CN103955614A - Method and system for predicting psychological crisis - Google Patents
Method and system for predicting psychological crisis Download PDFInfo
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Abstract
The embodiment of the invention discloses a method and a system for predicting psychological crisis. The effectiveness and accuracy for psychological crisis prediction of an intervened object are improved, and a crisis intervenor can discover psychological crisis people in time and carries out crisis intervention on the psychological crisis people so as to help the psychological crisis people to regain the health. In the embodiment of the invention, the method comprises the following steps: prestoring the types of psychological crisis and website sets and/or key word sets corresponding to the types of psychological crisis; obtaining the Internet content browsed by all intervened objects in a preset period of time; analyzing the Internet content corresponding to each intervened object, and if the content accords with alarm conditions, alarming the crisis intervenor so that the crisis intervenor carries out crisis intervention on the intervened objects with psychological crisis, wherein the alarm conditions comprise that the websites corresponding to the content are one or more websites of the website sets, or the content contains one or more of the keyword sets.
Description
Technical field
The present invention relates to field of computer technology, relate in particular to a kind of mental crisis Forecasting Methodology and system.
Background technology
When individuality meet with significant problem or change make individuality feel to be difficult to solution, while being difficult to hold; balance will be broken; normal life is interfered; the anxiety of heart is constantly put aside; then there is the disorder of even thinking at a loss as to what to do and behavior; enter a kind of imbalance state, Here it is crisis state.That a kind of individual who is in crisis by transfer (or claim intervene object) self potential re-establishes or recovers the psychological consultation of psychological balance state and the technology for the treatment of crisis outburst from psychologic angle crisis Intervention; the fundamental purpose of psychological crisis intervention has two; the one, avoid self inflicted injury or injure other people, the 2nd, recover psychological balance and power.
Mental crisis all can hardly be avoided for everyone, and importantly, once when we run into this type of situation, the psychological crisis intervention measure that should actively coordinate government to implement, even initiatively tries to achieve help to marriage counselor, in order to spending as early as possible mental crisis.But the crowd in mental crisis generally can initiatively not try to achieve help to marriage counselor, and even, some mental crisis crowd does not also know to lay oneself open to mental crisis state.Mainly or by public organization such as taking the mode of questionnaire, government department or school etc. initiatively go to obtain the psychological condition of intervening object at present; then the intervention object in mental crisis is carried out to crisis Intervention, help to intervene object and recover mental health.
When intervening object when more, adopt the mode of questionnaire, the workload of questionnaire is large and poll cycle is long, cannot find in time for the object that has mental crisis, ageing poor; In addition, investigation result depends on the content design of questionnaire, owing to having certain subjectivity in the design of investigation content, adds that intervening object easily has to questionnaire the psychology of conflict, mismatches investigation, and authenticity and the validity of investigation result are lower.
Summary of the invention
The psychological problems of intervening object in prior art in order to know adopts the mode of questionnaire, and the investigation result which obtains is ageing poor, and authenticity and the validity of investigation result are lower.For the above-mentioned problems in the prior art, the embodiment of the present invention provides a kind of mental crisis Forecasting Methodology and system, improves efficiency and the accuracy found intervening object mental crisis.
First aspect present invention provides a kind of mental crisis Forecasting Methodology, can comprise:
The classification of pre-stored mental crisis, and the set of websites corresponding with every kind and/or keyword set;
Obtain the internet content that all intervention objects are browsed in Preset Time section;
Analyze internet content corresponding to each intervention object, if this content meets alarm conditions, to crisis Intervention person's alarm, so that crisis Intervention person carries out crisis Intervention to the intervention object that has mental crisis;
Wherein, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.
In the possible implementation of the first of first aspect, obtain the internet content of intervening object browse, comprising:
Capture the internet content of all intervention object browses from internet by network packet capturing technology.
In the possible implementation of the second of first aspect, described internet content comprises: the classification of website, web page contents, forum post content, intervene object the communicatee of internet, exchange one or more in content.
In the third possible implementation of first aspect, also comprise:
In described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions, if described number of times exceedes predetermined threshold value, carries out to the step of crisis Intervention person's alarm;
Otherwise, using this intervention object as paying close attention to object.
In the 4th kind of possible implementation of first aspect, also comprise:
For each mental crisis divided rank, and corresponding predetermined threshold value and alarm mode are set for each grade;
Concrete, when the number of times that the internet content of some pre-object browses meets alarm conditions exceedes predetermined threshold value corresponding to a certain grade, adopt alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.
In the 5th kind of possible implementation of first aspect, described method also comprises:
Store the internet content of the intervention object browse with mental crisis into first database.
In the 6th kind of possible implementation of first aspect, described method also comprises:
Store the information of the intervention object with mental crisis into second database.
Second aspect present invention provides a kind of mental crisis prognoses system, can comprise:
Storage unit, for storing the classification of mental crisis, and the set of websites corresponding with every kind and/or keyword set;
Information acquisition unit, the internet content of browsing in Preset Time section for obtaining all intervention objects;
Content analysis unit, for analyzing internet content corresponding to each intervention object;
Alarm Unit, while meeting alarm conditions for this content, to crisis Intervention person's alarm, so that crisis Intervention person carries out crisis Intervention to the intervention object that has mental crisis; Wherein, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.
In the possible implementation of the first of second aspect, described system also comprises:
Statistic unit, in described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions;
Trigger element, while exceeding predetermined threshold value, triggers Alarm Unit and carries out the step to crisis Intervention person's alarm for described number of times;
Indexing unit, while not exceeding predetermined threshold value for described number of times, this intervention object of mark is as paying close attention to object.
In the possible implementation of the second of second aspect, described system also comprises:
Setting unit, is used to each mental crisis divided rank, and corresponding predetermined threshold value and alarm mode is set for each grade;
Corresponding, Alarm Unit, when the number of times that also meets alarm conditions for intervening the internet content of object browse exceedes predetermined threshold value corresponding to a certain grade, adopts alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.
As can be seen from the above technical solutions, the embodiment of the present invention has the following advantages:
In the embodiment of the present invention; in advance mental crisis is carried out the division of classification; website and/or keyword and mental crisis classification are mapped; determine need to carry out the object of crisis Intervention time; utilize advanced Internet technology to obtain the internet content of intervening object browse; in the time that internet content comprises predetermined website and/or keyword; the probability that definite this intervention object has mental crisis is larger; send warning information to crisis Intervention person, so that carry out crisis Intervention to intervening object in time.In whole forecasting process, the subjectivity of questionnaire problem does not relate to, and the analysis of intervening object is carried out in its unwitting situation, does not rely on the subjectivity cooperation of intervening object, and analysis result has more objectivity and accuracy.Compared with the form of questionnaire, analytical cycle is shorter, and analysis result is ageing to increase.
Brief description of the drawings
Fig. 1 is the process flow diagram of a kind of mental crisis Forecasting Methodology embodiment 1 in the embodiment of the present invention;
Fig. 2 is the process flow diagram of a kind of mental crisis Forecasting Methodology embodiment 2 in the embodiment of the present invention;
Fig. 3 is the structural representation of a kind of mental crisis prognoses system embodiment 1 in the embodiment of the present invention;
Fig. 4 is the structural representation of a kind of mental crisis prognoses system embodiment 2 in the embodiment of the present invention.
Embodiment
The embodiment of the present invention provides a kind of mental crisis Forecasting Methodology and system, to improve the ageing and accuracy to mental crisis crowd prediction.
In order to make those skilled in the art person understand better the present invention program, below in conjunction with the accompanying drawing in the embodiment of the present invention, technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the embodiment of a part of the present invention, instead of whole embodiment.Based on the embodiment in the present invention, those of ordinary skill in the art, not making the every other embodiment obtaining under creative work prerequisite, should belong to the scope of protection of the invention.
Due to popularizing along with computer technology and Internet technology, online has become the one way of life mode of society, no matter be the crowd with mental crisis, still there is no the popular crowd of mental crisis, general all can be regular browse some computer websites, participate in the various forums of internet, pass through mail, chat tool is (such as QQ, MSN etc.) etc. network tool link up with extraneous, and in network world, people it is generally acknowledged that network environment is safer, with respect to the form that adopts questionnaire, be easier to reveal the most real emotion of heart, therefore, the embodiment of the present invention is utilized this feature, intervene the internet content of object browse based on computer technology analysis and determine whether it has mental crisis, improve actual effect and the accuracy of the discovery to mental crisis crowd.
Referring to Fig. 1, is the process flow diagram of a kind of mental crisis Forecasting Methodology embodiment 1 in the embodiment of the present invention, and the present embodiment can comprise:
The classification of S101, pre-stored mental crisis, and the set of websites corresponding with every kind and/or keyword set;
In the present embodiment; the classification of the mental crisis of dividing can be divided according to psychologic category; such as suicide, violence, autosadism etc.; all can from the process of mental crisis research in the past, sum up and draw for the website corresponding with each mental crisis classification and/or keyword; such as; the crowd in the past with mental crisis is interested in which website or which topic, therefrom determines corresponding set of websites and keyword set.For the crowd in varying environment; for the mental crisis of one species; website and keyword that may be corresponding can be different; such as the student of school, the employee of enterprise; their focus may be different, so, in practical operation; the division of website and keyword can specifically be set, and does not do concrete restriction here.
S102, obtain the internet content that all intervention objects are browsed in Preset Time section;
S103, analyze internet content corresponding to each intervention object, if this content meets alarm conditions, to crisis Intervention person's alarm.
In the present embodiment, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.The website that prestores is crossed in some pre-object browses or the content of access websites comprises default keyword; can predict that this intervention object exists mental crisis; the possibility with mental crisis is larger; then can, to crisis Intervention person's alarm, carry out crisis Intervention by crisis Intervention person to the intervention object that has mental crisis.
In the present embodiment; in advance mental crisis is carried out the division of classification; website and/or keyword and mental crisis classification are mapped; determine need to carry out the object of crisis Intervention time; utilize advanced Internet technology to obtain the internet content of intervening object browse, in the time that internet content comprises predetermined website and/or keyword, the probability that definite this intervention object has mental crisis is larger; send warning information to crisis Intervention person, can carry out crisis Intervention to intervening object in time.Due to the analysis of intervening object is carried out in its unwitting situation, do not rely on the subjectivity cooperation of intervening object, analysis result has more objectivity and accuracy.Compared with the form of questionnaire, analytical cycle is shorter, and analysis result is ageing to increase.Meanwhile, can avoid the blindness of questionnaire, make this programme have more specific aim, improve the efficiency of psychological crisis intervention, reduce the requirement to professional's quantity, reduce social management cost.
It will be understood by those skilled in the art that; in actual applications; do not have user's online of mental crisis to be strayed into certain website (belonging to website corresponding to mental crisis classification); or the thing of browsing out of curiosity some website also unavoidably can occur; obviously; as long as intervene that certain website is crossed in object browse or the content browsed comprises default key word and just described intervention object is predicted as to mental crisis object, obviously accuracy need raising.Therefore, in order further to improve the accuracy to mental crisis prediction, the embodiment of the present invention also provides a kind of mental crisis Forecasting Methodology embodiment 2, and with reference to the process flow diagram shown in figure 2, the present embodiment specifically can comprise the steps:
The classification of S201, pre-stored mental crisis, and the set of websites corresponding with every kind and/or keyword set;
The specific implementation of described step S201 can reference example 1 in associated description, repeat no more here.
S202, obtain the internet content that all intervention objects are browsed in Preset Time section;
Concrete, can Adoption Network packet capturing technology capture the internet content that all intervention objects are browsed in Preset Time section.In practical operation, can once capture internet content corresponding to all intervention objects, and then each intervention object is analyzed.
S203, analyze internet content corresponding to each intervention object, if this content meets alarm conditions, in described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions;
The described time period can be set by User Defined, is not construed as limiting here.
If the described number of times of S204 exceedes predetermined threshold value, to crisis Intervention person's alarm;
Described predetermined threshold value is arranged by User Defined, it will be appreciated by persons skilled in the art that described predetermined threshold value can not be too large, avoids omitting some intervention object in mental crisis state.
If the described number of times of S205 does not exceed predetermined threshold value, using this intervention object as paying close attention to object.
The number of times that meets alarm conditions for the internet content of browsing does not exceed the intervention object of described predetermined threshold value; in the present embodiment; set it as and pay close attention to object; can in the follow-up time, pay close attention to; reducing on the basis of false failure rate, avoiding omitting the intervention object in mental crisis state.
The technical scheme that the present embodiment provides; except bringing the beneficial effect of embodiment 1; further; for the analysis condition of internet content has done further restriction; the accuracy of mental crisis prediction can be further improved, and the situation of the intervention object in mental crisis state can be avoided to a certain extent omitting.
In addition; preferably; on the basis of embodiment 2; it can also be each mental crisis divided rank; and corresponding predetermined threshold value and alarm mode are set for each grade; when intervening the internet content of object browse and meet the number of times of alarm conditions while exceeding predetermined threshold value corresponding to a certain grade, adopt alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.Like this, in alarm mode, imply degree in the eye of intervening object mental crisis, for crisis Intervention person, can implement more targetedly crisis Intervention.
It should be noted that, in above-mentioned all embodiment, described internet content include but not limited to classification, web page contents, the forum of website post content, intervene object the communicatee of internet, exchange one or more in content.It will be understood by those skilled in the art that, due to the website of user's use or the difference of network tool, while specifically use, the internet content of analyzing is not limited to above-mentioned listed kind, in actual applications, can specifically divide again according to the character of concrete environment for use (such as the environment such as school, enterprise), no longer repeat here.
On the basis of embodiment 1 and embodiment 2, can further store the information of the intervention object in mental crisis into second database, the internet content of being browsed stores the first database into.Can, for this intervention object later stage crisis Intervention provides reference data, also can provide case reference for the crisis Intervention under identical mental crisis state in other environment simultaneously.
Above the mental crisis Forecasting Methodology in the embodiment of the present invention is described; below the mental crisis prognoses system in the embodiment of the present invention is described; referring to Fig. 3, is the structural representation of mental crisis prognoses system embodiment 1 in the embodiment of the present invention, and this system can comprise:
Storage unit 301, information acquisition unit 302, content analysis unit 303, Alarm Unit 304;
Described storage unit 301, for storing the classification of mental crisis, and the set of websites corresponding with every kind and/or keyword set;
Information acquisition unit 302, the internet content of browsing in Preset Time section for obtaining all intervention objects;
Content analysis unit 303, for analyzing internet content corresponding to each intervention object;
Alarm Unit 304, while meeting alarm conditions for this content, to crisis Intervention person's alarm, so that crisis Intervention person carries out crisis Intervention to the intervention object that has mental crisis; Wherein, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.
In the embodiment of the present invention, storage unit 301 is stored mental crisis classification and corresponding website and/or keyword, determine need to carry out the object of crisis Intervention time, information acquisition unit 302 utilizes advanced Internet technology to obtain the internet content of intervening object browse, by content analysis unit 303, it is analyzed, in the time that internet content comprises predetermined website and/or keyword, the probability that definite this intervention object has mental crisis is larger, Alarm Unit 304 sends warning information to crisis Intervention person, so that carry out crisis Intervention to intervening object in time.Due to the analysis of intervening object is carried out in its unwitting situation, do not rely on the subjectivity cooperation of intervening object, analysis result has more objectivity and accuracy.Compared with the form of questionnaire, analytical cycle is shorter, and analysis result is ageing to increase.Meanwhile, can avoid the blindness of questionnaire, make this programme have more specific aim, improve the efficiency of psychological crisis intervention, reduce the requirement to professional's quantity, reduce social management cost.
Further, refer to Fig. 4, for the structural representation of Psychological Intervention System embodiment 2 in the embodiment of the present invention, except unit shown in Fig. 3, this system can also comprise:
Statistic unit 401, in described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions;
Trigger element 402, while exceeding predetermined threshold value, triggers Alarm Unit and carries out the step to crisis Intervention person's alarm for described number of times;
Indexing unit 403, while not exceeding predetermined threshold value for described number of times, this intervention object of mark is as paying close attention to object.
Further, preferred, on the basis shown in Fig. 4, this system can also comprise:
Setting unit, is used to each mental crisis divided rank, and corresponding predetermined threshold value and alarm mode is set for each grade;
Corresponding, Alarm Unit, when the number of times that also meets alarm conditions for intervening the internet content of object browse exceedes predetermined threshold value corresponding to a certain grade, adopts alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.
In the present embodiment; on the basis of system embodiment 1; statistic unit 401 is in described Preset Time section; the internet content of adding up single intervention object browse meets the number of times of alarm conditions; in the time that described number of times exceedes predetermined threshold value; trigger element 402 triggers Alarm Unit to crisis Intervention person's alarm, reduces false failure rate, further improves the accuracy of prediction.Meanwhile, the intervention object tag that number of times is not exceeded predetermined threshold value by indexing unit 403 perpetual object of attaching most importance to, meanwhile, can avoid again omitting the situation of the intervention object in mental crisis state.
It should be noted that, in system embodiment 1 and embodiment 2, described internet content include but not limited to classification, web page contents, the forum of website post content, intervene object the communicatee of internet, exchange one or more in content.It will be understood by those skilled in the art that, due to the website of user's use or the difference of network tool, while specifically use, the internet content of analyzing is not limited to above-mentioned listed kind, in actual applications, can specifically divide again according to the character of concrete environment for use (such as the environment such as school, enterprise), no longer repeat here.
Simultaneously; in mental crisis prognoses system shown in Fig. 3 and Fig. 4, all can also comprise the first database and the second database; the second database can be stored the information of the intervention object in mental crisis, and the first database can be stored the internet content of intervening object browse in the second database.Provide reference data for intervening the crisis Intervention of object later stage, also can provide case reference for the crisis Intervention under identical mental crisis state in other environment simultaneously.
Those skilled in the art can be well understood to, and for convenience and simplicity of description, the specific works process of the system of foregoing description and unit, can, with reference to the corresponding process in preceding method embodiment, not repeat them here.
In the several embodiment that provide in the application, should be understood that disclosed system and method can be realized by another way.For example, system embodiment described above is only schematic, for example, the division of described unit, be only that a kind of logic function is divided, when actual realization, can have other dividing mode, for example multiple unit or assembly can in conjunction with or can be integrated into another system, or some features can ignore, or do not carry out.Another point, shown or discussed coupling each other or direct-coupling or communication connection can be by some interfaces, indirect coupling or the communication connection of device or unit can be electrically, machinery or other form.
In addition, the each functional unit in each embodiment of the present invention can be integrated in a processing unit, can be also that the independent physics of unit exists, and also can be integrated in a unit two or more unit.Above-mentioned integrated unit both can adopt the form of hardware to realize, and also can adopt the form of SFU software functional unit to realize.
If described integrated unit is realized and during as production marketing independently or use, can be stored in a computer read/write memory medium using the form of SFU software functional unit.Based on such understanding, the all or part of of the part that technical scheme of the present invention contributes to prior art in essence in other words or this technical scheme can embody with the form of software product, this computer software product is stored in a storage medium, comprise that some instructions (can be personal computers in order to make a computer equipment, server, or the network equipment etc.) carry out all or part of step of method described in each embodiment of the present invention.And aforesaid storage medium comprises: USB flash disk, portable hard drive, ROM (read-only memory) (ROM, Read-Only Memory), the various media that can be program code stored such as random access memory (RAM, Random Access Memory), magnetic disc or CD.
Term " first " in instructions of the present invention and claims and above-mentioned accompanying drawing, " second ", " the 3rd " " 4th " etc. (if existence) are for distinguishing similar object, and needn't be used for describing specific order or precedence.The data that should be appreciated that such use suitably can exchanged in situation, so that the embodiments described herein can be implemented with the order except the content of here diagram or description.In addition, term " comprises " and " having " and their any distortion, intention is to cover not exclusive comprising, for example, those steps or unit that process, method, system, product or the equipment that has comprised series of steps or unit is not necessarily limited to clearly list, but can comprise clearly do not list or for these processes, method, product or equipment intrinsic other step or unit.
The above, above embodiment only, in order to technical scheme of the present invention to be described, is not intended to limit; Although the present invention is had been described in detail with reference to previous embodiment, those of ordinary skill in the art is to be understood that: its technical scheme that still can record aforementioned each embodiment is modified, or part technical characterictic is wherein equal to replacement; And these amendments or replacement do not make the essence of appropriate technical solution depart from the spirit and scope of various embodiments of the present invention technical scheme.
Claims (10)
1. a mental crisis Forecasting Methodology, is characterized in that, comprising:
The classification of pre-stored mental crisis, and the set of websites corresponding with every kind and/or keyword set;
Obtain the internet content that all intervention objects are browsed in Preset Time section;
Analyze internet content corresponding to each intervention object, if this content meets alarm conditions, to crisis Intervention person's alarm, so that crisis Intervention person carries out crisis Intervention to the intervention object that has mental crisis;
Wherein, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.
2. method according to claim 1, is characterized in that, obtains the internet content of intervening object browse, comprising:
Capture the internet content of all intervention object browses from internet by network packet capturing technology.
3. method according to claim 1, is characterized in that, described internet content comprises: the classification of website, web page contents, forum post content, intervene object the communicatee of internet, exchange one or more in content.
4. method according to claim 1, is characterized in that, also comprises:
In described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions, if described number of times exceedes predetermined threshold value, carries out to the step of crisis Intervention person's alarm;
Otherwise, the perpetual object of this intervention object tag being attached most importance to.
5. method according to claim 4, is characterized in that, also comprises:
For each mental crisis divided rank, and corresponding predetermined threshold value and alarm mode are set for each grade;
Concrete, when the number of times that the internet content of some pre-object browses meets alarm conditions exceedes predetermined threshold value corresponding to a certain grade, adopt alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.
6. according to the method described in claim 1-5 any one, it is characterized in that, described method also comprises:
Store the internet content of the intervention object browse with mental crisis into first database.
7. according to the method described in claim 1-5 any one, it is characterized in that, described method also comprises:
Store the information of the intervention object with mental crisis into second database.
8. a mental crisis prognoses system, is characterized in that, described system comprises:
Storage unit, for storing the classification of mental crisis, and the set of websites corresponding with every kind and/or keyword set;
Information acquisition unit, the internet content of browsing in Preset Time section for obtaining all intervention objects;
Content analysis unit, for analyzing internet content corresponding to each intervention object;
Alarm Unit, while meeting alarm conditions for this content, to crisis Intervention person's alarm, so that crisis Intervention person carries out crisis Intervention to the intervention object that has mental crisis; Wherein, described alarm conditions comprise that website corresponding to this content is one or more in described set of websites, or this content comprises one or more in described keyword set.
9. system according to claim 8, is characterized in that, described system also comprises:
Statistic unit, in described Preset Time section, the internet content of adding up single intervention object browse meets the number of times of alarm conditions;
Trigger element, while exceeding predetermined threshold value, triggers Alarm Unit and carries out the step to crisis Intervention person's alarm for described number of times;
Indexing unit, while not exceeding predetermined threshold value for described number of times, this intervention object of mark is as paying close attention to object.
10. system according to claim 9, is characterized in that, described system also comprises:
Setting unit, is used to each mental crisis divided rank, and corresponding predetermined threshold value and alarm mode is set for each grade;
Corresponding, Alarm Unit, when the number of times that also meets alarm conditions for intervening the internet content of object browse exceedes predetermined threshold value corresponding to a certain grade, adopts alarm mode corresponding to described a certain grade to crisis Intervention person's alarm.
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