CN103455699A - Method and system for generating personalized lifestyle intervention scheme automatically - Google Patents
Method and system for generating personalized lifestyle intervention scheme automatically Download PDFInfo
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- CN103455699A CN103455699A CN2012101775963A CN201210177596A CN103455699A CN 103455699 A CN103455699 A CN 103455699A CN 2012101775963 A CN2012101775963 A CN 2012101775963A CN 201210177596 A CN201210177596 A CN 201210177596A CN 103455699 A CN103455699 A CN 103455699A
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Abstract
The invention relates to the technical field of generation of personalized lifestyle intervention schemes, and discloses a method and a system for generating a personalized lifestyle intervention scheme automatically. The method comprises the steps of: acquiring body state information of a user; determining which people category the user belongs to based on the body state information; generating a personalized lifestyle intervention scheme corresponding to the user through an interactive way based on the people category which the user belongs to; showing the personalized lifestyle intervention scheme to the user. The method and the system for generating the personalized lifestyle intervention scheme automatically can generate personalized lifestyle intervention schemes for different users automatically and improve interaction with the users.
Description
Technical field
The present invention relates to personalized life style and intervene the scheme generation field, the life style that is specifically related to a kind of automatic generation personalization is intervened the method for scheme.
Background technology
Life style disease (abbreviation disease of life-style) is due to people's dietary behavior and motor behavior is incorrect draws a series of diseases.Numerous disease, as all relevant with life style as cancer, coronary heart disease, diabetes, hypertension, gout, hyperlipidemia etc.The country had in the world also is called ciril disease and rich man's disease by this group disease of life-style.How life style is effectively intervened to, disease of life-style is played prevention, slows down, even replaces effect that medicine reaches treatment at present at home, even the whole world is all a difficult problem.
At present, people, after making a definite diagnosis and suffering from disease of life-style, can arrive hospital's Nutriology Dept. or some nutritionist operating room that seeks help usually, obtain necessary clinical detection and the meals plan based on testing result.But this solution needs hand computation or, by standalone version pantry software, can't carry out finer various nutrients monitoring, also can't take into account user's custom; And, lack technological means and allow the user participate in, and the user does not have interactive.
Summary of the invention
The problem that the embodiment of the present invention exists for above-mentioned prior art, a kind of method and system of life style intervention scheme of automatic generation personalization are provided, can automatically generate the life style intervention scheme for the personalization of different user, and raising and user's is interactive.
For this reason, the embodiment of the present invention provides following technical scheme:
A kind of life style of automatic generation personalization is intervened the method for scheme, comprising:
Gather user's condition information;
Determine crowd's classification under described user according to described condition information;
The life style that generates corresponding described user's personalization according to crowd's classification under described user by interaction mode is intervened scheme;
The life style intervention scheme of described personalization is represented to described user.
A kind of life style of automatic generation personalization is intervened the system of scheme, comprising:
Collecting unit, for gathering user's condition information;
Taxon, for determining crowd's classification under described user according to described condition information;
The scheme production unit, intervene scheme for the life style of the personalization that generates corresponding described user according to crowd's classification under described user by interaction mode;
Represent unit, represent to described user for the life style intervention scheme by described personalization.
The embodiment of the present invention generates the method and system that personalized life style is intervened scheme automatically, by gathering user's condition information; Determine crowd's classification under described user according to described condition information; The life style that generates corresponding described user's personalization according to crowd's classification under described user by interaction mode is intervened scheme; The life style intervention scheme of described personalization is represented to described user.The life style of the personalization by the corresponding described user of interaction mode adaptive generation with the user is intervened scheme, thereby not only can carry out finer various nutrients monitoring, and, take into account user's custom, can meet better user's individual demand.
The accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present application or technical scheme of the prior art, below will the accompanying drawing of required use in embodiment be briefly described, apparently, the accompanying drawing the following describes is only some embodiment that put down in writing in the present invention, for those of ordinary skills, can also obtain according to these accompanying drawings other accompanying drawing.
Fig. 1 is that the embodiment of the present invention generates the process flow diagram that personalized life style is intervened the method for scheme automatically;
Fig. 2 determines the process flow diagram of the affiliated crowd's classification of user in the embodiment of the present invention;
Fig. 3 generates the process flow diagram of corresponding described user's recipe by interaction mode in the embodiment of the present invention;
Fig. 4 is a kind of display interface schematic diagram of the meals planning scheme that provides to the user in the embodiment of the present invention;
Fig. 5 is that in the embodiment of the present invention, the user selects the interface schematic diagram after concrete food;
Fig. 6 generates the process flow diagram of corresponding described user's motion scheme by interaction mode in the embodiment of the present invention;
Fig. 7 generates the process flow diagram of corresponding described user's nutritional supplementation scheme by interaction mode in the embodiment of the present invention;
Fig. 8 is that the embodiment of the present invention generates the structural representation that personalized life style is intervened the system of scheme automatically;
Fig. 9 is that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened taxon in the system of scheme automatically;
Figure 10 is that the embodiment of the present invention generates the another kind of structural representation that personalized life style is intervened the system of scheme automatically;
Figure 11 is that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened recipe making unit in the system of scheme automatically;
Figure 12 is that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened motion scheme production unit in the system of scheme automatically;
Figure 13 is that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened nutritional supplementation scheme production unit in the system of scheme automatically.
Embodiment
In order to make those skilled in the art person understand better the scheme of the embodiment of the present invention, below in conjunction with drawings and embodiments, the embodiment of the present invention is described in further detail.
The road of nutrition is equilibrium, i.e. the science of the kind of various kinds of foods and quantity collocation.Rationally quantizing is one of sufficient and necessary condition of operability.It two is the concrete conditions that can look after different user, and such as preferred diet, the food selection that bring region is not equal.And existing scheme basically or nutrition and motion are separated and does, or is exactly to have no idea the association of the two is accomplished to quantification treatment.The recipe of the meals plan of hand computation or the software development of standalone version pantry, the theory based on textbook just often, or too accurately there is no elasticity (such as being accurate to gram, in practical operation without any meaning), the user does not like the recipe generated, thereby there is no operability.And the difference of gene and habits and customs, determined that solution need to average out between Consensus of experts and individual difference.
For this reason, the life style that the invention provides a kind of automatic generation personalization is intervened the method and system of scheme, can be by the parsing to the user's body status information, and employing and user interaction mode, adaptive generation is intervened scheme for the life style of the personalization of different user, the user is participated in the formulation process of personalized life style intervention scheme, thereby look after user's personal like and concrete condition (such as arrangement of time), improve intervention effect.
As shown in Figure 1, be that the embodiment of the present invention generates the process flow diagram that personalized life style is intervened the method for scheme automatically, comprise the following steps:
Described condition information can comprise: the pulse in height, body weight, age, sex, motion, heartbeat and history of disease etc. are for characterizing the various parameters of condition, and also can further comprise medication history, family's heredity history etc. some have the factor of potential impact to condition.
In actual applications, can gather in several ways user's condition information, such as including but not limited to following any one or multiple combination mode:
(1), by the I/O interface in information collecting server and MEC and/or Hospital Pathological Department storehouse etc., gather user's condition information.
(2) adopt the distributed capture mode, such as Internet-based, provide respective page by computer client or mobile device client to the user, provide information input window by this page to the user, obtain the condition information that the user inputs in described window, thereby realize the collection of information.
(3) obtain the health check-up report that the user uploads, resolve the described user's of described health check-up report acquisition condition information.
(4), by Internet of Things, utilize the handheld device collection user's of installing sensor additional physiologic information.
Due to the user of different conditions, for it being reached or keeping the condition of a health, its required meals, motion, nutrition etc. are had nothing in common with each other.For this reason, more scientific, reasonable in order to make to intervene scheme for the life style of each user's personalization, and the complicacy of reduction scheme realization, can first according to user's condition information, do a classification roughly, specifically how to classify and can carry out according to actual needs, this embodiment of the present invention is not done to restriction, below only illustrate.
Such as, be divided into three large classes: healthy population (comprising sub-health population), pathology crowd and special population.
As shown in Figure 2, be in the embodiment of the present invention, to determine to comprise the following steps the process flow diagram of the affiliated crowd's classification of user:
Whether step 201, have history of disease according to user's the described user of condition information check; If so, perform step 202; Otherwise, perform step 203.
If BMI is not in normal range, BMI may be in fat or overweight scope, in this embodiment, this class also is attributed to the pathology crowd.
It should be noted that, the calculating of above-mentioned BMI can adopt different formula according to the geographic area of user's age, sex and life, and the normal range of BMI is also corresponding different, and this embodiment of the present invention is not done to restriction.
Certainly, in actual applications, the division of crowd's classification can also have other different mode, and, can also carry out thinner division in above-mentioned each class, such as, special population Further Division be pregnancy period crowd, lactation crowd, infant etc.; Healthy population is further divided according to age, sex; The pathology crowd further divides according to disease type.
In addition, can also adopt alternate manner to determine the crowd's classification under the user according to user's condition information, such as, can set up in advance pathology crowd achievement data storehouse, data in user's condition information and described pathology crowd achievement data storehouse are compared, and then the crowd's classification under definite user.
Particularly, can comprise following any one or more combination:
(1) generate corresponding described user's recipe by interaction mode according to crowd's classification under described user;
(2) generate corresponding described user's motion scheme by interaction mode according to crowd's classification under described user;
(3) generate corresponding described user's nutritional supplementation scheme by interaction mode according to crowd's classification under described user.
Intervene scheme for above-mentioned each personalized life style, can set up in advance a model not corresponding with each one realm respectively, such as, for generating the meals planning scheme model of recipe, for generating the exercise program customized solution model of motion scheme, for generating the nutritious supplementary pharmaceutical plan customized solution model of nutritional supplementation scheme.
When the life style of the personalization that generates corresponding described user is intervened scheme, at first according to the crowd's classification under the user, choose the model and algorithm adapted, then using described user's condition information as the mode input parameter, generate corresponding customized solution, then Internet-based and/or mobile Internet generate the life style intervention scheme of corresponding described user's personalization by interaction mode.To this, the detailed description of giving an example in the back.
As can be seen here, the present invention generates the method that personalized life style is intervened scheme automatically, can be by the parsing to the user's body status information, and employing and user interaction mode, adaptive generation is intervened scheme for the life style of the personalization of different user, the user is participated in the formulation process of personalized life style intervention scheme, thereby look after user's personal like and concrete condition (such as arrangement of time), improve intervention effect.The present invention generates the method that personalized life style is intervened scheme automatically, due to the result based on clinical detection, has therefore guaranteed science and the objectivity of the life style intervention scheme of described personalization; Interaction participation due to the user, not only further improved the science that personalized life style is intervened scheme, and, strengthened user's compliance.
Further, in this scheme, meals plan, exercise program and nutritious supplementary pharmaceutical plan can also be combined, make it form indivisible total solution.
In actual applications, in order conveniently for the user, to provide a long-term tracking and guide service, can set up an archive database for each user, the user's of collection condition information is deposited in should user's archive database, after user's condition information changes, can be in time by the information updating after changing in should user's archive database, so that when the life style of follow-up formulation user's personalization is intervened scheme, the current condition that can make this personalized life style intervene scheme and user adapts, guarantee science and the intervention effect of the life style intervention scheme of described personalization.
Correspondingly, in above-mentioned steps 102, can from described archive database, obtain described user's condition information, that is to say, according to the described user's who preserves in described archive database condition information, determine crowd's classification under described user.
Correspondingly, after the condition information of user described in described archive database changes, need to redefine the affiliated crowd's classification of described user, and then generate the life style intervention scheme of the personalization adapted with this crowd's classification and described user individual, the accuracy of assured plan and science, meet the multiple demand of user's body state and habits and customs.
Front is mentioned, in embodiments of the present invention, can generate according to crowd's classification under the user life style intervention scheme of corresponding described user's personalization by interaction mode, and it can be recipe, motion scheme, nutritional supplementation scheme etc. that the life style of described personalization is intervened scheme.Below respectively this is elaborated.
As shown in Figure 3, be to generate the process flow diagram of corresponding described user's recipe in the embodiment of the present invention by interaction mode, comprise the following steps:
Particularly, can utilize the meals planning scheme of the affiliated crowd's classification of the described user of correspondence of setting up in advance, input parameter using user's condition information as this model, generation quantizes recommendation for this user's personalized food, the recommendation for the customized different foods of this user calculated according to each user's different situations, such as, within one day or one week, need the food species and the nutrition numerical value that absorb, can also comprise the total amount of heat recommendation.Described food species is such as comprising: cereal, vegetables, fruit, milk, meat egg, beans etc.That is to say, above-mentioned meals planning scheme has been showed the desirable dietary requirements adapted with the user's body state to the user.
Above-mentioned meals planning scheme can adopt patterned way to represent, as shown in Figure 4, can adopt the histogram form, described meals planning scheme is sent to Web server or mobile device client, Internet-based or mobile Internet, the user logins described Web server or mobile device client, it can be presented in user terminal (such as, computer, notebook, handheld terminal etc.) on.
Certainly, above-mentioned schematic diagram is a kind of giving an example, and in actual applications, can also adopt other graphics mode to be represented.
The user can login Web server or mobile device client, selects the food of oneself liking, and particularly, can provide selectable menu to the user by system, and the user selects from this menu the food of oneself liking; The food that also can directly oneself be liked to the input of food selection window by the user.This embodiment of the present invention is not done to restriction.
As shown in Figure 5, be that in the embodiment of the present invention, the user selects the interface schematic diagram after concrete food.
Due to every kind of food all corresponding one group of nutritional labeling and content data thereof, therefore, concrete food and the quantity that can select according to the user be calculated the nutrition numerical value that every group food is corresponding, such as calorie, protein, carbohydrates, fat etc.
Such as, can select the difference (such as being concrete difference or high and low information etc.) between situation and desirable dietary requirements with histogram form or form indicating user, like this, the user can be according to repeating above-mentioned selection course, make the recipe of selecting both accord with and suiting one's own taste, meet again desirable dietary requirements.
This recipe is corresponding described setting-up time, and such as the recipe of a day or a week, the user can reuse this recipe in next cycle, and certainly, the user also can re-start selection, the final recipe that meets users ' individualized requirement that generates.
It should be noted that, in above-mentioned steps 305, after user's display reminding information, if perceive the user, re-entered food and the quantity selected, need to return step 302, repeat the processing procedure of above-mentioned steps 302 to step 304.
As can be seen here, if two all condition indexs of user are all identical, the food quantification recommendation information obtained is identical, and the meals planning scheme of presenting to these two users is identical, but due to the hobby difference of user to different foods, therefore, even give user's recommendation information identical, but, by the interaction with the user, by the user, initiatively select the food of oneself liking, thereby the final recipe generated can be different, fully met user's individual demand.
As shown in Figure 6, be to generate the process flow diagram of corresponding described user's motion scheme in the embodiment of the present invention by interaction mode, comprise the following steps.
In embodiments of the present invention, can to different motions, be classified according to athletic physiology, such as, be divided into following four classes: endurance exercise, intensity exercise, flexibility exercises, balanced capacity are taken exercise.Can certainly adopt other mode classification, this embodiment of the present invention is not done to restriction.
Provide the menu mode option to the user in described exercise program customized solution, the user can select the motion of oneself liking according to the hobby of oneself in the same class motion.
Above-mentioned setting-up time can be to take sky as unit, or take week as unit.
As can be seen here, if two all condition indexs of user are all identical, the exercise program customized solution obtained is identical, but due to the hobby difference of user to different motion, by the interaction with the user, initiatively select by the user motion of oneself liking, thereby the final motion scheme generated can be different, fully met user's individual demand.
As shown in Figure 7, be to generate the process flow diagram of corresponding described user's nutritional supplementation scheme in the embodiment of the present invention by interaction mode, comprise the following steps.
Than as shown in table 1 below, it is a kind of example of the initial score of physical symptom corresponding to every kind of nutrition of shortage and this physical symptom.
Table 1:
Certainly, when generating the nutritional supplementation scheme of corresponding different user, it is also conceivable that user's the condition information such as age, sex.
Visible, the embodiment of the present invention is when the nutritional supplementation scheme of formulating for the specific user, by the interaction with the user, can fully obtain the subjective perception of the current physical symptom of user, comprehensive these physical symptoms and user's condition information, such as sex and age, the while is according to the existing algorithm of system, system also considers user's laboratory detection result, finally generates the nutritional supplementation scheme adapted with this user's body situation.
It should be noted that, the embodiment of the present invention generates the method that personalized life style is intervened scheme automatically, providing outside effective operability, the behavioural information of all right Internet-based and/or mobile Internet counting user (such as, the mouse of counting user is clicked the information such as result of behavior), by the analysis to user behavior, the life style intervention scheme of the described user's of correspondence personalization is provided to advisory information, such as, suggestion increases the absorption of vegetables with green leaves; Suggestion increases weekly 2 times, is no less than the aerobic exercise etc. of 20 minutes at every turn, and described advisory information is represented to described user, thereby provide correct guiding to the user.
Correspondingly, the life style that the embodiment of the invention also discloses a kind of automatic generation personalization is intervened the system of scheme, as shown in Figure 8, is a kind of structural representation of this system.
In this embodiment, described system comprises:
Collecting unit 801, for gathering user's condition information;
Described condition information can comprise: height, body weight, age, sex and history of disease etc. are for characterizing the various parameters of condition, and also can further comprise medication history, family's heredity history etc. some have the factor of potential impact to condition.
In actual applications, described collecting unit can gather user's condition information in several ways, such as including but not limited to following any one or more collection subelement:
First gathers subelement, gathers user's condition information for the I/O interface by with MEC and/or Hospital Pathological Department storehouse;
Second gathers subelement, for by the page, to the user, providing information input window, obtains the condition information that the user inputs in described window;
The 3rd gathers subelement, and the described user's of described health check-up report acquisition condition information is resolved in the health check-up report of uploading for obtaining the user.
The 4th gathers subelement, by Internet of Things, utilizes the handheld device collection user's of installing sensor additional physiologic information.
The life style of corresponding described user's personalization is intervened scheme and can be included but not limited to: recipe, motion scheme, nutritional supplementation scheme, such as, described scheme production unit 803 comprises following any one or more unit: recipe making unit, motion scheme production unit and nutritional supplementation scheme production unit, wherein:
Described recipe making unit is for generating corresponding described user's recipe according to crowd's classification under described user by interaction mode;
Described motion scheme production unit is for generating corresponding described user's motion scheme according to crowd's classification under described user by interaction mode;
Described nutritional supplementation scheme production unit is for generating corresponding described user's nutritional supplementation scheme by interaction mode according to crowd's classification under described user.
Intervene scheme for above-mentioned each personalized life style, can set up in advance a model not corresponding with each one realm respectively, such as, for generating the meals planning scheme model of recipe, for generating the exercise program customized solution model of motion scheme, for generating the nutritious supplementary pharmaceutical plan customized solution model of nutritional supplementation scheme.
When the life style of the personalization that generates corresponding described user is intervened scheme, at first according to the crowd's classification under the user, choose the model and algorithm adapted, then using described user's condition information as the mode input parameter, generate corresponding customized solution, then Internet-based and/or mobile Internet generate the life style intervention scheme of corresponding described user's personalization by interaction mode.To this, the detailed description of giving an example in the back.
Represent unit 804, represent to described user for the life style intervention scheme by described personalization.
As can be seen here, the present invention generates the system that personalized life style is intervened scheme automatically, can be by the parsing to the user's body status information, and employing and user interaction mode, adaptive generation is intervened scheme for the personalized life style of different user, the user is participated in the formulation process of personalized life style intervention scheme, thereby look after user's personal like and concrete condition (such as arrangement of time), improve intervention effect.The present invention generates the system that personalized life style is intervened scheme automatically, due to the result based on clinical detection, has therefore guaranteed science and the objectivity of the life style intervention scheme of described personalization; Interaction participation due to the user, not only further improved the science that personalized life style is intervened scheme, and, strengthened user's compliance.
Further, in this scheme, meals plan, exercise program and nutritious supplementary pharmaceutical plan can also be combined, make it form indivisible total solution.
In embodiments of the present invention, how taxon specifically classifies can be carried out according to actual needs, and this embodiment of the present invention is not done to restriction, below only illustrates.
As shown in Figure 9, be that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened taxon in the system of scheme automatically.
In this embodiment, described taxon 802 comprises:
Determine subelement 903, when the BMI that calculates in described computation subunit is in normal range, determine that described user belongs to healthy population; When described BMI is in fat or overweight scope, determine that described user belongs to the pathology crowd.
It should be noted that, the calculating of above-mentioned BMI can adopt different formula according to the geographic area of user's age, sex and life, and the normal range of BMI is also corresponding different, and this embodiment of the present invention is not done to restriction.
Certainly, in actual applications, the division of crowd's classification can also have other different mode, and, can also carry out thinner division in above-mentioned each class, such as, special population Further Division be pregnancy period crowd, lactation crowd, infant etc.; Healthy population is further divided according to age, sex; The pathology crowd further divides according to disease type.
In addition, described taxon 802 can also adopt alternate manner to determine the crowd's classification under the user according to user's condition information, such as, can be according to the pathology crowd achievement data storehouse of setting up in advance, data in user's condition information and described pathology crowd achievement data storehouse are compared, and then the crowd's classification under definite user.
In actual applications, in order conveniently for the user, to provide a long-term tracking and guide service, can set up an archive database for each user, the user's of collection condition information is deposited in should user's archive database, after user's condition information changes, can be in time by the information updating after changing in should user's archive database, so that when the life style of follow-up formulation user's personalization is intervened scheme, the current condition that can make this personalized life style intervene scheme and user adapts, guarantee science and the intervention effect of the life style intervention scheme of described personalization.
As shown in figure 10, be that the embodiment of the present invention generates the another kind of structural representation that personalized life style is intervened the system of scheme automatically.
From embodiment illustrated in fig. 8 different, in this embodiment, described system also comprises: archive database 1001 and updating block 1002.Wherein:
Updating block 1002, after changing for the condition information described user, upgrade corresponding described user's archive database.
Described updating block 1002 specifically can be after collecting unit 801 collects user's condition information, check whether described archive database 1001 has existed this user's condition information, if do not have, this user's condition information is saved in archive database 1001, if have, 1001 pairs of the information that further inspection newly collects and archive databases should the user information whether identical, if different, need new information updating in archive database 1001.
Due to the up-to-date condition information of having preserved the user in archive database 1001, therefore, in this embodiment, taxon 802 can be directly determined crowd's classification under described user according to the described user's who preserves in described archive database condition information.
Front is mentioned, and in the system of the embodiment of the present invention, the scheme production unit comprises following any one or more unit: recipe making unit, motion scheme production unit and nutritional supplementation scheme production unit below are elaborated to this respectively.
As shown in figure 11, be that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened recipe making unit in the system of scheme automatically.
In this embodiment, described recipe making unit comprises:
First presents subelement 111, for according to crowd's classification under described user, to described user, providing meals planning scheme, in described meals planning scheme, comprises in setting-up time food species and the nutrition numerical value that needs picked-up;
First obtains subelement 112, for obtaining concrete food and the quantity of the described food species of correspondence that described user selects;
The first computation subunit 113, calculate for the concrete food according to described food species and quantity the nutrition numerical value of the described food species of correspondence in described setting-up time that described user selects;
Whether the first judgment sub-unit 114, surpass the scope of the nutrition numerical value of the corresponding described food species of described meals planning scheme in setting-up time for judging nutrition numerical value that described the first computation subunit 113 calculates;
The first prompting subelement 115, for when judgment result is that of described the first judgment sub-unit 114 is, to described user's display reminding information, so that food and quantity that described user selects according to described information correction;
Recipe generates subelement 116, and when in described the first judgment sub-unit 114, the determination result is NO, the food species of selecting according to the user and quantity generate corresponding described user's recipe.
As can be seen here, if two all condition indexs of user are all identical, the food quantification recommendation information obtained is identical, and the meals planning scheme of presenting to these two users is identical, but due to the hobby difference of user to different foods, therefore, even give user's recommendation information identical, but, by the interaction with the user, by the user, initiatively select the food of oneself liking, thereby the final recipe generated can be different, fully met user's individual demand.
As shown in figure 12, be that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened motion scheme production unit in the system of scheme automatically.
In this embodiment, described motion scheme production unit comprises:
Second presents subelement 121, for according to crowd's classification under described user, to described user, providing the exercise program customized solution, in described exercise program customized solution, comprises type of exercise and the amount of exercise desired value in setting-up time;
Second obtains subelement 122, type of exercise and the time for obtaining described user, selected;
The second computation subunit 123, for calculating total amount of exercise according to described type of exercise and time;
Whether the second judgment sub-unit 124, be less than described amount of exercise desired value for judging described total amount of exercise;
The second prompting subelement 125, for when judgment result is that of described the second judgment sub-unit 124 is, to described user's display reminding information, so that type of exercise and time that described user selects according to described information correction;
Motion scheme generates subelement 126, when the determination result is NO in described the second judgment sub-unit 124, generates corresponding described user's motion scheme.
As can be seen here, if two all condition indexs of user are all identical, the exercise program customized solution obtained is identical, but due to the hobby difference of user to different motion, by the interaction with the user, initiatively select by the user motion of oneself liking, thereby the final motion scheme generated can be different, fully met user's individual demand.
As shown in figure 13, be that the embodiment of the present invention generates a kind of structural representation that personalized life style is intervened nutritional supplementation scheme production unit in the system of scheme automatically.
In this embodiment, described nutritional supplementation scheme production unit comprises:
The 3rd presents subelement 131, for according to crowd's classification under described user, to described user, providing nutritious supplementary pharmaceutical plan customized solution, comprise in setting-up time in described nutritious supplementary pharmaceutical plan customized solution the kind and the quantity recommendation that need supplementary nutrition, lack the initial score of physical symptom corresponding to every kind of nutrition and this physical symptom and the user's that detects based on laboratory body in the main nutrients situation report; ;
The 3rd obtains subelement 132, the physical symptom information of selecting for obtaining described user;
The 3rd computation subunit 133, for obtaining according to the described the 3rd every kind of PTS that nutrition is corresponding of physical symptom information calculating that subelement 132 obtains;
The nutritional supplementation scheme generates subelement 134, for main nutrients situation report in the body according to described PTS and the user based on the laboratory detection, generates corresponding described user's nutritional supplementation scheme.
Certainly, the nutritional supplementation scheme generates subelement 134 when generating the nutritional supplementation scheme of corresponding different user, it is also conceivable that user's the condition information such as age, sex.
Visible, the embodiment of the present invention is when the nutritional supplementation scheme of formulating for the specific user, by the interaction with the user, can fully obtain the current physical symptom of user and relevant information, as age, sex, life style etc., comprehensive these physical symptoms and customer laboratory testing result, be generated as the customized nutritional supplementation scheme of this user.
The embodiment of the present invention generates the system that personalized life style is intervened scheme automatically, providing outside effective operability, the behavioural information of all right Internet-based and/or mobile Internet counting user (such as, user's mouse click behavior etc.), by the analysis to user behavior, the life style intervention scheme of the described user's of correspondence personalization is provided to advisory information, such as, suggestion increases orange red vegetables intake to guarantee the absorption of vitamin A, reduce the activity of large amount of exercise and avoid injury gained in sports, perhaps increase muscle strength training etc., and described advisory information is represented to described user, thereby provide correct guiding to the user.
, in the present invention, automatically generate during personalized life style intervenes another embodiment of system of scheme, described system also can further comprise: statistic unit and suggestion unit (not shown) for this reason.Wherein:
Described statistic unit, for adding up described user's behavioural information;
Described suggestion unit, provide advisory information for the behavioural information of the described user according to statistics to the life style intervention scheme of the described user's of correspondence personalization, and described advisory information represented to described user.
Each embodiment in this instructions all adopts the mode of going forward one by one to describe, and between each embodiment, identical similar part is mutually referring to getting final product, and each embodiment stresses is the difference with other embodiment.Especially, for system embodiment, due to it, substantially similar in appearance to embodiment of the method, so describe fairly simplely, relevant part gets final product referring to the part explanation of embodiment of the method.System embodiment described above is only schematic, the wherein said unit as the separating component explanation can or can not be also physically to separate, the parts that show as unit can be or can not be also physical locations, can be positioned at a place, or also can be distributed on a plurality of network element.Can select according to the actual needs some or all of module wherein to realize the purpose of the present embodiment scheme.Those of ordinary skills in the situation that do not pay creative work, can understand and implement.
Above the embodiment of the present invention is described in detail, has applied embodiment herein the present invention is set forth, the explanation of above embodiment is just for helping to understand method and apparatus of the present invention; , for one of ordinary skill in the art, according to thought of the present invention, all will change in specific embodiments and applications, in sum, this description should not be construed as limitation of the present invention simultaneously.
Claims (12)
1. one kind generates the method that personalized life style is intervened scheme automatically, it is characterized in that, comprising:
Gather user's condition information;
Determine crowd's classification under described user according to described condition information;
The life style that generates corresponding described user's personalization according to crowd's classification under described user by interaction mode is intervened scheme;
The life style intervention scheme of described personalization is represented to described user.
2. method according to claim 1, is characterized in that, gathers described user's condition information by following any one or various ways:
Gather user's condition information by the I/O interface with MEC and/or Hospital Pathological Department storehouse;
Provide information input window by computer client or mobile device client to the user, obtain the condition information that the user inputs in described window;
Obtain the health check-up report that the user uploads, resolve the described user's of described health check-up report acquisition condition information;
By Internet of Things, utilize the handheld device collection user's of installing sensor additional physiologic information.
3. method according to claim 1 and 2, is characterized in that, the described life style intervention scheme that generates corresponding described user's personalization according to crowd's classification under described user by interaction mode comprises following any one or more:
Generate corresponding described user's recipe by interaction mode according to crowd's classification under described user;
Generate corresponding described user's motion scheme by interaction mode according to crowd's classification under described user;
Generate corresponding described user's nutritional supplementation scheme by interaction mode according to crowd's classification under described user.
4. method according to claim 3, is characterized in that, describedly according to the recipe that under described user, crowd's classification generates corresponding described user by interaction mode, comprises:
Provide meals planning scheme according to crowd's classification under described user to described user, in described meals planning scheme, comprise in setting-up time food species and the nutrition numerical value that needs picked-up;
Obtain concrete food and quantity in the described food species of correspondence that described user selects;
Calculate according to the concrete food in described food species and quantity the nutrition numerical value of the described food species of correspondence in described setting-up time that described user selects;
If the nutrition numerical value calculated surpasses the scope of the nutrition numerical value of corresponding described food species in setting-up time in described meals planning scheme, to described user's display reminding information, so that food and quantity that described user selects according to described information correction;
Otherwise the food species of selecting according to the user and quantity generate corresponding described user's recipe.
5. method according to claim 3, is characterized in that, describedly according to the motion scheme that under described user, crowd's classification generates corresponding described user by interaction mode, comprises:
Provide the exercise program customized solution according to crowd's classification under described user to described user, in described exercise program customized solution, comprise type of exercise and the amount of exercise desired value in setting-up time;
Obtain type of exercise and time that described user selects;
Calculate total amount of exercise according to described type of exercise and time;
If described total amount of exercise is less than described amount of exercise desired value, to described user's display reminding information, so that type of exercise and time that described user selects according to described information correction;
Otherwise, generate corresponding described user's motion scheme.
6. method according to claim 3, is characterized in that, the described nutritional supplementation scheme that generates corresponding described user by interaction mode according to crowd's classification under described user comprises:
Provide nutritious supplementary pharmaceutical plan customized solution according to crowd's classification under described user to described user, described nutritious supplementary pharmaceutical plan customized solution comprise in setting-up time the initial score of physical symptom that the kind that needs supplementary nutrition and quantity, every kind of nutrition of shortage are corresponding and this physical symptom and the described user's that detects based on laboratory body in the main nutrients situation report;
The physical symptom of selecting according to described user calculates every kind of PTS that nutrition is corresponding;
According to main nutrients situation report in described PTS and the described user's based on the laboratory detection body, generate corresponding described user's nutritional supplementation scheme.
7. one kind generates the system that personalized life style is intervened scheme automatically, it is characterized in that, comprising:
Collecting unit, for gathering user's condition information;
Taxon, for determining crowd's classification under described user according to described condition information;
The scheme production unit, intervene scheme for the life style of the personalization that generates corresponding described user according to crowd's classification under described user by interaction mode;
Represent unit, represent to described user for the life style intervention scheme by described personalization.
8. system according to claim 7, is characterized in that, described collecting unit comprises following any one or more subelement:
First gathers subelement, gathers user's condition information for the I/O interface by with MEC and/or Hospital Pathological Department storehouse;
Second gathers subelement, for by computer client or mobile device client, to the user, providing information input window, obtains the condition information that the user inputs in described window;
The 3rd gathers subelement, and the described user's of described health check-up report acquisition condition information is resolved in the health check-up report of uploading for obtaining the user.
The 4th gathers subelement, by Internet of Things, utilizes the handheld device collection user's of installing sensor additional physiologic information.
9. according to the described system of claim 7 or 8, it is characterized in that, described scheme production unit comprises following any one or more unit:
The recipe making unit, for generating corresponding described user's recipe according to crowd's classification under described user by interaction mode;
The motion scheme production unit, for generating corresponding described user's motion scheme according to crowd's classification under described user by interaction mode;
Nutritional supplementation scheme production unit, for generating corresponding described user's nutritional supplementation scheme by interaction mode according to crowd's classification under described user.
10. system according to claim 9, is characterized in that, described recipe making unit comprises:
First presents subelement, for according to crowd's classification under described user, to described user, providing meals planning scheme, in described meals planning scheme, comprises in setting-up time food species and the nutrition numerical value that needs picked-up;
First obtains subelement, for obtaining concrete food and the quantity of the described food species of correspondence that described user selects;
The first computation subunit, calculate for the concrete food according to described food species and quantity the nutrition numerical value of the described food species of correspondence in described setting-up time that described user selects;
Whether the first judgment sub-unit, surpass the scope of the nutrition numerical value of the corresponding described food species of described meals planning scheme in setting-up time for judging nutrition numerical value that described the first computation subunit calculates;
The first prompting subelement, for when judgment result is that of described the first judgment sub-unit is, to described user's display reminding information, so that food and quantity that described user selects according to described information correction;
Recipe generates subelement, and when in described the first judgment sub-unit, the determination result is NO, the food species of selecting according to the user and quantity generate corresponding described user's recipe.
11. system according to claim 9, is characterized in that, described motion scheme production unit comprises:
Second presents subelement, for according to crowd's classification under described user, to described user, providing the exercise program customized solution, in described exercise program customized solution, comprises type of exercise and the amount of exercise desired value in setting-up time;
Second obtains subelement, type of exercise and the time for obtaining described user, selected;
The second computation subunit, for calculating total amount of exercise according to described type of exercise and time;
Whether the second judgment sub-unit, be less than described amount of exercise desired value for judging described total amount of exercise;
The second prompting subelement, for when judgment result is that of described the second judgment sub-unit is, to described user's display reminding information, so that type of exercise and time that described user selects according to described information correction;
Motion scheme generates subelement, when the determination result is NO in described the second judgment sub-unit, generates corresponding described user's motion scheme.
12. system according to claim 9, is characterized in that, described nutritional supplementation scheme production unit comprises:
The 3rd presents subelement, for according to crowd's classification under described user, to described user, providing nutritious supplementary pharmaceutical plan customized solution, comprise in setting-up time in described nutritious supplementary pharmaceutical plan customized solution the kind and the quantity recommendation that need supplementary nutrition, lack the initial score of physical symptom corresponding to every kind of nutrition and this physical symptom and the user's that detects based on laboratory body in the main nutrients situation report;
The 3rd obtains subelement, the physical symptom information of selecting for obtaining described user;
The 3rd computation subunit, for obtaining according to the described the 3rd every kind of PTS that nutrition is corresponding of physical symptom information calculating that subelement 132 obtains;
The nutritional supplementation scheme generates subelement 133, for main nutrients situation report in the body according to described PTS and the described user based on the laboratory detection, generates corresponding described user's nutritional supplementation scheme.
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