US20190278957A1 - Electronically readable dietary tag and reader - Google Patents
Electronically readable dietary tag and reader Download PDFInfo
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- US20190278957A1 US20190278957A1 US16/424,947 US201916424947A US2019278957A1 US 20190278957 A1 US20190278957 A1 US 20190278957A1 US 201916424947 A US201916424947 A US 201916424947A US 2019278957 A1 US2019278957 A1 US 2019278957A1
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
- G16H20/60—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to nutrition control, e.g. diets
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K7/00—Methods or arrangements for sensing record carriers, e.g. for reading patterns
- G06K7/10—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
- G06K7/10009—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves
- G06K7/10366—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves the interrogation device being adapted for miscellaneous applications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/242—Query formulation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K19/00—Record carriers for use with machines and with at least a part designed to carry digital markings
- G06K19/06—Record carriers for use with machines and with at least a part designed to carry digital markings characterised by the kind of the digital marking, e.g. shape, nature, code
- G06K19/06009—Record carriers for use with machines and with at least a part designed to carry digital markings characterised by the kind of the digital marking, e.g. shape, nature, code with optically detectable marking
- G06K19/06037—Record carriers for use with machines and with at least a part designed to carry digital markings characterised by the kind of the digital marking, e.g. shape, nature, code with optically detectable marking multi-dimensional coding
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
Definitions
- This disclosure relates to food product labels, and computer readable labels.
- some embodiments of the present invention address the need to track dietary consumption or other ingestible substances by taking advantage of the wide use of such PDAs.
- some embodiments of the present invention use a nutritional tag that is coded in accordance with a predetermined scheme.
- the nutritional tag comprises a plurality of rows. Each row corresponds to a nutritional or dietary characteristic commonly found on a nutrition label. Such nutritional characteristics include but are not limited to calories, carbohydrates, fat, vitamins and minerals.
- the rows are populated with cells that when marked or unmarked are indicative of the value for the nutritional characteristic associated with the row.
- the nutritional tag is printed on a receipt associated with the purchase of food or beverages, printed on a menu alongside each menu item, printed on labels affixed to products, displayed electronically on electronic menus or in e-receipts, or otherwise made available in a way that the nutritional tag can be read or identified and decoded using one's PDA (e.g., wired or wireless transmission of the tag information).
- PDA e.g., wired or wireless transmission of the tag information
- An embodiment of the present invention also comprises a tag reader that is capable of reading the nutritional tag in printed form or electronic form, or in any form that it may be received by the tag reader, a decoder for decoding the values associated with each of the nutritional characteristics, a database for storing the values, and an application for tabulating the amount of each nutritional characteristic the individual has consumed based on the values stored in the database.
- the application will generate an alarm if the individual's intake exceeds predetermined thresholds set by the individual.
- the application can review food and beverage choices in advance and suggest other alternatives that may be available at, for example, the same store or restaurant that will not cause the thresholds to be exceeded.
- the present invention may also include an interface to analysis tools that may be utilized by the individual, his or healthcare provider, trainer, coach, or the like to set thresholds and generate preferences that can be used by the application to seek appropriate food and beverage selections for the individual based on the availability of such products at a given venue.
- the tag may also be used to code other types of information associated with ingestible substances such as allergens or drug directive information.
- FIG. 1 shows a nutritional tag in accordance with one embodiment of the present invention.
- FIG. 2A shows an exemplary tag using BCD coding according to one possible predetermined profile.
- FIG. 2B shows an exemplary tag using BCD coding according to a second possible predetermined profile.
- FIG. 3A shows the exemplary tag in FIG. 2A with a header representative of the predetermined profile in the example shown.
- FIG. 3B shows the exemplary tag in FIG. 2B with a header representative of the predetermined profile in the example shown.
- FIG. 4A shows the exemplary tag in FIG. 2A with visual effects representative of the predetermined profile in the example shown.
- FIG. 4B shows the exemplary tag in FIG. 2B with visual effects representative of the predetermined profile in the example shown.
- FIG. 4C shows an exemplary tag having both a header and visual effects to identify a third predetermined profile.
- FIG. 5A shows an exemplary tag having an allergen profile.
- FIG. 5B shows an exemplary tag having a drug directive profile.
- FIG. 6 shows a tagging system in accordance with one embodiment of the present invention in connection with a customer purchase.
- FIGS. 7A and 7B show examples of a tag printed on a receipt and menu, respectively.
- FIG. 8 shows a process of producing a tag according to one embodiment of the present invention.
- FIG. 9 shows a system for reading a tag according to one embodiment of the present invention.
- FIG. 10 shows a process for reading a tag according to one embodiment of the present invention.
- a nutritional tag 100 is shown in FIG. 1 .
- a plurality of rows 101 and columns 102 form a number of cells 110 .
- the rows or columns form fields associated with a nutritional characteristic such as calories, fat, carbohydrates, vitamins or minerals. It should be understood that such fields may be representative of other ingestible substances such as allergens, drugs, chemicals and other ingredients that may be found in ingestible substances.
- the term nutritional characteristic as used herein is intended to include any such ingestible substances.
- the fields of tag 100 may be arranged by rows or columns, for purposes of simplified description, the fields may be described herein as arranged by rows only.
- a standard could be developed to specify multiple profiles.
- a first profile could specify the following:
- the tag 100 would comprise 11 rows 101 and each row would be coded in accordance with the value associated with a food, beverage or other ingestible substance.
- the coding is represented in Binary Coded Decimal.
- other coding schemes are also suitable, such as binary, or 2D matrix bar codes such as Aztec and the like.
- the profile would also have a predetermined serving size associated with the nutritional information.
- the serving size could be a specific measure or amount such as 1 tablespoon, 1 ⁇ 2 cup, or 6 ounces. Alternatively, the serving size could be equivalent to a single serving as sold for prepared, packaged, or ordered products.
- the serving size may also be encoded into the tag rather than associated in a predetermined manner with a particular profile.
- a serving of Ricotta cheese could be specified as 1 ⁇ 4 of a cup and have the following values associated with the profile specified in Table 1 above.
- the tag 100 for the above example of Ricotta cheese using BCD coding is shown in FIG. 2A .
- the first 4 columns 202 represent the 10s digit of the value
- the second 4 columns 204 represent the is digit of the value
- the third 4 columns 206 represent the first decimal of the value.
- the number of 4-column sections 202 , 204 and 206 should also be predetermined for each profile and may vary based on the values expected to be coded, i.e., whether or not decimal places are represented and/or whether a 100s or greater digits should be represented.
- the nutritional information may be extended as specified in Table 3 below.
- the tag 100 coded according to the extended profile for a serving of ricotta cheese is shown in FIG. 2B .
- Differentiation among profiles may be implemented in a variety of ways.
- One way would be to include a header in the same coding format that would specify the profile. For example, suppose the profile shown in Table 1 above is identified as Profile 1 and the profile shown in Table 3 above is identified as Profile 2.
- the servings of ricotta cheese with the values represented in Tables 2 and 4, respectively would be shown in corresponding FIGS. 3A and 3B .
- the first row 401 in FIG. 3A and 402 in FIG. 3B represents the header encoded with the applicable profile number.
- the profile identifier may be represented by visual or coded effects associated with the tag in a predetermined manner.
- FIGS. 4A and 4B show Profiles 1 and 2 corresponding to a serving of ricotta cheese, respectively as described above using an exemplary visual effect.
- the small triangles 501 interspersed equidistantly across the top of the tag 100 in FIG. 4A is a possible predetermined way to identify Profile 1
- the small diamonds 502 interspersed equidistantly across the top of tag 100 in FIG. 4B is a possible predetermined way to identify Profile 2. It should be understood that many other effects are possible including but not limited to different designs, shapes, coloring of the cells, border designs and the like.
- a standard for all nutritional information could be created where the nutritional information would be listed in a predetermined order corresponding to a row number in a given tag. In creating the tag, only those rows to be tracked are included in the tag.
- the header for such tag would include a list of the row numbers corresponding to the nutritional information included in the tag. For instance, if an individual was interested in tracking only his niacin, calcium and Vitamin D intake, and the rows corresponding to niacin, calcium and Vitamin D are 7, 12 and 16 out of a possible 56 total predetermined rows, then the header could be represented as 56 cells with the 7th, 12th and 16th cell marked.
- FIG. 4C shows an example of a tag 100 according to the foregoing description of a blended header and visual effect to identify the profile and information included in the tag where the header 403 specifies that niacin 410 , calcium 412 and Vitamin D 414 are included and visual effect 503 specifies the blended profile.
- profile variations are also contemplated by the present invention such as drug directives, allergens, artificial substances and the like.
- a profile could also be created that specifies allergens or other substances to be avoided that are present in a particular ingestible substance.
- Table 5 shows an exemplary predetermined scheme for allergens and other substances that may be found in ingestible products that individuals may choose to avoid.
- the predetermined scheme may include N substances although very few ingestible substances would likely contain more than a fraction of such substances. Therefore, the tag associated with such a profile might include only the row numbers for those allergens or other substances that are present in a particular food.
- FIG. 5A shows a possible tag coded in BCD format for such a profile using the predetermined scheme in Table 5 for this serving of cake where the rows 510 , 520 , 530 and 540 represent the applicable row numbers in Table 5.
- Those skilled in the art will appreciate other methods of encoding such information are possible including the profiling and headers described above.
- a profile could be created for each drug with the relevant directives such as avoiding dairy or alcohol.
- Table 6 is an exemplary profile associated with drug directives.
- FIG. 5B shows an exemplary tag according to the profile shown in Table 6 for a hypothetical drug which should be taken with plenty of water and where the patient should avoid excessive sunlight.
- Table 6 shows the profile shown in Table 6 for a hypothetical drug which should be taken with plenty of water and where the patient should avoid excessive sunlight.
- FIG. 5B shows an exemplary tag for this drug directive profile for the same hypothetical drug.
- Row 550 represents the directive associated with avoiding excessive sunlight and row 560 represents the directive associated with taking the drug with plenty of water.
- FIG. 6 shows a tagging system in accordance with an embodiment of the present invention in connection with a customer purchase.
- a computer 610 queries a database 620 for the nutritional information needed to create a particular tag 100 .
- the database 620 stores the names of the ingestible substance and any corresponding nutritional information, allergens or other characteristics relevant to the ingestible substance that might be included in a tag. For example, suppose a coffee shop with numerous shop locations chooses to produce tags for its customers.
- the corresponding database 620 would have a list of all of the different coffee drinks, baked goods, fruit, nutrition bars and anything else that the coffee shop sells.
- a customer 680 in this example would order a 16 oz.
- the POS terminal 670 may include the computer 610 or it may be interfaced to a computer 610 as would be understood by those skilled in the art.
- the computer 610 receives the order 616 from the POS terminal 670 and forms a query 612 requesting information about a 16 oz. hazelnut latte and a blueberry muffin in accordance with one or more pre-programmed profiles, e.g., Profile 1 described above.
- the database 620 would retrieve the relevant information 614 and transmit such information 614 back to the computer 610 and the computer 610 would then proceed to assemble the information received to form a tag 100 in accordance with the relevant profile including the creation of any requisite header or visual effects.
- the POS terminal 680 would print the tag 100 for each item purchased on a printed receipt 630 or on an electronic receipt 660 .
- the customer may also select which profile or profiles he or she is interested in so that the tag 100 is assembled in a customized manner for each customer.
- the query 612 would be tailored for the profile or profiles the customer requests.
- the tag 100 may be printed alongside the relevant menu item on a printed menu 640 or be made available in connection with a menu item on an electronic menu 650 which may be accessed by the customer at the point of sale, e.g., the coffee shop, or remotely at another time from any internet-enable device.
- a customer may be provided with an interface to the computer 610 as described below whereby the customer is prompted to enter a particular profile of interest.
- the tags generated for the electronic menu will be representative of the profile selected by the customer.
- FIGS. 7A and 7B show examples of a tag 100 printed on a receipt and menu, respectively.
- FIG. 8 shows a process of producing a tag according to an embodiment of the present invention.
- the process may be initiated by a customer at a POS terminal as described above, or by a retailer that wants to label the ingestible substances it sells, a producer of ingestible products, a person or entity that distributes recipes, or anyone else interested in generating a tag.
- the process is initiated at 801 as an input identifying a specific food, beverage or other ingestible substance.
- profile information may be requested at 802 .
- profile information may be supplied, such information is requested at 806 or if it is not solicited, or may not be solicited, a default profile or profiles provided at 804 are used to form a query at 808 requesting the information for the specific, food, beverage or ingestible substance.
- the query is used to retrieve the relevant information based on the specific profile and food, beverage or other ingestible substance at 810 . For example, if Profile 1 was specified for a serving of ricotta cheese, the information shown in Table 2 would be retrieved.
- the retrieved information is then encoded into a tag using a predetermined coding scheme as described above and the appropriate header and/or visual effects are generated according to a predetermined scheme as also discussed above and combined with the encoded information to form the tag at 812 .
- the tag 100 is then output and can be printed or posted as described in connection with FIG. 6 . It should be understood that the tag may also be communicated directly to an individual's tracking device, via wireless or wired connections, printed on a recipe, adhesively attached to an item such as produce or prepared sandwiches, and other means of associating the tag with a specific food, beverage or ingestible substance.
- FIG. 9 shows a system for reading a tag according to one embodiment of the invention.
- a tag capture device 902 may comprise an application that is programmed to read a tag 100 .
- the application could run on a PDA and scan a printed tag 100 in the manner a bar code or QR code reader running on a PDA is used to scan those types of codes to capture the code image.
- the tag 100 could be captured by selecting the tag from a website or an e-receipt displayed on a PDA or other computing device.
- the present invention can provide means to transmit a tag from a POS terminal or other device to the tag capture device 902 such as a PDA, for example, using a Bluetooth or Wi-Fi connection.
- a decoder 904 is used to first decode the header and/or visual effects to identify the profile associated with the scanned tag.
- the predetermined profiles are stored in a profile database 906 that can be accessed by the decoder 904 .
- the profile database 906 may be located on a remote server, on the consumer's local device, or anywhere that the consumer's local device, e.g., the PDA, may connect and access the database.
- the profile database 906 preferably includes all of the predetermined profiles (e.g., Tables 1, 3, and 5 above) and the header and/or visual effects associated with each.
- the decoder 904 matches the header and/or visual effects associated with the scanned tag to a profile in the profile database 906 .
- the decoder 904 then reads the predetermined fields of the relevant profile from the profile database 906 .
- the fields of the scanned tag are then decoded by decoder 906 according to a pre-programmed coding scheme, e.g., BCD, which corresponds to the predetermined coding scheme used to code the tags as described above.
- the values for each field decoded in the scanned tag are associated with the corresponding field description based on the profile information contained in the profile database 906 .
- the values for each scanned tag are summed in a tracking log 908 .
- the tracking log 908 would store each value in a log along with the cumulative value, in this example 700 calories as follows.
- the food, beverage or ingestible substance along with the serving size or portion is also logged with its corresponding entry as shown in Table 7 in the tracking log 908 .
- Table 7 the entry of a food, beverage or other ingestible substance, as well as the serving size or portion, and associate the same with the decoded and logged values such as, without limitation, entry by a consumer, a communication from the POS, selection from an electronic menu, encoding included with the tag, separate bar code identifiers, and the like.
- a user 910 such as a consumer, health professional, or trainer may select which information to track and any notifications or thresholds he or she may want to set.
- the user 910 communicates through a user interface (UI) 912 with the tracking log 908 .
- UI user interface
- the UI 912 may be provided by an application running on a device such as a PDA or another internet-enabled or wireless computing device and may accordingly be located locally with the tracking log 908 or could be located remote from the tracking log 908 .
- the user 910 may be provided with an input menu of nutritional characteristics he or she wants to track and the value limits not to be exceeded.
- the tracking log 908 uses such value limits to compare the cumulative values for the respective selected nutritional characteristics, and if a value limit is exceeded, the tracking log 908 will trigger the notification 914 to notify the user 910 through the UI 912 that the value limit has been exceeded.
- the information logged such as the information listed in Table 7 is accessible to the user 910 on a local and/or remote computing device.
- the user 910 may specify or the tracking log 908 may be pre-programmed to initiate a search for alternatives foods or beverages available at the current venue that will not cause the value limits to be exceeded.
- the tracking log 908 initiates a request communicated to the alternate generator 916 to search for a more suitable alternative food or beverage that does not exceed the relevant value limit.
- the alternate generator 916 queries the database 620 that was described in detail in connection with FIG. 6 to identify alternative choices that will not cause the value limit to be exceeded. Alternatives are then communicated to the user 910 through the UI 912 . If no alternatives are identified then the alternate generator 916 communicates the same to the user 910 .
- the user 910 may direct the tracking log 908 to replace the last entry logged that exceeded one or more value limits with an alternative selected by the user through the UI 912 . It should be understood, that if other profiles related to, for example, allergens or drug directives, are selected by the user 910 , then the value limits and notifications could be based on the presence of certain allergens in the case of an allergen-related profile or time-appropriate instructions in the case of a drug directive-related profile.
- FIG. 10 shows a process for reading a tag according to one embodiment of the present invention.
- a customer or user captures the tag at 952 in a manner described in detail above.
- the image of the tag is next analyzed at 954 to determine whether it contains any of the visual effects that are indicative of a particular predetermined profile. If such visual effects are detected, the corresponding profile is identified and used to decode the tag header at 958 . As discussed above, some profiles may not rely on any visual effects and in such instances the header will be decoded at 958 in a manner corresponding to the predetermined header definition.
- the coded information contained in the tag is decoded at 960 to extract the relevant information such as the nutritional values, allergens, drug directives, and the like.
- the present process is described in connection with a tag containing nutritional information.
- the nutritional information decoded and extracted from the tag is logged at 964 .
- a total amount representative of the cumulative values for each nutritional characteristic to be tracked is also preferably logged at 964 .
- the user also selects the nutritional information and the value limits for such nutritional characteristics at 962 .
- the selected nutritional characteristics are logged and accumulated at 964 .
- the accumulated values are compared at 966 to any value limits supplied by the user to determine if such value limits have been exceeded by the cumulative value following the last logged entry. If a value limit is exceeded at 966 , the user is notified at 968 . If the value limit is not exceeded, the process ends and restarts upon the next tag capture at 952 .
- a search is made at 970 for alternatives available at the current venue that do not result in a value limit being exceeded.
- the process according to this embodiment of the invention prompts the user as to whether or not to perform the search for alternatives. If the user chooses to search for alternatives, such alternatives are identified at 970 and presented to the user.
- the tag reader is pre-programmed to automatically search for alternatives at 972 and 970 . If an alternative is selected at 974 by the user, then the values for the last entry in the tracking log is replaced at 976 with the values associated with the selected alternative and a new cumulative set of values are logged at 964 . If no alternative is selected at 974 , the process ends and restarts upon the next tag capture at 952 .
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Abstract
The present invention relates to a programmable tag that is encoded with information associated with ingestible substances, a system for producing such a tag, and a reader for capturing and decoding the tag. Predetermined profiles and predetermined coding schemes are used to encode such information to form the tag and to decode and extract such information in accordance with the present invention.
Description
- The International application claims the benefit of U.S. Provisional Application Ser. No. 61/764,172, filed Feb. 13, 2013, entitled “ELECTRONICALLY READABLE DIETARY TAG AND READER,” which is hereby incorporated by reference in its entirety.
- This disclosure relates to food product labels, and computer readable labels.
- Increasingly populations in the developed world, particularly the U.S., are battling obesity. In addition, many diseases, illnesses and the like are increasingly being linked to nutritional deficiencies. As a result, there is a need to track dietary consumption and adjust and maintain diets according to an individual's health needs. The challenge, however, is that it is very difficult for busy individuals, who do not have time to record everything they eat or drink, or that purchase made-to-order foods at a variety of venues (e.g., restaurants, booths at stadiums, street carts, kiosks, etc.), to track their diets and make appropriate choices and adjustments to their consumption.
- There is similarly a need to easily identify allergens and other substances in consumable products to avoid harmful reactions that could be avoided.
- In recent years there has been a proliferation of mobile computers such as personal digital assistants (PDAs) and web-enabled cell phones. Some embodiments of the present invention address the need to track dietary consumption or other ingestible substances by taking advantage of the wide use of such PDAs. In sum, some embodiments of the present invention use a nutritional tag that is coded in accordance with a predetermined scheme. In a preferred embodiment the nutritional tag comprises a plurality of rows. Each row corresponds to a nutritional or dietary characteristic commonly found on a nutrition label. Such nutritional characteristics include but are not limited to calories, carbohydrates, fat, vitamins and minerals. In a preferred embodiment, the rows are populated with cells that when marked or unmarked are indicative of the value for the nutritional characteristic associated with the row. Those skilled in the art will recognize that other methods of coding the nutritional tag are feasible. According to an embodiment of the present invention the nutritional tag is printed on a receipt associated with the purchase of food or beverages, printed on a menu alongside each menu item, printed on labels affixed to products, displayed electronically on electronic menus or in e-receipts, or otherwise made available in a way that the nutritional tag can be read or identified and decoded using one's PDA (e.g., wired or wireless transmission of the tag information).
- An embodiment of the present invention also comprises a tag reader that is capable of reading the nutritional tag in printed form or electronic form, or in any form that it may be received by the tag reader, a decoder for decoding the values associated with each of the nutritional characteristics, a database for storing the values, and an application for tabulating the amount of each nutritional characteristic the individual has consumed based on the values stored in the database. The application, according to a preferred embodiment of the invention, will generate an alarm if the individual's intake exceeds predetermined thresholds set by the individual. In another embodiment, the application can review food and beverage choices in advance and suggest other alternatives that may be available at, for example, the same store or restaurant that will not cause the thresholds to be exceeded.
- The present invention may also include an interface to analysis tools that may be utilized by the individual, his or healthcare provider, trainer, coach, or the like to set thresholds and generate preferences that can be used by the application to seek appropriate food and beverage selections for the individual based on the availability of such products at a given venue.
- The tag may also be used to code other types of information associated with ingestible substances such as allergens or drug directive information.
- The foregoing summary as well as the following detailed description are better understood when read in conjunction with the appended drawings. For the purpose of illustrating the invention, there is shown in the drawings exemplary constructions of the invention; however, the invention is not limited to the specific methods and instrumentalities disclosed.
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FIG. 1 shows a nutritional tag in accordance with one embodiment of the present invention. -
FIG. 2A shows an exemplary tag using BCD coding according to one possible predetermined profile. -
FIG. 2B shows an exemplary tag using BCD coding according to a second possible predetermined profile. -
FIG. 3A shows the exemplary tag inFIG. 2A with a header representative of the predetermined profile in the example shown. -
FIG. 3B shows the exemplary tag inFIG. 2B with a header representative of the predetermined profile in the example shown. -
FIG. 4A shows the exemplary tag inFIG. 2A with visual effects representative of the predetermined profile in the example shown. -
FIG. 4B shows the exemplary tag inFIG. 2B with visual effects representative of the predetermined profile in the example shown. -
FIG. 4C shows an exemplary tag having both a header and visual effects to identify a third predetermined profile. -
FIG. 5A shows an exemplary tag having an allergen profile. -
FIG. 5B shows an exemplary tag having a drug directive profile. -
FIG. 6 shows a tagging system in accordance with one embodiment of the present invention in connection with a customer purchase. -
FIGS. 7A and 7B show examples of a tag printed on a receipt and menu, respectively. -
FIG. 8 shows a process of producing a tag according to one embodiment of the present invention. -
FIG. 9 shows a system for reading a tag according to one embodiment of the present invention. -
FIG. 10 shows a process for reading a tag according to one embodiment of the present invention. - A
nutritional tag 100 is shown inFIG. 1 . A plurality ofrows 101 andcolumns 102 form a number ofcells 110. The rows or columns form fields associated with a nutritional characteristic such as calories, fat, carbohydrates, vitamins or minerals. It should be understood that such fields may be representative of other ingestible substances such as allergens, drugs, chemicals and other ingredients that may be found in ingestible substances. The term nutritional characteristic as used herein is intended to include any such ingestible substances. Although the fields oftag 100 may be arranged by rows or columns, for purposes of simplified description, the fields may be described herein as arranged by rows only. - The nutritional characteristics associated with each field will be ordered in accordance with a predetermined scheme. For illustrative purposes only, a standard could be developed to specify multiple profiles. In accordance with this example only, a first profile could specify the following:
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TABLE 1 Row 101Number Nutritional Field Unit of Measurement 1 Calories Calories 2 Calories From Fat Calories 3 Total Fat Grams 4 Saturated Fat Grams 5 Trans Fat Grams 6 Cholesterol Milligrams 7 Sodium Milligrams 8 Total Carbohydrates Grams 9 Dietary Fiber Grams 10 Sugars Grams 11 Protein Grams - In this example, the
tag 100 would comprise 11rows 101 and each row would be coded in accordance with the value associated with a food, beverage or other ingestible substance. In a preferred embodiment the coding is represented in Binary Coded Decimal. However, those skilled in the art will recognize that other coding schemes are also suitable, such as binary, or 2D matrix bar codes such as Aztec and the like. The profile would also have a predetermined serving size associated with the nutritional information. The serving size could be a specific measure or amount such as 1 tablespoon, ½ cup, or 6 ounces. Alternatively, the serving size could be equivalent to a single serving as sold for prepared, packaged, or ordered products. It should be understood that that the serving size may also be encoded into the tag rather than associated in a predetermined manner with a particular profile. For illustrative purposes only, a serving of Ricotta cheese could be specified as ¼ of a cup and have the following values associated with the profile specified in Table 1 above. -
TABLE 2 Row 101Number Nutritional Field Unit of Measurement Value 1 Calories Calories 90 2 Calories From Fat Calories 50 3 Total Fat Grams 6 4 Saturated Fat Grams 3.5 5 Trans Fat Grams 0 6 Cholesterol Milligrams 30 7 Sodium Milligrams 85 8 Total Carbohydrates Grams 4 9 Dietary Fiber Grams 0 10 Sugars Grams 3 11 Protein Grams 6 - The
tag 100 for the above example of Ricotta cheese using BCD coding is shown inFIG. 2A . In the same example, the first 4columns 202 represent the 10s digit of the value, the second 4columns 204 represent the is digit of the value and the third 4columns 206 represent the first decimal of the value. The number of 4-column sections - In a second profile according to the present example, the nutritional information may be extended as specified in Table 3 below.
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TABLE 3 Row 101Number Nutritional Field Unit of Measurement 1 Calories Calories 2 Calories From Fat Calories 3 Total Fat Grams 4 Saturated Fat Grams 5 Trans Fat Grams 6 Cholesterol Milligrams 7 Sodium Milligrams 8 Total Carbohydrates Grams 9 Dietary Fiber Grams 10 Sugars Grams 11 Protein Grams 12 Vitamin A Percent of a 2,000 calorie diet 13 Calcium Percent of a 2,000 calorie diet 14 Vitamin C Percent of a 2,000 calorie diet 15 Iron Percent of a 2,000 calorie diet - For a serving of ricotta cheese, the values associated with the extended profile are listed in Table 4.
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TABLE 4 Row 101Number Nutritional Field Unit of Measurement Value 1 Calories Calories 90 2 Calories From Fat Calories 50 3 Total Fat Grams 6 4 Saturated Fat Grams 3.5 5 Trans Fat Grams 0 6 Cholesterol Milligrams 30 7 Sodium Milligrams 85 8 Total Carbohydrates Grams 4 9 Dietary Fiber Grams 0 10 Sugars Grams 3 11 Protein Grams 6 12 Vitamin A Percent of a 2,000 4 calorie diet 13 Calcium Percent of a 2,000 10 calorie diet 14 Vitamin C Percent of a 2,000 0 calorie diet 15 Iron Percent of a 2,000 0 calorie diet - The
tag 100 coded according to the extended profile for a serving of ricotta cheese is shown inFIG. 2B . - Differentiation among profiles may be implemented in a variety of ways. One way would be to include a header in the same coding format that would specify the profile. For example, suppose the profile shown in Table 1 above is identified as Profile 1 and the profile shown in Table 3 above is identified as Profile 2. In the example where BCD coding is used, the servings of ricotta cheese with the values represented in Tables 2 and 4, respectively would be shown in corresponding
FIGS. 3A and 3B . Note that thefirst row 401 inFIG. 3A and 402 inFIG. 3B represents the header encoded with the applicable profile number. - In an alternative embodiment, the profile identifier may be represented by visual or coded effects associated with the tag in a predetermined manner. For example,
FIGS. 4A and 4B show Profiles 1 and 2 corresponding to a serving of ricotta cheese, respectively as described above using an exemplary visual effect. Thesmall triangles 501 interspersed equidistantly across the top of thetag 100 inFIG. 4A is a possible predetermined way to identify Profile 1 and thesmall diamonds 502 interspersed equidistantly across the top oftag 100 inFIG. 4B is a possible predetermined way to identify Profile 2. It should be understood that many other effects are possible including but not limited to different designs, shapes, coloring of the cells, border designs and the like. - It should also be understood that some profiles may take advantage of both a header and a visual or coded effect to identify the profile represented. For example, a standard for all nutritional information could be created where the nutritional information would be listed in a predetermined order corresponding to a row number in a given tag. In creating the tag, only those rows to be tracked are included in the tag. The header for such tag would include a list of the row numbers corresponding to the nutritional information included in the tag. For instance, if an individual was interested in tracking only his niacin, calcium and Vitamin D intake, and the rows corresponding to niacin, calcium and Vitamin D are 7, 12 and 16 out of a possible 56 total predetermined rows, then the header could be represented as 56 cells with the 7th, 12th and 16th cell marked. A profile could be defined for this type of tagging, i.e., a subset of the universal list and identified by a visual effect.
FIG. 4C shows an example of atag 100 according to the foregoing description of a blended header and visual effect to identify the profile and information included in the tag where theheader 403 specifies thatniacin 410,calcium 412 andVitamin D 414 are included andvisual effect 503 specifies the blended profile. - Many profile variations are also contemplated by the present invention such as drug directives, allergens, artificial substances and the like. For example, a profile could also be created that specifies allergens or other substances to be avoided that are present in a particular ingestible substance. Table 5 shows an exemplary predetermined scheme for allergens and other substances that may be found in ingestible products that individuals may choose to avoid.
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TABLE 5 Row 101number Allergen 1 Gluten 2 Nuts 3 Dairy 4 Eggs 5 Aspartame . . . . . . N Caffeine - The predetermined scheme may include N substances although very few ingestible substances would likely contain more than a fraction of such substances. Therefore, the tag associated with such a profile might include only the row numbers for those allergens or other substances that are present in a particular food. For example, a serving of chocolate cake may include gluten, dairy, eggs and caffeine. Assume for the purposes of this example that N=25.
FIG. 5A shows a possible tag coded in BCD format for such a profile using the predetermined scheme in Table 5 for this serving of cake where therows - In the case of drug directives, a profile could be created for each drug with the relevant directives such as avoiding dairy or alcohol. Table 6 is an exemplary profile associated with drug directives.
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TABLE 6 Row 101number Drug Directives 1 Avoid dairy 2 Avoid excessive sunlight 3 Avoid operating heavy machinery such as driving a vehicle 4 Take with plenty of water 5 Take with food . . . . . . N Avoid alcohol -
FIG. 5B shows an exemplary tag according to the profile shown in Table 6 for a hypothetical drug which should be taken with plenty of water and where the patient should avoid excessive sunlight. Using the same coding scheme as described above for the allergen profile, only the row numbers 2 and 4 would need to be represented in connection with this hypothetical drug. Assuming for this example that N=18 and BCD coding is used,FIG. 5B shows an exemplary tag for this drug directive profile for the same hypothetical drug. Row 550 represents the directive associated with avoiding excessive sunlight and row 560 represents the directive associated with taking the drug with plenty of water. -
FIG. 6 shows a tagging system in accordance with an embodiment of the present invention in connection with a customer purchase. As shown, acomputer 610 queries adatabase 620 for the nutritional information needed to create aparticular tag 100. Thedatabase 620 stores the names of the ingestible substance and any corresponding nutritional information, allergens or other characteristics relevant to the ingestible substance that might be included in a tag. For example, suppose a coffee shop with numerous shop locations chooses to produce tags for its customers. Thecorresponding database 620 would have a list of all of the different coffee drinks, baked goods, fruit, nutrition bars and anything else that the coffee shop sells. In one embodiment of the invention, acustomer 680 in this example would order a 16 oz. hazelnut latte and a blueberry muffin from a point of sale (POS)terminal 670. ThePOS terminal 670 may include thecomputer 610 or it may be interfaced to acomputer 610 as would be understood by those skilled in the art. Thecomputer 610 receives theorder 616 from thePOS terminal 670 and forms aquery 612 requesting information about a 16 oz. hazelnut latte and a blueberry muffin in accordance with one or more pre-programmed profiles, e.g., Profile 1 described above. Thedatabase 620 would retrieve therelevant information 614 and transmitsuch information 614 back to thecomputer 610 and thecomputer 610 would then proceed to assemble the information received to form atag 100 in accordance with the relevant profile including the creation of any requisite header or visual effects. In one embodiment of the invention, thePOS terminal 680 would print thetag 100 for each item purchased on a printedreceipt 630 or on anelectronic receipt 660. In a more preferred embodiment of the invention, the customer may also select which profile or profiles he or she is interested in so that thetag 100 is assembled in a customized manner for each customer. Thequery 612 would be tailored for the profile or profiles the customer requests. - In accordance with another aspect of the present invention, the
tag 100 may be printed alongside the relevant menu item on a printedmenu 640 or be made available in connection with a menu item on anelectronic menu 650 which may be accessed by the customer at the point of sale, e.g., the coffee shop, or remotely at another time from any internet-enable device. In the case of an electronic menu, a customer may be provided with an interface to thecomputer 610 as described below whereby the customer is prompted to enter a particular profile of interest. The tags generated for the electronic menu will be representative of the profile selected by the customer. -
FIGS. 7A and 7B show examples of atag 100 printed on a receipt and menu, respectively. -
FIG. 8 shows a process of producing a tag according to an embodiment of the present invention. The process may be initiated by a customer at a POS terminal as described above, or by a retailer that wants to label the ingestible substances it sells, a producer of ingestible products, a person or entity that distributes recipes, or anyone else interested in generating a tag. The process is initiated at 801 as an input identifying a specific food, beverage or other ingestible substance. In a preferred embodiment, profile information may be requested at 802. If profile information may be supplied, such information is requested at 806 or if it is not solicited, or may not be solicited, a default profile or profiles provided at 804 are used to form a query at 808 requesting the information for the specific, food, beverage or ingestible substance. The query is used to retrieve the relevant information based on the specific profile and food, beverage or other ingestible substance at 810. For example, if Profile 1 was specified for a serving of ricotta cheese, the information shown in Table 2 would be retrieved. The retrieved information is then encoded into a tag using a predetermined coding scheme as described above and the appropriate header and/or visual effects are generated according to a predetermined scheme as also discussed above and combined with the encoded information to form the tag at 812. Thetag 100 is then output and can be printed or posted as described in connection withFIG. 6 . It should be understood that the tag may also be communicated directly to an individual's tracking device, via wireless or wired connections, printed on a recipe, adhesively attached to an item such as produce or prepared sandwiches, and other means of associating the tag with a specific food, beverage or ingestible substance. -
FIG. 9 shows a system for reading a tag according to one embodiment of the invention. Atag capture device 902 may comprise an application that is programmed to read atag 100. For example, the application could run on a PDA and scan a printedtag 100 in the manner a bar code or QR code reader running on a PDA is used to scan those types of codes to capture the code image. Alternatively, thetag 100 could be captured by selecting the tag from a website or an e-receipt displayed on a PDA or other computing device. It should also be understood that the present invention can provide means to transmit a tag from a POS terminal or other device to thetag capture device 902 such as a PDA, for example, using a Bluetooth or Wi-Fi connection. Once the tag is captured, adecoder 904 is used to first decode the header and/or visual effects to identify the profile associated with the scanned tag. According to one embodiment of the present invention, the predetermined profiles are stored in aprofile database 906 that can be accessed by thedecoder 904. Theprofile database 906 may be located on a remote server, on the consumer's local device, or anywhere that the consumer's local device, e.g., the PDA, may connect and access the database. Theprofile database 906 preferably includes all of the predetermined profiles (e.g., Tables 1, 3, and 5 above) and the header and/or visual effects associated with each. Thedecoder 904 matches the header and/or visual effects associated with the scanned tag to a profile in theprofile database 906. Thedecoder 904 then reads the predetermined fields of the relevant profile from theprofile database 906. The fields of the scanned tag are then decoded bydecoder 906 according to a pre-programmed coding scheme, e.g., BCD, which corresponds to the predetermined coding scheme used to code the tags as described above. The values for each field decoded in the scanned tag are associated with the corresponding field description based on the profile information contained in theprofile database 906. - In a preferred embodiment of the inventive nutritional tag, the values for each scanned tag are summed in a
tracking log 908. For example, if a consumer scans a tag for his breakfast sandwich and decodes the tag such that the calorie field in the decoded profile yields 450 calories and then the consumer scans and decodes the tag for his orange juice such that the calorie field for the decoded profile yields 250 calories, thetracking log 908 would store each value in a log along with the cumulative value, in this example 700 calories as follows. -
TABLE 7 Substance Serving Size or portion Calories Breakfast Sandwich 1 450 Orange Juice 1 250 Total 700 - Preferably the food, beverage or ingestible substance along with the serving size or portion is also logged with its corresponding entry as shown in Table 7 in the
tracking log 908. Those skilled in the art will understand that there are numerous ways to supply the name or designation of a food, beverage or other ingestible substance, as well as the serving size or portion, and associate the same with the decoded and logged values such as, without limitation, entry by a consumer, a communication from the POS, selection from an electronic menu, encoding included with the tag, separate bar code identifiers, and the like. - In a more preferred embodiment, a
user 910 such as a consumer, health professional, or trainer may select which information to track and any notifications or thresholds he or she may want to set. Theuser 910 communicates through a user interface (UI) 912 with thetracking log 908. It should be understand that theUI 912 may be provided by an application running on a device such as a PDA or another internet-enabled or wireless computing device and may accordingly be located locally with thetracking log 908 or could be located remote from thetracking log 908. To illustrate one scenario according to the invention, theuser 910 may be provided with an input menu of nutritional characteristics he or she wants to track and the value limits not to be exceeded. Thetracking log 908 uses such value limits to compare the cumulative values for the respective selected nutritional characteristics, and if a value limit is exceeded, thetracking log 908 will trigger thenotification 914 to notify theuser 910 through theUI 912 that the value limit has been exceeded. In a preferred embodiment of the invention the information logged such as the information listed in Table 7 is accessible to theuser 910 on a local and/or remote computing device. - In another embodiment, the
user 910 may specify or thetracking log 908 may be pre-programmed to initiate a search for alternatives foods or beverages available at the current venue that will not cause the value limits to be exceeded. In this embodiment of the invention, once the tracking log determines that a value has been exceeded, thetracking log 908 initiates a request communicated to thealternate generator 916 to search for a more suitable alternative food or beverage that does not exceed the relevant value limit. Thealternate generator 916 queries thedatabase 620 that was described in detail in connection withFIG. 6 to identify alternative choices that will not cause the value limit to be exceeded. Alternatives are then communicated to theuser 910 through theUI 912. If no alternatives are identified then thealternate generator 916 communicates the same to theuser 910. Theuser 910 may direct thetracking log 908 to replace the last entry logged that exceeded one or more value limits with an alternative selected by the user through theUI 912. It should be understood, that if other profiles related to, for example, allergens or drug directives, are selected by theuser 910, then the value limits and notifications could be based on the presence of certain allergens in the case of an allergen-related profile or time-appropriate instructions in the case of a drug directive-related profile. -
FIG. 10 shows a process for reading a tag according to one embodiment of the present invention. A customer or user captures the tag at 952 in a manner described in detail above. The image of the tag is next analyzed at 954 to determine whether it contains any of the visual effects that are indicative of a particular predetermined profile. If such visual effects are detected, the corresponding profile is identified and used to decode the tag header at 958. As discussed above, some profiles may not rely on any visual effects and in such instances the header will be decoded at 958 in a manner corresponding to the predetermined header definition. Once the header and profile are known, the coded information contained in the tag is decoded at 960 to extract the relevant information such as the nutritional values, allergens, drug directives, and the like. For illustrative purposes only, the present process is described in connection with a tag containing nutritional information. The nutritional information decoded and extracted from the tag is logged at 964. Preferably each ingestible item that is logged individually along with the nutritional values associated with such ingestible item as discussed above. A total amount representative of the cumulative values for each nutritional characteristic to be tracked is also preferably logged at 964. - In a more preferred embodiment, the user also selects the nutritional information and the value limits for such nutritional characteristics at 962. In this preferred embodiment of the invention, only those nutritional values associated with the selected nutritional characteristics are logged and accumulated at 964. Further, the accumulated values are compared at 966 to any value limits supplied by the user to determine if such value limits have been exceeded by the cumulative value following the last logged entry. If a value limit is exceeded at 966, the user is notified at 968. If the value limit is not exceeded, the process ends and restarts upon the next tag capture at 952. In a further preferred embodiment, a search is made at 970 for alternatives available at the current venue that do not result in a value limit being exceeded. The process according to this embodiment of the invention prompts the user as to whether or not to perform the search for alternatives. If the user chooses to search for alternatives, such alternatives are identified at 970 and presented to the user. In an alternative embodiment, the tag reader is pre-programmed to automatically search for alternatives at 972 and 970. If an alternative is selected at 974 by the user, then the values for the last entry in the tracking log is replaced at 976 with the values associated with the selected alternative and a new cumulative set of values are logged at 964. If no alternative is selected at 974, the process ends and restarts upon the next tag capture at 952.
Claims (20)
1. A system for coding nutritional information associated with ingestible substances, comprising:
a first database storing dietary products along with nutritional fields and values for each nutritional field in association with each dietary product;
a second database storing more than one predetermined profile, each predetermined profile indicating a different subset of the nutritional fields and an order for the subset of nutritional fields; and
a computer coupled to the first database and the second database and configured to generate a nutritional tag comprising coded information representing a subset of the values for each dietary product based upon one of the predetermined profiles.
2. The system of claim 1 , further comprising:
a mobile tag reading system, comprising:
a tag capture device for receiving the coded information;
a decoder for identifying the predetermined profile used to encode the coded information and for decoding the coded information based on the predetermined profile to generate the subset of values for the dietary product for each of nutritional field associated with the value decoded.
3. The system of claim 1 , wherein the predetermined profiles include the units of measurement associated with the nutritional fields.
4. The system of claim 3 , wherein the coded information does not include a designation for the nutritional field or for the unit of measurement associated with the nutritional field.
5. The system of claim 1 , wherein the dietary products include known ingredients and the predetermined profiles comprise an order of the ingredients, and wherein the nutritional tag includes coded information representing the existence of one or more ingredients based on the predetermined profile used to encode the coded information.
6. The system of claim 1 , wherein the dietary products include known ingredients and the predetermined profiles comprise an order of the ingredients, and wherein the nutritional tag includes coded information representing the absence of one or more ingredients based on the predetermined profile used to encode the coded information.
7. The system of claim 2 , wherein the tag capture device scans the nutritional tag.
8. The system of claim 2 , wherein the computer is configured to transmit the coded information and the tag capture device is configured to acquire the coded information wirelessly from the computer.
9. The system of claim 1 , further comprising a tag capture device configured to select an electronically displayed nutritional tag and to decode the coded information encoded in the acquired nutritional tag based on the predetermined profile used to encode the coded information.
10. A method for coding nutritional information associated with ingestible substances, comprising the steps:
storing dietary products along with nutritional fields and values for each nutritional field in association with each dietary product in a first database;
storing more than one predetermined profile in a second database, each predetermined profile indicating a different subset of the nutritional fields and an order for the subset of nutritional fields; and
generating a nutritional tag comprising coded information representing a subset of the values for each dietary product based upon one of the predetermined profiles.
11. The method of claim 10 , wherein the predetermined profiles include the units of measurement associated with the nutritional fields.
12. The method of claim 11 , wherein the coded information does not include a designation for the nutritional field or for the unit of measurement associated with the nutritional field.
13. The method of claim 10 , wherein the dietary products include known ingredients and the predetermined profiles comprise an order of the ingredients, and wherein the nutritional tag includes coded information representing the existence of one or more ingredients based on the predetermined profile used to encode the coded information.
14. The method of claim 10 , wherein the dietary products include known ingredients and the predetermined profiles comprise an order of the ingredients, and wherein the nutritional tag includes coded information representing the absence of one or more ingredients based on the predetermined profile used to encode the coded information.
15. The method of claim 10 , further comprising the steps of:
displaying the nutritional tag;
scanning the displayed nutritional tag;
identifying the predetermined profile used to encode the coded information included in the scanned nutrition tag; and
decoding the coded information contained in the scanned nutritional tag based on the predetermined profile to generate the subset of values for the dietary product for each of nutritional field associated with the value decoded.
16. The method of claim 10 , further comprising the steps of:
displaying the nutritional tag in electronic form;
selecting the displayed nutritional tag;
identifying the predetermined profile used to encode the coded information included in the selected nutrition tag; and
decoding the coded information contained in the selected nutritional tag based on the predetermined profile to generate the subset of values for the dietary product for each of nutritional field associated with the value decoded.
17. The method of claim 10 , further comprising the steps of:
transmitting the coded information contained in the nutritional tag;
acquiring the transmitted coded information;
identifying the predetermined profile used to encode the acquired coded information; and
decoding the acquired coded information based on the predetermined profile to generate the subset of values for the dietary product for each of nutritional field associated with the value decoded.
18. A system for coding information associated with ingestible substances, comprising:
at least one predetermined profile wherein each predetermined profile includes a plurality of attributes related to ingestible substances and the order of the attributes; and
a substance database storing ingestible substance designations for each ingestible substance along with the attributes associated with the corresponding ingestible substance; and
a computer coupled the substance database and configured to generate an encoded tag comprising coded information related to the attributes associated with each ingestible substance.
19. The system of claim 18 , wherein the attributes are food allergens, ingredients, or drug directives.
20. The system of claim 18 , wherein the coded information represents at least one of the absence or presence of each attribute.
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US20150379318A1 (en) | 2015-12-31 |
WO2014127168A3 (en) | 2014-10-09 |
WO2014127168A2 (en) | 2014-08-21 |
US10354106B2 (en) | 2019-07-16 |
CA2901112C (en) | 2021-07-27 |
CA2901112A1 (en) | 2014-08-21 |
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