US20200029177A1 - Systems and Methods for Correction of Geographic Inconsistency in Item Properties - Google Patents
Systems and Methods for Correction of Geographic Inconsistency in Item Properties Download PDFInfo
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- US20200029177A1 US20200029177A1 US16/588,615 US201916588615A US2020029177A1 US 20200029177 A1 US20200029177 A1 US 20200029177A1 US 201916588615 A US201916588615 A US 201916588615A US 2020029177 A1 US2020029177 A1 US 2020029177A1
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0283—Price estimation or determination
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/029—Location-based management or tracking services
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/06—Authentication
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- H04W12/00503—
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/60—Context-dependent security
- H04W12/63—Location-dependent; Proximity-dependent
Definitions
- FIG. 1 is a block diagram illustrating a system for correction of geographic inconsistency in item properties in accordance with various embodiments taught herein.
- FIG. 2 is a system flow diagram illustrating correction of geographic inconsistency in item properties in accordance with various embodiments taught herein.
- FIG. 3 is a flow diagram illustrating a method for correction of geographic inconsistency in item properties in accordance with various embodiments taught herein.
- FIG. 4 is an example computational device block diagram depicting various components which can be used to implement various embodiments taught herein.
- FIG. 5 is an example computational device block diagram depicting various components which can be used to implement various embodiments taught herein in a distributed system.
- correction of geographic inconsistency in item properties requires manually seeking geographic locations of interest, manual recordation of item-descriptive data and corresponding item-property data at each location of interest, manually determining a differenced value of one or more inconsistencies in the item-property data, and manual correction of those inconsistencies.
- Such procedures are time consuming and labor intensive.
- Methods, systems, and non-transitory computer readable media are provided herein for correction of geographic inconsistency in item properties.
- the methods, systems, and non-transitory computer readable media are configured to identify one or more locations of interest based on a determined location of a mobile device.
- the methods, systems, and non-transitory computer readable media are also configured to use a data reader to read item-descriptive data associated with an item and receive item-property data from a user interface of the mobile device.
- the methods, systems, and non-transitory computer readable media are also configured to connect to and access a secure network to communicate with a secure item database server.
- the methods, systems, and non-transitory computer readable media are also configured to receive, from the secure item database server, corresponding item-property data associated with a corresponding item located at a different geographic location for determining a difference between the corresponding item-property data and the item-property data.
- the methods, systems, and non-transitory computer readable media are also configured to effect a change in the corresponding item-property data based on the difference.
- an exemplary system 100 for correction of geographic inconsistency in item properties includes a mobile device 101 including a global positioning system (GPS) receiver 103 for determining a current geographic location of the mobile device 101 based on received satellite broadcasts.
- the mobile device 101 also includes a communication device 105 for communication via one or more communications networks (e.g., a mobile network, a wi-fi network, a local network, the internet, or a secure network 113 ) for requesting and receiving a list of geographic locations of interest from a location service (not shown) based on the determined geographic location and for communication with a secure item database server 117 .
- communications networks e.g., a mobile network, a wi-fi network, a local network, the internet, or a secure network 113 .
- the mobile device 101 also includes a data reader 111 for reading or acquiring item-descriptive data of an item at one or more of the geographic locations of interest.
- the mobile device 101 also includes a user interface 112 for receiving item-property data associated with the item at the location(s) of interest.
- the system 100 also includes an authentication server 115 for authenticating access by the mobile device 101 to the secure network 113 based on user-identification information transmitted by the mobile device 101 .
- the system 100 also includes a secure item database server 117 in communication, after authentication by the authentication server 115 , with the mobile device 101 via the secure network 113 for identifying, based on the item-descriptive data, corresponding items and associated corresponding item-property data.
- the mobile device 101 also includes a memory 109 for storing the item-descriptive data, the item-property data, and the corresponding item-property data and a processor 107 for determining a difference (inconsistency) between the item-property data and the corresponding item-property data.
- the mobile device 101 is also configured to effect a change in the corresponding item-property data in the secure item database server 117 .
- Mobile device 101 can be any suitable device including, for example, a smartphone, a cellular phone, a satellite phone, a tablet, a personal digital assistant (PDA), a laptop, a wireless barcode scanner, a handheld computing device, other portable electronic devices, or combinations thereof.
- a smartphone a cellular phone, a satellite phone, a tablet, a personal digital assistant (PDA), a laptop, a wireless barcode scanner, a handheld computing device, other portable electronic devices, or combinations thereof.
- PDA personal digital assistant
- laptop a wireless barcode scanner
- handheld computing device other portable electronic devices, or combinations thereof.
- the communication device 105 of the mobile device 101 can include, for example, but is not limited to, a radio frequency (RF) transceiver, a near-field communication (NFC) device, a Bluetooth® transceiver, a built-in network adapter, a network interface card, a Personal Computer Memory Card International Association (PCMCIA) network card, a card bus network adapter, a wireless network adapter, a USB network adapter, a modem, or any other device suitable for interfacing with any type of network capable of communication and performing the operations described herein.
- RF radio frequency
- NFC near-field communication
- Bluetooth® Bluetooth® transceiver
- PCMCIA Personal Computer Memory Card International Association
- Processor 107 in accordance with various embodiments can include, for example, but is not limited to, a microchip, a processor, a microprocessor, a special purpose processor, an application specific integrated circuit, a microcontroller, a field programmable gate array, any other suitable processor, or combinations thereof.
- Memory 109 in accordance with various embodiments can include, for example, but not limited to, hardware memory, non-transitory tangible media, magnetic storage disks, optical disks, flash drives, computational device memory, random access memory, such as but not limited to DRAM, SRAM, EDO RAM, any other type of memory, or combinations thereof.
- the item-descriptive data can be a written description of the item, a packaging design, a barcode, a one-dimensional barcode, a two-dimensional barcode, a UPC code, an EAN code, a Code 39, a Code 93, Code 128, an ITF, a codabar, a GS1 databar, an MSI Plessey, a QR code, a Datamatrix code, a PDF417, or an Aztec associated with the item.
- Data reader 111 can be any device suitable for acquiring and/or transmitting item-descriptive data, including for example, an RFID reader, a NFC reader, a barcode reader, a digital camera, a mobile device, a magnetic strip reader, a point of sale terminal, any other suitable device, or combinations thereof. Although shown and described herein as being integrated within the mobile device 101 , it will be apparent in view of this disclosure that, in accordance with various embodiments, the data reader 111 can be a separate device in communication with the mobile device 101 (e.g., a portable barcode scanner linked with the mobile device 101 via a Bluetooth® connection).
- User interface 112 can be, in accordance with various embodiments, a touch screen display, a display and keyboard, a display and pointing device (e.g., trackball or mouse), or any other combination of suitable components.
- the item-property data received at the user interface 112 can include, for example, a price, a sale status, a discount status, a stocked quantity of the item, a department location of the item, any other item-property related data, or combinations thereof.
- the user interface 112 can also include one or more software applications for operating the system 100 .
- Secure network 113 can be, for example, a Wireless Encryption Protocol (WEP) network, a Wireless Protected. Access (WPA) network, a WPA2 network, a DMZ network (perimeter network), a wireless access protocol (WAP) network, other encrypted networks, or combinations thereof.
- Authentication server 115 can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to receive user-identification information and authenticate users of a secure network 113 .
- Secure item database server 117 can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to store, query, and update item-property data associated with a plurality of items and corresponding items.
- server as used herein with reference to any of the various servers described, can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to perform the described function of each server.
- a user can operate the mobile device to commence use of the system 100 .
- the system 100 can use the GPS receiver 103 to determine a location of the mobile device 101 and then, using the communication device 105 , can transmit a request for and receiver a list of geographic locations of interest from the location service. The user can then relocate the mobile device 101 to one of the locations of interest.
- the system 100 can use the data reader 111 to acquire item-descriptive data associated with an item at the location of interest.
- the system 100 can prompt a user, via the user interface 112 , to enter item-property data associated with the item at the location of interest.
- the system 100 can use the communication device 105 to transmit user-identification information to the authentication server 115 via the secure network 113 .
- the system 100 can use the communication device 105 to transmit, via the secure network 113 , the item-descriptive data and the item-property data to the secure item database server 117 .
- the system 100 can then receive, from the secure item database server 117 in response to the transmission of the item-descriptive data and the item-property data, 1) an identification of a corresponding item located at a different geographic location and 2) corresponding item-property data associated with the corresponding item at the different geographic location.
- the system 100 can use the processor 107 to determine a difference (inconsistency) between the item-property data associated and the item at the location of interest and the corresponding item-property data associated with the corresponding item at the different geographic location.
- the system 100 can use the communication device 105 to transmit instructions to the secure item database server 117 to update the corresponding item-property data stored therein based on the determined difference.
- a system 200 in accordance with various embodiments, can be used for competitive shopping research by associates of a retailer.
- the associate can launch an application on a mobile device 201 and input user-identifying information via a user interface 212 of the mobile device 201 .
- the mobile device 201 can transmit the user-identifying information to a secure network 202 having a first firewall 204 .
- Firewall as used herein can include any suitable firewall including, for example, a packet firewall, a stateful firewall, an application-layer firewall, a proxy firewall, a next-generation firewall, or a unified threat management system).
- the first firewall 204 directs the transmission to a threat management server 209 (e.g., a proxy server) of a DMZ network 207 .
- the threat management server 209 then transmits the user-identifying information through a second firewall 206 , which directs the transmission to an authentication server 213 of an internal retailer network 211 , which verifies the user-identifying information for authentication of the mobile device 201 .
- the application then permits the associate to proceed with competitive shopping research.
- the associate then instructs the application to determine a location of the mobile device 201 and request a list of locations of interest (e.g., competitor retail locations) from a location service 203 having a location server 205 .
- the associate then relocates the mobile device to one of the competitor locations and uses a data reader of the mobile device to acquire item-descriptive data (e.g., by scanning a barcode of a product within the competitor location) identifying an item for competitive research.
- the associate can input item-property data associated with the item for competitive research such as, for example, a price, a stocked quantity, a department location, etc.
- the mobile device 201 can transmit the item-descriptive data and the item-property data to the DMZ network 207 having the first firewall 204 .
- the first firewall 204 can direct the item-descriptive data and the item-property data to a server cluster 217 of a load balancer 219 , the server cluster 217 in communication with the DMZ network 207 and, through the second firewall, the internal retailer network 211 .
- the load balancer 219 controls data flow on the internal retailer network 211 .
- the load balancer 219 can submit the item-descriptive data and the item-property data to one or more store servers 225 located on individual retail store networks 223 within the internal retailer network 211 to retrieve an identification of a corresponding item corresponding to the item for competitive research and corresponding item-property data stored thereon.
- the load balancer 219 can also submit the item-descriptive data and the item-property data to a representational state transfer (REST) interface 227 of a secure item database server 226 .
- REST representational state transfer
- the secure item database server 226 includes a delegator 229 for submitting the item-descriptive data and the item-property data to one or more of an object-relational mapping (ORM) query or a cache as a service (CAAS) for querying a secure item database 235 of the secure item database server 226 to retrieve the identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data stored therein.
- ORM object-relational mapping
- CAAS cache as a service
- the load balancer 219 can submit the item-descriptive data and the item-property data to both the one or more store servers 225 and the secure item database server 226 to retrieve the identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data.
- the retrieved identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data can then be sent, via the internal retailer network 211 and through the DMZ network 207 to the mobile device 201 .
- the mobile device 201 can then determine a difference (inconsistency) between the item property data associated and the item for competitive research with the corresponding item-property data associated with the corresponding item for competitive research.
- the mobile device 201 can transmit instructions, via the DMZ network 207 and the internal store network 211 , to the one or more store servers 225 to update the corresponding item-property data stored thereon (e.g., reduce or increase an item price of the retailer).
- the mobile device 201 can also transmit instructions, via the DMZ network 207 and the internal store network 211 , to the secure item database server 226 to update the corresponding item property data stored in the secure item database 235 .
- the associate does not need to manually research and seek out competitor locations and does not need to manually record item-descriptive data and item-property data in a log.
- the associate also does not need to complete the trip and wait, until returning to the associate's store, to manually determine inconsistencies in the corresponding item-property data and update the corresponding item-property data.
- the associate can advantageously correct inconsistencies in pricing or other item-property data at disparate locations in real time and, if desired, can respond to any differences by updating corresponding item-property data of the item at the retailer in real time, without delays associated with returning to the retailer location for manual determination of inconsistencies and item-property updates.
- the associate can, in accordance with various embodiments, choose not to update the item-property data or choose to wait until returning to the associate's retail location to review the inconsistencies and update the item-property data from at an in-store terminal of the individual store network 223 associated with the associate's retail location.
- a method 300 for correction of geographic inconsistency in item properties.
- the method includes a step 301 of determining a current geographic location of a mobile device in response to satellite broadcasts received by a global positioning system (GPS) receiver of the mobile device.
- the method includes a step 303 of programmatically transmitting, by a communication device of the mobile device, the current geographic location to a location service hosted on a location server in communication with the mobile device via a mobile network.
- the method includes receiving, from the location service, an identification of a plurality of geographic locations of interest, the geographic locations of interest being identified based, at least in part, on a distance between the current geographic location and the geographic locations of interest.
- the method includes relocating the mobile device from the current geographic location to a selected one of the geographic locations of interest.
- the method includes acquiring, by a data reader of the mobile device, item-descriptive data associated with an item at the selected one of the geographic locations of interest.
- the method includes receiving, from a user interface of the mobile device, item-property data associated with the item at the selected one of the geographic locations of interest.
- the method includes connecting the mobile device to a secure network by transmitting, from the communication device of the mobile device and via the mobile network, user-identification information to a security authentication module of the secure network.
- the method includes programmatically transmitting, via the secure network and in response to receiving authentication from the authentication module, the item-descriptive data to a secure item database server in communication with the mobile device via the secure network.
- the method includes receiving, from the secure item database server in response to the transmission of the item-descriptive data, (i) an identification of a corresponding item located at a different geographic location from the selected one of the geographic locations of interest, and (ii) corresponding item-property data associated with the corresponding item at the different geographic location.
- the method includes programmatically determining, by a processor of the mobile device, a difference between the item-property data and the corresponding item-property data, the difference effecting a change in corresponding item-property data in the secure item database server.
- the step 301 of determining a current geographic location of a mobile device in response to satellite broadcasts received by a global positioning system (GPS) receiver of the mobile device can be performed, for example but not limited to, using GPS receiver 103 of mobile device 101 as described above with reference to FIG. 1 .
- the step 303 of programmatically transmitting, by a communication device of the mobile device, the current geographic location to a location service hosted on a location server in communication with the mobile device via a mobile network can be performed, for example but not limited to, using the communication device 105 of the mobile device 101 to transmit the geographic location to a location service as described above with reference to FIG. 1 .
- the step 305 of receiving, from the location service, an identification of a plurality of geographic locations of interest, the geographic locations of interest being identified based, at least in part, on a distance between the current geographic location and the geographic locations of interest can be performed, for example but not limited to, using the communications device 105 of the mobile device 101 to receive the geographic locations of interest as described above with reference to FIG. 1 .
- the step 307 of relocating the mobile device from the current geographic location to a selected one of the geographic locations of interest can be performed, for example but not limited to, by relocating the mobile device 101 as described above with reference to FIG. 1 .
- the step 309 of acquiring, by a data reader of the mobile device, item-descriptive data associated with an item at the selected one of the geographic locations of interest can be performed, for example but not limited to, using the data reader 111 of the mobile device 101 to read item-descriptive data as described above with reference to FIG. 1 .
- the step 311 of receiving, from a user interface of the mobile device, item-property data associated with the item at the selected one of the geographic locations of interest can be performed, for example but not limited to, receiving item-property data via the user interface 112 of the mobile device 101 as described above with reference to FIG. 1 .
- the step 313 of connecting the mobile device to a secure network by transmitting, from the communication device of the mobile device and via the mobile network, user-identification information to a security authentication module of the secure network can be performed, for example but not limited to, using the communication device 105 of the mobile device 101 to transmit user-identifying information via a secure network 113 to an authentication server 115 as described above with reference to FIG. 1 .
- the step 315 of programmatically transmitting, via the secure network and in response to receiving authentication from the authentication module, the item-descriptive data to a secure item database server in communication with the mobile device via the secure network can be performed, for example but not limited to, using the communication device 105 of the mobile device 101 to receive authentication from the authentication server 115 via the secure network and to transmit the item-descriptive data and the item-property data to the secure item database server 117 via the secure network 113 as described above with reference to FIG. 1 .
- the step 317 of receiving, from the secure item database server in response to the transmission of the item-descriptive data, (i) an identification of a corresponding item located at a different geographic location from the selected one of the geographic locations of interest, and (ii) corresponding item-property data associated with the corresponding item at the different geographic location can be performed, for example but not limited to, using the communication device 105 of the mobile device 101 to receive an identification of the corresponding item and corresponding item-property data from the secure item database server 117 via the secure network 113 as described above with reference to FIG. 1 .
- the step 319 of programmatically determining, by a processor of the mobile device, a difference between the item-property data and the corresponding item-property data, the difference effecting a change in corresponding item-property data in the secure item database server can be performed, for example but not limited to, using the processor 107 of the mobile device 101 to determine a difference (inconsistency) between the item-property data and the corresponding item-property data and using the communication device 105 of the mobile device 101 to transmit instructions for updating the corresponding item-property data to the secure item database server 117 via the secure network 113 as described above with reference to FIG. 1 .
- FIG. 4 is a block diagram of an exemplary computing device 410 such as can be used, or portions thereof, in accordance with various embodiments and, for clarity, refers back to and provides greater detail regarding various elements of the system 100 of FIG. 1 .
- the computing device 410 can include one or more non-transitory computer-readable media for storing one or more computer-executable instructions or software for implementing exemplary embodiments.
- the non-transitory computer-readable media can include, but are not limited to, one or more types of hardware memory, non-transitory tangible media (for example, one or more magnetic storage disks, one or more optical disks, one or more flash drives), and the like.
- memory 109 included in the computing device 410 can store computer-readable and computer-executable instructions or software for performing the operations disclosed herein.
- the memory 109 can store a software application 440 which is configured to perform various of the disclosed operations (e.g, determine a difference between received corresponding item-property data and acquired item-property data using processor 107 and update the corresponding item-property data in the secure item database server 117 ).
- the computing device 410 can also include configurable and/or programmable processor 107 and an associated core 414 , and optionally, one or more additional configurable and/or programmable processing devices, e.g., processor(s) 412 ′ and associated core(s) 414 ′ (for example, in the case of computational devices having multiple processors/cores), for executing computer-readable and computer-executable instructions or software stored in the memory 109 and other programs for controlling system hardware.
- Processor 107 and processor(s) 412 ′ can each be a single core processor or multiple core ( 414 and 414 ′) processor.
- Virtualization can be employed in the computing device 410 so that infrastructure and resources in the computing device can be shared dynamically.
- a virtual machine 424 can be provided to handle a process running on multiple processors so that the process appears to be using only one computing resource rather than multiple computing resources. Multiple virtual machines can also be used with one processor.
- Memory 109 can include a computational device memory or random access memory, such as DRAM, SRAM, EDO RAM, and the like. Memory 109 can include other types of memory as well, or combinations thereof.
- a user can interact with the computing device 410 through a visual display device 428 , such as a computer monitor, which can display one or more user interfaces 112 that can be provided in accordance with exemplary embodiments.
- the computing device 410 can include other I/O devices for receiving input from a user, for example, a keyboard or any suitable multi-point touch interface 418 , a pointing device 420 (e.g., a mouse).
- the keyboard 418 and the pointing device 420 can be coupled to the visual display device 428 .
- the computing device 410 can include other suitable conventional I/O peripherals.
- the computing device 410 can also include one or more storage devices 434 , such as a hard-drive, CD-ROM, or other computer readable media, for storing data and computer-readable instructions and/or software that perform operations disclosed herein.
- Exemplary storage device 434 can also store one or more databases for storing any suitable information required to implement exemplary embodiments. The databases can be updated manually or automatically at any suitable time to add, delete, and/or update one or more items in the databases.
- the computing device 410 can include a communication device 105 configured to interface via one or more network devices 432 with one or more networks, for example, Local Area Network (LAN), Wide Area Network (WAN) or the Internet through a variety of connections including, but not limited to, standard telephone lines, LAN or WAN links (for example, 802.11, T1, T3, 56 kb, X.25), broadband connections (for example, ISDN, Frame Relay, ATM), wireless connections, controller area network (CAN), or some combination of any or all of the above.
- LAN Local Area Network
- WAN Wide Area Network
- the Internet through a variety of connections including, but not limited to, standard telephone lines, LAN or WAN links (for example, 802.11, T1, T3, 56 kb, X.25), broadband connections (for example, ISDN, Frame Relay, ATM), wireless connections, controller area network (CAN), or some combination of any or all of the above.
- LAN Local Area Network
- WAN Wide Area Network
- CAN controller area network
- the communication device 112 can include a built-in network adapter, network interface card, PCMCIA network card, card bus network adapter, wireless network adapter, USB network adapter, modem, radio frequency transceiver, or any other device suitable for interfacing the computing device 410 to any type of network capable of communication and performing the operations described herein.
- the computing device 410 can be any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to perform the operations described herein.
- the computing device 410 can run any operating system 426 , such as any of the versions of the Microsoft® Windows® operating systems, the different releases of the Unix and Linux operating systems, any version of the MacOS® for Macintosh computers, any embedded operating system, any real-time operating system, any open source operating system, any proprietary operating system, or any other operating system capable of running on the computing device and performing the operations described herein.
- the operating system 426 can be run in native mode or emulated mode.
- the operating system 426 can be run on one or more cloud machine instances.
- FIG. 5 is an example computational device block diagram of certain distributed embodiments.
- FIG. 1 and portions of the exemplary discussion above, make reference to a centralized system 100 operating on a single computing device, one will recognize that various of the modules within the system 100 may instead be distributed across a network 505 in separate server systems 501 a - d and possibly in user systems, such as a desktop computer device 502 , or mobile computer device 503 .
- users may download an application to their desktop computer device or mobile computer device, which is configured to run the system 100 for correction of geographic inconsistency in item properties.
- the user interface 112 can be a client side application of a client-server environment, wherein the system 100 for correction of geographic inconsistency in item properties is hosted by a server and interacted with by the desktop computer device or mobile device.
- various modules or components of the system 100 can be separately located on server systems 501 a - d and can be in communication with one another across the network 505 .
- Exemplary flowcharts are provided herein for illustrative purposes and are non-limiting examples of methods.
- One of ordinary skill in the art will recognize that exemplary methods may include more or fewer steps than those illustrated in the exemplary flowcharts, and that the steps in the exemplary flowcharts may be performed in a different order than the order shown in the illustrative flowcharts.
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Abstract
Description
- This application is a continuation of U.S. patent application Ser. No. 15/342,511 entitled “SYSTEMS AND METHODS FOR CORRECTION OF GEOGRAPHIC INCONSISTENCY IN ITEM PROPERTIES,” filed on Nov. 3, 2016, which claims priority to and the benefit of U.S. Provisional Application No. 62/250,746 filed on Nov. 4, 2015, the contents of each are hereby incorporated by reference in their entirety.
- Conventionally, correction of geographic inconsistency in item properties requires manually seeking geographic locations of interest, manual recordation of item-descriptive data and corresponding item-property data at each location of interest, manually determining a differenced value of one or more inconsistencies in the item-property data, and manual correction of those inconsistencies. However, such procedures are time consuming and labor intensive.
- The accompanying drawings are not intended to be drawn to scale. In the drawings, each identical or nearly identical component that is illustrated in various figures is represented by a like numeral. For purposes of clarity, not every component may be labeled in every drawing. In the drawings:
-
FIG. 1 is a block diagram illustrating a system for correction of geographic inconsistency in item properties in accordance with various embodiments taught herein. -
FIG. 2 is a system flow diagram illustrating correction of geographic inconsistency in item properties in accordance with various embodiments taught herein. -
FIG. 3 is a flow diagram illustrating a method for correction of geographic inconsistency in item properties in accordance with various embodiments taught herein. -
FIG. 4 is an example computational device block diagram depicting various components which can be used to implement various embodiments taught herein. -
FIG. 5 is an example computational device block diagram depicting various components which can be used to implement various embodiments taught herein in a distributed system. - As discussed above, correction of geographic inconsistency in item properties requires manually seeking geographic locations of interest, manual recordation of item-descriptive data and corresponding item-property data at each location of interest, manually determining a differenced value of one or more inconsistencies in the item-property data, and manual correction of those inconsistencies. However, such procedures are time consuming and labor intensive.
- Methods, systems, and non-transitory computer readable media are provided herein for correction of geographic inconsistency in item properties. The methods, systems, and non-transitory computer readable media, in accordance with various embodiments, are configured to identify one or more locations of interest based on a determined location of a mobile device. The methods, systems, and non-transitory computer readable media, in accordance with various embodiments, are also configured to use a data reader to read item-descriptive data associated with an item and receive item-property data from a user interface of the mobile device. The methods, systems, and non-transitory computer readable media, in accordance with various embodiments, are also configured to connect to and access a secure network to communicate with a secure item database server. The methods, systems, and non-transitory computer readable media, in accordance with various embodiments, are also configured to receive, from the secure item database server, corresponding item-property data associated with a corresponding item located at a different geographic location for determining a difference between the corresponding item-property data and the item-property data. The methods, systems, and non-transitory computer readable media, in accordance with various embodiments, are also configured to effect a change in the corresponding item-property data based on the difference.
- Referring now to
FIG. 1 , anexemplary system 100 for correction of geographic inconsistency in item properties includes amobile device 101 including a global positioning system (GPS)receiver 103 for determining a current geographic location of themobile device 101 based on received satellite broadcasts. Themobile device 101 also includes acommunication device 105 for communication via one or more communications networks (e.g., a mobile network, a wi-fi network, a local network, the internet, or a secure network 113) for requesting and receiving a list of geographic locations of interest from a location service (not shown) based on the determined geographic location and for communication with a secureitem database server 117. Themobile device 101 also includes adata reader 111 for reading or acquiring item-descriptive data of an item at one or more of the geographic locations of interest. Themobile device 101 also includes auser interface 112 for receiving item-property data associated with the item at the location(s) of interest. - The
system 100 also includes anauthentication server 115 for authenticating access by themobile device 101 to thesecure network 113 based on user-identification information transmitted by themobile device 101. Thesystem 100 also includes a secureitem database server 117 in communication, after authentication by theauthentication server 115, with themobile device 101 via thesecure network 113 for identifying, based on the item-descriptive data, corresponding items and associated corresponding item-property data. Themobile device 101 also includes amemory 109 for storing the item-descriptive data, the item-property data, and the corresponding item-property data and aprocessor 107 for determining a difference (inconsistency) between the item-property data and the corresponding item-property data. Themobile device 101 is also configured to effect a change in the corresponding item-property data in the secureitem database server 117. -
Mobile device 101 can be any suitable device including, for example, a smartphone, a cellular phone, a satellite phone, a tablet, a personal digital assistant (PDA), a laptop, a wireless barcode scanner, a handheld computing device, other portable electronic devices, or combinations thereof. Thecommunication device 105 of themobile device 101, in accordance with various embodiments can include, for example, but is not limited to, a radio frequency (RF) transceiver, a near-field communication (NFC) device, a Bluetooth® transceiver, a built-in network adapter, a network interface card, a Personal Computer Memory Card International Association (PCMCIA) network card, a card bus network adapter, a wireless network adapter, a USB network adapter, a modem, or any other device suitable for interfacing with any type of network capable of communication and performing the operations described herein. -
Processor 107, in accordance with various embodiments can include, for example, but is not limited to, a microchip, a processor, a microprocessor, a special purpose processor, an application specific integrated circuit, a microcontroller, a field programmable gate array, any other suitable processor, or combinations thereof.Memory 109, in accordance with various embodiments can include, for example, but not limited to, hardware memory, non-transitory tangible media, magnetic storage disks, optical disks, flash drives, computational device memory, random access memory, such as but not limited to DRAM, SRAM, EDO RAM, any other type of memory, or combinations thereof. - The item-descriptive data, in accordance with various embodiments, can be a written description of the item, a packaging design, a barcode, a one-dimensional barcode, a two-dimensional barcode, a UPC code, an EAN code, a Code 39, a Code 93, Code 128, an ITF, a codabar, a GS1 databar, an MSI Plessey, a QR code, a Datamatrix code, a PDF417, or an Aztec associated with the item.
Data reader 111 can be any device suitable for acquiring and/or transmitting item-descriptive data, including for example, an RFID reader, a NFC reader, a barcode reader, a digital camera, a mobile device, a magnetic strip reader, a point of sale terminal, any other suitable device, or combinations thereof. Although shown and described herein as being integrated within themobile device 101, it will be apparent in view of this disclosure that, in accordance with various embodiments, thedata reader 111 can be a separate device in communication with the mobile device 101 (e.g., a portable barcode scanner linked with themobile device 101 via a Bluetooth® connection). -
User interface 112 can be, in accordance with various embodiments, a touch screen display, a display and keyboard, a display and pointing device (e.g., trackball or mouse), or any other combination of suitable components. The item-property data received at theuser interface 112 can include, for example, a price, a sale status, a discount status, a stocked quantity of the item, a department location of the item, any other item-property related data, or combinations thereof. Theuser interface 112 can also include one or more software applications for operating thesystem 100. -
Secure network 113, in accordance with various embodiments, can be, for example, a Wireless Encryption Protocol (WEP) network, a Wireless Protected. Access (WPA) network, a WPA2 network, a DMZ network (perimeter network), a wireless access protocol (WAP) network, other encrypted networks, or combinations thereof.Authentication server 115 can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to receive user-identification information and authenticate users of asecure network 113. Secureitem database server 117 can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to store, query, and update item-property data associated with a plurality of items and corresponding items. More generally, server, as used herein with reference to any of the various servers described, can include, for example, any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, mobile device, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to perform the described function of each server. - In accordance with various embodiments, a user can operate the mobile device to commence use of the
system 100. Thesystem 100 can use theGPS receiver 103 to determine a location of themobile device 101 and then, using thecommunication device 105, can transmit a request for and receiver a list of geographic locations of interest from the location service. The user can then relocate themobile device 101 to one of the locations of interest. At the location of interest, thesystem 100 can use thedata reader 111 to acquire item-descriptive data associated with an item at the location of interest. In response to acquisition of the item-descriptive data, thesystem 100 can prompt a user, via theuser interface 112, to enter item-property data associated with the item at the location of interest. - In response to receiving the item-property data, the
system 100 can use thecommunication device 105 to transmit user-identification information to theauthentication server 115 via thesecure network 113. In response to receipt of authentication from theauthentication server 115, thesystem 100 can use thecommunication device 105 to transmit, via thesecure network 113, the item-descriptive data and the item-property data to the secureitem database server 117. Thesystem 100 can then receive, from the secureitem database server 117 in response to the transmission of the item-descriptive data and the item-property data, 1) an identification of a corresponding item located at a different geographic location and 2) corresponding item-property data associated with the corresponding item at the different geographic location. - The
system 100 can use theprocessor 107 to determine a difference (inconsistency) between the item-property data associated and the item at the location of interest and the corresponding item-property data associated with the corresponding item at the different geographic location. Thesystem 100 can use thecommunication device 105 to transmit instructions to the secureitem database server 117 to update the corresponding item-property data stored therein based on the determined difference. - As illustrated by
FIG. 2 , by way of non-limiting example, in one application of the technology described herein, asystem 200, in accordance with various embodiments, can be used for competitive shopping research by associates of a retailer. The associate can launch an application on amobile device 201 and input user-identifying information via auser interface 212 of themobile device 201. Themobile device 201 can transmit the user-identifying information to asecure network 202 having afirst firewall 204. Firewall, as used herein can include any suitable firewall including, for example, a packet firewall, a stateful firewall, an application-layer firewall, a proxy firewall, a next-generation firewall, or a unified threat management system). - The
first firewall 204 directs the transmission to a threat management server 209 (e.g., a proxy server) of aDMZ network 207. Thethreat management server 209 then transmits the user-identifying information through asecond firewall 206, which directs the transmission to anauthentication server 213 of aninternal retailer network 211, which verifies the user-identifying information for authentication of themobile device 201. The application then permits the associate to proceed with competitive shopping research. - The associate then instructs the application to determine a location of the
mobile device 201 and request a list of locations of interest (e.g., competitor retail locations) from alocation service 203 having alocation server 205. The associate then relocates the mobile device to one of the competitor locations and uses a data reader of the mobile device to acquire item-descriptive data (e.g., by scanning a barcode of a product within the competitor location) identifying an item for competitive research. Upon acquiring the item-descriptive data associated with the item for competitive research, the associate can input item-property data associated with the item for competitive research such as, for example, a price, a stocked quantity, a department location, etc. - The
mobile device 201 can transmit the item-descriptive data and the item-property data to theDMZ network 207 having thefirst firewall 204. Thefirst firewall 204 can direct the item-descriptive data and the item-property data to aserver cluster 217 of aload balancer 219, theserver cluster 217 in communication with theDMZ network 207 and, through the second firewall, theinternal retailer network 211. Theload balancer 219 controls data flow on theinternal retailer network 211. Theload balancer 219 can submit the item-descriptive data and the item-property data to one ormore store servers 225 located on individualretail store networks 223 within theinternal retailer network 211 to retrieve an identification of a corresponding item corresponding to the item for competitive research and corresponding item-property data stored thereon. Theload balancer 219 can also submit the item-descriptive data and the item-property data to a representational state transfer (REST)interface 227 of a secureitem database server 226. The secureitem database server 226 includes adelegator 229 for submitting the item-descriptive data and the item-property data to one or more of an object-relational mapping (ORM) query or a cache as a service (CAAS) for querying asecure item database 235 of the secureitem database server 226 to retrieve the identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data stored therein. It will be apparent in view of this disclosure that, in accordance with various embodiments, theload balancer 219 can submit the item-descriptive data and the item-property data to both the one ormore store servers 225 and the secureitem database server 226 to retrieve the identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data. - The retrieved identification of the corresponding item corresponding to the item for competitive research and the corresponding item-property data can then be sent, via the
internal retailer network 211 and through theDMZ network 207 to themobile device 201. Themobile device 201 can then determine a difference (inconsistency) between the item property data associated and the item for competitive research with the corresponding item-property data associated with the corresponding item for competitive research. In response to determining the difference (e.g., a price difference between a similar item at the retail associate's store), themobile device 201 can transmit instructions, via theDMZ network 207 and theinternal store network 211, to the one ormore store servers 225 to update the corresponding item-property data stored thereon (e.g., reduce or increase an item price of the retailer). In response to determining the difference, themobile device 201 can also transmit instructions, via theDMZ network 207 and theinternal store network 211, to the secureitem database server 226 to update the corresponding item property data stored in thesecure item database 235. - Thus the associate does not need to manually research and seek out competitor locations and does not need to manually record item-descriptive data and item-property data in a log. The associate also does not need to complete the trip and wait, until returning to the associate's store, to manually determine inconsistencies in the corresponding item-property data and update the corresponding item-property data. Thus the associate can advantageously correct inconsistencies in pricing or other item-property data at disparate locations in real time and, if desired, can respond to any differences by updating corresponding item-property data of the item at the retailer in real time, without delays associated with returning to the retailer location for manual determination of inconsistencies and item-property updates. However, it will be apparent in view of this disclosure that the associate can, in accordance with various embodiments, choose not to update the item-property data or choose to wait until returning to the associate's retail location to review the inconsistencies and update the item-property data from at an in-store terminal of the
individual store network 223 associated with the associate's retail location. - Referring now to
FIG. 3 , amethod 300 is provided for correction of geographic inconsistency in item properties. The method includes astep 301 of determining a current geographic location of a mobile device in response to satellite broadcasts received by a global positioning system (GPS) receiver of the mobile device. The method includes astep 303 of programmatically transmitting, by a communication device of the mobile device, the current geographic location to a location service hosted on a location server in communication with the mobile device via a mobile network. Atstep 305, the method includes receiving, from the location service, an identification of a plurality of geographic locations of interest, the geographic locations of interest being identified based, at least in part, on a distance between the current geographic location and the geographic locations of interest. Atstep 307, the method includes relocating the mobile device from the current geographic location to a selected one of the geographic locations of interest. Atstep 309, the method includes acquiring, by a data reader of the mobile device, item-descriptive data associated with an item at the selected one of the geographic locations of interest. - At
step 311, the method includes receiving, from a user interface of the mobile device, item-property data associated with the item at the selected one of the geographic locations of interest. Atstep 313 the method includes connecting the mobile device to a secure network by transmitting, from the communication device of the mobile device and via the mobile network, user-identification information to a security authentication module of the secure network. Atstep 315 the method includes programmatically transmitting, via the secure network and in response to receiving authentication from the authentication module, the item-descriptive data to a secure item database server in communication with the mobile device via the secure network. Atstep 317 the method includes receiving, from the secure item database server in response to the transmission of the item-descriptive data, (i) an identification of a corresponding item located at a different geographic location from the selected one of the geographic locations of interest, and (ii) corresponding item-property data associated with the corresponding item at the different geographic location. Atstep 319 the method includes programmatically determining, by a processor of the mobile device, a difference between the item-property data and the corresponding item-property data, the difference effecting a change in corresponding item-property data in the secure item database server. - The
step 301 of determining a current geographic location of a mobile device in response to satellite broadcasts received by a global positioning system (GPS) receiver of the mobile device can be performed, for example but not limited to, usingGPS receiver 103 ofmobile device 101 as described above with reference toFIG. 1 . Thestep 303 of programmatically transmitting, by a communication device of the mobile device, the current geographic location to a location service hosted on a location server in communication with the mobile device via a mobile network can be performed, for example but not limited to, using thecommunication device 105 of themobile device 101 to transmit the geographic location to a location service as described above with reference toFIG. 1 . Thestep 305 of receiving, from the location service, an identification of a plurality of geographic locations of interest, the geographic locations of interest being identified based, at least in part, on a distance between the current geographic location and the geographic locations of interest can be performed, for example but not limited to, using thecommunications device 105 of themobile device 101 to receive the geographic locations of interest as described above with reference toFIG. 1 . - The
step 307 of relocating the mobile device from the current geographic location to a selected one of the geographic locations of interest can be performed, for example but not limited to, by relocating themobile device 101 as described above with reference toFIG. 1 . Thestep 309 of acquiring, by a data reader of the mobile device, item-descriptive data associated with an item at the selected one of the geographic locations of interest can be performed, for example but not limited to, using thedata reader 111 of themobile device 101 to read item-descriptive data as described above with reference toFIG. 1 . Thestep 311 of receiving, from a user interface of the mobile device, item-property data associated with the item at the selected one of the geographic locations of interest can be performed, for example but not limited to, receiving item-property data via theuser interface 112 of themobile device 101 as described above with reference toFIG. 1 . - The
step 313 of connecting the mobile device to a secure network by transmitting, from the communication device of the mobile device and via the mobile network, user-identification information to a security authentication module of the secure network can be performed, for example but not limited to, using thecommunication device 105 of themobile device 101 to transmit user-identifying information via asecure network 113 to anauthentication server 115 as described above with reference toFIG. 1 . Thestep 315 of programmatically transmitting, via the secure network and in response to receiving authentication from the authentication module, the item-descriptive data to a secure item database server in communication with the mobile device via the secure network can be performed, for example but not limited to, using thecommunication device 105 of themobile device 101 to receive authentication from theauthentication server 115 via the secure network and to transmit the item-descriptive data and the item-property data to the secureitem database server 117 via thesecure network 113 as described above with reference toFIG. 1 . - The
step 317 of receiving, from the secure item database server in response to the transmission of the item-descriptive data, (i) an identification of a corresponding item located at a different geographic location from the selected one of the geographic locations of interest, and (ii) corresponding item-property data associated with the corresponding item at the different geographic location can be performed, for example but not limited to, using thecommunication device 105 of themobile device 101 to receive an identification of the corresponding item and corresponding item-property data from the secureitem database server 117 via thesecure network 113 as described above with reference toFIG. 1 . Thestep 319 of programmatically determining, by a processor of the mobile device, a difference between the item-property data and the corresponding item-property data, the difference effecting a change in corresponding item-property data in the secure item database server can be performed, for example but not limited to, using theprocessor 107 of themobile device 101 to determine a difference (inconsistency) between the item-property data and the corresponding item-property data and using thecommunication device 105 of themobile device 101 to transmit instructions for updating the corresponding item-property data to the secureitem database server 117 via thesecure network 113 as described above with reference toFIG. 1 . -
FIG. 4 is a block diagram of anexemplary computing device 410 such as can be used, or portions thereof, in accordance with various embodiments and, for clarity, refers back to and provides greater detail regarding various elements of thesystem 100 ofFIG. 1 . Thecomputing device 410 can include one or more non-transitory computer-readable media for storing one or more computer-executable instructions or software for implementing exemplary embodiments. The non-transitory computer-readable media can include, but are not limited to, one or more types of hardware memory, non-transitory tangible media (for example, one or more magnetic storage disks, one or more optical disks, one or more flash drives), and the like. For example,memory 109 included in thecomputing device 410 can store computer-readable and computer-executable instructions or software for performing the operations disclosed herein. For example, thememory 109 can store asoftware application 440 which is configured to perform various of the disclosed operations (e.g, determine a difference between received corresponding item-property data and acquired item-propertydata using processor 107 and update the corresponding item-property data in the secure item database server 117). Thecomputing device 410 can also include configurable and/orprogrammable processor 107 and an associatedcore 414, and optionally, one or more additional configurable and/or programmable processing devices, e.g., processor(s) 412′ and associated core(s) 414′ (for example, in the case of computational devices having multiple processors/cores), for executing computer-readable and computer-executable instructions or software stored in thememory 109 and other programs for controlling system hardware.Processor 107 and processor(s) 412′ can each be a single core processor or multiple core (414 and 414′) processor. - Virtualization can be employed in the
computing device 410 so that infrastructure and resources in the computing device can be shared dynamically. Avirtual machine 424 can be provided to handle a process running on multiple processors so that the process appears to be using only one computing resource rather than multiple computing resources. Multiple virtual machines can also be used with one processor. -
Memory 109 can include a computational device memory or random access memory, such as DRAM, SRAM, EDO RAM, and the like.Memory 109 can include other types of memory as well, or combinations thereof. - A user can interact with the
computing device 410 through a visual display device 428, such as a computer monitor, which can display one ormore user interfaces 112 that can be provided in accordance with exemplary embodiments. Thecomputing device 410 can include other I/O devices for receiving input from a user, for example, a keyboard or any suitablemulti-point touch interface 418, a pointing device 420 (e.g., a mouse). Thekeyboard 418 and thepointing device 420 can be coupled to the visual display device 428. Thecomputing device 410 can include other suitable conventional I/O peripherals. - The
computing device 410 can also include one ormore storage devices 434, such as a hard-drive, CD-ROM, or other computer readable media, for storing data and computer-readable instructions and/or software that perform operations disclosed herein.Exemplary storage device 434 can also store one or more databases for storing any suitable information required to implement exemplary embodiments. The databases can be updated manually or automatically at any suitable time to add, delete, and/or update one or more items in the databases. - The
computing device 410 can include acommunication device 105 configured to interface via one ormore network devices 432 with one or more networks, for example, Local Area Network (LAN), Wide Area Network (WAN) or the Internet through a variety of connections including, but not limited to, standard telephone lines, LAN or WAN links (for example, 802.11, T1, T3, 56 kb, X.25), broadband connections (for example, ISDN, Frame Relay, ATM), wireless connections, controller area network (CAN), or some combination of any or all of the above. Thecommunication device 112 can include a built-in network adapter, network interface card, PCMCIA network card, card bus network adapter, wireless network adapter, USB network adapter, modem, radio frequency transceiver, or any other device suitable for interfacing thecomputing device 410 to any type of network capable of communication and performing the operations described herein. Moreover, thecomputing device 410 can be any computational device, such as a workstation, desktop computer, server, laptop, handheld computer, tablet computer, or other form of computing or telecommunications device that is capable of communication and that has sufficient processor power and memory capacity to perform the operations described herein. - The
computing device 410 can run anyoperating system 426, such as any of the versions of the Microsoft® Windows® operating systems, the different releases of the Unix and Linux operating systems, any version of the MacOS® for Macintosh computers, any embedded operating system, any real-time operating system, any open source operating system, any proprietary operating system, or any other operating system capable of running on the computing device and performing the operations described herein. In exemplary embodiments, theoperating system 426 can be run in native mode or emulated mode. In an exemplary embodiment, theoperating system 426 can be run on one or more cloud machine instances. -
FIG. 5 is an example computational device block diagram of certain distributed embodiments. AlthoughFIG. 1 , and portions of the exemplary discussion above, make reference to acentralized system 100 operating on a single computing device, one will recognize that various of the modules within thesystem 100 may instead be distributed across anetwork 505 in separate server systems 501 a-d and possibly in user systems, such as adesktop computer device 502, ormobile computer device 503. As one example, users may download an application to their desktop computer device or mobile computer device, which is configured to run thesystem 100 for correction of geographic inconsistency in item properties. As another example, theuser interface 112 can be a client side application of a client-server environment, wherein thesystem 100 for correction of geographic inconsistency in item properties is hosted by a server and interacted with by the desktop computer device or mobile device. In some distributed systems, various modules or components of thesystem 100 can be separately located on server systems 501 a-d and can be in communication with one another across thenetwork 505. - In describing exemplary embodiments, specific terminology is used for the sake of clarity. For purposes of description, each specific term is intended to at least include all technical and functional equivalents that operate in a similar manner to accomplish a similar purpose. Additionally, in some instances where a particular exemplary embodiment includes a plurality of system elements, device components or method steps, those elements, components or steps may be replaced with a single element, component or step. Likewise, a single element, component or step may be replaced with a plurality of elements, components or steps that serve the same purpose. Moreover, while exemplary embodiments have been shown and described with references to particular embodiments thereof, those of ordinary skill in the art will understand that various substitutions and alterations in form and detail may be made therein without departing from the scope of the invention. Further still, other aspects, functions and advantages are also within the scope of the invention.
- Exemplary flowcharts are provided herein for illustrative purposes and are non-limiting examples of methods. One of ordinary skill in the art will recognize that exemplary methods may include more or fewer steps than those illustrated in the exemplary flowcharts, and that the steps in the exemplary flowcharts may be performed in a different order than the order shown in the illustrative flowcharts.
Claims (20)
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US10433100B2 (en) * | 2015-11-04 | 2019-10-01 | Walmart Apollo, Llc | Systems and methods for correction of geographic inconsistency in item properties |
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