in the window 301. For example, if the user types the word “Michigan”, the user interface module may access a look-up table of known standardized keywords in order to match the word “Michigan” to the location “Michigan” or the school “University of Michigan”. Thereafter, the user interface module 202 may access or generate a search query term icon entitled “Michigan” that represents the keyword “Michigan” or the attribute-value pair “Location=‘Michigan’”, and a search query term icon entitled “University of Michigan” that represents the keywords “University of Michigan” or the attribute-value pair “School=‘University of Michigan’”, and include them in the list 301. In some embodiments, the aforementioned text input field may include a typeahead for standardized key words, where search query term icons for any terms ultimately selected by the user may be populated into the list 301. For example, if the user types in the keyword “Technology” in the text input field, the user interface module may display matches such as “Industry=‘Technology’” and “School=‘Massachusetts Institute of Technology’” as options in a pull down menu below the text input field. If the user selects “Industry=‘Technology’” in the aforementioned pull-down menu, then the corresponding search query term icon may be displayed in the list 301.
According to various example embodiments, the system 200 may perform the reverse process of converting a conventional Boolean search query into a visual representation that is described in various embodiments described herein. For example, the system 200 may display a free form text input field (similar to a search query bar), and the user may type or copy-and-paste into the text field a Boolean search query such as: (“MIT” OR “Harvard”) AND (NOT(“MBA”)) AND (“COMPUTER SCIENCE”) AND (“CSS” OR “JavaScript” OR “HTML5” OR “AJAX”). Thereafter, the system 200 may parse the query and generate the visual representation of the query in the user interface window 302 (e.g., see visual arrangement 401 in
In some embodiments, at least one of the search query terms is a word, such as “intern”. In some embodiments, at least one of the search query terms is an attribute-value pair (e.g., “Skill=‘HTML’”, “School=‘Harvard’”, “Position=‘Programmer’”, “Company=‘Apple’”, etc.).
In some embodiments, at least one of the search query terms is a saved complete search query string including one or more boolean search operators. For example, as described below, a complete search query string generated by the search query generation system 200 may be stored and associated with its own icon referred to herein as a “superblock” or search block icon, which may be manipulated in the same manner as other search query term icons.
In some embodiments, the messages described herein may be any type of electronic message, including an e-mail, text message (e.g., a short messaging service (SMS) message, a multimedia messaging service (AAS) message, etc.), an instant message associated with an online social network (e.g., Facebook, LinkedIn, Wechat, WhatsApp, etc.), a chat message associated with an online chat service, a message being displayed directly in a user interface of the search query generation system 200, and so on.
Certain embodiments are described herein as including logic or a number of components, modules, or mechanisms. Modules may constitute either software modules (e.g., code embodied (1) on a non-transitory machine-readable medium or (2) in a transmission signal) or hardware-implemented modules. A hardware-implemented module is a tangible unit capable of performing certain operations and may be configured or arranged in a certain manner. In example embodiments, one or more computer systems (e.g., a standalone, client or server computer system) or one or more processors may be configured by software (e.g., an application or application portion) as a hardware-implemented module that operates to perform certain operations as described herein.
In various embodiments, a hardware-implemented module may be implemented mechanically or electronically. For example, a hardware-implemented module may comprise dedicated circuitry or logic that is permanently configured (e.g., as a special-purpose processor, such as a field programmable gate array (FPGA) or an application-specific integrated circuit (ASIC)) to perform certain operations. A hardware-implemented module may also comprise programmable logic or circuitry (e.g., as encompassed within a general-purpose processor or other programmable processor) that is temporarily configured by software to perform certain operations. It will be appreciated that the decision to implement a hardware-implemented module mechanically, in dedicated and permanently configured circuitry, or in temporarily configured circuitry (e.g., configured by software) may be driven by cost and time considerations.
Accordingly, the term “hardware-implemented module” should be understood to encompass a tangible entity, be that an entity that is physically constructed, permanently configured (e.g., hardwired) or temporarily or transitorily configured (e.g., programmed) to operate in a certain manner and/or to perform certain operations described herein. Considering embodiments in which hardware-implemented modules are temporarily configured (e.g., programmed), each of the hardware-implemented modules need not be configured or instantiated at any one instance in time. For example, where the hardware-implemented modules comprise a general-purpose processor configured using software, the general-purpose processor may be configured as respective different hardware-implemented modules at different times. Software may accordingly configure a processor, for example, to constitute a particular hardware-implemented module at one instance of time and to constitute a different hardware-implemented module at a different instance of time.
Hardware-implemented modules can provide information to, and receive information from, other hardware-implemented modules. Accordingly, the described hardware-implemented modules may be regarded as being communicatively coupled. Where multiple of such hardware-implemented modules exist contemporaneously, communications may be achieved through signal transmission (e.g., over appropriate circuits and buses) that connect the hardware-implemented modules. In embodiments in which multiple hardware-implemented modules are configured or instantiated at different times, communications between such hardware-implemented modules may be achieved, for example, through the storage and retrieval of information in memory structures to which the multiple hardware-implemented modules have access. For example, one hardware-implemented module may perform an operation, and store the output of that operation in a memory device to which it is communicatively coupled. A further hardware-implemented module may then, at a later time, access the memory device to retrieve and process the stored output. Hardware-implemented modules may also initiate communications with input or output devices, and can operate on a resource (e.g., a collection of information).
The various operations of example methods described herein may be performed, at least partially, by one or more processors that are temporarily configured (e.g., by software) or permanently configured to perform the relevant operations. Whether temporarily or permanently configured, such processors may constitute processor-implemented modules that operate to perform one or more operations or functions. The modules referred to herein may, in some example embodiments, comprise processor-implemented modules.
Similarly, the methods described herein may be at least partially processor-implemented. For example, at least some of the operations of a method may be performed by one or processors or processor-implemented modules. The performance of certain of the operations may be distributed among the one or more processors, not only residing within a single machine, but deployed across a number of machines. In some example embodiments, the processor or processors may be located in a single location (e.g., within a home environment, an office environment or as a server farm), while in other embodiments the processors may be distributed across a number of locations.
The one or more processors may also operate to support performance of the relevant operations in a “cloud computing” environment or as a “software as a service” (SaaS). For example, at least some of the operations may be performed by a group of computers (as examples of machines including processors), these operations being accessible via a network (e.g., the Internet) and via one or more appropriate interfaces (e.g., Application Program Interfaces (APIs).)
Example embodiments may be implemented in digital electronic circuitry, or in computer hardware, firmware, software, or in combinations of them. Example embodiments may be implemented using a computer program product, e.g., a computer program tangibly embodied in an information carrier, e.g., in a machine-readable medium for execution by, or to control the operation of, data processing apparatus, e.g., a programmable processor, a computer, or multiple computers.
A computer program can be written in any form of programming language, including compiled or interpreted languages, and it can be deployed in any form, including as a stand-alone program or as a module, subroutine, or other unit suitable for use in a computing environment. A computer program can be deployed to be executed on one computer or on multiple computers at one site or distributed across multiple sites and interconnected by a communication network.
In example embodiments, operations may be performed by one or more programmable processors executing a computer program to perform functions by operating on input data and generating output. Method operations can also be performed by, and apparatus of example embodiments may be implemented as, special purpose logic circuitry, e.g., a field programmable gate array (FPGA) or an application-specific integrated circuit (ASIC).
The computing system can include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. In embodiments deploying a programmable computing system, it will be appreciated that that both hardware and software architectures require consideration. Specifically, it will be appreciated that the choice of whether to implement certain functionality in permanently configured hardware (e.g., an ASIC), in temporarily configured hardware (e.g., a combination of software and a programmable processor), or a combination of permanently and temporarily configured hardware may be a design choice. Below are set out hardware (e.g., machine) and software architectures that may be deployed, in various example embodiments.
The example computer system 1300 includes a processor 1302 (e.g., a central processing unit (CPU), a graphics processing unit (GPU) or both), a main memory 1304 and a static memory 1306, which communicate with each other via a bus 1308. The computer system 1300 may further include a video display unit 1310 (e.g., a liquid crystal display (LCD) or a cathode ray tube (CRT)). The computer system 1300 also includes an alphanumeric input device 1312 (e.g., a keyboard or a touch-sensitive display screen), a user interface (UI) navigation device 1314 (e.g., a mouse), a disk drive unit 1316, a signal generation device 1318 (e.g., a speaker) and a network interface device 1320.
The disk drive unit 1316 includes a machine-readable medium 1322 on which is stored one or more sets of instructions and data structures (e.g., software) 1324 embodying or utilized by any one or more of the methodologies or functions described herein. The instructions 1324 may also reside, completely or at least partially, within the main memory 1304 and/or within the processor 1302 during execution thereof by the computer system 1300, the main memory 1304 and the processor 1302 also constituting machine-readable media.
While the machine-readable medium 1322 is shown in an example embodiment to be a single medium, the term “machine-readable medium” may include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more instructions or data structures. The term “machine-readable medium” shall also be taken to include any tangible medium that is capable of storing, encoding or carrying instructions for execution by the machine and that cause the machine to perform any one or more of the methodologies of the present disclosure, or that is capable of storing, encoding or carrying data structures utilized by or associated with such instructions. The term “machine-readable medium” shall accordingly be taken to include, but not be limited to, solid-state memories, and optical and magnetic media. Specific examples of machine-readable media include non-volatile memory, including by way of example semiconductor memory devices, e.g., Erasable Programmable Read-Only Memory (EPROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), and flash memory devices; magnetic disks such as internal hard disks and removable disks; magneto-optical disks; and CD-ROM and DVD-ROM disks.
The instructions 1324 may further be transmitted or received over a communications network 1326 using a transmission medium. The instructions 1324 may be transmitted using the network interface device 1320 and any one of a number of well-known transfer protocols (e.g., HTTP). Examples of communication networks include a local area network (“LAN”), a wide area network (“WAN”), the Internet, mobile telephone networks, Plain Old Telephone (POTS) networks, and wireless data networks (e.g., WiFi, LTE, and WiMAX networks). The term “transmission medium” shall be taken to include any intangible medium that is capable of storing, encoding or carrying instructions for execution by the machine, and includes digital or analog communications signals or other intangible media to facilitate communication of such software.
Although an embodiment has been described with reference to specific example embodiments, it will be evident that various modifications and changes may be made to these embodiments without departing from the broader spirit and scope of the invention. Accordingly, the specification and drawings are to be regarded in an illustrative rather than a restrictive sense. The accompanying drawings that form a part hereof, show by way of illustration, and not of limitation, specific embodiments in which the subject matter may be practiced. The embodiments illustrated are described in sufficient detail to enable those skilled in the art to practice the teachings disclosed herein. Other embodiments may be utilized and derived therefrom, such that structural and logical substitutions and changes may be made without departing from the scope of this disclosure. This Detailed Description, therefore, is not to be taken in a limiting sense, and the scope of various embodiments is defined only by the appended claims, along with the full range of equivalents to which such claims are entitled.
Such embodiments of the inventive subject matter may be referred to herein, individually and/or collectively, by the term “invention” merely for convenience and without intending to voluntarily limit the scope of this application to any single invention or inventive concept if more than one is in fact disclosed. Thus, although specific embodiments have been illustrated and described herein, it should be appreciated that any arrangement calculated to achieve the same purpose may be substituted for the specific embodiments shown. This disclosure is intended to cover any and all adaptations or variations of various embodiments. Combinations of the above embodiments, and other embodiments not specifically described herein, will be apparent to those of skill in the art upon reviewing the above description.
This application claims the priority benefit of U.S. Provisional Application No. 62/044,167, filed on Aug. 29, 2014, which is incorporated herein by reference.
Number | Date | Country | |
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62044167 | Aug 2014 | US |