CN104317574B - Method and device for identifying application program type - Google Patents
Method and device for identifying application program type Download PDFInfo
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- CN104317574B CN104317574B CN201410522641.3A CN201410522641A CN104317574B CN 104317574 B CN104317574 B CN 104317574B CN 201410522641 A CN201410522641 A CN 201410522641A CN 104317574 B CN104317574 B CN 104317574B
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Abstract
The invention provides a method and a device for identifying application program types, wherein the method for identifying the application program types comprises the steps of acquiring a first group of application programs, wherein the first group of application programs are the application programs belonging to the same group as the application program to be identified; judging whether an application program with a known type and a package name similar to that of the application program to be identified exists in the first group of application programs; and if so, determining the type of the application program to be identified according to the type of the application program with the similarity. The method can realize the identification of the type of the application program.
Description
Technical field
The present invention relates to technical field of data processing, more particularly to a kind of method and apparatus of recognition application type.
Background technology
In the storage of active user's mobile phone, because the development specifications of application is improper, cause a large amount of memory spaces by hash
Take, cause phone memory insufficient, data storage is all in tumble, it is therefore desirable to clear up more hashes, release is more
More memory spaces.When clearing up hash need that the application program of UNKNOWN TYPE is identified, to use corresponding means
Cleared up.
The content of the invention
It is contemplated that at least solves one of technical problem in correlation technique to a certain extent.
Therefore, it is an object of the present invention to propose a kind of method of recognition application type, this method can be real
Now to the identification of Application Type.
It is another object of the present invention to propose a kind of device of recognition application type.
To reach above-mentioned purpose, on the one hand, the method for the recognition application type that the embodiment of the present invention proposes, including：
Obtain first group of application program, first group of application program is to belong to same group of application journey with the application program to be identified
Sequence；Judge to whether there is known to type in first group of application program, and the application program to be identified described in Bao Mingyu
Bag name has the application program of similarity；If it does, according to the type of the application program with similarity, it is determined that described
The type for the application program to be identified.
The method for the recognition application type that the embodiment of the present invention proposes, by obtaining and the application program category to be identified
In same group of application program, and the bag name of application program known to the type in same group of the application program determines to want
The classification of the application program of identification, it is possible to achieve the identification to Application Type.
To reach above-mentioned purpose, on the other hand, the device for the recognition application type that the embodiment of the present invention proposes, bag
Include：First acquisition module, for obtaining first group of application program, first group of application program is and the application program to be identified
Belong to same group of application program；First judge module, for judging to have whether there is type in first group of application program
Know, and the bag name for the application program to be identified described in Bao Mingyu has the application program of similarity；First determining module, is used for
If the judged result that first judge module obtains is to exist, according to the type of the application program with similarity,
It is determined that the type of the application program to be identified.
The device for the recognition application type that the embodiment of the present invention proposes, by obtaining and the application program category to be identified
In same group of application program, and the bag name of application program known to the type in same group of the application program determines to want
The classification of the application program of identification, it is possible to achieve the identification to Application Type.
To reach above-mentioned purpose, another aspect, the mobile device that the embodiment of the present invention proposes, including：Housing, processor,
Memory, circuit board and power circuit, wherein, circuit board is placed in the interior volume that housing surrounds, and processor and memory are set
Put on circuit boards；Power circuit, for each circuit or the device power supply for mobile device；Memory is executable for storing
Program code；The executable program code that processor is stored by reading in memory is corresponding with executable program code to run
Program, for perform following steps：First group of application program is obtained, first group of application program is answered with what is identified
Belong to same group of application program with program；Judge to whether there is known to type in first group of application program, and bag name
There is the application program of similarity with the bag name of the application program to be identified；If it does, there is similarity according to described
Application program type, it is determined that the type of the application program to be identified.
The mobile device that the embodiment of the present invention proposes, belong to same group of application with the application program to be identified by obtaining
Program, and the bag name of application program known to the type in same group of the application program determines the application program to be identified
Classification, it is possible to achieve the identification to Application Type.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and it is readily appreciated that, wherein：
Fig. 1 is the schematic flow sheet of the embodiment of method one of recognition application type of the present invention；
Fig. 2 is the schematic flow sheet of another embodiment of method of recognition application type of the present invention；
Fig. 3 is the structural representation of the embodiment of device one of recognition application type of the present invention；
Fig. 4 is the structural representation of another embodiment of device of recognition application type of the present invention.
Embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
The embodiment of figure description is exemplary, is only used for explaining the present invention, and is not considered as limiting the invention.On the contrary, this
All changes that the embodiment of invention includes falling into the range of the spirit and intension of attached claims, modification and equivalent
Thing.
Fig. 1 is the schematic flow sheet of the embodiment of method one of recognition application type of the present invention, and this method includes：
S11：First group of application program is obtained, first group of application program is to belong to same with the application program to be identified
The application program of group.
Wherein it is possible to obtain the bag name of application program, then the Bao Mingzhong of application program Part I is determined, by first
Point identical application program is defined as same group of application program.
Optionally, first group of application program of the acquisition, including：
The Bao Mingzhong of application program Part I is determined, the Part I is used to be grouped；
By the Part I identical application program of Part I and the application program to be identified, it is defined as described the
One group of application program.
Optionally, the Part I for determining the Bao Mingzhong, including：
Determine the bag name by the separated hop count of separator；
If the hop count is less than or equal to predetermined threshold value, select the Bao Mingzhong by the separator it is separated first
Part I described in Duan Zuowei；Or
If the hop count is more than the predetermined threshold value, the first paragraph separated by the separator of the Bao Mingzhong is selected
With second segment as the Part I.
Optionally, the separator is period.
Optionally, the predetermined threshold value is 2.
For example, obtained from bag name-application name-application type database per a data, by bag name therein according to point
Number (' ') section, if the hop count after section is less than or equal to 2 sections, ' ' separated first paragraph is selected as Part I, if
Hop count after section is more than 2 sections, then select ' ' separated first two sections are used as Part I.
Specifically such as, the bag name of reading includes：Appinventor.ai_fcatalar, appinventor.ai_estimccc
And appinventor.ai_esethac, due to being 2 by ' ' separated hop count, then take one section before first paragraph, that is, ' '
As Part I, because the Part I (i.e. appinventor) of above three bag name is identical, then above three bag name is same
One group of application program.
In another example the bag name of reading includes：Avm.androiddukkan.mhm, avm.androiddukkan.hsn and
Avm.androiddukkan.bsn, due to being 3 by ' ' separated hop count, then before taking first paragraph and second segment, that is, ' '
Two sections are used as Part I, because the Part I (i.e. avm.androiddukkan) of above three bag name is identical, then above-mentioned three
Individual bag name is same group of application program.
S12：Judge to whether there is known to type in first group of application program, and what is identified described in Bao Mingyu answers
There is the application program of similarity with the bag name of program.
Wherein, in the every a data read in bag name-application name-application type database, meeting corresponding record bag name,
Application name and application type, if application type corresponding to a bag name is known, the application program of bag name instruction
Type be it is known, otherwise, if application type corresponding to bag name is blank, the bag name instruction application program type
It is unknown.
Optionally, the application program with the application program to be identified bag name with similarity, including：
Part II and the Part II of the bag name of the application program to be identified have sequentially identical character, described
Part II is parts of the Bao Mingzhong in addition to the Part I.
For example, it is assumed that the bag name for the application program to be identified is appinventor.ai_esethac, according to foregoing description
Dividing mode, Part II refers to the segmentation after ' ', due to appinventor.ai_estimccc Part II (i.e.
Ai_estimccc) exist and appinventor.ai_esethac (i.e. ai_esethac) Part II sequentially identical word
Symbol, and appinventor.ai_fcatalar Part II (i.e. ai_fcatalar) there is also with appinventor.ai_
Esethac (i.e. ai_esethac) Part II sequentially identical character, therefore, appinventor.ai_estimccc refers to
The application program for application program and the appinventor.ai_fcatalar instruction shown all is and appinventor.ai_
The application program of esethac instructions has the application program of similarity.
S13：If it does, according to the type of the application program with similarity, it is determined that the application to be identified
The type of program.
Optionally, the type of the application program with similarity described in the basis, it is determined that the application journey to be identified
The type of sequence, including：
The first application program is selected from the application program with similarity, wherein, first application program
Bag name Part II and the application program to be identified bag name Part II sequentially identical character number most
It is more；
By the type of first application program, it is defined as the type of the application program to be identified.
For example, it is assumed that apply class corresponding to appinventor.ai_estimccc and appinventor.ai_fcatalar
Type is all known, due to appinventor.ai_estimccc Part II and appinventor.ai_esethac
The number of Part II sequentially identical character, Part II than appinventor.ai_estimccc with
The number of appinventor.ai_esethac Part II sequentially identical character is more, therefore, in this case, first
Application program refers to the application program of appinventor.ai_estimccc instructions, it may be determined that appinventor.ai_
The application type of the application program of esethac instructions is the application of the application program of appinventor.ai_estimccc instructions
Type.
On the other hand, if there is no the application program with similarity, then first group of application program is obtained
The application program of middle known type；
According to the application program of the known type, it is determined that the type of the application program to be identified.
Optionally, the application program according to the known type, it is determined that the type of the application program to be identified,
Including：
Determine ratio of the application program of every kind of known type in the other applications；
The maximum type of ratio is defined as to the type of the application program to be identified.
For example, the bag name for the application program to be identified is avm.androiddukkan.mhm, with the application program to be identified
The bag name for belonging to the application program of same group of known type is avm.androiddukkan.hsn respectively,
Avm.androiddukkan.bsn and avm.androiddukkan.bsp, according to above-mentioned dividing mode, due to
Avm.androiddukkan.hsn, avm.androiddukkan.bsn and avm.androiddukkan.bsp Part II
All be not present with avm.androiddukkan.mhm sequentially identical characters, therefore, belong to same with the application program to be identified
Being not present in the application program of group has the application program of similarity with the application program to be identified, at this point it is possible to by known class
The maximum type of ratio is defined as the type for the application program to be identified in type, for example, avm.androiddukkan.hsn is corresponding
Type be the first kind, type corresponding to avm.androiddukkan.bsn and avm.androiddukkan.bsp is second
Type, because the ratio of Second Type is bigger than the ratio of the first kind, then it can determine the application program to be identified (i.e.
Avm.androiddukkan.mhm instruction application program) type be Second Type.
The present embodiment belongs to same group of application program by obtaining with the application program to be identified, and according to this same group
Application program in type known to the bag name of application program determine the classification of the application program to be identified, it is possible to achieve it is corresponding
With the identification of Program Type.Further, after the type of application program is identified, can be handled accordingly, so as to
To clear up more hashes, more memory spaces are discharged.
Fig. 2 is the schematic flow sheet of another embodiment of method of recognition application type of the present invention, and this method includes：
S21：Read a data in bag name-application name-application type database.
Wherein, can be with the bag name of corresponding record application program in the memory space of mobile phone by taking mobile phone as an example, application name and should
With type, the database of the corresponding record above-mentioned parameter is properly termed as bag name-application name-application type database, from the data
The a data read in storehouse includes the bag name of an application program, application name and application type.
S22：When the type of the data is unknown, it is the application to be identified to determine application program corresponding to the data
Program.
Wherein, there can be above three parameter in a data of reading, when the value of application type is blank, then show
The application type of application program is unknown corresponding to the bag name, it may be determined that it is the application program to be identified.
S23：Whether judge the Bao Mingzhong for the application program to be identified has the vocabulary of identity type, if so, S24 is performed,
Otherwise S25 is performed.
Wherein, the vocabulary of identity type refers to the vocabulary that type can be directly determined according to the vocabulary, for example, mark class
The vocabulary of type is：Or .film etc.mp3.
S24：The type that the vocabulary identifies is defined as to the type of the application program to be identified.S29 is performed afterwards.
For example, when Bao Mingzhong includes ' .mp3 ', it may be determined that its type is music types.
S25：First group of application program is obtained, first group of application program is to belong to same with the application program to be identified
The application program of group.
For example, bag name is pressed ' ' section, if the hop count after cutting is less than or equal to 2, is obtained according to the first paragraph after cutting
Take and belong to same group of application program with the application program to be identified, if the hop count after cutting is less than or equal to 2, according to cutting
Preceding two sections of acquisitions afterwards belong to same group of application program with the application program to be identified.
Specifically such as, the bag name of reading includes：Appinventor.ai_fcatalar, appinventor.ai_estimccc
And appinventor.ai_esethac, due to being 2 by ' ' separated hop count, then take one section before first paragraph, that is, ' '
As Part I, because the Part I (i.e. appinventor) of above three bag name is identical, then above three bag name is same
One group of application program.
In another example the bag name of reading includes：Avm.androiddukkan.mhm, avm.androiddukkan.hsn and
Avm.androiddukkan.bsn, due to being 3 by ' ' separated hop count, then before taking first paragraph and second segment, that is, ' '
Two sections are used as Part I, because the Part I (i.e. avm.androiddukkan) of above three bag name is identical, then above-mentioned three
Individual bag name is same group of application program.
S26：Judge to whether there is known to type in first group of application program, and what is identified described in Bao Mingyu answers
There is the application program of similarity with the bag name of program, if so, performing S27, otherwise perform S28.
Wherein, in the every a data read in bag name-application name-application type database, meeting corresponding record bag name,
Application name and application type, if application type corresponding to a bag name is known, the application program of bag name instruction
Type be it is known, otherwise, if application type corresponding to bag name is blank, the bag name instruction application program type
It is unknown.
Optionally, the application program with the application program to be identified bag name with similarity, including：
Part II and the Part II of the bag name of the application program to be identified have sequentially identical character, described
Part II is parts of the Bao Mingzhong in addition to the Part I.
For example, it is assumed that the bag name for the application program to be identified is appinventor.ai_esethac, according to foregoing description
Dividing mode, Part II refers to the segmentation after ' ', due to appinventor.ai_estimccc Part II (i.e.
Ai_estimccc) exist and appinventor.ai_esethac (i.e. ai_esethac) Part II sequentially identical word
Symbol, and appinventor.ai_fcatalar Part II (i.e. ai_fcatalar) there is also with appinventor.ai_
Esethac (i.e. ai_esethac) Part II sequentially identical character, therefore, appinventor.ai_estimccc refers to
The application program for application program and the appinventor.ai_fcatalar instruction shown all is and appinventor.ai_
The application program of esethac instructions has the application program of similarity.
S27：According to the type of the application program with similarity, it is determined that the class of the application program to be identified
Type.S29 is performed afterwards.
Optionally, the type of the application program with similarity described in the basis, it is determined that the application journey to be identified
The type of sequence, including：
The first application program is selected from the application program with similarity, wherein, first application program
Bag name Part II and the application program to be identified bag name Part II sequentially identical character number most
It is more；
By the type of first application program, it is defined as the type of the application program to be identified.
For example, it is assumed that apply class corresponding to appinventor.ai_estimccc and appinventor.ai_fcatalar
Type is all known, due to appinventor.ai_estimccc Part II and appinventor.ai_esethac
The number of Part II sequentially identical character, Part II than appinventor.ai_estimccc with
The number of appinventor.ai_esethac Part II sequentially identical character is more, therefore, in this case, first
Application program refers to the application program of appinventor.ai_estimccc instructions, it may be determined that appinventor.ai_
The application type of the application program of esethac instructions is the application of the application program of appinventor.ai_estimccc instructions
Type.
S28：The application program of known type in first group of application program is obtained, according to the application of the known type
Program, it is determined that the type of the application program to be identified.
Optionally, the application program according to the known type, it is determined that the type of the application program to be identified,
Including：
Determine ratio of the application program of every kind of known type in the other applications；
The maximum type of ratio is defined as to the type of the application program to be identified.
For example, the bag name for the application program to be identified is avm.androiddukkan.mhm, with the application program to be identified
The bag name for belonging to the application program of same group of known type is avm.androiddukkan.hsn respectively,
Avm.androiddukkan.bsn and avm.androiddukkan.bsp, according to above-mentioned dividing mode, due to
Avm.androiddukkan.hsn, avm.androiddukkan.bsn and avm.androiddukkan.bsp Part II
All be not present with avm.androiddukkan.mhm sequentially identical characters, therefore, belong to same with the application program to be identified
Being not present in the application program of group has the application program of similarity with the application program to be identified, at this point it is possible to by known class
The maximum type of ratio is defined as the type for the application program to be identified in type, for example, avm.androiddukkan.hsn is corresponding
Type be the first kind, type corresponding to avm.androiddukkan.bsn and avm.androiddukkan.bsp is second
Type, because the ratio of Second Type is bigger than the ratio of the first kind, then it can determine the application program to be identified (i.e.
Avm.androiddukkan.mhm instruction application program) type be Second Type.
S29：Read lower a data, perform can repeat S22-29 until every a data in database all by
It is treated.
The present embodiment belongs to same group of application program by obtaining with the application program to be identified, and according to this same group
Application program in type known to the bag name of application program determine the classification of the application program to be identified, it is possible to achieve it is corresponding
With the identification of Program Type.In addition, when the vocabulary of identity type be present, class can be determined according to the vocabulary of the identity type
Type, realize the diversity for determining type fashion.Further, after the type of application program is identified, can carry out corresponding
Processing, for example, garbage files and Stub File are cleared up using respective type cleaning rule, so as to clear up more useless numbers
According to discharging more memory spaces.
Fig. 3 is the structural representation of the embodiment of device one of recognition application type of the present invention, and the device 30 includes the
One acquisition module 31, the first judge module 32 and the first determining module 33.
First acquisition module 31 is used to obtain first group of application program, and first group of application program is answered with what is identified
Belong to same group of application program with program；
Optionally, include referring to Fig. 4, first acquisition module 31：
First module 311, the Part I of the Bao Mingzhong for determining application program, the Part I are used to be grouped；
Second unit 312, for by the Part I identical application of Part I and the application program to be identified
Program, it is defined as first group of application program.
Optionally, the first module 311 is specifically used for：
Determine the bag name by the separated hop count of separator；
If the hop count is less than or equal to predetermined threshold value, select the Bao Mingzhong by the separator it is separated first
Part I described in Duan Zuowei；Or
If the hop count is more than the predetermined threshold value, the first paragraph separated by the separator of the Bao Mingzhong is selected
With second segment as the Part I.
Optionally, the separator is period.
Optionally, the predetermined threshold value is 2.
For example, obtained from bag name-application name-application type database per a data, by bag name therein according to point
Number (' ') section, if the hop count after section is less than or equal to 2 sections, ' ' separated first paragraph is selected as Part I, if
Hop count after section is more than 2 sections, then select ' ' separated first two sections are used as Part I.
Specifically such as, the bag name of reading includes：Appinventor.ai_fcatalar, appinventor.ai_estimccc
And appinventor.ai_esethac, due to being 2 by ' ' separated hop count, then take one section before first paragraph, that is, ' '
As Part I, because the Part I (i.e. appinventor) of above three bag name is identical, then above three bag name is same
One group of application program.
In another example the bag name of reading includes：Avm.androiddukkan.mhm, avm.androiddukkan.hsn and
Avm.androiddukkan.bsn, due to being 3 by ' ' separated hop count, then before taking first paragraph and second segment, that is, ' '
Two sections are used as Part I, because the Part I (i.e. avm.androiddukkan) of above three bag name is identical, then above-mentioned three
Individual bag name is same group of application program.
First judge module 32 is used to judge to whether there is known to type in first group of application program, and Bao Mingyu
The bag name of the application program to be identified has the application program of similarity；
Wherein, in the every a data read in bag name-application name-application type database, meeting corresponding record bag name,
Application name and application type, if application type corresponding to a bag name is known, the application program of bag name instruction
Type be it is known, otherwise, if application type corresponding to bag name is blank, the bag name instruction application program type
It is unknown.
Optionally, first judge module 32 is specifically used for the bag by Part II and the application program to be identified
The Part II of name has sequentially application program corresponding to the bag name of identical character, is defined as and the application journey to be identified
The bag name of sequence has the application program of similarity, and the Part II is portions of the Bao Mingzhong in addition to the Part I
Point.
For example, it is assumed that the bag name for the application program to be identified is appinventor.ai_esethac, according to foregoing description
Dividing mode, Part II refers to the segmentation after ' ', due to appinventor.ai_estimccc Part II (i.e.
Ai_estimccc) exist and appinventor.ai_esethac (i.e. ai_esethac) Part II sequentially identical word
Symbol, and appinventor.ai_fcatalar Part II (i.e. ai_fcatalar) there is also with appinventor.ai_
Esethac (i.e. ai_esethac) Part II sequentially identical character, therefore, appinventor.ai_estimccc refers to
The application program for application program and the appinventor.ai_fcatalar instruction shown all is and appinventor.ai_
The application program of esethac instructions has the application program of similarity.
If it is to exist that the first determining module 33, which is used for the judged result that first judge module obtains, according to the tool
There is the type of the application program of similarity, it is determined that the type of the application program to be identified.
Optionally, first determining module 33 is specifically used for：
The first application program is selected from the application program with similarity, wherein, first application program
Bag name Part II and the application program to be identified bag name Part II sequentially identical character number most
It is more；
By the type of first application program, it is defined as the type of the application program to be identified.
For example, it is assumed that apply class corresponding to appinventor.ai_estimccc and appinventor.ai_fcatalar
Type is all known, due to appinventor.ai_estimccc Part II and appinventor.ai_esethac
The number of Part II sequentially identical character, Part II than appinventor.ai_estimccc with
The number of appinventor.ai_esethac Part II sequentially identical character is more, therefore, in this case, first
Application program refers to the application program of appinventor.ai_estimccc instructions, it may be determined that appinventor.ai_
The application type of the application program of esethac instructions is the application of the application program of appinventor.ai_estimccc instructions
Type.
In another embodiment, referring to Fig. 4, the device 30 also includes：
Second determining module 34, if being to be not present for the judged result that first judge module 32 obtains, obtain
The application program of known type in first group of application program；According to the application program of the known type, it is determined that described will
The type of the application program of identification.
Optionally, second determining module 34 is specifically used for：
Determine ratio of the application program of every kind of known type in the other applications；
The maximum type of ratio is defined as to the type of the application program to be identified.
For example, the bag name for the application program to be identified is avm.androiddukkan.mhm, with the application program to be identified
The bag name for belonging to the application program of same group of known type is avm.androiddukkan.hsn respectively,
Avm.androiddukkan.bsn and avm.androiddukkan.bsp, according to above-mentioned dividing mode, due to
Avm.androiddukkan.hsn, avm.androiddukkan.bsn and avm.androiddukkan.bsp Part II
All be not present with avm.androiddukkan.mhm sequentially identical characters, therefore, belong to same with the application program to be identified
Being not present in the application program of group has the application program of similarity with the application program to be identified, at this point it is possible to by known class
The maximum type of ratio is defined as the type for the application program to be identified in type, for example, avm.androiddukkan.hsn is corresponding
Type be the first kind, type corresponding to avm.androiddukkan.bsn and avm.androiddukkan.bsp is second
Type, because the ratio of Second Type is bigger than the ratio of the first kind, then it can determine the application program to be identified (i.e.
Avm.androiddukkan.mhm instruction application program) type be Second Type.
In another embodiment, referring to Fig. 4, the device 30 also includes：
Second acquisition module 35, for obtaining the bag name of the application program to be identified；
Wherein, can be with the bag name of corresponding record application program in the memory space of mobile phone by taking mobile phone as an example, application name and should
With type, the database of the corresponding record above-mentioned parameter is properly termed as bag name-application name-application type database, from the data
The a data read in storehouse includes the bag name of an application program, application name and application type.
Second judge module 36, for judge the Bao Mingzhong whether have identity type vocabulary, so as to without
When obtain first group of application program；
Wherein, the vocabulary of identity type refers to the vocabulary that type can be directly determined according to the vocabulary, for example, mark class
The vocabulary of type is：Or .film etc.mp3.
3rd determining module 37, the judged result for being obtained in second judge module 36 be with when, will described in
The type of vocabulary mark is defined as the type of the application program to be identified.
For example, when Bao Mingzhong includes ' .mp3 ', it may be determined that its type is music types.
In another embodiment, referring to Fig. 4, the device 30 also includes：
Read module 38, for reading data from database, when the type of the data is unknown, determine the number
It is the application program to be identified according to corresponding application program, wherein, per data corresponding record application program in the database
Bag name, application name and type.
Wherein, there can be above three parameter in a data of reading, when the value of application type is blank, then show
The application type of application program is unknown corresponding to the bag name, it may be determined that it is the application program to be identified.
The present embodiment belongs to same group of application program by obtaining with the application program to be identified, and according to this same group
Application program in type known to the bag name of application program determine the classification of the application program to be identified, it is possible to achieve it is corresponding
With the identification of Program Type.In addition, when the vocabulary of identity type be present, class can be determined according to the vocabulary of the identity type
Type, realize the diversity for determining type fashion.Further, after the type of application program is identified, can carry out corresponding
Processing, for example, garbage files and Stub File are cleared up using respective type cleaning rule, so as to clear up more useless numbers
According to discharging more memory spaces.
The embodiment of the present invention additionally provides a kind of mobile device, the movement end equipment include housing, processor, memory,
Circuit board and power circuit, wherein, circuit board is placed in the interior volume that housing surrounds, and processor and memory are arranged on circuit
On plate；Power circuit, for each circuit or the device power supply for mobile device；Memory is used to store executable program generation
Code；The executable program code that processor is stored by reading in memory runs journey corresponding with executable program code
Sequence, for performing following steps：
S11’：First group of application program is obtained, first group of application program is to belong to same with the application program to be identified
One group of application program.
Wherein it is possible to obtain the bag name of application program, then the Bao Mingzhong of application program Part I is determined, by first
Point identical application program is defined as same group of application program.
Optionally, first group of application program of the acquisition, including：
The Bao Mingzhong of application program Part I is determined, the Part I is used to be grouped；
By the Part I identical application program of Part I and the application program to be identified, it is defined as described the
One group of application program.
Optionally, the Part I for determining the Bao Mingzhong, including：
Determine the bag name by the separated hop count of separator；
If the hop count is less than or equal to predetermined threshold value, select the Bao Mingzhong by the separator it is separated first
Part I described in Duan Zuowei；Or
If the hop count is more than the predetermined threshold value, the first paragraph separated by the separator of the Bao Mingzhong is selected
With second segment as the Part I.
Optionally, the separator is period.
Optionally, the predetermined threshold value is 2.
For example, obtained from bag name-application name-application type database per a data, by bag name therein according to point
Number (' ') section, if the hop count after section is less than or equal to 2 sections, ' ' separated first paragraph is selected as Part I, if
Hop count after section is more than 2 sections, then select ' ' separated first two sections are used as Part I.
Specifically such as, the bag name of reading includes：Appinventor.ai_fcatalar, appinventor.ai_estimccc
And appinventor.ai_esethac, due to being 2 by ' ' separated hop count, then take one section before first paragraph, that is, ' '
As Part I, because the Part I (i.e. appinventor) of above three bag name is identical, then above three bag name is same
One group of application program.
In another example the bag name of reading includes：Avm.androiddukkan.mhm, avm.androiddukkan.hsn and
Avm.androiddukkan.bsn, due to being 3 by ' ' separated hop count, then before taking first paragraph and second segment, that is, ' '
Two sections are used as Part I, because the Part I (i.e. avm.androiddukkan) of above three bag name is identical, then above-mentioned three
Individual bag name is same group of application program.
S12’：Judge to whether there is known to type in first group of application program, and to be identified described in Bao Mingyu
The bag name of application program has the application program of similarity.
Wherein, in the every a data read in bag name-application name-application type database, meeting corresponding record bag name,
Application name and application type, if application type corresponding to a bag name is known, the application program of bag name instruction
Type be it is known, otherwise, if application type corresponding to bag name is blank, the bag name instruction application program type
It is unknown.
Optionally, the application program with the application program to be identified bag name with similarity, including：
Part II and the Part II of the bag name of the application program to be identified have sequentially identical character, described
Part II is parts of the Bao Mingzhong in addition to the Part I.
For example, it is assumed that the bag name for the application program to be identified is appinventor.ai_esethac, according to foregoing description
Dividing mode, Part II refers to the segmentation after ' ', due to appinventor.ai_estimccc Part II (i.e.
Ai_estimccc) exist and appinventor.ai_esethac (i.e. ai_esethac) Part II sequentially identical word
Symbol, and appinventor.ai_fcatalar Part II (i.e. ai_fcatalar) there is also with appinventor.ai_
Esethac (i.e. ai_esethac) Part II sequentially identical character, therefore, appinventor.ai_estimccc refers to
The application program for application program and the appinventor.ai_fcatalar instruction shown all is and appinventor.ai_
The application program of esethac instructions has the application program of similarity.
S13’：If it does, according to the type of the application program with similarity, it is determined that the application to be identified
The type of program.
Optionally, the type of the application program with similarity described in the basis, it is determined that the application journey to be identified
The type of sequence, including：
The first application program is selected from the application program with similarity, wherein, first application program
Bag name Part II and the application program to be identified bag name Part II sequentially identical character number most
It is more；
By the type of first application program, it is defined as the type of the application program to be identified.
For example, it is assumed that apply class corresponding to appinventor.ai_estimccc and appinventor.ai_fcatalar
Type is all known, due to appinventor.ai_estimccc Part II and appinventor.ai_esethac
The number of Part II sequentially identical character, Part II than appinventor.ai_estimccc with
The number of appinventor.ai_esethac Part II sequentially identical character is more, therefore, in this case, first
Application program refers to the application program of appinventor.ai_estimccc instructions, it may be determined that appinventor.ai_
The application type of the application program of esethac instructions is the application of the application program of appinventor.ai_estimccc instructions
Type.
On the other hand, if there is no the application program with similarity, then first group of application program is obtained
The application program of middle known type；
According to the application program of the known type, it is determined that the type of the application program to be identified.
Optionally, the application program according to the known type, it is determined that the type of the application program to be identified,
Including：
Determine ratio of the application program of every kind of known type in the other applications；
The maximum type of ratio is defined as to the type of the application program to be identified.
For example, the bag name for the application program to be identified is avm.androiddukkan.mhm, with the application program to be identified
The bag name for belonging to the application program of same group of known type is avm.androiddukkan.hsn respectively,
Avm.androiddukkan.bsn and avm.androiddukkan.bsp, according to above-mentioned dividing mode, due to
Avm.androiddukkan.hsn, avm.androiddukkan.bsn and avm.androiddukkan.bsp Part II
All be not present with avm.androiddukkan.mhm sequentially identical characters, therefore, belong to same with the application program to be identified
Being not present in the application program of group has the application program of similarity with the application program to be identified, at this point it is possible to by known class
The maximum type of ratio is defined as the type for the application program to be identified in type, for example, avm.androiddukkan.hsn is corresponding
Type be the first kind, type corresponding to avm.androiddukkan.bsn and avm.androiddukkan.bsp is second
Type, because the ratio of Second Type is bigger than the ratio of the first kind, then it can determine the application program to be identified (i.e.
Avm.androiddukkan.mhm instruction application program) type be Second Type.
The present embodiment belongs to same group of application program by obtaining with the application program to be identified, and according to this same group
Application program in type known to the bag name of application program determine the classification of the application program to be identified, it is possible to achieve it is corresponding
With the identification of Program Type.Further, after the type of application program is identified, can be handled accordingly, so as to
To clear up more hashes, more memory spaces are discharged.
In another embodiment, executable program code that processor is stored by reading in memory runs and can perform
Program corresponding to program code, for performing following steps：
S21’：Read a data in bag name-application name-application type database.
Wherein, can be with the bag name of corresponding record application program in the memory space of mobile phone by taking mobile phone as an example, application name and should
With type, the database of the corresponding record above-mentioned parameter is properly termed as bag name-application name-application type database, from the data
The a data read in storehouse includes the bag name of an application program, application name and application type.
S22’：When the type of the data is unknown, determine application program corresponding to the data be to be identified should
Use program.
Wherein, there can be above three parameter in a data of reading, when the value of application type is blank, then show
The application type of application program is unknown corresponding to the bag name, it may be determined that it is the application program to be identified.
S23’：Whether have the vocabulary of identity type, if so, performing if judging the Bao Mingzhong for the application program to be identified
S24 ', otherwise perform S25 '.
Wherein, the vocabulary of identity type refers to the vocabulary that type can be directly determined according to the vocabulary, for example, mark class
The vocabulary of type is：Or .film etc.mp3.
S24’：The type that the vocabulary identifies is defined as to the type of the application program to be identified.Perform afterwards
S29’。
For example, when Bao Mingzhong includes ' .mp3 ', it may be determined that its type is music types.
S25’：First group of application program is obtained, first group of application program is to belong to same with the application program to be identified
One group of application program.
For example, bag name is pressed ' ' section, if the hop count after cutting is less than or equal to 2, is obtained according to the first paragraph after cutting
Take and belong to same group of application program with the application program to be identified, if the hop count after cutting is less than or equal to 2, according to cutting
Preceding two sections of acquisitions afterwards belong to same group of application program with the application program to be identified.
Specifically such as, the bag name of reading includes：Appinventor.ai_fcatalar, appinventor.ai_estimccc
And appinventor.ai_esethac, due to being 2 by ' ' separated hop count, then take one section before first paragraph, that is, ' '
As Part I, because the Part I (i.e. appinventor) of above three bag name is identical, then above three bag name is same
One group of application program.
In another example the bag name of reading includes：Avm.androiddukkan.mhm, avm.androiddukkan.hsn and
Avm.androiddukkan.bsn, due to being 3 by ' ' separated hop count, then before taking first paragraph and second segment, that is, ' '
Two sections are used as Part I, because the Part I (i.e. avm.androiddukkan) of above three bag name is identical, then above-mentioned three
Individual bag name is same group of application program.
S26’：Judge to whether there is known to type in first group of application program, and to be identified described in Bao Mingyu
The bag name of application program has the application program of similarity, if so, performing S27 ', otherwise performs S28 '.
Wherein, in the every a data read in bag name-application name-application type database, meeting corresponding record bag name,
Application name and application type, if application type corresponding to a bag name is known, the application program of bag name instruction
Type be it is known, otherwise, if application type corresponding to bag name is blank, the bag name instruction application program type
It is unknown.
Optionally, the application program with the application program to be identified bag name with similarity, including：
Part II and the Part II of the bag name of the application program to be identified have sequentially identical character, described
Part II is parts of the Bao Mingzhong in addition to the Part I.
For example, it is assumed that the bag name for the application program to be identified is appinventor.ai_esethac, according to foregoing description
Dividing mode, Part II refers to the segmentation after ' ', due to appinventor.ai_estimccc Part II (i.e.
Ai_estimccc) exist and appinventor.ai_esethac (i.e. ai_esethac) Part II sequentially identical word
Symbol, and appinventor.ai_fcatalar Part II (i.e. ai_fcatalar) there is also with appinventor.ai_
Esethac (i.e. ai_esethac) Part II sequentially identical character, therefore, appinventor.ai_estimccc refers to
The application program for application program and the appinventor.ai_fcatalar instruction shown all is and appinventor.ai_
The application program of esethac instructions has the application program of similarity.
S27’：According to the type of the application program with similarity, it is determined that the class of the application program to be identified
Type.S29 ' is performed afterwards.
Optionally, the type of the application program with similarity described in the basis, it is determined that the application journey to be identified
The type of sequence, including：
The first application program is selected from the application program with similarity, wherein, first application program
Bag name Part II and the application program to be identified bag name Part II sequentially identical character number most
It is more；
By the type of first application program, it is defined as the type of the application program to be identified.
For example, it is assumed that apply class corresponding to appinventor.ai_estimccc and appinventor.ai_fcatalar
Type is all known, due to appinventor.ai_estimccc Part II and appinventor.ai_esethac
The number of Part II sequentially identical character, Part II than appinventor.ai_estimccc with
The number of appinventor.ai_esethac Part II sequentially identical character is more, therefore, in this case, first
Application program refers to the application program of appinventor.ai_estimccc instructions, it may be determined that appinventor.ai_
The application type of the application program of esethac instructions is the application of the application program of appinventor.ai_estimccc instructions
Type.
S28’：The application program of known type in first group of application program is obtained, according to answering for the known type
With program, it is determined that the type of the application program to be identified.
Optionally, the application program according to the known type, it is determined that the type of the application program to be identified,
Including：
Determine ratio of the application program of every kind of known type in the other applications；
The maximum type of ratio is defined as to the type of the application program to be identified.
For example, the bag name for the application program to be identified is avm.androiddukkan.mhm, with the application program to be identified
The bag name for belonging to the application program of same group of known type is avm.androiddukkan.hsn respectively,
Avm.androiddukkan.bsn and avm.androiddukkan.bsp, according to above-mentioned dividing mode, due to
Avm.androiddukkan.hsn, avm.androiddukkan.bsn and avm.androiddukkan.bsp Part II
All be not present with avm.androiddukkan.mhm sequentially identical characters, therefore, belong to same with the application program to be identified
Being not present in the application program of group has the application program of similarity with the application program to be identified, at this point it is possible to by known class
The maximum type of ratio is defined as the type for the application program to be identified in type, for example, avm.androiddukkan.hsn is corresponding
Type be the first kind, type corresponding to avm.androiddukkan.bsn and avm.androiddukkan.bsp is second
Type, because the ratio of Second Type is bigger than the ratio of the first kind, then it can determine the application program to be identified (i.e.
Avm.androiddukkan.mhm instruction application program) type be Second Type.
S29’：Lower a data is read, execution can repeat S22 ' -29 ' up to every a data in database
It is all processed.
The present embodiment belongs to same group of application program by obtaining with the application program to be identified, and according to this same group
Application program in type known to the bag name of application program determine the classification of the application program to be identified, it is possible to achieve it is corresponding
With the identification of Program Type.In addition, when the vocabulary of identity type be present, class can be determined according to the vocabulary of the identity type
Type, realize the diversity for determining type fashion.Further, after the type of application program is identified, can carry out corresponding
Processing, for example, garbage files and Stub File are cleared up using respective type cleaning rule, so as to clear up more useless numbers
According to discharging more memory spaces.
It should be noted that in the description of the invention, term " first ", " second " etc. are only used for describing purpose, without
It is understood that to indicate or implying relative importance.In addition, in the description of the invention, unless otherwise indicated, the implication of " multiple "
It is two or more.
Any process or method described otherwise above description in flow chart or herein is construed as, and represents to include
Module, fragment or the portion of the code of the executable instruction of one or more the step of being used to realize specific logical function or process
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, including according to involved function by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned
In embodiment, software that multiple steps or method can be performed in memory and by suitable instruction execution system with storage
Or firmware is realized.If, and in another embodiment, can be with well known in the art for example, realized with hardware
Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal
Discrete logic, have suitable combinational logic gate circuit application specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are appreciated that to realize all or part of step that above-described embodiment method carries
Suddenly it is that by program the hardware of correlation can be instructed to complete, described program can be stored in a kind of computer-readable storage medium
In matter, the program upon execution, including one or a combination set of the step of embodiment of the method.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing module, can also
That unit is individually physically present, can also two or more units be integrated in a module.Above-mentioned integrated mould
Block can both be realized in the form of hardware, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized in the form of software function module and as independent production marketing or in use, can also be stored in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only storage, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description
Point is contained at least one embodiment or example of the present invention.In this manual, to the schematic representation of above-mentioned term not
Necessarily refer to identical embodiment or example.Moreover, specific features, structure, material or the feature of description can be any
One or more embodiments or example in combine in an appropriate manner.
Although embodiments of the invention have been shown and described above, it is to be understood that above-described embodiment is example
Property, it is impossible to limitation of the present invention is interpreted as, one of ordinary skill in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, changed, replacing and modification.
Claims (20)
- A kind of 1. method of recognition application type, it is characterised in that including：Obtain first group of application program, first group of application program is to belong to same group of application with the application program to be identified Program, wherein, the bag name of application program is obtained, the Bao Mingzhong of application program Part I is determined, by described first Point identical application program is defined as same group of application program；Judge to whether there is known to type in first group of application program, and the application program to be identified described in Bao Mingyu Bag name has the application program of similarity, wherein, there is the application journey of similarity with the bag name of the application program to be identified Sequence, including the Part II of the bag name of the application program and the Part II of the bag name of the application program to be identified have Sequentially identical character, the Part II are parts of the Bao Mingzhong in addition to the Part I；If it does, according to the type of the application program with similarity, it is determined that the class of the application program to be identified Type.
- 2. according to the method for claim 1, it is characterised in that the Part I for determining the Bao Mingzhong, including：Determine the bag name by the separated hop count of separator；If the hop count is less than or equal to predetermined threshold value, the first paragraph separated by the separator of the Bao Mingzhong is selected to make For the Part I；OrIf the hop count is more than the predetermined threshold value, the first paragraph separated by the separator and of the Bao Mingzhong is selected Two sections of conduct Part I.
- 3. according to the method for claim 2, it is characterised in that the separator is period.
- 4. according to the method for claim 2, it is characterised in that the predetermined threshold value is 2.
- 5. according to the method for claim 1, it is characterised in that the class of the application program with similarity described in the basis Type, it is determined that the type of the application program to be identified, including：The first application program is selected from the application program with similarity, wherein, the bag of first application program The number of the Part II of Part II and the bag name of the application program to be identified of name sequentially identical character is most；By the type of first application program, it is defined as the type of the application program to be identified.
- 6. according to the method for claim 1, it is characterised in that also include：If there is no the application program with similarity, then obtain known type in first group of application program should Use program；According to the application program of the known type, it is determined that the type of the application program to be identified.
- 7. according to the method for claim 6, it is characterised in that the application program according to the known type, it is determined that The type of the application program to be identified, including：Determine ratio of the application program of every kind of known type in the other applications；The maximum type of ratio is defined as to the type of the application program to be identified.
- 8. according to the method for claim 1, it is characterised in that also include：The bag name for the application program to be identified described in acquisition；Judge the Bao Mingzhong whether have identity type vocabulary, so as to without when obtain first group of application program；If it has, the type that the vocabulary identifies then is defined as to the type of the application program to be identified.
- 9. according to the method described in claim any one of 1-8, it is characterised in that also include：Data are read from database, when the type of the data is unknown, determine that application program corresponding to the data is The application program to be identified, wherein, per the bag name of data corresponding record application program, application name and class in the database Type.
- A kind of 10. device of recognition application type, it is characterised in that including：First acquisition module, for obtaining first group of application program, first group of application program is and the application journey to be identified Sequence belongs to same group of application program, wherein, first acquisition module obtains the bag name of application program, determines described to apply journey The Bao Mingzhong of sequence Part I, the Part I identical application program is defined as same group of application program；First judge module, for judging to whether there is known to type, and described in Bao Mingyu in first group of application program The bag name for the application program to be identified has the application program of similarity, wherein, first judge module is used to that journey will to be applied The Part II of the bag name of the Part II of the bag name of sequence and the application program to be identified is with sequentially identical character Application program corresponding to bag name, it is defined as the application program that there is similarity with the bag name of the application program to be identified, institute It is parts of the Bao Mingzhong in addition to the Part I to state Part II；First determining module, if being to exist for the judged result that first judge module obtains, there is phase according to described Like the type of the application program of degree, it is determined that the type of the application program to be identified.
- 11. device according to claim 10, it is characterised in that first acquisition module includes：First module, the Part I of the Bao Mingzhong for determining application program, the Part I are used to be grouped；Second unit, for by the Part I identical application program of Part I and the application program to be identified, really It is set to first group of application program.
- 12. device according to claim 10, it is characterised in that the first module is specifically used for：Determine the bag name by the separated hop count of separator；If the hop count is less than or equal to predetermined threshold value, the first paragraph separated by the separator of the Bao Mingzhong is selected to make For the Part I；OrIf the hop count is more than the predetermined threshold value, the first paragraph separated by the separator and of the Bao Mingzhong is selected Two sections of conduct Part I.
- 13. device according to claim 12, it is characterised in that the separator is period.
- 14. device according to claim 12, it is characterised in that the predetermined threshold value is 2.
- 15. device according to claim 10, it is characterised in that first determining module is specifically used for：The first application program is selected from the application program with similarity, wherein, the bag of first application program The number of the Part II of Part II and the bag name of the application program to be identified of name sequentially identical character is most；By the type of first application program, it is defined as the type of the application program to be identified.
- 16. device according to claim 10, it is characterised in that also include：Second determining module, if being to be not present for the judged result that first judge module obtains, obtain described first The application program of known type in group application program；According to the application program of the known type, it is determined that it is described to be identified should With the type of program.
- 17. device according to claim 16, it is characterised in that second determining module is specifically used for：Determine ratio of the application program of every kind of known type in the other applications；The maximum type of ratio is defined as to the type of the application program to be identified.
- 18. device according to claim 11, it is characterised in that also include：Second acquisition module, for obtaining the bag name of the application program to be identified；Second judge module, for judge the Bao Mingzhong whether have identity type vocabulary, so as to without when obtain First group of application program；3rd determining module, the judged result for being obtained in second judge module be with when, the vocabulary is identified Type be defined as the type of the application program to be identified.
- 19. according to the device described in claim any one of 11-18, it is characterised in that also include：Read module, for reading data from database, when the type of the data is unknown, determine that the data are corresponding Application program be the application program to be identified, wherein, the bag name in the database per data corresponding record application program, Application name and type.
- A kind of 20. mobile device, it is characterised in that including：Housing, processor, memory, circuit board and power circuit, wherein, Circuit board is placed in the interior volume that housing surrounds, and processor and memory are set on circuit boards；Power circuit, for for move Each circuit or the device power supply of dynamic equipment；Memory is used to store executable program code；Processor is by reading memory The executable program code of middle storage runs program corresponding with executable program code, for performing following steps：Obtain first group of application program, first group of application program is to belong to same group of application with the application program to be identified Program, wherein, the bag name of application program is obtained, the Bao Mingzhong of application program Part I is determined, by described first Point identical application program is defined as same group of application program；Judge to whether there is known to type in first group of application program, and the application program to be identified described in Bao Mingyu Bag name has the application program of similarity, wherein, there is the application journey of similarity with the bag name of the application program to be identified Sequence, including the Part II of the bag name of the application program and the Part II of the bag name of the application program to be identified have Sequentially identical character, the Part II are parts of the Bao Mingzhong in addition to the Part I；If it does, according to the type of the application program with similarity, it is determined that the class of the application program to be identified Type.
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| CN201410522641.3A CN104317574B (en) | 2014-09-30 | 2014-09-30 | Method and device for identifying application program type |
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| CN201410522641.3A CN104317574B (en) | 2014-09-30 | 2014-09-30 | Method and device for identifying application program type |
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| CN106293779B (en) * | 2015-05-11 | 2019-11-08 | 广州爱九游信息技术有限公司 | A kind of method and device identifying application installation package |
| CN106294378A (en) * | 2015-05-18 | 2017-01-04 | 腾讯科技（深圳）有限公司 | Application and identification method and device |
| CN106294218B (en) * | 2015-05-19 | 2019-10-25 | 腾讯科技（深圳）有限公司 | A kind of type of terminal applies determines method and device |
| CN105426401B (en) * | 2015-10-30 | 2019-06-04 | 成都狮之吼科技有限公司 | A kind of method and system for the garbage files that cleaning application program generates |
| CN105867935A (en) * | 2016-04-13 | 2016-08-17 | 周奇 | Application management method and device |
| CN107506031B (en) * | 2017-08-16 | 2020-03-31 | 歌尔科技有限公司 | VR application program identification method and electronic equipment |
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| CN102750482A (en) * | 2012-06-20 | 2012-10-24 | 东南大学 | Detection method for repackage application in android market |
| CN102801709A (en) * | 2012-06-28 | 2012-11-28 | 北京奇虎科技有限公司 | Phishing website identification system and method |
| CN103473346A (en) * | 2013-09-24 | 2013-12-25 | 北京大学 | Android re-packed application detection method based on application programming interface |
| CN103617393A (en) * | 2013-11-28 | 2014-03-05 | 北京邮电大学 | Method for mobile internet malicious application software detection based on support vector machines |
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102750482A (en) * | 2012-06-20 | 2012-10-24 | 东南大学 | Detection method for repackage application in android market |
| CN102801709A (en) * | 2012-06-28 | 2012-11-28 | 北京奇虎科技有限公司 | Phishing website identification system and method |
| CN103473346A (en) * | 2013-09-24 | 2013-12-25 | 北京大学 | Android re-packed application detection method based on application programming interface |
| CN103617393A (en) * | 2013-11-28 | 2014-03-05 | 北京邮电大学 | Method for mobile internet malicious application software detection based on support vector machines |
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