CN105701330B

CN105701330B - Health and fitness information processing method and system

Info

Publication number: CN105701330B
Application number: CN201410710662.8A
Authority: CN
Inventors: 薛海强; 薛海丽
Original assignee: Individual
Current assignee: Individual
Priority date: 2014-11-28
Filing date: 2014-11-28
Publication date: 2019-01-15
Anticipated expiration: 2034-11-28
Also published as: CN105701330A

Abstract

The embodiment of the invention discloses health and fitness information processing method and systems.In a kind of health and fitness information processing method, the sound development track of active user is obtained；The sound development track of active user is determined based on the state of health data of active user; each puts a corresponding time point on track; each time point corresponds to a health state of user, and each time point corresponding health state of user includes at least the disease type once suffered from the disease, the disease type now suffered from the disease or healthy relevant marker information under the time point；In the sound development track library constructed in advance, the sound development track to match with the sound development track of active user is searched；According to lookup result, the healthy pushed information of active user is generated and is directed to active user's push.By this programme, realizes through the sound development track as health and fitness information of analysis user and other users and push specific healthy pushed information to the user, to better meet the purpose of the demand of user.

Description

Health and fitness information processing method and system

Technical field

The present invention relates to health and fitness information process fields, in particular to health and fitness information processing method and system.

Background technique

With the development of computer and network technology, health and fitness information electronic management is increasingly becoming health information management field Main way.Such as: hospital or physical examination mechanism are that each patient user establishes electronic health record, to facilitate doctor to the pipe of patient Reason；Alternatively, patient user installs in terminal device (such as smart phone, tablet computer) for own health information management Application software, to facilitate the management to own health information at any time.

Health and fitness information electronic management provides many conveniences for doctor or patient, still, existing health and fitness information electronics Change Managed Solution to be only limitted to respectively individually manage the health and fitness information of every user, does not account for different user health letter Existing association between breath causes to be difficult to meet increasingly complex user demand.

Summary of the invention

Based on the above issues, the embodiment of the invention discloses a kind of health and fitness information processing method and systems, to pass through analysis Incidence relation between user and the health and fitness information of other users to push specific healthy pushed information to the user, thus more Good meets the needs of users.Technical solution is as follows:

In a first aspect, the embodiment of the invention provides a kind of health and fitness information processing methods, comprising:

Obtain the sound development track of active user；Wherein, the sound development track of the active user is based on described work as The state of health data of preceding user determines that each is put a corresponding time point on track, each time point corresponding use Family health status, health state of user corresponding to each time point include at least the disease once suffered from the disease under the time point Type, the disease type now suffered from the disease or healthy relevant marker information；

In the sound development track library constructed in advance, what the sound development track of lookup and the active user matched Sound development track；Wherein, sound development track different in the library of the sound development track corresponds to different users；

According to lookup result, the healthy pushed information for being directed to the active user is generated；

Healthy pushed information generated is pushed to the active user.

Second aspect, the embodiment of the invention provides a kind of health and fitness information processing methods, comprising:

Obtain the sound development track of active user；Wherein, the sound development track of the active user is based on described work as The state of health data of preceding user determines that each is put a corresponding time point on track, each time point corresponding use Family health status, health state of user corresponding to each time point include at least: the disease once suffered from the disease under the time point Sick type, the disease type now suffered from the disease or healthy relevant marker information；

Determine the health state of user to be processed in the sound development track of the active user；

In the state transinformation library constructed in advance, state corresponding to the health state of user to be processed is searched Transinformation；Wherein, state transinformation different in state transinformation library corresponds to different types of disease or difference The other healthy index of correlation of group, the state transinformation of each disease indicate any two kinds of system health status hair of the disease Transition probability corresponding to the driving event being based on and the driving event being based on, each group of health correlation refer to when raw transfer Target state transinformation indicates the transition probability that any two kinds of system health status of the group health index of correlation shift； Also, state transinformation library is constructed based on the sound development track library constructed in advance, in the library of the sound development track Different sound development tracks correspond to different users；

Healthy pushed information generated is pushed to the active user.

The third aspect, the embodiment of the invention provides a kind of health and fitness information processing systems, comprising:

Sound development track obtains module, for obtaining the sound development track of active user；Wherein, the active user Sound development track determine that each puts corresponding time on track based on the state of health data of the active user Point, each time point correspond to a health state of user, and health state of user corresponding to each time point includes at least: The disease type once suffered from the disease, the disease type now suffered from the disease or healthy relevant marker information under the time point；

Track searching module is matched, for searching and the active user in the sound development track library constructed in advance The sound development track that matches of sound development track；Wherein, sound development rail different in the library of the sound development track Mark corresponds to different users；

Healthy pushed information generation module, for according to lookup result, the health that generation is directed to the active user to be pushed away It delivers letters breath；

Healthy pushed information pushing module, for healthy pushed information generated to be pushed to the active user.

Fourth aspect, the embodiment of the invention provides a kind of health and fitness information processing systems, comprising:

Armed state determining module, the user to be processed in sound development track for determining the active user Health status；

State transinformation searching module, for searching described to be processed in the state transinformation library constructed in advance Health state of user corresponding to state transinformation；Wherein, state different in state transinformation library shifts letter The corresponding different types of disease of breath or the other healthy index of correlation of different groups, the state transinformation of each disease indicate the disease Any two kinds of system health status of disease are when shifting corresponding to the driving event being based on and the driving event being based on Transition probability, the state transinformation of each group of health index of correlation indicates any two kinds of systems of the group health index of correlation The transition probability that health status shifts；Also, state transinformation library is based on the sound development track constructed in advance Library constructs, and different sound development tracks corresponds to different users in the library of the sound development track；

The there is provided scheme of the embodiment of the present invention has the advantage that

On the one hand, the embodiment of the present invention is after getting the sound development track of active user, in the health constructed in advance In development track library, the sound development track of other users associated with the sound development track of active user is searched, and will It is pushed to active user according to the healthy pushed information of lookup result active user generated, is realized with this and is used by analysis Family and the sound development track as health and fitness information of other users to push specific healthy pushed information to the user, thus Better meet the purpose of the demand of user.

On the other hand, the embodiment of the present invention is after getting the sound development track of active user, based on sound development In the state transinformation library that track library constructs in advance, the transfer letter of state corresponding to health state of user to be processed is searched Breath, and the healthy pushed information generated based on lookup result is pushed into active user, it is realized through analysis with this based on multi-purpose The state transinformation that the sound development track at family is formed to push specific healthy pushed information to the user, thus preferably The purpose met the needs of users.

Detailed description of the invention

In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with It obtains other drawings based on these drawings.

Fig. 1 is a kind of flow chart of health and fitness information processing method provided by the embodiment of the present invention；

Fig. 2 is a kind of structural schematic diagram of health and fitness information processing system provided by the embodiment of the present invention；

Fig. 3 is the flow chart of another kind health and fitness information processing method provided by the embodiment of the present invention；

Fig. 4 is the structural schematic diagram of another kind health and fitness information processing system provided by the embodiment of the present invention；

Fig. 5 is the schematic diagram of state transition diagram involved in the embodiment of the present invention；

Fig. 6 is the schematic diagram of hyperspace coordinate system involved in the embodiment of the present invention.

Specific embodiment

Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other Embodiment shall fall within the protection scope of the present invention.

For technical problem present in the prior art, the provided scheme main thought of the embodiment of the present invention are as follows: firstly, right The state of health data of a large number of users is analyzed, the relevance between mining data, extracts more useful informations, is realized to strong The improvement of health information management from point to surface；In turn, using Result, the correlation between the main bodys such as user, hospital is established, In conjunction with internet, more diversified service is provided for user, preferably meets user demand.

Firstly, the embodiment of the invention provides a kind of health and fitness information processing method and system, to pass through analysis user and its Incidence relation between the health and fitness information of his user to push specific healthy pushed information to the user, to better meet The demand of user.

It is emphasized that user described in the present embodiment can be the user in disease state, or have The user for being not in disease state of health and fitness information process demand, wherein in practical applications, the so-called disease state that is not in User can specifically include: the user of previous once illness, the user for extremely paying close attention to own health etc..Also, realize this implementation A kind of carrier of the functional software of health and fitness information processing method provided by example can be server, or terminal device； Specifically, server can be the individual server or server cluster of network side, this is all reasonably, which kind of side specifically to be used Formula can be selected according to practical application；And terminal device can be placed in hospital or physical examination department have information input defeated The equipment of function and health and fitness information processing function out.

It is for a kind of carrier of the functional software of health and fitness information processing method provided by above-mentioned realization the present embodiment For the case where server, user can be by being mounted in own terminal (such as: mobile phone, tablet computer, notebook etc.) Particular clients software carries out the access of server；Further, from the angle of building form, the specific client software Type at least may include: webpage client and APP client；For the angle of target user, the client software Type at least may include: the ordinary user's client operated by user itself and the case client that is operated by medical staff End, wherein the case client commonly used in medical staff upload patient state of health data (such as: case data Or physical examination data reporting etc.), so that the state of health data of the user stored in server is quantitatively more in line with greatly The demand of data analysis.Certainly, in order to enable the state of health data of the user stored in server quantitatively more accords with Close big data analysis demand, can by the way of the state of health data that medical staff uploads patient manually, and/or, adopt The health status number of user in other systems (the case system of hospital or the Physical Examination System of physical examination mechanism etc.) is imported with batch According to mode, be not limited thereto certainly.

A kind of health and fitness information processing method provided by the embodiment of the present invention is introduced first below.As shown in Figure 1, of the invention A kind of health and fitness information processing method provided by embodiment, may include steps of:

S101 obtains the sound development track of active user；

When user, which triggers health and fitness information treatment process by ad hoc fashion, to open, the health hair of available active user Track is opened up, and then subsequent operation is executed based on acquired sound development track.Wherein, the sound development rail of the active user Mark is determined based on the state of health data of the active user, also, each puts corresponding time point on track, each when Between put a corresponding health state of user, health state of user corresponding to each time point included at least under the time point Once the disease type suffered from the disease, the disease type or healthy relevant marker information that now suffer from the disease.Specifically, so-called disease type can To include: disease name and extent；It is so-called health relevant marker information include: the age, weight, blood group, blood pressure, blood lipid, Whether eyesight has movement one of qualification and region or a variety of, is not limited thereto certainly；And so-called ad hoc fashion can be User browses the state of health data of itself, the mode for the state of health data for modifying itself or the mode for clicking specific button, Etc., this is all reasonable.

It needs further exist for, it is emphasized that the health state of user as corresponding to time point each on track includes at least The disease type once suffered from the disease, the disease type now suffered from the disease or healthy relevant marker information under the time point, therefore, health Development track is not only able to the disease development track for embodying user and the development track that can also embody healthy relevant marker information； Also, health state of user corresponding to each time point can only include healthy relevant marker information, alternatively, may include Once the healthy relevant marker information under the disease type suffered from the disease and the sick time once suffered from the disease, alternatively, may include Healthy relevant marker information under the disease type now suffered from the disease and the sick time now suffered from the disease, this is all reasonable.It can With understanding, for not having the user for extremely paying close attention to own health of any medical history and current non-illness before, the use The health state of user that the sound development track at family is covered only includes healthy relevant marker information；For have before medical history but For the user for extremely paying close attention to own health of current non-illness, user health shape that the sound development track of the user is covered State may include the disease type once suffered from the disease and healthy relevant marker information；For there is the user of medical history and current illness before For, the health state of user that the sound development track of the user is covered may include the disease type once suffered from the disease, now suffer from The disease type of disease and healthy relevant marker information.

Specifically, in one implementation, the sound development track for obtaining active user may include:

Obtain the identification information of active user；

Identification information based on the active user searches the current use in the sound development track library constructed in advance The sound development track at family.

Sound development in this kind of above-mentioned implementation, in the sound development track library that constructs in advance to each user Track is associated with identification information, therefore, after health and fitness information treatment process is opened, can obtain first active user's Then identification information from the sound development track library constructed in advance, searches the identification information institute of the active user Associated sound development track.

It is understood that the privacy in order to guarantee each user, the identification information of each user can be with are as follows: uses The pet name that family is voluntarily filled in, user is voluntarily to the ID number of server application, alternatively, Real Name or body of the server based on user The identification number that the personal information such as part card number are automatically generated, alternatively, the register card number of hospital, case number, etc., this is all It is reasonable.Wherein, the building process about sound development track library subsequent will be described.

And in another implementation, the sound development of the active user can be obtained by way of in-time generatin Track；Specifically, the sound development track for obtaining active user, may include:

Obtain the state of health data of active user；

Based on acquired state of health data, the sound development track of the active user is generated.

In this kind of above-mentioned implementation, after the unlatching of health and fitness information treatment process, it can indicate that user inputs itself State of health data, and then generated based on acquired state of health data deserve before user sound development track.Its In, in order to generate the sound development track of the active user, the state of health data of active user can be included at least: this is current The identification information of user, and, once suffered from the disease information, now suffer from the disease in information and health related information three at least one Kind；Wherein, it includes the disease type and sick time once suffered from the disease that this, which once suffered from the disease information, and it includes existing suffer from that this, which now suffers from the disease information, The disease type and sick time of disease, the health related information include healthy relevant marker information and information collection time.

Certainly, the sound development track for obtaining active user can be in conjunction with above two mode, specifically, the acquisition is worked as The sound development track of preceding user may include:

Obtain the identification information of active user；

Judge that the identification information of the active user whether there is in the sound development track library constructed in advance；

If it does, directly searching the sound development track of the active user in the sound development track library；

If it does not, instruction active user inputs state of health data, and then obtain the health status number of active user According to generating the sound development track of the active user based on acquired state of health data.

It is understood that the mode for obtaining the state of health data of active user may include: to obtain the active user In the state of health data that pre-set health and fitness information input template is inputted；Alternatively, by scanning showing for the active user Some cases and/or physical examination are reported and then identify the state of health data for obtaining the active user.

Need further exist for, it is emphasized that the specific implementation of the sound development track of above-mentioned acquisition active user only As an example, should not constitute the restriction to the embodiment of the present invention.

S102 searches the sound development track phase with the active user in the sound development track library constructed in advance The sound development track matched；

After obtaining the sound development track of the active user, in order to pass through the health and fitness information of analysis user and other users Between incidence relation to push specific healthy pushed information to the user, can be in the sound development track library constructed in advance In, the sound development track to match with the sound development track of the active user is searched, and according to lookup result, execute subsequent Operation, wherein different sound development tracks corresponds to different users in the sound development track library.In order to be laid out clear rise See, it is described in the sound development track library constructed in advance, it searches and is good for what the sound development track of the active user matched The specific implementation of health development track will be subsequent to describe in detail.

Specifically, the building process in sound development track library, may include:

Obtain the state of health data of each user；Wherein, which includes at least the identity of user Information, and, it once suffered from the disease information, now suffer from the disease at least one of information and health related information three；Wherein, this is once suffered from Disease information includes the disease type and sick time once suffered from the disease, and it includes the disease type now suffered from the disease that this, which now suffers from the disease information, And sick time, the health related information include healthy relevant marker information and information collection time；

Generate the sound development track of each user；Wherein, each puts corresponding time point on track, each when Between put a corresponding health state of user, health state of user corresponding to each time point included at least under the time point Once the disease type suffered from the disease, the disease type or healthy relevant marker information that now suffer from the disease, which includes sick time Or the information collection time；

The sound development track of each user is associated with identification information, generates sound development track library.

Wherein, the information collection time of the healthy relevant marker information can be the reality of healthy relevant marker information Acquisition time or uploading system time, this is all reasonable.

It should be noted that in practical applications, once suffering from the disease information and now suffering from the disease information can also include: disease Duration, the healing time of disease, disease healing degree；And the state of health data can also include: with disease without One of indices information and driving event of pass are a variety of.Wherein, the indices information unrelated with disease specifically may be used To include: nationality, date of birth, movement qualification acquisition time, the sports participated in, one in the sports participation time Kind is a variety of；Driving event is that the event that transfer is based on occurs between the adjacent disease type of corresponding sick time, specifically It may include: nature transfer, particular medication, specific physiotherapy, physical training treatment, particular doctor treatment and specific doctor One of institute's treatment is a variety of.It is understood that the above-mentioned description as described in disease information and state of health data is only made For example, the restriction to the embodiment of the present invention should not be constituted.

Based on information included by above-mentioned state of health data, in practical application, in order to obtain health more abundant Information, the health and fitness information input template provided for user can indicate that user inputs following information: user identifier, region, the age, Whether nationality the date of birth, blood group, nationality, blood group, blood pressure, blood lipid, eyesight, has movement qualification, obtains the time, participates in body When educating activity, the awards participating in the time, obtaining, once suffering from the disease 1, extent, sick time, disease duration, healing Between, cure degree；Once 2, extent, sick time, disease duration, healing time, healing degree ... ... were suffered from the disease Once n, extent, sick time, disease duration, healing time, healing degree were suffered from the disease；Now suffer from the disease, extent, The information such as sick time, disease duration.

It is understood that for state of health data, case history, physical examination report etc., if there is write a Chinese character in simplified form, wrong word, doctor It is raw to confirm negligible content etc., completion or amendment can be carried out according to medicine common sense.For example: doctor is in treatment stomach When sick, the cardiovascular problems of discovery there may be the problem of, can be by it more but it is believed that can ignore, and when stored It is just formal cardiovascular disease.And for the ease of storing and analyzing, for the health status number of a large amount of user stored According to for sound development track, concordance list can establish, such as: construct a concordance list, for age-grade user for once Through cross the user of rhinitis and construct a concordance list, to there is the user of mild fatty liver to construct concordance list etc..

It needs further, it is emphasized that for the angle of uploader, above-mentioned building sound development track library institute foundation The state of health data of user can be uploaded by the owning user of state of health data by client software, alternatively, can be with Uploaded by medical staff based on case client, etc.；And for the angle of data acquisition pattern, above-mentioned building health The state of health data of user based on development track library can be to pass through to be used to indicate the health that user inputs health and fitness information Information input template is obtained, alternatively, can report that discriminance analysis obtains by scanning case and/or physical examination.Meanwhile It is understood that after the convergence of the medical record informations of multiple hospitals is got up, if user after hospitalize certain disease, The disease for going other hospital admissions same or like again then illustrates to be not thorough in the therapeutic effect of first hospital done；With Health state of user of the family in the receiving treatment of second hospital, can be used as the user after first hospital receives treatment The result of the variation of health status；It is similar with this, user's physical examination report and user's last time health state of user development and change Next state afterwards.

Also, since certain state of health data are the data that user voluntarily uploads, possible confidence level is more lower, and certain State of health data is that medical staff uploads or batch imports, and confidence level is relative to higher.In order to improve at health and fitness information The validity and accuracy of reason, information related with the disease setting in the state of health data that can voluntarily upload for user Lower confidence level, disease related information setting in the state of health data that upload for medical staff or batch imports compared with High confidence level；Wherein, in general, confidence level can be the numerical value between 0~1, numerical value is bigger, and confidence level is higher, certainly not office It is limited to this.It should be noted that confidence level can be used for the calculating of subsequent similarity.

S103 generates the healthy pushed information for being directed to the active user according to lookup result；

Wherein, after finding the sound development track to match with the sound development track of the active user, in order to rich The healthy pushed information for being directed to the active user can be generated in the information that richness can push.

In one implementation, the other users to match to allow user to understand with the sound development track of itself Sound development track, it is described according to lookup result, the healthy pushed information for being directed to the active user is generated, may include:

Sound development track as lookup result is determined as to be directed to the healthy pushed information of the active user.

In another implementation, in order to recommend the ward mate for once suffering from the disease or now suffering from the disease to user, alternatively, to user Recommend the user similar with own health relevant marker information, described according to lookup result, generation is directed to the active user's Healthy pushed information may include:

Using the identification information of user corresponding to the sound development track as lookup result as current for this The healthy pushed information of user.

It is understood that for using the identification information of user for the case where healthy pushed information, it is subsequent It can permit active user and friend relation established based on the healthy pushed information and the user being pushed, and communication is provided Function；And in order to further increase the experience of the exchange between each user, each user can issue the health status of oneself, the heart The information such as feelings or impression, and the user of release information can be commented on or be encouraged as the user of good friend, meanwhile, it is each User can check or manage the comment or encouragement that other good friends describe oneself health status, mood, impression.

Further, when state of health data can also include driving event,

It is described according to lookup result, generate the healthy pushed information for being directed to the active user, may include:

The disease type for statisticalling analyze user corresponding to the sound development track as lookup result occurs transfer and is based on Driving event；

The driving event for meeting default pushing condition that statistical analysis is obtained is as the health for being directed to the active user Pushed information.

For example, by the above-mentioned statistical analysis based on driving event, it can analyze out what a certain doctor was good at Disease and cure rate, alternatively, disease that a certain hospital is good at and cure rate, etc.；Certainly, when state of health data includes using Medicine is how many, expense, when whether having the information such as side effect, by above-mentioned statistical analysis, can analyze out a certain doctor and is good at Disease, cure rate, medication is how many, expense, whether has the information such as side effect, alternatively, a certain hospital be good at disease, cure Rate, medication be how many, expense, whether has the information such as side effect, etc..

Healthy pushed information generated is pushed to the active user by S104.

After generating healthy pushed information, which can be pushed to the active user, and then completion pair The push of health and fitness information.

The present embodiment is after getting the sound development track of active user, in the sound development track library constructed in advance In, the sound development track of other users associated with the sound development track of active user is searched, and will tie according to searching The healthy pushed information of fruit active user generated is pushed to active user, is realized with this through analysis user and other use The sound development track as health and fitness information at family to push specific healthy pushed information to the user, to better meet The purpose of the demand of user.

Described in the sound development track library constructed in advance, the health hair of lookup and the active user is described in detail below The specific implementation for the sound development track that exhibition track matches.

In the first specific implementation:

Since user is it is generally desirable to understand some information itself now suffered from the disease, it is described in the health constructed in advance In development track library, the sound development track to match with the sound development track of the active user is searched, may include:

In the sound development track library constructed in advance, searches and now take a disease in the sound development track comprising the active user The sound development track of health state of user corresponding to the disease type of disease.

For example, if active user now suffers from the disease corresponding health state of user are as follows: disease 1+ extent 1 is deposited In following sound development track:

Sound development track 1: disease 0+ extent 0 → disease 0+ extent 1 → disease 1+ 0 → disease of extent 1+ extent 1 → disease 1+ extent 2；

Sound development track 2: disease 1+ extent 0 → disease 1+ extent 1 → disease 1+ extent 0；

Sound development track 3: disease 0+ extent 0 → disease 0+ extent 1 → disease 1+ extent 0；

For sound development track 1, sound development track 2 and sound development track 3, only sound development track 1 With include disease 1+ extent 1 in sound development track 2, therefore, sound development track 1 and sound development track 2 can be with As lookup result.

In second of specific implementation:

Since user has some information for understanding the user similar with the healthy relevant marker information of itself, in particular, not There is the user for extremely paying close attention to own health of medical history and current non-illness to want to know about based on itself current healthy index of correlation The disease that information can develop into, it is therefore, described in the sound development track library constructed in advance, it searches and the active user The sound development track that matches of sound development track, may include:

In the sound development track library constructed in advance, healthy phase in the sound development track comprising the active user is searched Close the sound development track of health state of user corresponding to indication information.

In this kind of implementation, the healthy relevant marker information of the active user as the standard of lookup can be to deserve preceding use The current healthy relevant marker information at family, or the healthy relevant marker information of history, alternatively, the combination of the two；Together Sample, healthy index of correlation letter in the sound development track of active user included in the sound development track that can be found Breath can be the current healthy relevant marker information of relative users, or the healthy index of correlation of the history of relative users Information, alternatively, the combination of the two.

In the third specific implementation:

It is described in the sound development track library constructed in advance, search and the sound development track of the active user match Sound development track, may include:

In the sound development track library constructed in advance, the sound development track for meeting default condition of similarity is searched；

It is described to meet default condition of similarity are as follows: for given trace X, if all or part of track of track X with deserve Similarity between the sound development track of preceding user is greater than preset threshold value, then track X meets default condition of similarity.Its In, the specific size of preset threshold value is set according to the actual situation, it is not limited here.

Specifically, the method for determination of (1) the first similarity can be with are as follows:

Count active user sound development track and other users sound development track relevant disease number Amount, if in other users the sound development track of user A institute relevant disease quantity be N, show user's A illnesses The quantity of (once suffered from the disease and now suffered from the disease) be N, the sound development track of active user institute relevant disease quantity be M, table The quantity of bright active user's illnesses (once suffered from the disease and now suffered from the disease) is M；If the m class disease that active user is suffered from, use Family A is also suffered from, at this point, the similarity of the sound development track of the sound development track and active user of user A is m/M%.

In this kind of mode, can in conjunction with confidence level calculate similarity, for example, the sound development track of user A with work as The similarity of the sound development track of preceding user are as follows: the sum of confidence level of user's A illnesses and active user's illnesses The sum of confidence level ratio.

The method of determination of (2) second similarity can be with are as follows:

If in the health state of user in the sound development track of a certain user A including the sound development of the active user The developmental sequence of at least two health state of user in track and at least two health state of user for being included is identical, i.e., should The sound development track of user A includes partial traces or the whole track of the sound development track of the active user, at this point, the use The similarity of the sound development track of the sound development track and active user of family A be r/R%, wherein r for it is identical extremely The quantity of few two health state of user, R are the quantity of the health state of user of the active user.

In this kind of mode, can in conjunction with confidence level calculate similarity, for example, the sound development track of the user A with The similarity of the sound development track of the active user are as follows: at least two use identical with the active user that user A is included The ratio of the sum of confidence level corresponding to health state of user of the sum of the confidence level corresponding to the health status of family with the active user Example.

(3) state of health data further includes the indices information unrelated with disease；The method of determination of the third similarity It can be with are as follows:

Determine multidimensional information group corresponding to the sound development track of the active user, wherein each multidimensional information group The indices information institute unrelated with disease of the health state of user and the active user that are corresponding under a time point is right The analysis result answered；

The space coordinate point mark of each multidimensional information group corresponding to the sound development track of the active user will be represented In the hyperspace coordinate system, and form the space broken line comprising additional space coordinate points of the active user, wherein this is more Mark content of the disease type as a reference axis in dimension space coordinate system, different healthy indexs of correlation is as different seats The mark content of parameter, in mark of the analysis result as a reference axis corresponding to the indices information unrelated with disease Hold, also, each reference axis is mutually orthogonal；

Multidimensional information group corresponding to the sound development track of other users in the sound development track library is determined respectively, In, each multidimensional information group is corresponding with the unrelated with disease of health state of user under a time point and relative users Analysis result corresponding to indices information；

The space coordinate point of multidimensional information group corresponding to the sound development track for representing the other users is labeled in this In hyperspace coordinate system, and form the respective space broken line comprising additional space coordinate points of his user；

The space broken lines comprising additional space coordinate points of other users is calculated separately to the active user comprising corresponding The coincidence ratio of the space broken line of space coordinate point；

By it is calculated be overlapped ratio-dependent be corresponding other users sound development track and active user health The similarity of development track.

Wherein, analysis result corresponding to the indices information unrelated with disease can be one in the indices Index, or, or the information determined based on the indices information；Also, the active user and other users Analysis result corresponding to the corresponding indices information unrelated with disease belong to same category information.

It is emphasized that in this kind of above-mentioned specific implementation, since the method for determination of similarity is a variety of, Preset threshold value corresponding to similarity can be set according to the method for determination of similarity.

In the 4th kind of specific implementation:

State of health data can also include the indices information unrelated with disease；It is described to be sent out in the health constructed in advance It opens up in the library of track, searches the sound development track to match with the sound development track of the active user, may include:

The space coordinate point mark of each multidimensional information group corresponding to the sound development track of the active user will be represented In the hyperspace coordinate system, wherein mark content of the disease type as a reference axis in the hyperspace coordinate system, Mark content of the different healthy indexs of correlation as different reference axis, corresponding to the indices information unrelated with disease Mark content of the result as a reference axis is analyzed, also, each reference axis is mutually orthogonal；

The space coordinate point of multidimensional information group corresponding to the sound development track for representing the other users is labeled in this In hyperspace coordinate system；

It is more that the space coordinate point for representing multidimensional information group corresponding to preset system health development track is labeled in this In dimension space coordinate system, wherein the system health status and preset that each group of multidimensional information group was corresponding under a time point The indices information unrelated with disease corresponding to analysis result；

It counts in each space coordinate point corresponding to the sound development track of the active user, develops rail with system health The space length of additional space coordinate points corresponding to mark is less than the number of the space coordinate point of pre-set space distance, and will be united The percentage of the number and the number of space coordinate point corresponding to the system health development track of the space coordinate point counted out is true It is set to the sound development track of the active user and the similarity of the system health development track；

It counts in each space coordinate point corresponding to the sound development track of other users, with system health development track The space length of corresponding additional space coordinate points is less than the number of the space coordinate point of pre-set space distance, and will be counted The percentage of the number and the number of the point of space coordinate corresponding to system health development track of space coordinate point out is determined as The sound development track of corresponding other users and the similarity of system health development track；

The difference of similarity corresponding to the determining sound development track with the active user less than the first default value its The sound development track of his user is the sound development track to match with the sound development track of the active user.

Wherein, above-mentioned system health status may include that the corresponding system health status of disease and/or healthy correlation refer to Mark corresponding system health status；Also, system health status can also pass through specific algorithm by artificial self-defining The sound development track in the library of sound development track is statisticallyd analyze to determine.It should be further noted that in practical applications, Since healthy index of correlation is usually embodied with numeric form, for simple flow and unified standard on data, generally use artificial The mode set sets system health status as specific healthy index of correlation.Specifically, for determining disease based on algorithm For the mode of system health status, the state of health data can also include: the indices information unrelated with disease；

The setting up procedure of the system health status of any one disease may include:

Based on the sound development track library constructed in advance, the health comprising the relevant health state of user of present illness is searched Development track；

Multidimensional information group corresponding to found sound development track is determined respectively, wherein each multidimensional information Group be corresponding with user corresponding to health state of user and corresponding sound development track under a time point with disease without Analysis result corresponding to the indices information of pass；

The space coordinate point for representing determined multidimensional information group is labeled in the hyperspace coordinate system, wherein Mark content of the disease type as a reference axis in the hyperspace coordinate system, different healthy indexs of correlation is as different Reference axis mark content, mark of the analysis result as a reference axis corresponding to the indices information unrelated with disease Know content, also, each reference axis is mutually orthogonal；

The point centered on each space coordinate point counts of the space coordinate point in default hyperspace distance respectively Number；

The central point that the number of the space coordinate counted point is greater than the second default value is determined as system mode point；

Using health state of user corresponding to system mode point as system health status.

For example: in hyperspace coordinate system as shown in FIG. 6, the default multidimensional of space coordinate point (a1, b1, c1) is empty Between include 2 space coordinate points in distance d, and for space coordinate point (a2, b2, c2), space coordinate point (a3, b3, c3) with It is corresponding and in the default hyperspace distance d of space coordinate point (a1, b1, c1) including 2 space coordinate points The number for the space coordinate point for being included in default hyperspace distance d is less than 2, it is assumed that the second default value is 1, then empty Between coordinate points (a1, b1, c1) can be determined that system mode point.

It should be noted that a hyperspace distance is exactly a circle in two-dimensional space, in three dimensions, One hyperspace distance is a sphere, and a hyperspace distance in n-dimensional space is the entity of n dimension.

Also, during the determination of the system health status of this kind of mode, confidence level can be combined, such as: if one The number for the space coordinate point in default hyperspace distance put centered on space coordinate point is greater than the second default value, then will The sum of confidence level corresponding to space coordinate point in default hyperspace distance is compared with default value, if being still greater than second The space coordinate point put centered on this is then determined as system mode point by preset threshold.

It is emphasized that it is above-mentioned in the sound development track library constructed in advance, it searches with the active user's The specific implementation for the sound development track that sound development track matches is merely exemplary, should not constitute to this hair The restriction of bright embodiment.

It needs further exist for, it is emphasized that based on the sound development track in the sound development track library constructed in advance, at least It can also realize: (1) obtain and arrogated to oneself by same hospital or the sound development track of the user of medical treatment by statistical analysis Long disease, cure rate, medication is how many, expense, whether has the information such as side effect, and then is directly pushed to relevant user；(2) The ratio of the sound development track and the crowd in health status that can analyze the user in a certain specified region obtains certain The probability of illness outbreak and/or the probability of disappearance；(3) by the sound development track of storage user, to the case history of a large number of users, The state of health data that physical examination report, user upload carries out multi dimensional analysis, and external by specific data application client Analysis report is provided, government department, medical institutions, hospital, pharmaceutical manufacturer is supplied to, can be used for planning medical, Department arrangements, medicine Product, medical treatment production etc., be also used for instructing hospital, physical examination mechanism, body-building mechanism, pharmacy to open up reference.

Also, in specific implementation, scheme provided by the embodiment of the present invention can be based on cloud storage technology, such as: Hadoop, Google File System distributed computing technique are realized.Wherein, the most crucial design packet of the frame of Hadoop HDFS and MapReduce are included, HDFS provides storage for the data of magnanimity, and MapReduce is then provided simultaneously for the data of magnanimity Row calculates service ability.

Specifically, can will be in a large amount of small computers based on HDFS (Hadoop Distribute File System) Memory space be integrated into a big distributed storage space, 5000 computers may be implemented in existing open source HDFS software A distributed storage space is formed, there are the optimisation technique of oneself in many companies, and tens of thousands of computers may be implemented and form one Large-scale distributed memory space.In general, a user health development track occupies about 10,000,000 or so space, counted according to one Calculation machine configuration 2T memory space can provide the reliable memory of about 500G after distributed computing, and a computer can store The sound development track at 5 general-purpose families；20000 computers can store the sound development track of 1,000,000,000 users.

Specifically, MapReduce is a kind of distributed computing technology, it can be by the analysis for mass data, inquiry, meter The Task-decomposings such as calculation execute respectively at small task；Respectively execute after as a result, again passing by polymerization after, formed final Calculated result；Wherein, this ability of MapReduce is well suited for the analysis of the sound development track based on a large number of users, and by It is widely applied very much in MapReduce having been achieved in terms of internet search engine, is not the main contents of this programme, It is not described in detail here.

Corresponding to above method embodiment, the embodiment of the invention also provides a kind of health and fitness information processing systems, such as Fig. 2 institute Show, may include:

Sound development track obtains module 210, for obtaining the sound development track of active user；Wherein, described current The sound development track of user is determined based on the state of health data of the active user, when each point is one corresponding on track Between point, each time point corresponding health state of user, health state of user corresponding to each time point at least wraps It includes: the disease type once suffered from the disease, the disease type now suffered from the disease or healthy relevant marker information under the time point；

Track searching module 220 is matched, for searching and the current use in the sound development track library constructed in advance The sound development track that the sound development track at family matches；Wherein, sound development different in the library of the sound development track Track corresponds to different users；

Healthy pushed information generation module 230, for generating the health for being directed to the active user according to lookup result Pushed information；

Healthy pushed information pushing module 240, for healthy pushed information generated to be pushed to the active user.

Specifically, sound development track library is constructed constructed by module by track library；

Wherein, the track library building module constructs the process in sound development track library, comprising:

Obtain the state of health data of each user；Wherein, the state of health data includes at least the identity mark of user Know information, and, it once suffered from the disease information, now suffer from the disease at least one of information and health related information three；Wherein, described Once suffering from the disease information includes the disease type and sick time once suffered from the disease, and the information that now suffers from the disease includes the disease now suffered from the disease Sick type and sick time, the health related information include healthy relevant marker information and information collection time；It generates each The sound development track of user；Wherein, each is put a corresponding time point on track, each time point corresponding user Health status, health state of user corresponding to each time point include at least the disease class once suffered from the disease under the time point Type, the disease type now suffered from the disease or healthy relevant marker information, the time point includes sick time or information collection time；

In one implementation, the sound development track obtains module 210, may include:

Identification information obtaining unit, for obtaining the identification information of active user；

First sound development track acquiring unit, for the identification information based on the active user, in preparatory structure The sound development track of the active user is searched in the sound development track library built.

In another implementation, the sound development track obtains module 210, may include:

State of health data acquiring unit, for obtaining the state of health data of active user；

Second sound development track acquiring unit, for generating the current use based on acquired state of health data The sound development track at family.

In the first implementation, matching track searching module 220 may include:

First matching track searching unit, works as searching in the sound development track library constructed in advance comprising described The sound development track of health state of user corresponding to the disease type now suffered from the disease in the sound development track of preceding user.

In the second implementation, matching track searching module 220 may include:

First matching track searching unit, works as searching in the sound development track library constructed in advance comprising described The sound development track of health state of user corresponding to healthy relevant marker information in the sound development track of preceding user.

In the third implementation, matching track searching module 220 may include:

Third matches track searching unit, meets default phase for searching in the sound development track library constructed in advance Like the sound development track of condition；

It is described to meet default condition of similarity are as follows: for given trace X, if all or part of track of track X with it is described Similarity between the sound development track of active user is greater than preset threshold value, then track X meets default condition of similarity.

In one implementation, the healthy pushed information generation module 230 may include:

First healthy pushed information generation unit, for the sound development track of lookup result will to be used as to be determined as being directed to The healthy pushed information of the active user.

In another implementation, the healthy pushed information generation module 230 may include:

Second healthy pushed information generation unit, for user corresponding to the sound development track of lookup result will to be used as Identification information as be directed to the active user healthy pushed information.

Further, the state of health data can also include driving event, and the driving event is corresponding trouble The event that transfer is based on occurs between the temporally adjacent disease type of disease；

Correspondingly, the health pushed information generation module 230, may include:

Event statistics unit is driven, for statisticalling analyze the disease of user corresponding to the sound development track as lookup result The driving event that transfer is based on occurs for sick type；

Third health pushed information generation unit, for the obtained driving thing for meeting default pushing condition will to be statisticallyd analyze Part is as the healthy pushed information for being directed to the active user.

Specifically, the driving event includes: that nature transfer, particular medication, specific physiotherapy, physical training are controlled One for the treatment of, particular doctor treatment and particular hospital treatment are a variety of.

Secondly, passing through analysis the embodiment of the invention also provides another health and fitness information processing method and system to realize Specific healthy pushed information is pushed to user based on the state transinformation that the sound development track of multi-user is formed, thus Better meet the purpose of the demand of user.

It is emphasized that user described in the present embodiment can be the user in disease state, or have The user for being not in disease state of health and fitness information process demand, wherein in practical applications, the so-called disease state that is not in User is specifically as follows: the user of previous once illness, the user for extremely paying close attention to own health etc..Also, realize the present embodiment A kind of carrier of the functional software of provided health and fitness information processing method can be server, or terminal device；Tool Body, server can be the individual server or server cluster of network side, this is all reasonably, which kind of side specifically to be used Formula can be selected according to practical application；And terminal device can be placed in hospital or physical examination department have information input defeated The equipment of function and health and fitness information processing function out.

A kind of health and fitness information processing method provided by the embodiment of the present invention is introduced first below.As shown in figure 3, of the invention A kind of health and fitness information processing method provided by embodiment, may include steps of:

S301 obtains the sound development track of active user；

Obtain the identification information of active user；

Sound development in this kind of above-mentioned implementation, in the sound development track library that constructs in advance to each user Track is associated with identification information, therefore, after health and fitness information treatment process is opened, can obtain first active user's Then identification information from the sound development track library constructed in advance, searches the identification information institute of the active user Associated sound development track.It is understood that the privacy in order to guarantee each user, the identity letter of each user Breath can be with are as follows: the pet name that user voluntarily fills in, user is voluntarily to the ID number of server application, alternatively, server is based on user's The identification number that the personal information such as Real Name or ID card No. are automatically generated, alternatively, the register card number of hospital, case number Code, etc., this is all reasonable.Wherein, the building process about sound development track library subsequent will be described.

Obtain the state of health data of active user；

Obtain the identification information of active user；

S302 obtains the health state of user to be processed in the sound development track of the active user；

By in order to be determined to active user push based on the relevant state transinformation of health state of user Information, also, for a sound development track, the health state of user more than one for being included is therefore, available Health state of user to be processed in the sound development track of the active user.

Wherein, which can be health state of user or the user of the default of system setting The health state of user voluntarily requested, this is all reasonable；Also, the health state of user to be processed can be one or more It is a.It is understood that usually user more concerns and now suffers from the disease or the current subsequent institute's energy of healthy relevant marker information The state developed into, therefore, in practical applications, health state of user to be processed can be the disease type institute that now suffers from the disease Health state of user corresponding to corresponding health state of user or current healthy relevant marker information, is not limited to certainly This.

S303 searches shape corresponding to health state of user to be processed in the state transinformation library constructed in advance State transinformation；

Wherein, after the health state of user to be processed in the sound development track for obtaining the active user, Ke Yi In the state transinformation library constructed in advance, state transinformation corresponding to health state of user to be processed is searched, in turn Subsequent operation is executed based on the state transinformation searched.Wherein, state different in state transinformation library transfer Information corresponds to different types of disease or the other healthy index of correlation of different groups, and the state transinformation of each disease indicates should The driving event being based on and the driving event institute being based on are right when any two kinds of system health status of disease shift The transition probability answered, the state transinformation of each group of health index of correlation indicate any two germline of the group health index of correlation The transition probability that system health status shifts；Also, the state transinformation library is based on the sound development track constructed in advance Library constructs, and different sound development tracks corresponds to different users in the sound development track library.Specifically, driving event can be with It include: that nature transfer, particular medication, specific physiotherapy, physical training treatment, particular doctor treatment and particular hospital are controlled One for the treatment of is a variety of.Certainly, the state transinformation of each disease also may indicate that any two kinds of systems of the disease The number that health status is shifted based on a certain driving event.Wherein, subsequent that health is discussed in detail for the sake of being laid out and understanding The building process in building process and status information the transfer library of development track.

It is emphasized that the display form of state transinformation may include: state transition diagram, or, state-transition table, Certainly it is not limited thereto.For example, state transition diagram corresponding to a certain disease can be as shown in Figure 5, wherein system is strong Health state includes: system health status A, system health status B, system health status C and system health status D, wherein any The drive being based on by transition probability, number and the transition probability that oriented transfer occurs is indicated between two systems health status Dynamic event.

It is understood that system health status may include: two shapes of illness and recovery from illness for a disease State；Certainly, due to the typically multiple ranks of the extent of a disease, system health status may include: table Multiple states of bright illness severity.Also, the system health status of disease can also be passed through by artificial self-defining Specific algorithm statisticallys analyze the sound development track in the library of sound development track to determine, determines disease about by algorithm The mode of system health status is identical as the mode of system health status of disease determining in hereinbefore embodiment of the method, herein It does not repeat them here.Likewise, system health status can only include different numberical ranges for one group of health index of correlation Healthy relevant marker information；And since the healthy relevant marker information of a certain numberical range may be believed for the omen of a certain disease Breath, therefore, system health status may include the healthy relevant marker information and disease type of different numerical value, this is also reasonable 's.Also, the system health status of healthy index of correlation can be by artificial self-defining, can also be by being with calculate disease The similar algorithm of system health status carrys out computing system health status；It should be further noted that in practical applications, due to Healthy index of correlation is usually embodied with numeric form, for simple flow and unified standard on data, generallys use artificial setting Mode be that specific healthy index of correlation sets system health status.

S304 generates the healthy pushed information for being directed to the active user according to lookup result；

In the state transinformation library constructed in advance, the transfer of state corresponding to health state of user to be processed is searched After information, the healthy pushed information for being directed to the active user can be generated according to lookup result.

Specifically, in one implementation, described according to lookup result, the health that generation is directed to the active user pushes away It delivers letters breath, may include:

Using the state transinformation found as the healthy pushed information for being directed to the active user.

Based on this kind of mode, whole state transinformations is sent to the active user, which can be based on What the state transinformation was determined how to shift between each system health status, it is thus understood that the disease is relevant more Comprehensive state transinformation.

In another implementation, described according to lookup result, generate the health push letter for being directed to the active user It ceases, may include:

Based on the state transinformation found, the determining system health to match with health state of user to be processed State；

When the state transinformation found is the state transinformation of disease, by the system health determined Other system health status that state can be transferred to are shifted together with the driving event that transfer is based on occurs with corresponding Determine the probability is to be directed to the healthy pushed information of the active user；

When the state transinformation found is the state transinformation of healthy index of correlation, determined described Other system health status that system health status can be transferred to are determined as being directed to together with the transition probability shifted In the healthy pushed information of the active user.

Based on this kind of mode, which, which can understand, knows that system relevant to health state of user to be processed is strong Health state is transferred to the transinformation of other systems health status, relatively simple health and fitness information clearly useful to oneself.

Healthy pushed information generated is pushed to the active user by S305.

Wherein, after generating healthy pushed information, which can be pushed to the active user.

The present embodiment is constructed after getting the sound development track of active user based on sound development track library in advance State transinformation library in, search state transinformation corresponding to health state of user to be processed, and will be based on searching As a result the healthy pushed information push active user generated, is realized with this by analyzing the sound development track based on multi-user The state transinformation of formation to push specific healthy pushed information to the user, thus better meet the demand of user Purpose.

The building process of sound development track and the building process in status information transfer library is described below.

(1) building process in sound development track library may include:

Obtain the state of health data of each user；Wherein, the state of health data includes at least the identity mark of user Know information, and, it once suffered from the disease information, now suffer from the disease at least one of information and health related information three；Wherein, described Once suffering from the disease information includes the disease type and sick time once suffered from the disease, and the information that now suffers from the disease includes the disease now suffered from the disease Sick type and sick time, the health related information include healthy relevant marker information and information collection time；

Generate the sound development track of each user；Wherein, each puts corresponding time point on track, each when Between put a corresponding health state of user, health state of user corresponding to each time point included at least under the time point Once the disease type suffered from the disease, the disease type or healthy relevant marker information that now suffer from the disease, when the time point includes illness Between or the information collection time；

It should be noted that hereinbefore embodiment of the method describes the building process in sound development track library in detail, and The building process in the sound development track library in the present embodiment and the sound development track library in hereinbefore embodiment of the method Building process is identical, and this will not be repeated here.

(2) event being based on is shifted since building state transinformation library needs to use state, preferably for use Family pushes useful information, and therefore, state of health data can also include driving event, and driving event is corresponding sick time The event that transfer is based on occurs between adjacent disease type；The building process in the state transinformation library may include:

It is determined as system health status set by various diseases and is good for for system set by each group health index of correlation Health state；

Generate the transfer letter of state corresponding to state transinformation corresponding to various diseases and each group health index of correlation Breath, and state corresponding to state transinformation corresponding to various diseases generated and each group health index of correlation is shifted Information architecture is state transinformation library；

Wherein, the process for generating state transinformation corresponding to any one disease may include:

In the sound development track library constructed in advance, searching includes at least two user healths relevant to present illness The sound development track of state；

Match in determining found each sound development track with the system health status of the present illness Health state of user；

Between any two health state of user adjacent by time point in each sound development track determined The transfer occurred is determined as the transfer occurred between corresponding system health status, and determines the driving that the transfer is based on Event；

In turn, the driving event that transfer is based on occurs for any two system health status for counting present illness, and Transition probability corresponding to the driving event being based on；

Wherein, the process of state transinformation corresponding to any one group of health index of correlation is generated, comprising:

In the sound development track library constructed in advance, search comprising organizing healthy index of correlation relevant at least two to current The sound development track of a health state of user；

Determine the system health status in found each sound development track with the healthy index of correlation of current group The health state of user to match；

Between any two health state of user adjacent by time point in each sound development track determined The transfer occurred is determined as the transfer occurred between corresponding system health status；

In turn, the transition probability that the current any two system health status for organizing healthy index of correlation of statistics shifts.

Corresponding to above method embodiment, the embodiment of the invention also provides a kind of health and fitness information processing systems, such as Fig. 4 institute Show, may include:

Sound development track obtains module 410, for the sound development track for obtaining active user；Wherein, described The sound development track of active user determines that each point corresponds to one on track based on the state of health data of the active user A time point, each time point correspond to a health state of user, and health state of user corresponding to each time point is extremely It less include: the disease type once suffered from the disease, the disease type now suffered from the disease or the healthy relevant marker information under the time point；

Armed state determining module 420, it is to be processed in the sound development track for determining the active user Health state of user；

State transinformation searching module 430, it is described wait locate for searching in the state transinformation library constructed in advance State transinformation corresponding to the health state of user of reason；Wherein, state different in state transinformation library transfer Information corresponds to different types of disease or the other healthy index of correlation of different groups, and the state transinformation of each disease indicates should The driving event being based on and the driving event institute being based on are right when any two kinds of system health status of disease shift The transition probability answered, the state transinformation of each group of health index of correlation indicate any two germline of the group health index of correlation The transition probability that system health status shifts；Also, state transinformation library is based on the sound development rail constructed in advance Mark library constructs, and different sound development tracks corresponds to different users in the library of the sound development track；

Healthy pushed information generation module 440, for generating the health for being directed to the active user according to lookup result Pushed information；

Healthy pushed information pushing module 450, for healthy pushed information generated to be pushed to the active user.

Specifically, sound development track library is constructed constructed by module by track library, wherein

The process in track library building module building sound development track library, comprising:

The sound development track of each user is associated with identification information, generates sound development track library；

Correspondingly, the state of health data further include: driving event, the driving event are corresponding sick time phase The event that transfer is based on occurs between adjacent disease type；

State transinformation library is constructed constructed by module by transinformation library, wherein transinformation library structure Model the process in block building state transinformation library, comprising:

Wherein, the process of state transinformation corresponding to any one disease is generated, comprising:

It determines in found each sound development track and matches with the system health status of the present illness Health state of user；

In turn, the driving event that transfer is based on occurs for any two system health status for counting the present illness, And transition probability corresponding to the driving event being based on；

In turn, the transition probability that any two system health status of the present illness shifts is counted.

Specifically, the state of health data further include: the indices information unrelated with disease；

The system health status of any one disease is arranged by disease system health status setting unit；

Wherein, the process of the system health status of any one disease is arranged in the disease system health status setting unit Include:

Specifically, in the first implementation, the health pushed information generation module 440 may include:

First healthy pushed information generation unit, state transinformation for will be found is as working as described in being directed to The healthy pushed information of preceding user.

Specifically, in the second implementation, the health pushed information generation module 440 may include:

Matching unit, for based on the state transinformation found, the determining and user health shape to be processed The system health status that state matches；

Second healthy pushed information generation unit is shifted for working as the state that found state transinformation is disease When information, by other system health status that the system health status determined can be transferred to together with shifting The driving event and corresponding transition probability being based on are determined as being directed to the healthy pushed information of the active user；

Third health pushed information generation unit is healthy index of correlation for working as found state transinformation When state transinformation, other system health status that the system health status determined can be transferred to together with The transition probability shifted is determined as being directed to the healthy pushed information of the active user.

Specifically, the display form of the state transinformation includes: state transition diagram or state-transition table.

For system or Installation practice, since it is substantially similar to the method embodiment, so the comparison of description is simple Single, the relevent part can refer to the partial explaination of embodiments of method.

It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that There is also other identical elements in process, method, article or equipment including the element.

Those of ordinary skill in the art will appreciate that all or part of the steps in realization above method embodiment is can It is completed with instructing relevant hardware by program, the program can store in computer-readable storage medium, The storage medium designated herein obtained, such as: ROM/RAM, magnetic disk, CD.

The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention, are all contained in protection scope of the present invention It is interior.

Claims

1. a kind of health and fitness information processing method characterized by comprising

Obtain the sound development track of active user；Wherein, the sound development track of the active user is based on the current use The state of health data at family determines that each is put a corresponding time point on track, each time point, a corresponding user was strong Health state, health state of user corresponding to each time point include at least the disease class once suffered from the disease under the time point Type, the disease type now suffered from the disease or healthy relevant marker information；

In the sound development track library constructed in advance, the health to match with the sound development track of the active user is searched Development track；Wherein, sound development track different in the library of the sound development track corresponds to different users；

Healthy pushed information generated is pushed to the active user；

Wherein, the building process in sound development track library, comprising:

Obtain the state of health data of each user；Wherein, the identity that the state of health data includes at least user is believed Breath, and, it once suffered from the disease information, now suffer from the disease at least one of information and health related information three；Wherein, described once to suffer from Disease information includes the disease type and sick time once suffered from the disease, and the information that now suffers from the disease includes the disease class now suffered from the disease Type and sick time, the health related information include healthy relevant marker information and information collection time；

Generate the sound development track of each user；Wherein, each puts a corresponding time point, each time point on track A health state of user is corresponded to, health state of user corresponding to each time point includes at least the once trouble under the time point The disease type of disease, the disease type now suffered from the disease or healthy relevant marker information, the time point include sick time or The information collection time；

2. the method according to claim 1, wherein the sound development track for obtaining active user, comprising:

Obtain the identification information of active user；

Based on the identification information of the active user, the current use is searched in the sound development track library constructed in advance The sound development track at family；

Alternatively,

The sound development track for obtaining active user, comprising:

Obtain the state of health data of active user；

3. looking into the method according to claim 1, wherein described in the sound development track library constructed in advance Look for the sound development track to match with the sound development track of the active user, comprising:

In the sound development track library constructed in advance, searches and now suffered from the disease in the sound development track comprising the active user Disease type corresponding to health state of user sound development track；

Alternatively,

It is described in the sound development track library constructed in advance, search and match with the sound development track of the active user Sound development track, comprising:

In the sound development track library constructed in advance, it is related to search health in the sound development track comprising the active user The sound development track of health state of user corresponding to indication information；

Alternatively,

It is described to meet default condition of similarity are as follows: for given trace X, if all or part of track of track X and described current Similarity between the sound development track of user is greater than preset threshold value, then track X meets default condition of similarity.

4. generation is directed to described current the method according to claim 1, wherein described according to lookup result The healthy pushed information of user, comprising:

Sound development track as lookup result is determined as to be directed to the healthy pushed information of the active user；

Alternatively,

Using the identification information of user corresponding to the sound development track as lookup result as the current use The healthy pushed information at family.

5. described the method according to claim 1, wherein the state of health data further includes driving event Driving event is that the event that transfer is based on occurs between the adjacent disease type of corresponding sick time；

It is described according to lookup result, generate the healthy pushed information for being directed to the active user, comprising:

The drive that transfer is based on occurs for the disease type for statisticalling analyze user corresponding to the sound development track as lookup result Dynamic event；

The driving event for meeting default pushing condition that statistical analysis obtains is pushed away as the health for being directed to the active user It delivers letters breath；

Wherein, the driving event includes: nature transfer, particular medication, specific physiotherapy, physical training treatment, spy Determine one of medical treatment and particular hospital treatment or a variety of.

6. a kind of health and fitness information processing method characterized by comprising

Obtain the sound development track of active user；Wherein, the sound development track of the active user is based on the current use The state of health data at family determines that each is put a corresponding time point on track, each time point, a corresponding user was strong Health state, health state of user corresponding to each time point include at least: the disease class once suffered from the disease under the time point Type, the disease type now suffered from the disease or healthy relevant marker information；

In the state transinformation library constructed in advance, the transfer of state corresponding to the health state of user to be processed is searched Information；Wherein, state transinformation different in state transinformation library corresponds to different types of disease or different groups Healthy index of correlation, the state transinformation of each disease indicate the disease any two kinds of system health status occur turn Transition probability corresponding to the driving event being based on when shifting and the driving event being based on, each group of health index of correlation State transinformation indicates the transition probability that any two kinds of system health status of the group health index of correlation shift；And And state transinformation library is constructed based on the sound development track library constructed in advance, in the library of the sound development track not Same sound development track corresponds to different users；

Healthy pushed information generated is pushed to the active user.

7. according to the method described in claim 6, it is characterized in that, the building process in sound development track library, comprising:

Correspondingly, the state of health data further includes driving event, the driving event is that corresponding sick time is adjacent The event that transfer is based on occurs between disease type；

The building process in state transinformation library, comprising:

It is determined as system health status set by various diseases and for system health shape set by each group health index of correlation State；

State transinformation corresponding to state transinformation corresponding to various diseases and each group health index of correlation is generated, and By state transinformation corresponding to state transinformation corresponding to various diseases generated and each group health index of correlation It is configured to state transinformation library；

In the sound development track library constructed in advance, searching includes at least two health state of user relevant to present illness Sound development track；

Determine the use to match in found each sound development track with the system health status of the present illness Family health status；

It is sent out between any two health state of user adjacent by time point in each sound development track determined Raw transfer is determined as the transfer occurred between corresponding system health status, and determines the driving thing that the transfer is based on Part；

In the sound development track library constructed in advance, search comprising being used to current health index of correlation relevant at least two of organizing The sound development track of family health status；

Determine the system health status in found each sound development track with the current group of health index of correlation The health state of user to match；

It is sent out between any two health state of user adjacent by time point in each sound development track determined Raw transfer is determined as the transfer occurred between corresponding system health status；

In turn, the transition probability that any two system health status of the current group of health index of correlation shifts is counted.

8. the method according to the description of claim 7 is characterized in that the state of health data further include: unrelated with disease Indices information；

The setting up procedure of the system health status of any one disease includes:

Based on the sound development track library constructed in advance, the sound development comprising the relevant health state of user of present illness is searched Track；

Multidimensional information group corresponding to found sound development track is determined respectively, wherein each multidimensional information group pair Should have that user's corresponding to health state of user and the corresponding sound development track under a time point is unrelated with disease Analysis result corresponding to indices information；

The space coordinate point for representing determined multidimensional information group is labeled in hyperspace coordinate system, wherein the multidimensional Mark content of the disease type as a reference axis in space coordinates, different healthy indexs of correlation is as different coordinates The mark content of axis, in mark of the analysis result as a reference axis corresponding to the indices information unrelated with disease Hold, also, each reference axis is mutually orthogonal；

The point centered on each space coordinate point counts the number of the space coordinate point in default hyperspace distance respectively；

9. generation is directed to described current the method according to the description of claim 7 is characterized in that described according to lookup result The healthy pushed information of user, comprising:

Using the state transinformation found as the healthy pushed information for being directed to the active user；

Alternatively,

Based on the state transinformation found, the determining system health to match with the health state of user to be processed State；

When the state transinformation found is the state transinformation of disease, by the system health status determined The other system health status that can be transferred to shift the driving event being based on and corresponding transition probability together with generation It is determined as being directed to the healthy pushed information of the active user；

When the state transinformation found is the state transinformation of healthy index of correlation, by the system determined Other system health status that health status can be transferred to are determined as being directed to institute together with the transition probability shifted State the healthy pushed information of active user.

10. a kind of health and fitness information processing system characterized by comprising

Sound development track obtains module, for obtaining the sound development track of active user；Wherein, the active user's is strong Health development track determines that each puts a corresponding time point on track, often based on the state of health data of the active user One time point corresponding health state of user, health state of user corresponding to each time point include at least: this when Between put the lower disease type once suffered from the disease, the disease type now suffered from the disease or health relevant marker information；

Track searching module is matched, it is strong with the active user for searching in the sound development track library constructed in advance The sound development track that health development track matches；Wherein, sound development track pair different in the library of the sound development track Answer different users；

Healthy pushed information generation module, for according to lookup result, generating the health push letter for being directed to the active user Breath；

Healthy pushed information pushing module, for healthy pushed information generated to be pushed to the active user；

Wherein, sound development track library is constructed constructed by module by track library；

11. a kind of health and fitness information processing system characterized by comprising

Armed state determining module, the user health to be processed in sound development track for determining the active user State；

State transinformation searching module, for searching the use to be processed in the state transinformation library constructed in advance State transinformation corresponding to the health status of family；Wherein, state transinformation pair different in state transinformation library Different types of disease or the other healthy index of correlation of different groups, the state transinformation of each disease is answered to indicate the disease Turn corresponding to the driving event being based on and the driving event being based on when any two kinds of system health status shift Probability is moved, the state transinformation of each group of health index of correlation indicates any two kinds of system healths of the group health index of correlation The transition probability that state shifts；Also, state transinformation library is based on the sound development track library structure constructed in advance It builds, different sound development tracks corresponds to different users in the library of the sound development track；

12. system according to claim 11, which is characterized in that sound development track library constructs mould by track library Constructed by block, wherein

State transinformation library is constructed constructed by module by transinformation library, wherein the transinformation library constructs mould The process in block building state transinformation library, comprising:

13. system according to claim 11, which is characterized in that the state of health data further include: unrelated with disease Indices information；

Wherein, the process packet of the system health status of any one disease is arranged in the disease system health status setting unit It includes: