The disclosed embodiments relate generally to sharing media files over a network. In particular, the disclosed embodiments are directed to sharing notes between groups of users, and suggesting search queries.
Collaborative sharing of documents is typically provided by a network-based file sharing computer system that allows multiple users to access and edit the files. File sharing systems typically use complex, hierarchical file directories to provide users with a way to identify content by a filename or a path in a file directory, which makes identifying a desired document time-consuming, particularly if the desired information is within the body of a document. File sharing systems sometimes rely on the native file system retrieval mechanisms provided by the operating system; this results in limitations on the ability to conduct searches for documents based on their content, edits, shared status, or other aspects not supported at the operating system level.
A note sharing system provides search term recommendations based on a content item in a result list selected by a user. A client application of note sharing system receives an initial search query including a set of one or more search terms in a search query field. The client application provides the search query to notes sharing system. Note sharing system searches a document corpus of content items such as a notes database for terms, associated users, or locations related to the search terms, creating a set of search results containing one or more content items. Note sharing system transmits the search results to the client application. The client application determines from the search results a set of suggested search terms, based on terms associated with the search results. The client application displays the suggested search terms based on terms associated with the search results to the user, along with the content items in the search results.
The user selects in the client application a content item from the search results. The client application provides an indication of the selection to the notes sharing system. Notes sharing system analyzes the selected content item to identify one or more tokens associated with the selected content item for use with the search term(s) originally selected by the user. At least one of the identified tokens is displayed by the client application to the user in a search query field along with the original search query terms, to form an updated query. The client application can then provide the updated query to notes sharing system for conducting another search of the corpus. This process can be repeated any number of times to provide highly focused search results to the user.
The figures depict various embodiments of the present invention for purposes of illustration only. One skilled in the art will readily recognize from the following description that other alternative embodiments of the structures and methods illustrated herein may be employed without departing from the principles of the invention described herein.
In the environment illustrated in
Users may create accounts at content management system 100 and store content thereon by transmitting such content from client device 120 to content management system 100. The content provided by users is associated with user accounts that may have various privileges. The privileges may include viewing the content item, modifying the content item, modifying user privileges related to the content item, and deleting the content item.
Note sharing system 130 provides users of client devices 120 with the ability to create, store, access, and share notes. Notes are documents that a user can create using a notes editor. In one embodiment, the content shared by content management system 100 includes content created by using third party applications, e.g., word processors, video and image editors, database management systems, spreadsheet applications, code editors, and so forth, which are independent of content management system 100. For note sharing system 130, note editor 282 can be provided on client device 120, or can be hosted by note sharing system 130 itself, as further described below.
Client devices 120 communicate with content management system 100 and note sharing system 130 through network 110. The network may be any suitable communications network for data transmission. In one embodiment, network 110 is the Internet and uses standard communications technologies and/or protocols. Thus, network 110 can include links using technologies such as Ethernet, 802.11, worldwide interoperability for microwave access (WiMAX), 3G, digital subscriber line (DSL), asynchronous transfer mode (ATM), InfiniBand, PCI Express Advanced Switching, etc. Similarly, the networking protocols used on network 110 can include multiprotocol label switching (MPLS), the transmission control protocol/Internet protocol (TCP/IP), the User Datagram Protocol (UDP), the hypertext transport protocol (HTTP), the simple mail transfer protocol (SMTP), the file transfer protocol (FTP), etc. The data exchanged over network 110 can be represented using technologies and/or formats including the hypertext markup language (HTML), the extensible markup language (XML), etc. In addition, all or some of links can be encrypted using conventional encryption technologies such as the secure sockets layer (SSL), transport layer security (TLS), virtual private networks (VPNs), Internet Protocol security (IPsec), etc. In another embodiment, the entities use custom and/or dedicated data communications technologies instead of, or in addition to, the ones described above.
Client devices 120 maintain various types of components and modules for operating the client device and accessing content management system 100. The software modules include operating system 250 and one or more content editors 270. Content editors 270 vary based on the client device, and may include various applications for creating, viewing, and modifying content stored on content management system 100, such as word processors, spreadsheets, database management systems, code editors, image and video editors, and the like. Operating system 250 on each device provides a local file management system and executes the various software modules such as content management system client application 200 and content editor 270. A contact directory 290 stores information on the user's contacts, such as name, telephone numbers, company, email addresses, physical address, website URLs, and the like.
Client devices 120 access content management system 100 in a variety of ways. Client device 120 may access content management system 100 through a native application or software module, such as content management system client application 200. A schematic example display from a client application is shown in
Client application 200 manages access to content management system 100. Client application 200 includes user interface module 202 that generates an interface to the content accessed by client application 200, as variously illustrated herein, and is one means for performing this function. The generated interface is provided to the user by display 210. Client application 200 may store content accessed from a content storage at content management system 100 in local content 204. While represented here as within client application 200, local content 204 may be stored with other data for client device 120 in non-volatile storage. When local content 204 is stored this way, the content is available to the user and other applications or modules, such as content editor 270, when client application 200 is not in communication with content management system 100. Content access module 206 manages updates to local content 204 and communicates with content management system 100 to synchronize content modified by client device 120 with content maintained on content management system 100, and is one means for performing this function. Client application 200 may take various forms, such as a standalone application, an application plug-in, or a browser extension.
In certain embodiments, client device 120 includes additional components such as camera 230 and location module 240. Location module 240 determines the location of client device 120, using for example a global positioning satellite signal, cellular tower triangulation, or other methods. Location module 240 may be used by client application 200 to obtain location data and add the location data to metadata about a content item.
User account database 316 can also include account management information, such as account type, e.g. free or paid; usage information for each user, e.g., file edit history; maximum storage space authorized; storage space used; content storage locations; security settings; personal configuration settings; content sharing data; etc. Account management module 304 can be configured to update and/or obtain user account details in user account database 316. Account management module 304 can be configured to interact with any number of other modules in content management system 100.
An account can be used to store content, such as documents, text files, audio files, video files, etc., from one or more client devices associated with the account. The content can also include folders of various types with different behaviors, or other content item grouping methods. For example, an account can include a public folder that is accessible to any user. The public folder can be assigned a web-accessible address. A link to the web-accessible address can be used to access the contents of the public folder. In another example, an account can include a photos folder that is intended for photos and that provides specific attributes and actions tailored for photos; an audio folder that provides the ability to play back audio files and perform other audio related actions; or other special purpose folders. An account can also include shared folders or group folders that are linked with and available to multiple user accounts. The permissions for multiple users may be different for a shared folder.
The content can be stored in content storage 318, which is one means for performing this function. Content storage 318 can be a storage device, multiple storage devices, or a server. Alternatively, content storage 318 can be a cloud storage provider or network storage accessible via one or more communications networks. In one configuration, content management system 100 stores the content items in the same organizational structure as they appear on the client device. However, content management system 100 can store the content items in its own order, arrangement, or hierarchy.
Content storage 318 can also store metadata describing content items, content item types, and the relationship of content items to various accounts, folders, or groups. The metadata for a content item can be stored as part of the content item or can be stored separately. In one configuration, each content item stored in content storage 318 can be assigned a system-wide unique identifier.
Content storage 318 can decrease the amount of storage space required by identifying duplicate files or duplicate segments of files. Instead of storing multiple copies of an identical content item, content storage 318 stores a single copy and then uses a pointer or other mechanism to link the duplicates to the single copy. Similarly, content storage 318 stores files using a file version control mechanism that tracks changes to files, different versions of files (such as a diverging version tree), and a change history. The change history includes a set of changes that, when applied to the original file version, produces the changed file version.
Content management system 100 automatically synchronizes content from one or more client devices, using synchronization module 312, which is one means for performing this function. The synchronization is platform agnostic. That is, the content is synchronized across multiple client devices 120 of varying type, capabilities, operating systems, etc. For example, client application 200 synchronizes, via synchronization module 312 at content management system 100, content in client device 120's file system with the content in an associated user account on system 100. Client application 200 synchronizes any changes to content in a designated folder and its sub-folders with the synchronization module 312. Such changes include new, deleted, modified, copied, or moved files or folders. Synchronization module 312 also provides any changes to content associated with client device 120 to client application 200. This synchronizes the local content at client device 120 with the content items at content management system 100.
Conflict management module 314 determines whether there are any discrepancies between versions of a content item located at different client devices 120. For example, when a content item is modified at one client device and a second client device, differing versions of the content item may exist at each client device. Synchronization module 312 determines such versioning conflicts, for example by identifying the modification time of the content item modifications. Conflict management module 314 resolves the conflict between versions by any suitable means, such as by merging the versions, or by notifying the client device of the later-submitted version.
A user can also view or manipulate content via a web interface generated by user interface module 302. For example, the user can navigate in web browser 260 to a web address provided by content management system 100. Changes or updates to content in content storage 318 made through the web interface, such as uploading a new version of a file, are synchronized back to other client devices 120 associated with the user's account. Multiple client devices 120 may be associated with a single account and files in the account are synchronized between each of the multiple client devices 120.
Content management system 100 includes communications interface 300 for interfacing with various client devices 120, and with other content and/or service providers via an Application Programming Interface (API), which is one means for performing this function. Certain software applications access content storage 318 via an API on behalf of a user. For example, a software package, such as an app on a smartphone or tablet computing device, can programmatically make calls directly to content management system 100, when a user provides credentials, to read, write, create, delete, share, or otherwise manipulate content. Similarly, the API can allow users to access all or part of content storage 318 through a web site.
Content management system 100 can also include authenticator module 306, which verifies user credentials, security tokens, API calls, specific client devices, etc., to determine whether access to requested content items is authorized, and is one means for performing this function. Authenticator module 306 can generate one-time use authentication tokens for a user account. Authenticator module 306 assigns an expiration period or date to each authentication token. In addition to sending the authentication tokens to requesting client devices, authenticator module 306 can store generated authentication tokens in authentication token database 320. Upon receiving a request to validate an authentication token, authenticator module 306 checks authentication token database 320 for a matching authentication token assigned to the user. Once the authenticator module 306 identifies a matching authentication token, authenticator module 306 determines if the matching authentication token is still valid. For example, authenticator module 306 verifies that the authentication token has not expired or was not marked as used or invalid. After validating an authentication token, authenticator module 306 may invalidate the matching authentication token, such as a single-use token. For example, authenticator module 306 can mark the matching authentication token as used or invalid, or delete the matching authentication token from authentication token database 320.
Content management system 100 includes a sharing module 310 for sharing content publicly or privately, which is one means for performing this function. Sharing content publicly can include making the content item accessible from any computing device in network communication with content management system 100. Sharing content privately can include linking a content item in content storage 318 with two or more user accounts so that each user account has access to the content item. The content can also be shared across varying types of user accounts.
In some embodiments, content management system 100 includes a content management module 308 for maintaining a content directory that identifies the location of each content item in content storage 318, and allows client applications to request access to content items in the storage 318, and which is one means for performing this function. A content entry in the content directory can also include a content pointer that identifies the location of the content item in content storage 318. For example, the content entry can include a content pointer designating the storage address of the content item in memory. In some embodiments, the content entry includes multiple content pointers that point to multiple locations, each of which contains a portion of the content item.
In addition to a content path and content pointer, a content entry in some configurations also includes user account identifier that identifies the user account that has access to the content item. In some embodiments, multiple user account identifiers can be associated with a single content entry indicating that the content item has shared access by the multiple user accounts.
To share a content item privately, sharing module 310 adds a user account identifier to the content entry associated with the content item, thus granting the added user account access to the content item. Sharing module 310 can also be configured to remove user account identifiers from a content entry to restrict a user account's access to the content item.
To share content publicly, sharing module 310 generates a custom network address, such as a URL, which allows any web browser to access the content in content management system 100 without any authentication. The sharing module 310 includes content identification data in the generated URL, which can later be used by content management system 100 to properly identify and return the requested content item. For example, sharing module 310 can be configured to include the user account identifier and the content path in the generated URL. The content identification data included in the URL can be transmitted to content management system 100 by a client device to access the content item. In addition to generating the URL, sharing module 310 can also be configured to record that a URL to the content item has been created. In some embodiments, the content entry associated with a content item can include a URL flag indicating whether a URL to the content item has been created.
In the embodiment of
Note sharing system 130 includes various servers for managing access and edits to notes. Note sharing system includes proxy server 402, notes servers 404, and backend server 406. Proxy server 402 is responsible for handling requests from client applications 280 and passing those requests to the notes servers 404. Notes servers 404 manage application level requests for client applications 280 and selectively interact with backend servers 404 for processing lower level processing tasks on notes, and interfacing with notes database 408 as needed. Notes database 408 stores the notes, and provides programmatic access thereto for searching and retrieving notes, and is one means for performing these functions. Each note is represented in notes database 408 as a note object. Each note object is represented by a noteID, the text of the note, a list of edits performed on the note, and various types of metadata, such as the sharing users associated with the note and a creation timestamp indicating the creation time of the note.
The edit list includes the list of edits performed on the note, such as insertions, deletions, font changes (e.g., selection of font, as well as bold, italic, underling, etc.), and other changes to a note. Each edit identifies the user performing the edit, a timestamp of the edit, and the content of the edit. An “insert” edit designates the insertion position within the note (e.g., character offset from beginning of note) and the content to be inserted at the position of the insert edit. A “delete” edit designates the position from which to delete content and the number of characters to be deleted. A “modify” edit indicates the beginning position from which to modify an attribute of the text in a note, an ending position from which to stop the modification, and a modification attribute (e.g., bold, underline, and italicize). Edits may also indicate modifications to the metadata for a note, such as the addition or deletion of sharing users.
Notes database 408 also includes a set of indices. These indices are logical in nature, and may be implemented in various ways, depending on the underlying database design. A user index contains a list of all users by their userID, and for each userID there is a list of noteIDs. Each noteID identifies a note to which the user of the userID is subscribed. For each noteID there is a status indicator that indicates whether the note is active or inactive for the user. A note is active for the user sharing the note until the user deletes the note. In one embodiment, when the user deletes the note, the note persists in the note database 408 remains associated with the user but status indicator is set to inactive, allowing the user to reactivate their sharing status with the note in the future. The note remains active for and associated with any other shared users. Alternatively, the note may be deleted from the note database 408, so that none of the shared users have access to it anymore. The user index is used to identify notes associated with (shared with) a given user and the status of those notes with respect to the user.
Notes database 408 can include a note index. The note index indicates, for each note, a list of userIDs of users subscribed to the note, and an indication of whether the user is active or inactive. This index can be an inverse of the user index and may be stored together with the user index.
Notes database 408 can also include a term index identifying the presence of terms (i.e., keywords or other tokens) in each note. For each term, a list of noteIDs is included in the term index indicating notes that contain the term. The term may be represented in the term index by the term itself, or the term may be hashed to determine a term hash value, or may be given a term identifier. Certain terms may also be excluded from inclusion in the term index, such as common stop words and other terms that are not suitable for searching (e.g., “a” “an” “the” and the like). For a given note, additional information may be stored indicating the frequency of the term in the note (raw or weighted), as well as position(s) in the note where the term appears. Notes database 408 exposes a search function to notes servers 404. The search function takes as input the userID of the user making the search request, and zero or more terms to be searched. The search function uses the user index to identify a list of all notes to which the user is a sharing user and the status is active. For each of the query terms, the search function obtains the list of notes containing the term from the term index, and then unions these lists to obtain a unified list of notes containing the query terms. This unified list of notes is intersected with the list of shared notes for the user, thereby identifying all shared notes of the user that include one or more of the query terms. The search function may then sort (rank) notes using an information retrieval ranking function, for example ranking each note by the number and frequency of query terms. Alternatively, the search function can sort notes based on their creation timestamps and edit timestamps, ordering notes in reverse chronological order from most recent edit/creation to least recent. The search function then uses the noteIDs for the identified notes to retrieve notes. The retrieved notes are then transmitted to the requesting client device.
Notes database 408 may include additional indices associated with notes. For example a location index may include a list of locations (e.g., city names and places) and for each location, a list of noteIDs for notes that were created at the location or edited at the location. Alternatively, the creation and/or edit locations for each note may be stored with the note as metadata, for example as part of the edit list data.
Content management system 100 and note sharing system 130 may be implemented using a single computer, or a network of computers, including cloud-based computer implementations. For the purposes of this disclosure, a computer is device having one or more processors, memory, storage devices, and networking resources. The computers are preferably server class computers including one or more high-performance CPUs and 1 G or more of main memory, as well as 500 Gb to 2 Tb of computer readable, persistent storage, and running an operating system such as LINUX or variants thereof. The operations of content management system 100 and note sharing system 130 as described herein can be controlled through either hardware or through computer programs installed in computer storage and executed by the processors of such server to perform the functions described herein. These systems include other hardware elements necessary for the operations described here, including network interfaces and protocols, input devices for data entry, and output devices for display, printing, or other presentations of data, but which are not described herein. Similarly, conventional elements, such as firewalls, load balancers, notes servers, failover servers, network management tools and so forth are not shown so as not to obscure the features of the system. Finally, the functions and operations of content management system 100 and note sharing system 130 are sufficiently complex as to require implementation on a computer system, and cannot be performed in the human mind simply by mental steps.
Referring again to
Referring now to
Title 504: The title is provided by the user when creating the note.
Text snippet 506: a portion of the text of note 502 provided to show recent content changes to note 502. The snippet can be set to any of the following: 1) the most recently inserted text, 2) the most recently modified text. This setting can be made by the system administrator, or by the user via a setting in client application 280. Client application 280 determines the text for the snippet based on the most recent edit (or series of edits) for note 502. The length of snippet can be set by the user. If set to 0, nothing is shown. A maximum length can be established (e.g., 20 characters).
Sharing users 508: a list of the user names of the sharing users for the note. Sharing user icon 514 may also be presented to indicate that note 502 is shared. In one embodiment, the list of user names is ordered based on the order in which they last edited note 502, with the user name of the user who provided the most recent edits to the note shown first (i.e., based on reverse chronological order of edits). For example in
Status icon 512: An icon 512 placed in the context of note 502 to indicate its status. The New status icon 512a is shown after a note 502 is created and remains until the first time note 502 is edited. The Edited status icon 512b is shown after a note 502 is edited by a user. The status icon remains until the current user views the contents of the edited note. Once the edited note is viewed, the status icon is removed.
Note browser 286 can group and sort notes 502 in various arrangements, as selected by the user. One arrangement is by date, in reverse chronological order by time of last edit or creation date, with the following date range groups: Today, Yesterday, This week, Last Week, Older.
Other groupings may be provided by the note browser 286, as selected by the user as shown in
Group by Sharing user (
Group by Location (
Because some users remember where they created a note (or where they last edited the note), rather than with whom they shared notes, sorting alphabetically enables the user to find notes quickly based on location name. The location of notes 502 may be set as the location of client device 120 at the time the note was created, or the location at the time the note was edited. The location of client device 120 is obtained from location module 240. The location information for each note may be maintained by notes database 408. In this embodiment, client application 280 provides the location along with the note to note sharing system 120 when the user creates or edits a note. Alternatively, in one embodiment, location information for notes created or edited by the user may be stored locally on the client device, for example in a location index, that lists for each location, the noteIDs of notes created or edited at the location. In this embodiment, it is assumed that a user is only interested in the locations at which she edited the note, since she would not typically know the locations at which any of the sharing users edited the note.
Note browser 286 can also arrange the location groups 620 by distance (proximity) to the current location of client device 120 (making use of the location module 240 to obtain the current location of the device at the time the home screen is displayed to the user). This arrangement is beneficial, for example if the user has a large number of notes, but does not recall where they edited notes, since this arrangement enables the user to retrieve notes most pertinent to the user's current location. At the time the note browser 286 groups and displays the notes in the notes list view 504 it can query the location module 240 of the client device 120 by passing in the location name of each of the groups to obtain the distance of the location from the current location of the device 120, and then order the groups based on the received distances.
In one embodiment, the location (either at creation time, editing time by the user, or display time) to be associated with a note 502 is mapped to nearest major location marker (e.g., city name, street address, business name), rather than simply using the exact latitude/longitude coordinates. Location module 240 itself or external services are available to return a location marker given a GPS, or other geocode input. This mapping of actual location (based on GPS or geocode) to nearest major location marker is beneficial since it associates notes with geographically significant places that are recognizable to the user, and thus beneficially aggregates notes to meaningful groups. Referring again to
Referring to
When a notes server 404 receives a request, the notes server determines (S4) whether the request is to be executed by that notes server 404 itself, or by a backend server 406. When the request adds, edits, or otherwise modifies a note or index, the request is executed by a backend server 406. Requests that do not modify notes are executed by the notes server 404. For example, a request from client device 120 to view a note or obtain a list of notes responsive to a search term does not modify notes and is processed by notes server 404. By separating the modification of notes from searching of notes, a backend server 406 is able to rapidly propagate changes to a note to the users subscribed to that note. When a request modifies a note, notes server 404 determines (S5) which backend server 406 is responsible for the note to be modified and sends (S6) the request to that backend server 406. In one embodiment, notes are assigned to a backend server 406 based on their noteID, for example using a modulo M function, where M is the number of backend servers 406 in use. The association of a note with a particular backend server 406 may be performed using a load balancing, fair scheduling, or other algorithm. A notes server 404 may also receive edits from a backend server 406 to distribute to a client device 120 associated with that notes server 404. These edits may be edits performed on a note by another user that are being propagated to users subscribed to the note.
The assigned backend server 406 coordinates (S7) and distributes note edits to subscribed users of a note. Coordination includes sequencing the edits (if multiple different edit requests for a given note are received contemporaneously) according to order of receipt, and writing the edits to notes database 408. Distribution includes propagating edits to the other sharing users for the note. Specifically, when the backend server 406 receives a request to edit a note, the backend server identifies (S8) the users subscribed to the note, for example by querying (S8.1) the note index using the noteID; the note index returns (S8.2) a list of userIDs of the sharing user. The backend server 406 propagates (S9) the edit to the notes servers 404 associated with each of the users subscribed to the note, by providing a list of userIDs for the users associated with each notes server 404. Each such notes server 404 then notifies each of the users to which it is associated and for whom there is an edited note, that the note has been edited, by sending a message (S10) to the client applications 280 on each such user's client device 120, the message indicating the note that has been edited (e.g., by title) and the user who made edits (e.g., user name). Client application 280 can then display (S11) a message based on this information.
Referring to
When the user creates a note by selecting New note icon 902, client application 280 instantiates a note, with a new noteID, and sends the noteID to proxy server 402, following generally the process shown in
In note editor 282, a user can create a new note based on a photograph, by selecting photo icon 1006. The current user can insert a photo into note 502 by selecting the photo icon, or by selecting the photo button 908 as shown in
Note editor 282 is configured to close a note in response to the selection of the back icon 1008 (
Note editor 282 is configured to enable a user to share a note with other users; a user can share a newly created note, or an existing note. Referring again to
Referring again to
Referring now to
Notes server 404 calls (S2) the search function of notes database 408, passing in the userID. As described above, the search function obtains (S3) all notes associated with the current userID for which the user status is active. The search function than sorts (S4) notes according to the edit/creation times in reverse order, and returns (S5) to notes server 404 a selected number N most recent note (e.g., N=20, or other user specified number). Presorting in this manner is beneficial if there are a large number of notes, since the application server 404 need only return a limited number of notes to client application 280 for display. Alternatively, the notes server 404 simply returns all notes, without sorting them beforehand. In either case, each note is returned with its associated edits, and list of sharing users. Notes server 404 passes (S6) the returned results to the client application.
Client application 280 receives notes, and groups and sorts (S7) them according to the grouping/sorting setting set in the client application 280 as illustrated in
In one embodiment, the user may configure the client application 280 to show in home screen 502 all notes associated with the user, only those notes that the user created, only those notes that the user has created and shared with others, or only those notes that are shared with the user, or any combination thereof. The selected sets are applied as filters by client application 280 when processing the received notes from notes server 404 in response to a query.
As shown in
To determine search terms to suggest for addition to the search query, the notes server 404 determines one or more terms associated with notes in the search results. The notes server 404 determines a term frequency of each unique term (excluding stop words) occurring in notes in the search results; these terms include user names, and location names. The term frequency can be determined from the term index in notes database 408, using the raw count of each term in notes. In alternate embodiments, the term frequency of a term appearing in notes is weighted according to the frequency of the terms in the entire corpus of notes, or relative to the frequency of terms occurring in notes in just the result list. In one embodiment, for user names, the frequency is based on the number of notes in the search results that are shared with the named user, and the number of times the user names appears in the note text of the notes in the search results. Similarly, for location names, the frequency is based on the number of notes in the search results that are associated with the named location, and the number of times the location name appears in the note text of the notes in the search results. For user names, the frequencies are weighted relative to the frequencies of just user names alone, rather than the frequencies of all terms in the corpus, and similarly, the frequencies of location names are weighted relative to the frequencies of just location names alone. The notes server 404 ranks the terms based on their respective frequencies, and one or more of the most frequently-occurring keywords are selected (e.g., top three ranked keywords). In one embodiment, the notes server 404 separately ranks the user names, location names, and remaining keywords, and selects from each group one or more of the highest ranking terms, thus providing at least one suggested user name, at least one suggested location name, and at least one suggested keyword as suggested query terms. The selected terms are transmitted back to client application 280 as the terms to suggest to the user for a further search. Client application 280 displays the suggested terms, as illustrated in
Rather that initiating a new search with the suggested terms, the user may view suggested search terms based on a selected search result. Using the search results shown in
Client application 280 can receive a selection from the user of a search term from the suggested search 1515. The selected suggested search term is added by client application 280 to the set of search terms and transmitted to the notes server 404, which executes a new search as described above. A third set of results is obtained by the notes server 404 from notes database 408, and provided back to client application 280. The third set of results is displayed, and the user may select a further content item to additionally refine the search, in the manner described above. Thus, in the example of
In another embodiment, notes server 404 determines a set of potential suggested query terms based on the initial query results as described above with respect to
The selected content item is provided to the notes server 404, which receives 1630 the selection and determines 1635 keywords associated with the selected content item, which is then provided to client application 280 for presentation to the user. The user may initiate a new search using the keywords associated with the selected content item, which is received 1600 by notes server 404. This process can be repeated multiple times, as explained above in regards to
More generally, the processes for selecting and suggesting keywords may be applied more generally to tokens of any type, such as keywords, URLs, strings, usernames, content identifiers, images, and any other tokens capable of being represented in, or associated with, a note.
Reference in the specification to “one embodiment” or to “an embodiment” means that a particular feature, structure, or characteristic described in connection with the embodiments is included in at least one embodiment. The appearances of the phrase “in one embodiment” in various places in the specification are not necessarily all referring to the same embodiment.
In this description, the term “module” refers to computational logic for providing the specified functionality. A module can be implemented in hardware, firmware, and/or software. It will be understood that the named modules described herein represent one embodiment, and other embodiments may include other modules. In addition, other embodiments may lack modules described herein and/or distribute the described functionality among the modules in a different manner. Additionally, the functionalities attributed to more than one module can be incorporated into a single module. Where the modules described herein are implemented as software, the module can be implemented as a standalone program, but can also be implemented through other means, for example as part of a larger program, as a plurality of separate programs, or as one or more statically or dynamically linked libraries. In any of these software implementations, the modules are stored on the computer readable persistent storage devices of a system, loaded into memory, and executed by the one or more processors of the system's computers.
The operations herein may also be performed by an apparatus. This apparatus may be specially constructed for the required purposes, or it may comprise a general-purpose computer selectively activated or reconfigured by a computer program stored in the computer. Such a computer program may be stored in a computer readable storage medium, such as, but is not limited to, any type of disk including floppy disks, optical disks, CD-ROMs, magnetic-optical disks, read-only memories (ROMs), random access memories (RAMs), EPROMs, EEPROMs, magnetic or optical cards, application specific integrated circuits (ASICs), or any type of media suitable for storing electronic instructions, and each coupled to a computer system bus. Furthermore, the computers referred to in the specification may include a single processor or may be architectures employing multiple processor designs for increased computing capability.
The algorithms and displays presented herein are not inherently related to any particular computer or other apparatus. Various general-purpose systems may also be used with programs in accordance with the teachings herein, or it may prove convenient to construct more specialized apparatus to perform the required method steps. The required structure for a variety of these systems will appear from the description below. In addition, the present invention is not described with reference to any particular programming language. It will be appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any references below to specific languages are provided for disclosure of enablement and best mode of the present invention.
While the invention has been particularly shown and described with reference to a preferred embodiment and several alternate embodiments, it will be understood by persons skilled in the relevant art that various changes in form and details can be made therein without departing from the spirit and scope of the invention.
Finally, it should be noted that the language used in the specification has been principally selected for readability and instructional purposes, and may not have been selected to delineate or circumscribe the inventive subject matter. Accordingly, the disclosure of the present invention is intended to be illustrative, but not limiting, of the scope of the invention, which is set forth in the following claims.
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