CN101894157A - Webpage display method and device - Google Patents
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- CN101894157A CN101894157A CN2010102302489A CN201010230248A CN101894157A CN 101894157 A CN101894157 A CN 101894157A CN 2010102302489 A CN2010102302489 A CN 2010102302489A CN 201010230248 A CN201010230248 A CN 201010230248A CN 101894157 A CN101894157 A CN 101894157A
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- 238000000034 method Methods 0.000 title claims abstract description 33
- 238000007418 data mining Methods 0.000 claims abstract description 19
- 239000000284 extract Substances 0.000 claims description 8
- 238000012163 sequencing technique Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 description 5
- 238000010586 diagram Methods 0.000 description 5
- 238000005096 rolling process Methods 0.000 description 5
- 238000012546 transfer Methods 0.000 description 5
- 238000013499 data model Methods 0.000 description 3
- 238000005065 mining Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 2
- 238000000605 extraction Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000006243 chemical reaction Methods 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000010295 mobile communication Methods 0.000 description 1
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- 238000007781 pre-processing Methods 0.000 description 1
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- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
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Abstract
The invention discloses a webpage display method and a device. The method comprises the following steps: calculating the degree of interest of every link in a webpage according to an interest association rule, and marking the links of which the degree of interest is higher than the designated value, thereby obtaining a new webpage; and displaying the new webpage, wherein data mining is carried out on the visit history records of a user to determine the interest association rule. The invention solves the problem of slow webpage display and enhances the satisfaction degree of user experience.
Description
Technical field
The present invention relates to field of mobile communication, relate in particular to a kind of Webpage display method and device.
Background technology
Along with the arrival in 3G epoch, mobile phone Internet user's increase, the user is also more and more higher to the requirement of mobile phone browser, but because mobile phone browser is subjected to restrictions such as screen size and hardware configuration, a part of information of mobile phone screen on can only display web page.And present mobile phone browser is for the rolling view of webpage, all is that the sequencing according to web page interlinkage carries out.If the user wants to see interested content, need constantly drag scroll bar, just can find the user's interest web page interlinkage.Particularly when browsing a bigger webpage, the time that needs will be long, and find the user's interest content will be more time-consuming, influenced user's use, reduced user experience.
Summary of the invention
Fundamental purpose of the present invention is to provide a kind of Webpage display method and device, to solve the above problems at least.
According to an aspect of the present invention, provide a kind of Webpage display method, having comprised: each the bar link in the webpage has been calculated interest-degree according to the interest correlation rule; The link that the sign interest-degree is higher than designated value obtains new web page; Present new web page; Wherein, by being carried out data mining, user's history access record determines the interest correlation rule.
According to a further aspect in the invention, provide a kind of webpage to present device, having comprised: the interest-degree computing module is used for each bar link of webpage is calculated interest-degree according to the interest correlation rule; Webpage indicates module, is used to indicate the link that interest-degree is higher than designated value and obtains new web page; Present module, be used to present described new web page; Wherein, by being carried out data mining, user's history access record determines described interest correlation rule.
By the present invention, employing is determined the interest-degree of each link according to user's history access record, and the link high to interest-degree indicates, make the user can fast browsing to interested content, solved and browsed the slow-footed problem of big webpage, and then reached the lifting user experience effect.
Description of drawings
Accompanying drawing described herein is used to provide further understanding of the present invention, constitutes the application's a part, and illustrative examples of the present invention and explanation thereof are used to explain the present invention, do not constitute improper qualification of the present invention.In the accompanying drawings:
Fig. 1 is the process flow diagram according to the Webpage display method of the embodiment of the invention 1;
Fig. 2 is the process flow diagram according to the Webpage display method of the embodiment of the invention 2;
Fig. 3 is the structured flowchart that presents device according to the webpage of the embodiment of the invention 3; And
Fig. 4 is the concrete structure block diagram that presents device according to the webpage of the embodiment of the invention 3.
Embodiment
Hereinafter will describe the present invention with reference to the accompanying drawings and in conjunction with the embodiments in detail.Need to prove that under the situation of not conflicting, embodiment and the feature among the embodiment among the application can make up mutually.
The display interface of portable terminal equipment such as (for example mobile phones) is limited, and the content in the webpage is more and more abundanter, causes once showing on the display interface of equipment whole webpage, needs to divide multipage to show.Based on this, the embodiment of the invention provides a kind of Webpage display method and device, and following examples are to realize that on portable terminal webpage is rendered as example and describes.
Embodiment 1
Fig. 1 shows the Webpage display method process flow diagram according to the embodiment of the invention, and this method may further comprise the steps:
Step S102 calculates interest-degree to each the bar link in the webpage according to the interest correlation rule, wherein, determines the interest correlation rule by user's history access record is carried out data mining;
Above-mentioned interest correlation rule can determine when each user's open any browser, specifically can adopt browser to open after, read the history web pages data in this browser rs cache; The history web pages data are carried out data mining, obtain the interest correlation rule.Also can when user's open any browser, read to designated storage area, the interest correlation rule can upgrade according to the regular hour in this designated storage area, also can add up the number of times that the user opens webpage, when the number of times of opening webpage reaches set point number, upgrade.
Step S104, the link that the sign interest-degree is higher than designated value obtains new web page;
For example, according to interest-degree each bar link is sorted; From the ranking results of link, extract the web page interlinkage that interest-degree is higher than designated value, indicate the web page interlinkage that extracts with designated color and obtain new web page.
Step S106 presents this new web page.
When presenting webpage, show according to the original content of webpage directly in the correlation technique that when the smaller and webpage of the screen of equipment was bigger, the user can browse to interested content will be consuming time longer.Present embodiment is when presenting webpage, determine the interest-degree of each link according to the historical record of user capture, the link high to interest-degree indicates, make the user can fast browsing to interested content, improve the speed of user's browsing page, and then improved the satisfaction of user experience.
Embodiment 2
Present embodiment provides a kind of Webpage display method, and this method describes to be embodied as example on mobile phone.Referring to Fig. 2, this method may further comprise the steps:
Step S202, user's open any browser is preserved the history web pages data in the mobile phone browser buffer memory;
For example: read the history web pages data in the browser rs cache, the history web pages data are saved in respective storage areas;
Step S204 carries out the data pre-service to the history web pages data of preserving;
The data preprocessing process of present embodiment can be finished data analysis and data pick-up, data processing, data conversion.For example, the data among the Cache (buffer memory) that the WWW data model is represented are handled, and mainly finish stem extraction, entry cutting etc. and similarly handle;
Step S206 carries out data mining to the data that obtain after the data pre-service, obtains this user's interest correlation rule;
The mining algorithm that uses in the present embodiment data mining process is as described below, and this data mining process comprised with the next stage:
(1) the interest entry is defined as node, (t represents that weight) note by abridging into Node (t), wherein, weight is the weight of entry t to node with two tuples;
Weight=freshness * frequency (f
i).
The length of freshness reflection interest entry life period, the freshness of the interest entry in the accession page is higher relatively recently, and in forecasting process, the interest entry in the page of visiting recently is big more to the prediction role.Freshness can equal to preserve the time of this entry, also can have certain linear with the holding time.
f
iBe the frequency that entry occurs in the page, for example, certain entry has occurred 8 times in a page, and total entry number is 100 (comprising repetition), then f in this page
i=8/100.
Wherein, the interest entry can be amusement, physical culture, news, weather, consulting and finance and economics etc.
(2) contact between the defined node is the interest correlation rule, with tlv triple [Node (t
i), support, Node (t
j)] expression, note (t by abridging into Rule[Node
i), Node (t
j)], wherein, support is called related support, and expression is by node Node (t
i) forward node Node (t to
j) possibility;
(3) data pre-service is extracted stem to each page among the page set C, and is carried out the stem cutting, obtains page Y accordingly
kEntry set K (Y
k)={ (t
i', weight) | t
i' ∈ T (Chinese vocabulary), i ∈ N (natural number) };
K (Y
k) be illustrated in Y
kThe set of all interest entries that occur in the page, t
i' be one of them entry.
History web pages data in the buffer memory (Cache) adopt the WWW data model to represent usually, also may carry out Data Format Transform to the history web pages data of WWW data model according to specific implementation, are converted to needed data layout.
The extraction of stem and cutting can be with reference to the application (application of data mining in Webpre-fetching) of data mining in webpage is looked ahead of IEEE (IEEE-USA).
(4) each page Y from page set C
kThe middle linking point that extracts this page, the linking point that obtains the page is gathered L (Y
k)={ l
K, i| l
K, iBe page Y
kIn linking point;
Link set expression Y
kAll set that can link the linking point that enters in the page is by clicking Y
kLink in the page just can enter the next page.
When (5) extracting the linking point of the page, obtain the link stem of linking point, the link stem is carried out cutting, obtain linking point l in the page
K, iLink entry set Q (l
K, istring)={ t
j" | t
j" at l
K, i-stringIn, j ∈ N};
Q (l
K, istring) represent Y
kIn certain the link l
K, iIts link stem is carried out the set of the entry that obtains after the cutting.
Obtained four kinds of set by above data processing, be respectively: the link entry set of linking point in the entry set of page set, the page, the linking point set of the page and the page.Obtaining four kinds of set is for following calculating interest correlation rule [Node (t
i), support, Node (t
j)], promptly transfer to the possibility of another entry, and then calculating the possibility of transferring to wherein certain link from a page from an entry.
(6) generate the interest correlation rule, the set of interest correlation rule constitutes interest association knowledge storehouse;
The detailed process that generates the interest correlation rule comprises:
Traversal page set C is for page Y
kTravel through the link set L (Y in this page
k), judge the source page (page at the linking point place) Y of linking point wherein one by one
jWhether belong to page set C,, then travel through page Y if belong to
kAnd Y
jEntry set, with Y
kWith Y
jIn entry make up, calculate the transfer supporting rate of transferring to another entry in the entry combination from an entry, this transfer supporting rate equals two entry weight sums, when entry repeats in a plurality of pages, and the weight of the entry that then in supporting rate, adds up;
If the source page Y of linking point
jDo not belong to page set C, then travel through page Y
kWith the link entry set of linking point, with Y
kMake up with the entry that links in the entry set of linking point, calculate the transfer supporting rate of transferring to another entry in the entry combination from an entry, this transfer supporting rate equals page Y
kIn the weight of entry, when occurring in the link entry set of link entry at a plurality of linking points, then shift the supporting rate page Y that adds up
kThe weight of middle entry.
The false code that generates the interest correlation rule is as follows: each page Y among the page set C that for preserves
k
{
For link set L (Y
k) in each the link l
K, r
{ establish l
K, rTarget pages be Y
j
ifY
j∈C?then
{
For page Y
kIn entry collection K (Y
k) in each entry (t
p', weight
p)
{
For page Y
jIn entry collection K (Y
j) in each entry (t
q',
weight
q)
{
Rule[Node (t
p'), Node (t
q')] support +=g
(weight
p，weight
q)；(t
p′，weight
p)∈K(Y
k)，(t
q′，
weight
q)∈K(Y
j)
}
}
}
else
{
For page Y
kIn entry set K (Y
k) in each entry (t
p',
weight
p)
{
For Q (l
K, rstring) in each entry t
q'
{
Rule[Node (t
p'), Node (t
q')] support +=weight
p
(t
p′，weight
p)∈Y
i，t
q′∈Q(l
k，r·string)
}
}
}
}
}
Wherein, g (weight
p, weight
q) be function, making it is (weight
p+ weight
q), the linking point of the page of expression in the buffer memory and the linking point page pointed is to the influence of the interest correlation rule in the interest association knowledge storehouse.Association rules mining algorithm above using calculates Rule[Node (t
i), Node (t
j)] support, reflected current browser client accessed web page interest and custom, as the foundation of next step calculating linking interest-degree.
Calculating linking interest-degree method is: search entry and the interest correlation rule that links entry in the current accessed page in the interest association rule database, calculate interest-degree, the weight that this interest-degree equals entry in the current accessed page multiply by the support in this interest correlation rule that finds, after finishing the calculating of interest-degree, the whole links that obtain are sorted according to interest-degree.
Step S208, the webpage of the result who provides by data mining and active user's visit indicates calculating the high link of interest-degree, obtains new web page.
Step S210 browses new web page according to the link that indicates.
After present embodiment calculates the interest-degree of each link in the current web page link set according to the webpage of user's current accessed and above-mentioned interest correlation rule, can the interest-degree of each link be sorted, and extract the higher web page interlinkage of interest-degree, use outstanding color to indicate; And in the webpage rolling view, fetch rolling view and focusing according to the chain that has indicated.
Present embodiment is implying user's hobby and access habits by obtaining the history web pages data of preserving in the browser rs cache in these data, use the interest association rule mining, excavates the interest correlation rule of reflection user interest and custom.According to interest correlation rule and the current webpage of browsing of user, the link that the user interest degree is high in the current web page is indicated.And in the webpage rolling view, the user can select to come browsing page according to indicating web page interlinkage.If the position of the web page interlinkage that user's next one will be browsed (being labeled out) is in the mobile phone current screen, then the web page interlinkage that will browse of user's next one is exactly the web page interlinkage that indicates in the screen.The page is refreshed at the next one of mobile phone in the web page interlinkage position that user's next one will be browsed not in the mobile phone current screen, then browser can carry out first page turning, the web page interlinkage that indicates after the page turning of rolling view then.
Present embodiment is when presenting webpage, determine the interest-degree of each link according to the historical record of user capture, the link high to interest-degree indicates, make the user fast browsing arrive interested content, improve the speed of mobile phone browser when browsing a big webpage, and then promoted the user experience of using browser.
Embodiment 3
Referring to Fig. 3, present embodiment provides a kind of webpage to present device, and this device comprises:
Interest-degree computing module 32 is used for each bar link of webpage is calculated interest-degree according to the interest correlation rule, wherein, determines the interest correlation rule by user's history access record is carried out data mining;
Webpage indicates module 34, is connected to interest-degree computing module 32, is used to indicate the link that interest-degree is higher than designated value and obtains new web page;
Wherein, the algorithm of the specific implementation of interest-degree computing module 32 in can reference example no longer describes in detail here.
Above-mentioned interest correlation rule can determine that based on this, this device also comprises when each user's open any browser: rule acquisition module, after being used for browser and opening, read the history web pages data in the browser rs cache; These history web pages data are carried out data mining, obtain the interest correlation rule.
After obtaining above-mentioned interest correlation rule, can store this interest correlation rule into designated storage area, be used for follow-uply using when presenting webpage.Therefore when user's open any browser, can arrive this designated storage area and read this interest correlation rule, the interest correlation rule can upgrade according to the regular hour in this designated storage area, also can add up the number of times that the user opens webpage, when the number of times of opening webpage reaches set point number, upgrade.Based on this, this device also comprises: update module is used for upgrading every the interest correlation rule of the set point number of specifying duration or opening webpage to this designated storage area; Correspondingly, interest-degree computing module 32 comprises: acquiring unit is used for reading from designated storage area user's interest correlation rule; Computing unit is used for each bar link of webpage is calculated interest-degree according to the interest correlation rule.
Referring to Fig. 4, the webpage that provides for present embodiment presents the concrete structure block diagram of device, and this device comprises: interest-degree computing module 32, webpage indicate module 34 and present module 36, and wherein, webpage indicates module 34 and comprises:
Sequencing unit 342 is used for according to interest-degree each bar link being sorted;
New web page acquiring unit 344 is used for extracting the web page interlinkage that interest-degree is higher than designated value from the ranking results of link, indicates the web page interlinkage that extracts with designated color and obtains new web page.
The device that present embodiment provides can be a portable terminal, also can be miscellaneous equipment.
The device of present embodiment is when presenting webpage, determine the interest-degree of each link according to the historical record of user capture, the link high to interest-degree indicates, make the user fast browsing arrive interested content, improve the speed of browser when browsing a big webpage, and then promoted the user experience of using browser.
As can be seen from the above description, the present invention has realized following technique effect:
Above embodiment obtains having the new web page that link indicates by based on data mining method webpage being handled, and presents this new web page.Can accelerate the surfing of browser, and improve user experience for big webpage.
Obviously, those skilled in the art should be understood that, above-mentioned each module of the present invention or each step can realize with the general calculation device, they can concentrate on the single calculation element, perhaps be distributed on the network that a plurality of calculation element forms, alternatively, they can be realized with the executable program code of calculation element, thereby, they can be stored in the memory storage and carry out by calculation element, and in some cases, can carry out step shown or that describe with the order that is different from herein, perhaps they are made into each integrated circuit modules respectively, perhaps a plurality of modules in them or step are made into the single integrated circuit module and realize.Like this, the present invention is not restricted to any specific hardware and software combination.
The above is the preferred embodiments of the present invention only, is not limited to the present invention, and for a person skilled in the art, the present invention can have various changes and variation.Within the spirit and principles in the present invention all, any modification of being done, be equal to replacement, improvement etc., all should be included within protection scope of the present invention.
Claims (10)
1. a Webpage display method is characterized in that, comprising:
Each bar link in the webpage is calculated interest-degree according to the interest correlation rule;
The link that the sign interest-degree is higher than designated value obtains new web page;
Present described new web page;
Wherein, by being carried out data mining, user's history access record determines described interest correlation rule.
2. method according to claim 1 is characterized in that, determines that by data mining is carried out in user's history visit described interest correlation rule comprises:
After browser is opened, read the history web pages data in the described browser rs cache;
Described history web pages data are carried out data mining, obtain described interest correlation rule.
3. method according to claim 1 is characterized in that, described interest correlation rule is stored in designated storage area, and upgrades every the interest correlation rule of the set point number of specifying duration or opening webpage to described designated storage area;
Each bar link in the webpage is calculated interest-degree according to the interest correlation rule to be comprised:
Read user's interest correlation rule from described designated storage area;
Each bar link in the webpage is calculated interest-degree according to described interest correlation rule.
4. method according to claim 1 is characterized in that, indicates link that interest-degree is higher than designated value and obtains new web page and comprise:
According to described interest-degree described each bar link is sorted;
From the ranking results of link, extract the web page interlinkage that interest-degree is higher than described designated value, indicate the web page interlinkage that extracts with designated color and obtain new web page.
5. according to each described method of claim 1 to 4, it is characterized in that described Webpage display method is applied to portable terminal.
6. a webpage presents device, it is characterized in that, comprising:
The interest-degree computing module is used for each bar link of webpage is calculated interest-degree according to the interest correlation rule;
Webpage indicates module, is used to indicate the link that interest-degree is higher than designated value and obtains new web page;
Present module, be used to present described new web page;
Wherein, by being carried out data mining, user's history access record determines described interest correlation rule.
7. device according to claim 6 is characterized in that, described device also comprises:
Rule acquisition module after being used for browser and opening, reads the history web pages data in the described browser rs cache; Described history web pages data are carried out data mining, obtain described interest correlation rule.
8. device according to claim 6 is characterized in that described interest correlation rule is stored in the designated storage area of described device, and described device also comprises:
Update module is used for upgrading every the interest correlation rule of the set point number of specifying duration or opening webpage to described designated storage area;
The interest-degree computing module comprises:
Acquiring unit is used for reading from described designated storage area user's interest correlation rule;
Computing unit is used for each bar link of webpage is calculated interest-degree according to described interest correlation rule.
9. device according to claim 6 is characterized in that, webpage indicates module and comprises:
Sequencing unit is used for according to described interest-degree described each bar link being sorted;
The new web page acquiring unit is used for extracting the web page interlinkage that interest-degree is higher than described designated value from the ranking results of link, indicates the web page interlinkage that extracts with designated color and obtains new web page.
10. according to each described device of claim 6 to 9, it is characterized in that described device is a portable terminal.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2010102302489A CN101894157A (en) | 2010-07-14 | 2010-07-14 | Webpage display method and device |
| PCT/CN2010/077881 WO2012006828A1 (en) | 2010-07-14 | 2010-10-19 | Method and device for presenting web pages |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2010102302489A CN101894157A (en) | 2010-07-14 | 2010-07-14 | Webpage display method and device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN101894157A true CN101894157A (en) | 2010-11-24 |
Family
ID=43103349
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN2010102302489A Pending CN101894157A (en) | 2010-07-14 | 2010-07-14 | Webpage display method and device |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN101894157A (en) |
| WO (1) | WO2012006828A1 (en) |
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| CN103678306A (en) * | 2012-08-31 | 2014-03-26 | 腾讯科技（深圳）有限公司 | Method and device for displaying access link |
| CN103885968A (en) * | 2012-12-20 | 2014-06-25 | 北京百度网讯科技有限公司 | Method and device for providing recommended information |
| CN103885968B (en) * | 2012-12-20 | 2019-04-12 | 北京百度网讯科技有限公司 | It is a kind of for providing the method and apparatus of recommendation information |
| CN104636374A (en) * | 2013-11-11 | 2015-05-20 | 腾讯科技（深圳）有限公司 | Browser webpage displaying method and browser |
| CN104331260A (en) * | 2014-03-05 | 2015-02-04 | 广州三星通信技术研究有限公司 | Method and equipment for displaying web pages on screen |
| WO2015185020A1 (en) * | 2014-06-06 | 2015-12-10 | Tencent Technology (Shenzhen) Company Limited | Information category obtaining method and apparatus |
| US10346496B2 (en) | 2014-06-06 | 2019-07-09 | Tencent Technology (Shenzhen) Company Limited | Information category obtaining method and apparatus |
| CN104991935B (en) * | 2015-07-06 | 2019-03-12 | 无锡天脉聚源传媒科技有限公司 | A kind for the treatment of method and apparatus of website attention rate |
| CN104991935A (en) * | 2015-07-06 | 2015-10-21 | 无锡天脉聚源传媒科技有限公司 | Website attention processing method and apparatus |
| CN107798095A (en) * | 2017-10-25 | 2018-03-13 | 星潮闪耀移动网络科技（中国）有限公司 | Update the methods, devices and systems of column purpose output order |
| CN111767101A (en) * | 2020-03-05 | 2020-10-13 | 北京沃东天骏信息技术有限公司 | Page generation method and device |
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| WO2012006828A1 (en) | 2012-01-19 |
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