A kind of personalization menu generation method and device
Technical field
The present invention relates to intelligent kitchen field more particularly to a kind of personalized menu generation method and devices.
Background technique
With the progress of intellectual technology and automatic technology, the technology of kitchen automation equipment also attracts attention.However, mesh
Preceding most kitchen intelligent Plan is all concentrated on the Intelligent improvement to single link, and culinary art link is mainly concentrated on
Intelligence, such as automatic dish cooking machine, automatic cooking machine etc..These equipment undoubtedly improve the intelligence degree in kitchen, reduce
The labor intensity of cooker.But these cooking equipments are before culinary art or after culinary art, it is still desirable to stronger human intervention,
Such as need artificially to launch food materials before culinary art, after the completion of culinary art, need artificially to contain food materials, therefore in cooking process still
Artificial intervention is needed, can not accomplish really to automate.People are committed to the intelligentized automatic cooking of development height thus
Platform, the vegetable of the culinary art according to needed for user carry out automatic cooking using pre-stored menu, artificial to reduce
The automation and intelligence of vegetable culinary art are realized in intervention.
And for intelligentized cookware, the process of preparing food of these machines be all according to before preset program into
Row control, rather than user thinks how to boil with regard to how to boil.Since vegetable is to be controlled to cook according to the operational order of fixed routine
Machine production, then in vegetable cooking process, the duration and degree of heating, the addition of condiment, cooking time etc. be it is fixed, also just lead
After the completion of causing vegetable culinary art, mouthfeel, taste are stereotyped.For unused user, to vegetable mouthfeel, the demand of taste
It is different.If only controlling cookware culinary art vegetable according to fixed mode, the vegetable of completion is cooked hardly consistent with big
Most Man's Demands.Based on this, a kind of personalized menu generation method is provided, adjustment culinary art can be selected according to user individual
The operating process of machine, so that the vegetable that culinary art is completed meets users ' individualized requirement, it is that current automatic cooking field value must be visited
The technical issues of studying carefully.
Summary of the invention
For overcome the deficiencies in the prior art, one of the objects of the present invention is to provide a kind of personalized menu generation sides
Method can select the operating process of adjustment cookware according to users ' individualized requirement.
An object of the present invention adopts the following technical scheme that realization:
A kind of personalization menu generation method, comprising: personalized menu generation step, obtaining the personalized of corresponding vegetable needs
Information is sought, corresponding menu is adjusted according to individual demand information, generates personalized menu;Operational order generation step is extracted a
Each cookware operation information in property menu, cookware operation information includes operational motion, operating time and operation
Object forms the culinary art of corresponding personalized menu by each cookware operation information corresponding conversion at cookware operational order
Machine operational order collection.
Further, in the personalized menu generation step, individual demand information includes that user selects adjustment letter
One or more of breath, corresponding vegetable taste user's evaluation information, suggestion user's adjustment information.
Further, in the personalized menu generation step, adjustment information is selected according to user, adjusts corresponding menu
Condiment additive amount, the culinary art duration and degree of heating, cooking time and soup dosage in cooking step.
Further, it in the personalized menu generation step, according to the user's evaluation information of corresponding vegetable taste, adjusts
The additive amount of relative seasonings in whole corresponding menu.
Further, raw according to the affiliated region of user, dieting, health status in the personalized menu generation step
At suggestion user's adjustment information.
Further, in the personalized menu generation step, according to user's adjustment information is suggested, corresponding menu is adjusted
Middle correlation food materials, the use of condiment or additive amount.
Further, in the operational order generation step, each cookware operation information is compareed according to machine instruction
Table is converted to the operational order of cookware.
The second object of the present invention is to provide a kind of personalized menu and generates system, can be according to users ' individualized requirement
The operating process of selection adjustment cookware.
The second object of the present invention adopts the following technical scheme that realization:
A kind of personalization menu generation system, including personalized menu generation module and operational order generation module;It is described
Personalized menu generation module is used to obtain the individual demand information of corresponding vegetable, is adjusted and is corresponded to according to individual demand information
Menu generates personalized menu;The operational order generation module is used to extract each cookware behaviour in personalized menu
Make information, cookware operation information includes operational motion, operating time and operation object, by each cookware operation information pair
It should be converted into cookware operational order, form the cookware operational order collection of corresponding personalized menu.
The third object of the present invention is to provide a kind of electronic equipment, can select to adjust according to users ' individualized requirement and cook
It prepares food the operating process of machine.
The third object of the present invention adopts the following technical scheme that realization:
A kind of electronic equipment can be run on a memory and on a processor including memory, processor and storage
Computer program, the processor realize that a kind of personalized menu as described in one of the object of the invention is raw when executing described program
At method.
The fourth object of the present invention is to provide a kind of storage medium, can select to adjust according to users ' individualized requirement and cook
It prepares food the operating process of machine.
The fourth object of the present invention adopts the following technical scheme that realization:
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor
A kind of personalized menu generation method as described in one of the object of the invention is realized when row.
Compared with prior art, the beneficial effects of the present invention are:
A kind of personalized menu generation method of the invention and device, by user to the individual demand information pair of vegetable
Corresponding menu is adjusted, and forms the personalized menu for meeting user's taste, mouthfeel.It is again to cook by personalized menu corresponding conversion
It prepares food the operational order collection of machine, executes automatic cooking operation for controlling cookware, and then realize according to user individual need
The operating process of selection adjustment cookware is sought, when so that automation cooking platform cooking vegetable, user can be combined
Demand cooks the vegetable for meeting user's taste, mouthfeel, and then optimizes the dining experience of user.
Detailed description of the invention
Fig. 1 is to invent a kind of personalized menu generation method flow chart.
Specific embodiment
In the following, being described further in conjunction with attached drawing and specific embodiment to the present invention, it should be noted that not
Under the premise of conflicting, new implementation can be formed between various embodiments described below or between each technical characteristic in any combination
Example.
Embodiment one:
Embodiment discloses a kind of personalized menu generation method, as shown in Figure 1, including the following steps:
S1 personalization menu generation step obtains the individual demand information of corresponding vegetable, according to individual demand information
Corresponding menu is adjusted, personalized menu is generated;
S2 operational order generation step extracts each cookware operation information in personalized menu, cookware operation
Information includes operational motion, operating time and operation object, and each cookware operation information corresponding conversion is grasped at cookware
It instructs, forms the cookware operational order collection of corresponding personalized menu.
The personalized menu generation method of the present embodiment, it is intended to according to the individual demand information of user, menu is adjusted, into
And the culinary art process of cookware is adjusted, the vegetable that culinary art is completed meets taste, the mouthfeel that user wants.Automation
Cooking platform is adjusted corresponding menu according to the individual demand information of user, in order to as far as possible cook automatic cooking platform
The vegetable prepared food out meets taste, the mouthfeel that user wants, and the personalized menu generation method of the present embodiment passes through comprehensive three aspect
To know the individual demand information of user.The first, original menu is provided, user can cook some of them according to original menu
Step is adjusted, cooking time, the culinary art duration and degree of heating by adjusting vegetable, the mouthfeel of adjustable vegetable, by adjusting vegetable
The addition of condiment, the taste of adjustable vegetable;The second, vegetable estimation window is provided, user tastes original menu culinary art and completes
Vegetable after, evaluation information is provided at estimation window, corresponding vegetable taste and/or mouthfeel are evaluated, automatic cooking platform
It is subsequent according to vegetable taste, the user's evaluation information of mouthfeel, actively original menu is adjusted, equally by adjusting vegetable
Cooking time, the culinary art duration and degree of heating, by adjusting the addition of vegetable condiment, adjust the taste of vegetable to adjust the mouthfeel of vegetable;The
Three, user's affiliated area information, dieting, health status, specific demand (weight-reducing, taste preference) information are obtained, according to these letters
It ceases automatic cooking platform and generates suggestion user's adjustment information, according to suggestion user's adjustment information automatic cooking platform to original
Menu is adjusted.By above-mentioned three aspects information, the individual demand of user can be more comprehensively understood, to corresponding menu
After being adjusted, adjustment result can more meet user intent.It should be noted that since the adjustment of menu is based on always
Text cook process adjustment, the cookware of automatic cooking platform be can not directly according to the text of menu cook process come pair
Vegetable carries out automatic cooking, and cookware cooks process unlike people, by the text of direct reading menu, it will be able to according to text
Word culinary art process directly carries out the culinary art of corresponding vegetable.In order to allow cookware that can replace the artificial automatic cooking for carrying out vegetable
Operation needs to be converted to the text culinary art process of menu the operational order of cookware, culinary art is controlled by operational order
The automatic cooking of machine progress vegetable.With this, cookware automatic cooking can be customized to this dish according to users ' individualized requirement
The personalization of product, standardization menu.
In the following, the personalized menu generation method to the present embodiment is described, referring to Fig. 1, when needing to certain course
When the corresponding menu of product is adjusted generation user individual menu, automatic cooking platform obtains corresponding vegetable use by interaction
The individual demand information at family, individual demand information include that user selects adjustment information, corresponding vegetable taste user's evaluation letter
One or more of breath, suggestion user's adjustment information.It is selected in adjustment information in user, according to each culinary art of original menu
Process carries out selection adjustment.For example, in original menu, corresponding culinary art process " adding 10 grams of salt, high fire is boiled 3 minutes ", then
After formerly tasting vegetable according to user, the degree of saltiness, the mouthfeel of taste are old or tender, to the additive amount of salt, the control of the duration and degree of heating, soup
The additive amount of water is adjusted.If this previous course of user's feeling is tasted, mouthfeel is partially old, and taste is over-salty, then can correspond to
This culinary art process of original menu carries out selection adjustment, is revised as " adding 5 grams of salt, be cooked by medium heat 3 minutes " or " adds 5 grams of foods
Salt, high fire are boiled 2 minutes ".By the adjustment to this culinary art process, to realize the adjustment to whole road vegetable mouthfeel, taste.And
In corresponding vegetable taste user's evaluation information, the user's evaluation information of correspondence this course product got according to estimation window,
To select some or several culinary art processes to original menu to be adjusted.Estimation window is directed to the salty difference of the vegetable life's joys and sorrows
Taste provides degree evaluation selection, and if the taste degree of saltiness has " light, moderate, partially salty " three kinds of selections, peppery degree has " micro- peppery, moderate, inclined
It is peppery " selection, if user's evaluation selection " moderate ", then without modifying for corresponding taste, if it is not, then needing according to user
Evaluation selection information is modified.For example, in user's evaluation information, evaluation selection " partially salty ", " partially peppery ", then according to user
This evaluation information is needed in original menu, and addition salt, the culinary art process for adding capsicum carry out adaptation.Automatically it cooks
Platform of preparing food finds original menu by keyword and cooks process " adding 10 grams of salt ", " adding 20 grams of capsicums ", is selected according to user's evaluation
Information is selected, adaptation is " adding 5 grams of salt ", " adding 10 grams of capsicums ".With this, can be realized the taste according to corresponding vegetable,
Mouthfeel user's evaluation information adjusts the culinary art process of original menu.In suggesting user's adjustment information, first obtain belonging to user
The information such as region, dieting, health status, according to the affiliated region of user, for example user is Cantonese, then to peppery taste together
Sichuan cuisine then needs the taste according to Cantonese, is adaptively adjusted;According to user's dieting information, for example user does not eat green onion, that
For to add the vegetable of green onion together, then need to delete the cooking step for adding green onion in original menu;According to the strong of user
Health state, for example user's obesity or user are losing weight, then for the vegetable of one of high heat, high grease, then
Need to adjust the additive amount of food materials in high heat food materials addition step.Suggest that user adjusts letter according to corresponding generate of aforesaid way
Breath adjusts related food materials in corresponding menu, the use of condiment or additive amount according to user's adjustment information is suggested.
Automatic cooking platform selects adjustment information by synthetic user, corresponding vegetable taste user's evaluation information, suggests using
Family adjustment information generates the personalized menu for meeting user intent.It should be noted that adjustment information is selected for user, from
Dynamic cooking platform directly executes the adjustment of corresponding culinary art process after obtaining, for corresponding vegetable taste user's evaluation information and suggestion
User's adjustment information can allow user to select in order to avoid selecting adjustment information generation to conflict with user by way of inquiring user
It whether selects according to the progress menu adjustment of above-mentioned two parts information.It selects to adjust when there are above two information above and including user
When information, automatic cooking platform is adjusted based on user's selection adjustment information always, and duplicate culinary art process is adjusted,
Then the culinary art process Adjusted Option of adjustment information is selected to be adjusted according to user.In addition, it should be noted that not having in user
In the case where providing selection adjustment information, automatic cooking platform also according to corresponding vegetable taste user's evaluation information and can suggest using
Family adjustment information carries out the adjustment of corresponding menu.As soon as the every trial test time vegetable of user, makes an appraisal to vegetable, according to the choosing of user
Evaluation information is selected, process is cooked in the part that automatic cooking platform implements to adjust corresponding menu.Automatic cooking platform passes through in synthesis
Three kinds of information are stated, corresponding menu is adjusted according to this individual demand information, Lai Shengcheng meets the personalized dish of itself intention
Spectrum.
After the foundation for completing personalized menu, due to the culinary art process article of personalized menu, need personalized dish
Each text culinary art process is converted to the operational order of cookware in spectrum, to realize the control to cookware, with completion pair
Answer the automatic cooking of vegetable.By extracting each cookware operation information in personalized menu, cookware operation information packet
Operational motion, operating time and operation object are included, by each cookware operation information corresponding conversion at cookware operational order,
Form the cookware operational order collection of corresponding personalized menu.Each cookware operation information of personalized menu needs to meet
It directly extracts and is converted to cooking operation instruction, if can not directly extract, need to establish Natural Language Processing Models, find out text
Each cooking operation information in personalized menu.So, cookware operational order generate when, be first it is trained what a from
Then the model of right Language Processing is predicted personalized menu culinary art process article using this model, in article
Operational motion information extracts, and is converted into machine instruction.Natural Language Processing Models are herein mainly the dynamic of operation
Work, the time of operation, operation object extract, and the movement of operation is then converted into operation according to the machine instruction table of comparisons and is referred to
It enables.When constructing Natural Language Processing Models, by obtaining a large amount of culinary art article study courses, data set dictionary is constructed, text text
Word and integer are mapped;Again to cooking required cooking operation in text and after culinary art object is marked, will input
Data are converted to term vector, by using Recognition with Recurrent Neural Network training cooking course data set.To the end of model convergence, it can obtain
To Natural Language Processing Models.Cooking operation information, behaviour are extracted to culinary art process article by Natural Language Processing Models later
Make time and operation object.After Natural Language Processing Models receive culinary art process article data, according to predictions request, number is used
According to the data dictionary of collection, the cooking course article data to be predicted is converted into integer data.Then to treated data into
Row prediction, exports prediction result.It reuses data dictionary and prediction result is converted into text results, is i.e. completion cooking operation information
Extraction.After the extraction for completing cooking operation information, to each operational motion and its corresponding operating time and operation pair
As instructing the table of comparisons to be converted into machine operational order by cookware.Cookware instructs each culinary art in the table of comparisons
Operational motion is corresponding with operational order, and operational motion is not only dynamic according to operation when being converted into cookware operational order
It is converted into operational order, needs operation object and operating time generating corresponding operational order in conjunction with operational motion.This
It outside, when the movement of operation in cooking operation information, the time of operation, operation object are extracted, is extracted according to whole one
, so the situation chaotic there is no instruction.After putting the machine instruction of culinary art in order, corresponding cookware operation is generated
Instruction set is gone to execute by cookware.It should be noted that operation object information may be cooking apparatus such as pot cover, it is also possible to
It is food materials or ingredient to be added, if operation object is material to be added, then operation object information needs to include material name
Title and material quantity information, so that can clearly control the quantity of cookware added material after operational order generates.Completion pair
After answering the cooking operation of personalized menu to instruct generation, cookware can complete the entire of corresponding vegetable according to operational order
Cooking operation process.After automatic cooking platform gets user about the cooking operation instruction for cooking certain course product, obtain
The cookware operational order collection of corresponding vegetable, and cookware operational order correspondence is sent to cookware, cookware
After the operational order for receiving the transmission of automatic cooking platform, start to instruct progress automatic cooking according to these.Automatic cooking platform
It has been to detect whether enough materials first, has then been cooked again.Cookware can be cooked according to instruction, such as " big
Fire boils 3 minutes, later plus 3 grams of salt ", these can all have an operational order.One of vegetable can be completed by all instructions
Automatic cooking.With this, the personalized menu for completing the correspondence cookware of corresponding one of vegetable is established.
A kind of personalized menu generation method of the present embodiment, by user to the individual demand information of vegetable to correspondence
Menu is adjusted, and forms the personalized menu for meeting user's taste, mouthfeel.It is again cooking machine by personalized menu corresponding conversion
The operational order collection of device executes automatic cooking operation for controlling cookware, and then realizes and selected according to users ' individualized requirement
The operating process of adjustment cookware is selected, when so that automation cooking platform cooking vegetable, user demand can be combined,
The vegetable for meeting user's taste, mouthfeel is cooked, and then optimizes the dining experience of user.
Embodiment two:
Embodiment two discloses a kind of personalized menu generation system, including personalized menu generation module and operational order
Generation module;Personalized menu generation module is used to obtain the individual demand information of corresponding vegetable, is believed according to individual demand
Breath adjusts corresponding menu, generates personalized menu;Operational order generation module is used to extract each culinary art in personalized menu
Machine operation information, cookware operation information include operational motion, operating time and operation object, and each cookware is operated
Information corresponding conversion forms the cookware operational order collection of corresponding personalized menu at cookware operational order.
A kind of personalized menu of the present embodiment generates system, by user to the individual demand information of vegetable to correspondence
Menu is adjusted, and forms the personalized menu for meeting user's taste, mouthfeel.It is again cooking machine by personalized menu corresponding conversion
The operational order collection of device executes automatic cooking operation for controlling cookware, and then realizes and selected according to users ' individualized requirement
The operating process of adjustment cookware is selected, when so that automation cooking platform cooking vegetable, user demand can be combined,
The vegetable for meeting user's taste, mouthfeel is cooked, and then optimizes the dining experience of user.
Embodiment three:
Embodiment three discloses a kind of electronic equipment, which includes processor, memory and program, wherein locating
One or more can be used in reason device and memory, and program is stored in memory, and is configured to be executed by processor,
When processor executes the program, realize a kind of personalized menu generation method of embodiment one, the electronic equipment can be mobile phone,
Tablet computer, automatic cooking platform terminal etc. a series of electronic equipment.
A kind of electronic equipment based on personalized menu generation method of the present embodiment, the personalization by user to vegetable
Demand information is adjusted corresponding menu, forms the personalized menu for meeting user's taste, mouthfeel.Again by personalized menu pair
The operational order collection that cookware should be converted to, for control cookware execute automatic cooking operation, and then realize according to
The operating process of family individual demand selection adjustment cookware, when so that automation cooking platform cooking vegetable, energy
User demand is enough combined, the vegetable for meeting user's taste, mouthfeel is cooked, and then optimizes the dining experience of user.
Example IV:
Example IV discloses a kind of readable computer storage medium, and when the program is executed by processor, realizes
A kind of personalized menu generation method of embodiment one.If this method is realized in the form of SFU software functional unit and as independence
Product when selling or using, can store in the computer storage medium.Based on this understanding, on the present embodiment is realized
The all or part of the process in embodiment method is stated, relevant hardware can also be instructed to complete by computer program, it should
Computer program can be stored in computer storage medium, and the computer program is when being executed by processor, it can be achieved that above-mentioned side
The step of method embodiment.Wherein, computer program includes computer program code, and computer program code can be source code shape
Formula, object identification code form, executable file or certain intermediate forms etc..Computer storage medium may include: that can carry institute
State any entity or device, recording medium, USB flash disk, mobile hard disk, magnetic disk, CD, the computer storage of computer program code
Device, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory),
Electric carrier signal, telecommunication signal and software distribution medium etc..It should be noted that the content that computer storage medium includes can
To carry out increase and decrease appropriate according to the requirement made laws in jurisdiction with patent practice, such as in certain jurisdictions, root
It does not include electric carrier signal and telecommunication signal according to legislation and patent practice, computer storage medium.
The storage medium of the present embodiment, a kind of personalized menu generation method realized, by user to of vegetable
Property demand information corresponding menu is adjusted, form the personalized menu for meeting user's taste, mouthfeel.Again by personalized dish
The operational order collection that corresponding conversion is cookware is composed, executes automatic cooking operation for controlling cookware, and then realize root
The operating process of adjustment cookware is selected according to users ' individualized requirement, so that automation cooking platform cooks vegetable
When, the vegetable for meeting user's taste, mouthfeel can be cooked in conjunction with user demand, and then optimize the dining experience of user.
The above embodiment is only the preferred embodiment of the present invention, and the scope of protection of the present invention is not limited thereto,
The variation and replacement for any unsubstantiality that those skilled in the art is done on the basis of the present invention belong to institute of the present invention
Claimed range.