CN107038051A - A kind of BIOS configuration items recommend method and device - Google Patents
A kind of BIOS configuration items recommend method and device Download PDFInfo
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- CN107038051A CN107038051A CN201710289674.1A CN201710289674A CN107038051A CN 107038051 A CN107038051 A CN 107038051A CN 201710289674 A CN201710289674 A CN 201710289674A CN 107038051 A CN107038051 A CN 107038051A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/445—Program loading or initiating
- G06F9/44505—Configuring for program initiating, e.g. using registry, configuration files
- G06F9/4451—User profiles; Roaming
Abstract
The application provides a kind of BIOS configuration items and recommends method and device, and methods described includes：It is determined that carrying out the target association rule used when BIOS configuration items are recommended；BIOS configuration items to be recommended are determined according to target association rule；BIOS configuration item recommendations are carried out according to the configuration item to be recommended.The difficulty of BIOS configurations can be reduced using the embodiment of the present application, the efficiency of BIOS configurations is improved.
Description
Technical field
The application is related to network communication technology field, more particularly to a kind of BIOS configuration items recommend method and device.
Background technology
BIOS (Basic Input Output System, basic input output system) is one group and is cured in computer
Program on mainboard on ROM (Read-Only Memory, a read-only storage) chip, its in store computer is most important
Substantially self-check program and system self-triggered program after the program of input and output, start, it can be from CMOS (Complementary
Metal Oxide Semiconductor, complementary metal oxide semiconductor) in read-write system set specifying information.It is led
It is to provide the bottom, most direct hardware setting and control for computer to want function.
The content of the invention
The application provides a kind of BIOS configuration items and recommends method and device, is matched somebody with somebody with solving BIOS in existing BIOS allocation plans
Put the problem of difficulty is high, efficiency is low.
Method is recommended there is provided a kind of BIOS configuration items according to the first aspect of the embodiment of the present application, including：
It is determined that carrying out the target association rule used when BIOS configuration items are recommended；
BIOS configuration items to be recommended are determined according to target association rule；
BIOS configuration item recommendations are carried out according to the configuration item to be recommended.
According to the second aspect of the embodiment of the present application there is provided a kind of BIOS configuration items recommendation apparatus, including：
First determining unit, for the target association rule for determining use when BIOS configuration items are recommended；
Second determining unit, for determining BIOS configuration items to be recommended according to target association rule；
Recommendation unit, for carrying out BIOS configuration item recommendations according to the configuration item to be recommended.
It is regular by the target association for determining use when BIOS configuration items are recommended using the embodiment of the present application, and root
BIOS configuration items to be recommended are determined according to target association rule, and then BIOS configuration item recommendations are carried out according to configuration item to be recommended,
The difficulty of BIOS configurations is reduced, the efficiency of BIOS configurations is improved.
Brief description of the drawings
Fig. 1 is a kind of configuration diagram for BIOS configuration items commending system that the embodiment of the present application is provided；
Fig. 2 is the schematic flow sheet that a kind of BIOS configuration items that the embodiment of the present application is provided recommend method；
Fig. 3 is a kind of structural representation for BIOS configuration items recommendation apparatus that the embodiment of the present application is provided；
Fig. 4 is the structural representation for another BIOS configuration items recommendation apparatus that the embodiment of the present application is provided；
Fig. 5 is the structural representation for another BIOS configuration items recommendation apparatus that the embodiment of the present application is provided；
Fig. 6 is the structural representation for another BIOS configuration items recommendation apparatus that the embodiment of the present application is provided；
Fig. 7 is the structural representation for another BIOS configuration items recommendation apparatus that the embodiment of the present application is provided.
Embodiment
Traditional configuration BIOS mode substantially has four kinds：(1) in BIOS Setup (installation) interface modification；(2) will
BIOS configuration files are placed in BIOS Flash (flash memory), are loaded when BIOS is restarted；(3) BIOS configuration files are placed on BMC
In the Flash of (Baseboard Management Controller, baseboard management controller), BIOS reads and added from BMC
Carry；(4) related instrument configuration BIOS in OS (Operate System, operating system) is configured using BIOS.
But practice is found, in traditional BIOS configuration implementations, the BIOS configurations that first determination to be changed are substantially
, then go to change these BIOS configuration items again, and for different business demands, it is necessary to which the BIOS configuration items of modification would generally
Differ, therefore, for domestic consumer, how to determine to need the BIOS configuration item difficulty changed larger, and then can cause
BIOS allocative efficiencys are too low.
In order that those skilled in the art more fully understand the technical scheme in the embodiment of the present application, below first to this Shen
Please the applicable system architecture of embodiment be briefly described.
Fig. 1 is referred to, a kind of configuration diagram of the BIOS configuration items commending system provided for the embodiment of the present application is such as schemed
Shown in 1, the BIOS configuration items commending system can include background server (being referred to as management server) and front end takes
Business device, wherein, background server can be monitored to the BIOS configuration operations on front-end server；When background server detection
When BIOS configuration operations occurring on to front-end server, background server can determine to carry out what is used when BIOS configuration items are recommended
Target association rule, and BIOS configuration items to be recommended are determined according to target association rule, and then, according to the configuration to be recommended
Item carries out BIOS configuration item recommendations.
What deserves to be explained is, in the embodiment of the present application, in order to improve security that BIOS on front-end server configures and
Privacy, front-end server side user can actively choose whether that allowing background server to configure the BIOS of front-end server grasps
It is monitored, and when user selects to allow BIOS configuration operation of the background server to front-end server to be monitored, presses
Handled according to such scheme.
In order that the above-mentioned purpose of the embodiment of the present application, feature and advantage can be more obvious understandable, below in conjunction with the accompanying drawings
Technical scheme in the embodiment of the present application is described in further detail.
Fig. 2 is referred to, the schematic flow sheet that a kind of BIOS configuration items recommend method is provided for the embodiment of the present application, its
In, the BIOS configuration items recommend the background server that method can apply in system shown in Figure 1 framework, as shown in Fig. 2 should
BIOS configuration items recommend method may comprise steps of：
Step 201, determination carry out the target association rule used when BIOS configuration items are recommended.
In the embodiment of the present application, in order to reduce BIOS configuration difficulty, it can preset for carrying out BIOS configuration items
The rule (referred to herein as correlation rule) of recommendation, so that background server can be carried out according to correlation rule for front-end server
BIOS configuration items are recommended.
In the one of embodiment of the application (embodiment one), it is determined that carrying out the target used when BIOS configuration items are recommended
Correlation rule, can include：
When detecting the configuration operation for target BIOS configuration items, inquire about default according to target BIOS configuration items
Correlation rule；
The correlation rule matched with target BIOS configuration items inquired from default correlation rule is defined as target
Correlation rule.
In this embodiment, when background server, which is detected on certain front-end server, occurs BIOS configuration operations, backstage
Server can (referred to herein as target BIOS matches somebody with somebody according to BIOS configuration items that are configured on the front-end server or configuring
Put item), inquire about default correlation rule, and by being matched with target BIOS configuration items of being inquired from default correlation rule
Correlation rule is defined as target association rule.
As an example it is assumed that the form of default correlation rule can be as shown in table 1：
Table 1
| Occurrence | Recommendation items |
| A、B | C |
| A、C | B |
| … | … |
Wherein, occurrence is BIOS configuration items that are configured or configuring, and recommendation items are each in configured occurrence
On the premise of BIOS configuration items, it may be desirable to other BIOS configuration items of configuration.
Correspondingly, occur to operate for the configuration of target BIOS configuration items on front-end server when background server is detected
When, background server can inquire about default correlation rule according to target BIOS configuration items, it is determined whether there is the default pass of matching
Connection rule.
For example, it is assumed that target BIOS configuration items include A and B, then background server can determine itself and first in upper table
Correlation rule is matched；Assuming that target BIOS configuration items include A and C, then background server can determine itself and Article 2 in upper table
Correlation rule is matched, i.e., the Article 2 correlation rule in upper table is defined as into target association rule.
In a kind of embodiment of the embodiment, default correlation rule can be determined in the following manner：
Obtain training dataset；
Corresponding frequent item set is determined according to training dataset；
Corresponding correlation rule is determined according to the frequent item set.
In this embodiment, background server can collect a number of BIOS allocation plans, to generate training data
Collection, and preset algorithm, such as Apriori algorithm, FP-Growth algorithms are utilized, data mining is carried out to training dataset, with true
Fixed corresponding frequent item set, and then, background server can determine corresponding correlation rule according to the frequent item set, and it is specific real
Now it is described hereinafter in conjunction with specific example, the embodiment of the present application will not be described here.
Wherein, BIOS configuration operation of each BIOS allocation plan correspondence user on front-end server, it leads to
Often include modification user to multiple BIOS configuration items.
Further, in this embodiment, background server can be according to the actual BIOS allocation plans of user to default
Correlation rule is updated, to improve the accuracy of BIOS configuration items recommendation.
Correspondingly, in a kind of embodiment of the embodiment, it is determined that after default correlation rule, can also include：
Timing updates training dataset, and updates default correlation rule according to the training dataset after renewal.
In this embodiment, background server can obtain the BIOS allocation plans of different front-end servers online, and
The BIOS allocation plans newly got periodically are added into training data to concentrate, to update training dataset, and according to renewal
Training dataset afterwards determines new correlation rule, to realize the renewal of default correlation rule.
In the another embodiment of the embodiment, determine after default correlation rule, can also include：
When training data concentrates the quantity of newly-increased BIOS allocation plans to reach threshold value, default correlation rule is updated.
In this embodiment, background server can obtain the BIOS allocation plans of different front-end servers online, and work as
When the quantity of the BIOS allocation plans newly got reaches predetermined threshold value, the BIOS allocation plans newly got are added to training
In data set, and new correlation rule is generated according to the training dataset after the renewal, to realize the renewal of correlation rule.
In another embodiment of the application (embodiment two), it is determined that the target used when BIOS configuration items are recommended is closed
Connection rule, can include：
Correlation rule selection interface is shown, the correlation rule selection interface includes sets of associated rule；
The corresponding correlation rule of selection instruction inputted by associating selection interface is defined as default correlation rule.
In this embodiment, it is contemplated that for different application scenarios, user may not phase to BIOS configuration needs
Together, it therefore, it can configure corresponding correlation rule for a variety of application scenarios, and then, background server can basis
Actual scene is that front-end server carries out BIOS configuration item recommendations using different correlation rules.
In this embodiment, when front-end server needs to carry out BIOS configurations, background server can be with forward end service
Device pushes correlation rule selection interface, and the correlation rule selection interface is showed into user by front-end server；User can root
According to actual scene, selector closes the correlation rule of current scene from the correlation rule selection interface.
When background server receives the selection instruction that user is inputted by correlation rule selection interface, this can be selected
The indicated correlation rule of instruction is defined as target association rule.
In this embodiment, each application scenarios correspondence correlation rule being pre-configured with can be empirically determined by user,
Or, determine that it is implemented does not repeat herein by the statistics to the BIOS allocation plans under each application scenarios.
Step 202, BIOS configuration items to be recommended are determined according to target association rule.
In the embodiment of the present application, background server determines the target association rule used when BIOS configuration items are recommended
After then, BIOS configuration items to be recommended can be determined according to target association rule.
In the one of embodiment of the application, when background server is according to the target BIOS for being configured or having configured
Configuration item is determined when target association is regular (i.e. above-described embodiment one), determines that BIOS to be recommended is configured according to target association rule
, it can include：
The BIOS configuration items associated with target BIOS configuration items that target association rule includes are defined as to be recommended
BIOS configuration items.
In this embodiment, when background server is inquired according to target BIOS configuration items from default correlation rule
During correlation rule (i.e. the target association rule) matched somebody with somebody, background server can be determined and the target according to target association rule
The BIOS configuration items to be recommended of BIOS configuration items association.
By taking correlation rule shown in table 1 as an example, it is assumed that background server detects the BIOS configuration operations of front-end server, and
Configured BIOS configuration items are A and B, then background server can determine that target association rule is first correlation rule, enter
And, background server can determine that the configuration item to be recommended associated with BIOS configuration items is C according to target association rule.
In the application another embodiment, when background server is according to the selection inputted by correlation rule selection interface
Instruction is determined when target association is regular (above-described embodiment two), determines that BIOS to be recommended is configured according to target association rule
, it can include：
The BIOS configuration items that target association rule includes are defined as BIOS configuration items to be recommended.
In this embodiment, the selection instruction inputted according to user by correlation rule selection interface when background server is true
When having determined target association rule, the BIOS configuration items that target association rule includes can be defined as waiting to push away by background server
The BIOS configuration items recommended.
Step 203, according to BIOS configuration items to be recommended carry out BIOS configuration item recommendations.
In the embodiment of the present application, background server determines the BIOS configurations to be recommended associated with target BIOS configuration items
After, the configuration item to be recommended can be recommended front-end server.
By taking examples cited in step 202 as an example, background server is determined after configuration item to be recommended, can generate one
Recommendation message, such as " after BIOS configuration items A and B configuration is completed, you can also configure to BIOS configuration items C ", and
The recommendation message is pushed into corresponding front-end server, user is showed by front-end server, so that user is according to the recommendation
Message determines the BIOS configuration items for needing to configure.
Further, in the embodiment of the present application, when background server according to target BIOS configuration items does not inquire matching
Correlation rule when, background server can according to default BIOS configuration items carry out BIOS configuration item recommendations.
Wherein, the default BIOS configuration items can be empirically determined by keeper, or, can be by being configured to BIOS
The configuration temperature of item is ranked, and configuration some BIOS configuration items of temperature highest are defined as into default BIOS configuration items.Its
In, the configured number positive correlation that the configuration temperatures of BIOS configuration items can be with user in timing statisticses to BIOS configuration items.
What deserves to be explained is, in the embodiment of the present application, when background server is not inquired according to target BIOS configuration items
During the correlation rule of matching, background server can also be recommended without BIOS configuration items.
It can be seen that, in the method flow shown in Fig. 2, pass through the target association for determining use when BIOS configuration items are recommended
Rule, and BIOS configuration items to be recommended are determined according to target association rule, and then matched somebody with somebody according to configuration item to be recommended progress BIOS
Item recommendation is put, it is thus possible to reduce the difficulty of BIOS configurations, the efficiency of BIOS configurations is improved.
In order that those skilled in the art more fully understand the technical scheme that the embodiment of the present application is provided, with reference to specific
The technical scheme that example is provided the embodiment of the present application is described.
In this embodiment, when user uses BIOS configuration features in front-end server side, front-end server can be remembered
The BIOS configuration items (i.e. BIOS allocation plans) of family modification are employed, and the BIOS allocation plans of record are uploaded to background service
Device；Background server can generate training dataset by obtaining the BIOS allocation plans of front-end server.
Background server can use Apriori algorithm to carry out data mining to training dataset, to determine corresponding frequency
Numerous item collection.
In this embodiment it is assumed that training data concentration includes 9 sets of BIOS allocation plans (corresponds to 9 configuration things respectively
Part), this 9 times configurations each have modified some BIOS configuration items, and the union of the BIOS configuration items of 9 modifications is：{VMX,
Power Technology,System Language,Memory Frequency,SATA Controller}.With I1~I5 points
This 5 BIOS configuration items are not represented, the numbering of configuration event is represented with TID, and following table example gets 9 configuration event.
Table 2
| TID | BIOS configuration items | TID | BIOS configuration items |
| 1 | I1,I2,I5 | 6 | I2,I3 |
| 2 | I2,I4 | 7 | I1,I3 |
| 3 | I2,I3 | 8 | I1,I2,I3,I5 |
| 4 | I1,I2,I4 | 9 | I1,I2,I3 |
| 5 | I1,I3 |
It can be seen from table 2, the BIOS configuration items of the 1st configuration event modification include (I1, I2, I5), the 2nd configuration event
The BIOS configuration items for the 9th configuration event modification that the BIOS configuration items of modification include (I2, I4) ... include (I1, I2, I3).
Assuming that default support counting is 2, then data mining is carried out to above-mentioned training dataset by Apriori algorithm
The frequent item set of generation includes：{ I1, I2, I3 }, { I1, I2, I5 }, i.e. { VMX, PowerTechnology, System
Language } and { VMX, Power Technology, SATA Controller } both combinations be to meet default support meter
The frequent item set of number (i.e. 2).
Wherein, frequent item set { I1, I2, I3 } contains 6 nonvoid proper subsets：{ I1 }, { I2 }, { I3 }, { I1, I2 },
{ I1, I3 }, { I2, I3 }, correspondingly, may be constructed following correlation rule：
{ I1, I2 }=>{ I3 }, { I1, I3 }=>{ I2 }, { I2, I3 }=>{ I1 }, { I1 }=>{ I2, I3 }, { I2 }=>
{ I1, I3 } and { I3 }=>{ I1, I2 }；
Similarly, frequent item set { I1, I2, I5 } contains 6 nonvoid proper subsets：{ I1 }, { I2 }, { I5 }, { I1, I2 },
{ I1, I5 }, { I2, I5 }, correspondingly, may be constructed following correlation rule：
{ I1, I2 }=>{ I5 }, { I1, I5 }=>{ I2 }, { I2, I5 }=>{ I1 }, { I1 }=>{ I2, I5 }, { I2 }=>
{ I1, I5 } and { I5 }=>{ I1, I2 }.
Background server can calculate the confidence level of above-mentioned correlation rule respectively by below equation：
Wherein, confidence (A=>B) for { A }=>The confidence level of { B }, under conditions of P (A | B) occurs for event A,
The probability that event B occurs, support_count (A ∪ B) is { A, B } support counting, and support_count (A) props up for { A }
Degree of holding is counted.
For example, it is assumed that A is I1 and I2, B are I3, then support_count (A) is 4 (same in i.e. above-mentioned 9 configuration event
When the configuration event including I1 and I2 quantity, i.e., 1,4,8 and 9)；Support_count (A ∪ B) is 2 (i.e. above-mentioned 9 configurations
The quantity of configuration event including I1, I2 and I3 simultaneously in event, i.e., 8 and 9), therefore, confidence (A=>B)=2/4=
50%.
Similarly, background server can calculate obtain above-mentioned correlation rule confidence level difference it is as shown in table 3：
Assuming that default minimal confidence threshold is 90%, then only regular 8,9 and 12 are set up in above-mentioned correlation rule；Its
In, rule 8 can be described as：Thought with 100% confidence level if user configuring VMX and SATA Controller, then
Also Power Technology can be configured, other rules are by that analogy.
Determine after above-mentioned correlation rule, background server can carry out BIOS configuration items according to above-mentioned correlation rule and push away
Recommend.
For example, being configured with VMX and SATA Controller (I1 and I5) when background server detects front-end server
When, background server can recommend this BIOS configuration item of Power Technology to the front-end server, such as export
" 100% user can also configure this prompting of Power Technology " after VMX and SATA Controller are configured with
Message.
By above description as can be seen that in the technical scheme that the embodiment of the present application is provided, BIOS is carried out by determination
The target association rule that configuration item is used when recommending, and BIOS configuration items to be recommended are determined according to target association rule, and then
BIOS configuration item recommendations are carried out according to configuration item to be recommended, the difficulty of BIOS configurations is reduced, the efficiency of BIOS configurations is improved.
Fig. 3 is referred to, a kind of structural representation of the BIOS configuration items recommendation apparatus provided for the embodiment of the present application, its
In, the background server that the BIOS configuration item recommendation apparatus can apply in above method embodiment, as shown in figure 3, should
BIOS configuration items recommendation apparatus can include：
First determining unit 310, for the target association rule for determining use when BIOS configuration items are recommended；
Second determining unit 320, for determining BIOS configuration items to be recommended according to target association rule；
Recommendation unit 330, for carrying out BIOS configuration item recommendations according to the configuration item to be recommended.
Please also refer to Fig. 4, the structural representation of another BIOS configuration items recommendation apparatus provided for the embodiment of the present application
Figure, as shown in figure 4, on the basis of the recommendation apparatus of BIOS configuration items shown in Fig. 3, the BIOS configuration item recommendation apparatus shown in Fig. 4
Also include：
Detection unit 340, for detecting BIOS configuration operations；
Query unit 350, for being detected when the detection unit during configuration operation for target BIOS configuration items, root
According to the default correlation rule of target BIOS configuration items inquiry；
Correspondingly, first determining unit 310, specifically for by the query unit 350 from the default association
The correlation rule matched with the target BIOS configuration items inquired in rule is defined as the target association rule.
Please also refer to Fig. 5, the structural representation of another BIOS configuration items recommendation apparatus provided for the embodiment of the present application
Figure, as shown in figure 5, on the basis of the recommendation apparatus of BIOS configuration items shown in Fig. 3, the BIOS configuration item recommendation apparatus shown in Fig. 5
Also include：
Display unit 360, for showing correlation rule selection interface, the correlation rule selection interface includes sets of associated
Rule；
First determining unit 310, specifically for the selection instruction that will be inputted by the correlation rule selection interface
Corresponding correlation rule is defined as the target association rule.
Please also refer to Fig. 6, the structural representation of another BIOS configuration items recommendation apparatus provided for the embodiment of the present application
Figure, as shown in fig. 6, on the basis of the recommendation apparatus of BIOS configuration items shown in Fig. 4, the BIOS configuration item recommendation apparatus shown in Fig. 6
Also include：
Acquiring unit 370, for obtaining training dataset；Wherein, the training data, which is concentrated, includes predetermined number
BIOS allocation plans；
3rd determining unit 380, for determining corresponding frequent item set according to the training dataset；
4th determining unit 390, for determining corresponding correlation rule according to the frequent item set.
Please also refer to Fig. 7, the structural representation of another BIOS configuration items recommendation apparatus provided for the embodiment of the present application
Figure, as shown in fig. 7, on the basis of the recommendation apparatus of BIOS configuration items shown in Fig. 6, the BIOS configuration item recommendation apparatus shown in Fig. 7
Also include：
Updating block 400, institute is updated for regularly updating the training dataset, and according to the training dataset after renewal
State default correlation rule；Or, when training data concentrates the quantity of newly-increased BIOS allocation plans to reach threshold value, update described pre-
If correlation rule.
The function of unit and the implementation process of effect specifically refer to correspondence step in the above method in said apparatus
Implementation process, will not be repeated here.
For device embodiment, because it corresponds essentially to embodiment of the method, so related part is real referring to method
Apply the part explanation of example.Device embodiment described above is only schematical, wherein described be used as separating component
The unit of explanation can be or may not be physically separate, and the part shown as unit can be or can also
It is not physical location, you can with positioned at a place, or can also be distributed on multiple NEs.Can be according to reality
Selection some or all of module therein is needed to realize the purpose of application scheme.Those of ordinary skill in the art are not paying
In the case of going out creative work, you can to understand and implement.
As seen from the above-described embodiment, by the target association rule for determining use when BIOS configuration items are recommended, and root
BIOS configuration items to be recommended are determined according to target association rule, and then BIOS configuration item recommendations are carried out according to configuration item to be recommended,
The difficulty of BIOS configurations is reduced, the efficiency of BIOS configurations is improved.
Those skilled in the art will readily occur to its of the application after considering specification and putting into practice application disclosed herein
Its embodiment.The application is intended to any modification, purposes or the adaptations of the application, these modifications, purposes or
Person's adaptations follow the general principle of the application and including the undocumented common knowledge in the art of the application
Or conventional techniques.Description and embodiments are considered only as exemplary, and the true scope of the application and spirit are by following
Claim is pointed out.
It should be appreciated that the precision architecture that the application is not limited to be described above and is shown in the drawings, and
And various modifications and changes can be being carried out without departing from the scope.Scope of the present application is only limited by appended claim.
Claims (10)
1. a kind of basic input-output system BIOS configuration item recommends method, it is characterised in that including：
It is determined that carrying out the target association rule used when BIOS configuration items are recommended；
BIOS configuration items to be recommended are determined according to target association rule；
BIOS configuration item recommendations are carried out according to the configuration item to be recommended.
2. according to the method described in claim 1, it is characterised in that the mesh for determining use when BIOS configuration items are recommended
Correlation rule is marked, including：
When detecting the configuration operation for target BIOS configuration items, closed according to target BIOS configuration items inquiry is default
Connection rule；
The correlation rule matched with the target BIOS configuration items inquired from the default correlation rule is defined as
The target association rule.
3. according to the method described in claim 1, it is characterised in that the mesh for determining use when BIOS configuration items are recommended
Correlation rule is marked, including：
Correlation rule selection interface is shown, the correlation rule selection interface includes sets of associated rule；
The corresponding correlation rule of selection instruction inputted by the correlation rule selection interface is defined as the target association
Rule.
4. method according to claim 2, it is characterised in that the default correlation rule is determined in the following manner：
Obtain training dataset；
Corresponding frequent item set is determined according to the training data；
Corresponding correlation rule is determined according to the frequent item set.
5. method according to claim 4, it is characterised in that methods described also includes：
Timing updates the training dataset, and updates the default correlation rule according to the training dataset after renewal；
Or, when training data concentrates the quantity of newly-increased BIOS allocation plans to reach threshold value, update the default correlation rule.
6. a kind of basic input-output system BIOS configuration item recommendation apparatus, it is characterised in that including：
First determining unit, for the target association rule for determining use when BIOS configuration items are recommended；
Second determining unit, for determining BIOS configuration items to be recommended according to target association rule；
Recommendation unit, for carrying out BIOS configuration item recommendations according to the configuration item to be recommended.
7. device according to claim 6, it is characterised in that described device also includes：
Detection unit, for detecting BIOS configuration operations；
Query unit, for being detected when the detection unit during configuration operation for target BIOS configuration items, according to described
Target BIOS configuration items inquire about default correlation rule；
First determining unit, specifically for inquiring the query unit from the default correlation rule and institute
The correlation rule for stating the matching of target BIOS configuration items is defined as the target association rule.
8. device according to claim 6, it is characterised in that described device also includes：
Display unit, for showing correlation rule selection interface, the correlation rule selection interface includes sets of associated rule；
First determining unit, specifically for the corresponding pass of selection instruction that will be inputted by the correlation rule selection interface
Connection rule is defined as the target association rule.
9. device according to claim 7, it is characterised in that described device also includes：
Acquiring unit, for obtaining training dataset；Wherein, the training data, which is concentrated, includes the BIOS configuration sides of predetermined number
Case；
3rd determining unit, for determining corresponding frequent item set according to the training dataset；
4th determining unit, for determining corresponding correlation rule according to the frequent item set.
10. device according to claim 9, it is characterised in that described device also includes：
Updating block, updates described default for regularly updating the training dataset, and according to the training dataset after renewal
Correlation rule；Or, when training data concentrates the quantity of newly-increased BIOS allocation plans to reach threshold value, update the default pass
Connection rule.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108897575A (en) * | 2018-06-11 | 2018-11-27 | 联想(北京)有限公司 | The configuration method and configuration system of electronic equipment |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101334792A (en) * | 2008-07-10 | 2008-12-31 | 中国科学院计算技术研究所 | Personalized service recommendation system and method |
| CN103488465A (en) * | 2012-06-08 | 2014-01-01 | 北京搜狗科技发展有限公司 | Method and system for recommending functional configuration |
| CN104050296A (en) * | 2012-03-31 | 2014-09-17 | 奇智软件（北京）有限公司 | Recommendation method and system based on downloaded file |
| CN105183513A (en) * | 2015-08-31 | 2015-12-23 | 小米科技有限责任公司 | Application recommendation method and apparatus |
| CN106126651A (en) * | 2016-06-28 | 2016-11-16 | 成都育芽科技有限公司 | A kind of lightweight page bootstrap technique of internet application |
-
2017
- 2017-04-27 CN CN201710289674.1A patent/CN107038051B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101334792A (en) * | 2008-07-10 | 2008-12-31 | 中国科学院计算技术研究所 | Personalized service recommendation system and method |
| CN104050296A (en) * | 2012-03-31 | 2014-09-17 | 奇智软件（北京）有限公司 | Recommendation method and system based on downloaded file |
| CN103488465A (en) * | 2012-06-08 | 2014-01-01 | 北京搜狗科技发展有限公司 | Method and system for recommending functional configuration |
| CN105183513A (en) * | 2015-08-31 | 2015-12-23 | 小米科技有限责任公司 | Application recommendation method and apparatus |
| CN106126651A (en) * | 2016-06-28 | 2016-11-16 | 成都育芽科技有限公司 | A kind of lightweight page bootstrap technique of internet application |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108897575A (en) * | 2018-06-11 | 2018-11-27 | 联想(北京)有限公司 | The configuration method and configuration system of electronic equipment |
| CN108897575B (en) * | 2018-06-11 | 2022-04-22 | 联想(北京)有限公司 | Configuration method and configuration system of electronic equipment |
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| CN107038051B (en) | 2020-08-04 |
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