CN103455594A - Method, device and terminal equipment for recommending website in browser address bar - Google Patents

Abstract

The invention discloses a method, a device and terminal equipment for recommending a website in a browser address bar. The method comprises the following steps of responding to a character input in the address bar; matching the obtained character with a plurality of recommended websites in sequence, wherein the sequence of the recommended addresses is determined according to the comprehensive ranking of the historical access websites and the popular websites; when a certain recommended website is successfully matched, outputting the recommended website which is successfully matched. According to the embodiment of the invention, the comprehensive ranking of the historical access websites and the popular websites is realized, the website recommending range is expanded, the website recommending accuracy rate is improved, user operation is reduced, meanwhile, the computer response frequency and the processing load are reduced, and therefore the power consumption of the computer is lowered.

Description

Method and device for recommending website by browser address bar and terminal equipment

Technical Field

The invention relates to the technical field of computers and communication, in particular to a method and a device for recommending a website by a browser address bar and terminal equipment.

Background

The internet is used as a carrier of public information, and information can be timely and quickly transmitted to users by means of computers and internet technologies. The internet is widely used in real life. On the internet we can chat, play games, look up things, etc. More importantly, advertising and shopping can be carried out on the Internet. The Internet brings great convenience to the real life of people. People can find the needs of own academic and career in the digital knowledge base on the Internet, thereby helping people to work and study. The browser plays an important role in the process of using internet products by a user as an important entrance to the internet. Generally, a user accesses the internet through an address bar of a browser, and in order to help the user to quickly access a target website, some optimized browsers have a website recommendation function.

However, the above method for recommending websites has certain blindness, and the recommended websites are websites that the user temporarily visits, and are not necessarily websites that the user needs. For example, a news article is a website that a user temporarily visits, and a general user does not visit the news article after reading the news once, so that the website of this kind does not need to be recommended to the user. Therefore, the accuracy of the existing method for recommending the website by the browser address bar is low, and the requirement of a user for quickly accessing a target website is difficult to meet.

Disclosure of Invention

In view of this, an object of the embodiments of the present invention is to provide a method, an apparatus, and a terminal device for recommending a website in an address bar of a browser, so as to reduce input content of a user in the address bar and improve accuracy of recommending the website.

In order to achieve the above object, an embodiment of the present invention provides a method for recommending a website in a browser address bar, where the method includes the following steps:

responding to characters input by an address bar;

matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of historical visiting websites and popular websites;

and outputting the successfully matched recommended website when the successfully matched recommended website exists.

The embodiment of the invention realizes the comprehensive sequencing of the historical visited websites and the popular websites, and the range of the recommended websites is not limited to the historical visited websites or the popular websites of the user, thereby expanding the range of website recommendation, being beneficial to timely and accurately helping the user to locate the target website and improving the accuracy of the recommended websites. For example, 10 websites are recommended each time, if the user can obtain the required website from the recommended website when inputting the first character, the user does not need to input the second character, thereby reducing the operation of the user, and simultaneously reducing the response times and the processing amount of the computer, thereby reducing the power consumption of the computer.

Preferably, the comprehensive ranking according to the historical website access and popular website includes:

scoring each historical access website in the plurality of historical access websites;

scoring each of the plurality of popular web addresses;

and comprehensively sequencing the historical access websites and the popular websites according to the score of each historical access website and the score of each popular website.

Preferably, the scoring each historical visited website of the plurality of historical visited websites includes: and (4) grading the historical access websites according to the total access times in a period of time aiming at each historical access website.

Preferably, as to each historical website visited, the scoring the historical website visited according to the total number of visits within a period of time includes:

using formulasScoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

The embodiment of the invention realizes scoring of historical access websites according to the access habits of users, so that when the users input characters through the address bar of the browser, the users can intelligently pre-judge the input content of the address bar according to the habits of the users. On the premise of ensuring the performance of the browser, the local access records of the user are sequenced in real time, the accuracy of recommending the website is improved, and the user is helped to quickly access the target website.

Preferably, the access method includes: a temporary access mode and a fixed access mode.

Preferably, the temporary access mode includes page temporary link access, short message temporary link access, or instant communication message temporary link access;

the fixed access mode comprises click access by a bookmark, click access by a favorite or click access by a navigation page.

Preferably, in the above technical solution, the preset temporary access method weight coefficient is smaller than the preset fixed access method weight coefficient.

Preferably, as for the above technical solution, the preset access time weighting factor is inversely proportional to a time interval, wherein the time interval is a time interval between the access time of the ith website and the current time.

Preferably, when the sampling frequency p is more than or equal to N_iWhen, take p = N_i。

Preferably, the scoring each of the plurality of popular websites includes:

and aiming at each hot website in the plurality of hot websites, multiplying the visit amount of each hot website by a preset site factor respectively, and determining the obtained product as the score of each corresponding hot website.

According to the embodiment of the invention, the optimized scoring of the popular websites is realized by adding the preset site factors, so that when a user inputs characters through the browser address bar, the input content of the address bar can be intelligently pre-judged according to the habit of the user. On the premise of ensuring the performance of the browser, the local access records of the user are sequenced in real time, the accuracy of recommending the website is improved, and the user is helped to quickly access the target website.

Preferably, the comprehensive ranking of the historical visited websites and popular websites includes:

sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer;

sequencing the popular websites according to the access amount to obtain the sequencing results of the first N popular websites; wherein N is a preset positive integer;

and comprehensively sequencing the top M historical visiting website sequencing results and the top N hot website sequencing results.

The embodiment of the invention realizes the comprehensive sequencing of the historical access websites and the popular websites after a certain number of scores, and saves the calculation amount of the comprehensive sequencing. Therefore, the calculation amount of characters input by the matching address bar is saved, and the matching efficiency and the speed of recommending the website are improved.

As a preferred embodiment of the foregoing technical solution, the outputting the successfully matched recommended website when there is a successfully matched recommended website includes: and when the successfully matched recommended websites exist, outputting the recommended websites of the preset number before the successful matching.

The embodiment of the present invention further provides a device for recommending a website in a browser address bar, which is characterized by comprising:

the response module is used for responding to the character input by the address bar;

the matching module is used for matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequencing of historical visiting websites and popular websites;

and the recommending module is used for outputting the successfully matched recommended website when the successfully matched recommended website exists.

As a preferable aspect of the above, the apparatus further includes:

the first scoring module is used for scoring each historical access website in the plurality of historical access websites;

the second scoring module is used for scoring each popular website in the plurality of popular websites;

and the comprehensive sequencing module is used for comprehensively sequencing the historical access websites and the popular websites according to the scores of the historical access websites and the scores of the popular websites.

Preferably, in the above technical solution, the first scoring module is configured to score the historical visited websites according to a total number of visits within a period of time for each historical visited website.

Preferably, the first scoring module is configured to utilize a formula

Scoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

Preferably, the access method includes: a temporary access mode and a fixed access mode.

Preferably, the temporary access mode includes page temporary link access, short message temporary link access, or instant communication message temporary link access;

the fixed access mode comprises click access by a bookmark, click access by a favorite or click access by a navigation page.

Preferably, in the above technical solution, the preset temporary access method weight coefficient is smaller than the preset fixed access method weight coefficient.

Preferably, as for the above technical solution, the preset access time weighting factor is inversely proportional to a time interval, wherein the time interval is a time interval between the access time of the ith website and the current time.

Preferably, when the sampling frequency p is more than or equal to N_iWhen, take p = N_i。

Preferably, in the foregoing technical solution, the second scoring module is configured to, for each of the plurality of popular websites, multiply the access amount of each of the popular websites by a preset site factor, and determine that the obtained product is the score of each of the corresponding popular websites.

As a preferred aspect of the foregoing technical solution, the comprehensive ranking module includes:

the first sequencing unit is used for sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer;

the second sequencing unit is used for sequencing the popular websites according to the access amount to obtain the first N popular website sequencing results; wherein N is a preset positive integer;

and the first comprehensive sequencing unit is used for comprehensively sequencing the previous M historical access website sequencing results and the previous N popular website sequencing results.

Preferably, as to the above technical solution, the recommending module is configured to output the recommended websites of the preset number before the matching is successful when there is a recommended website of the matching that is successful.

An embodiment of the present invention further provides a terminal device, which includes a memory, and one or more programs, where the one or more programs are stored in the memory, and configured to be executed by one or more processors, and the one or more programs include instructions for:

responding to characters input by an address bar;

matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of historical visiting websites and popular websites;

and outputting the successfully matched recommended website when the successfully matched recommended website exists.

The method, the device and the terminal equipment for recommending the website by the browser address bar realize the comprehensive sequencing of the historical visited websites and the popular websites, and the range of the recommended website is not limited to the historical visited website or the popular website of the user, so that the website recommending range is expanded, the user can be helped to locate the target website timely and accurately, and the accuracy of the recommended website is improved. For example, 10 websites are recommended each time, if the user can obtain the required website from the recommended website when inputting the first character, the user does not need to input the second character, thereby reducing the operation of the user, and simultaneously reducing the response times and the processing amount of the computer, thereby reducing the power consumption of the computer.

Additional features and advantages of embodiments of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by the practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.

The technical solutions of the embodiments of the present invention are further described in detail with reference to the accompanying drawings and embodiments.

Drawings

The accompanying drawings are included to provide a further understanding of the embodiments of the invention, and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention. In the drawings:

FIG. 1 is a flow chart of a main method for recommending a website by a browser address bar according to an embodiment of the present invention;

FIG. 2 is a diagram illustrating a character "rad" entered by a user in an address bar according to an embodiment of the present invention;

FIG. 3 is a diagram illustrating a first exemplary matching of web addresses according to characters inputted in an embodiment of the present invention;

FIG. 4 is a diagram illustrating a second exemplary matching of web addresses according to characters inputted in the embodiment of the present invention;

FIG. 5 is a flowchart illustrating a detailed method for performing a comprehensive ranking of historical visited websites and popular websites according to a scoring manner according to an embodiment of the present invention;

FIG. 6 is a flowchart of a detailed method for sorting a certain number of historically visited websites and popular websites and recommending websites according to characters input by a user in an embodiment of the present invention;

fig. 7 is a flowchart of a method for explaining in detail a method for recommending a website according to an embodiment of the present invention, by taking an example that a user successively inputs a character b and a character a in an address bar of a browser according to an embodiment of the present invention;

FIG. 8 is a diagram illustrating 10 matching recommended web addresses displayed in a drop-down menu of an address bar according to an embodiment of the present invention;

FIG. 9 is a schematic diagram of a main structure of an apparatus for recommending a website in a browser address bar according to an embodiment of the present invention;

FIG. 10 is a schematic diagram illustrating a detailed structure of an apparatus for recommending a website in a browser address bar according to an embodiment of the present invention;

FIG. 11 is a first detailed structural diagram of an integrated ranking module of an apparatus for recommending websites by a browser address bar according to an embodiment of the present invention;

FIG. 12 is a diagram illustrating a second detailed structure of an integrated ranking module of an apparatus for recommending websites by a browser address bar according to an embodiment of the present invention;

FIG. 13 is a third detailed structural diagram of a comprehensive ranking module of an apparatus for recommending websites by a browser address bar according to an embodiment of the present invention;

fig. 14 is a schematic structural diagram of a terminal device in the embodiment of the present invention.

Detailed Description

The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings, and it should be understood that the preferred embodiments described herein are merely illustrative and explanatory of the embodiments of the present invention, and are not restrictive of the embodiments of the invention.

The method for recommending the website by the browser address bar provided by the embodiment of the invention can be realized in terminal equipment for installing the browser, such as a mobile phone, a computer, a tablet computer and the like. In the embodiment of the invention, the popular websites and the historical access websites of the user are scored, and then the two websites are sequenced according to the scores. When the input of characters in the address bar of the browser is detected, the characters are matched with the sequenced websites, and the successfully matched websites are output, so that the input of a user is reduced, and the user is helped to quickly access the target website.

In this embodiment, the historical website visited refers to a website that the user visited once, and the website is generally stored in the history of the browser. The popular website refers to any website in the internet, and can be a website ranked in the top after being ranked by the amount of access and the like.

Referring to fig. 1, a main method flow of recommending a website by a browser address bar in the embodiment of the present invention includes:

step S101: in response to the character entered in the address bar.

Preferably, the character entered in the address bar may be any character that can be entered by a computer, including characters such as text and punctuation.

Preferably, the number of characters input in the address bar may be one or more. The following steps are performed for each character in response in this embodiment.

Step S102: and matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of the historical visiting websites and the popular websites.

Preferably, the characters participating in the matching in this step include all characters in the address bar.

Preferably, when there are multiple characters to be matched, the matching can be performed according to the order of character input and the adjacent relation, for example, as shown in fig. 2, when the character input by the user in the address bar is "rad", the matched web address not only includes three characters r, a, d, but also the three characters must be arranged next to each other and in the input order, for example, as shown in fig. 3, the matched web address is output according to the order of character input and the adjacent relation.

Preferably, when there are multiple characters to be matched, the matched web address may contain only all the input characters, for example, as shown in fig. 4, the web address matched with the character input in fig. 2 according to the method.

Step S103: and outputting the successfully matched recommended website when the successfully matched recommended website exists.

For example, as shown in fig. 4, a schematic diagram of outputting a recommended website that is successfully matched with the characters input in fig. 2 is shown.

Preferably, when there is a successfully matched recommended website, outputting the previously preset number of successfully matched recommended websites. Preferably, the predetermined number is 10.

Preferably, the successfully matched recommended websites can be output according to the comprehensive ranking order.

The embodiment of the invention realizes the comprehensive sequencing of the historical visited websites and the popular websites, and the range of the recommended websites is not limited to the historical visited websites or the popular websites of the user, thereby expanding the range of website recommendation, being beneficial to timely and accurately helping the user to locate the target website and improving the accuracy of the recommended websites. For example, 10 websites are recommended each time, if the user can obtain the required website from the recommended website when inputting the first character, the user does not need to input the second character, thereby reducing the operation of the user, and simultaneously reducing the response times and the processing amount of the computer, thereby reducing the power consumption of the computer.

In the embodiment of the invention, the comprehensive sequencing of the historical access websites and the popular websites is realized by scoring the historical access websites and the popular websites, namely: and respectively scoring the historical visited websites and the popular websites, and then comprehensively sequencing the historical visited websites and the popular websites according to the scores. The scoring of the historical access websites is based on statistical analysis of the local historical access websites of the users, and the scoring of the popular websites is based on the statistical analysis of the server side to the general public users. The historical visited websites and popular websites are comprehensively ranked according to the website scores, and the method is described in detail below, so that the method for recommending the websites by the browser address bar in the embodiment of the invention can be conveniently understood.

Referring to fig. 5, the detailed method flow for implementing comprehensive ranking of historical visited websites and popular websites according to the scoring method in the embodiment of the present invention includes:

step S501: and acquiring the total access times, sampling times, preset access mode weight coefficients and preset access time weight coefficients of each historical access website in the historical access websites.

Step S502: using a predetermined scoring formula

And scoring each historical website visited.

Generally, a plurality of historical access websites exist locally in a user, wherein some websites are accessed in a temporary access mode, such as news articles, and the user does not access the websites any more after reading the articles once; some websites are accessed by a fixed access mode, such as some portal sites; some websites are generated by the change of the user access habits, for example, the user changes the content consumption habits and turns to other websites similar to the websites. By comprehensively considering the factors, in order to accurately guess the access requirement of the user, the embodiment of the invention provides a scoring formula for historical access websites, which is shown in formula (1).

$Y_i=\mathrm{Ceiling}\left[\frac{N_i{\mathrm{\Σ}}_{i=1}^p\frac{S_i\×R_i}{100}}{p}\right]---\left(1\right)$

In equation (1):

i represents the ith website in the historical visiting websites, for example, 12 records are in total in the historical visiting records, and the total visiting websites are 10. And sequencing the 10 accessed websites according to the principle that the access time is from near to far, wherein when i is 1, the historical accessed website corresponding to 1 is the website with the shortest time interval from the current time.

Y_iTo score the i-th web site, Y_iThe minimum value and the maximum value of (2) form a score value range of the website.

Ceiling is a rounding operation, for example, when the calculated score is 10.2, the score is 10 after the rounding operation; when the calculated score is 10.6, the score after the rounding operation is 11.

N_iAnd the total access times of the ith website.

Preferably, the total access times of the ith website may be counted by using all local access records of the user, or may be counted only by counting the total access times within a preset time period.

p is the number of sampling times, for example, when the preset maximum number of sampling times is 10, only 10 sampling times are performed on a website with a total number of visits of 12, and the summation calculation in the disclosure (1) is performed.

Preferably, when the sampling times p ≧ N_iWhen, take p = N_i。

S_iAnd the access mode weight coefficient is preset corresponding to the ith website. The preset access mode in the embodiment of the invention comprises a temporary access mode and a fixed access mode. The temporary access mode is accessed by a page temporary link, a short message temporary link or an instant communication message temporary link, and the like; the fixed access mode is accessed by clicking a bookmark, clicking a favorite or clicking a navigation page, for example. Because the user generally does not need to access the website accessed by the temporary access mode any more, the preset weight coefficient of the temporary access mode may be smaller than the preset weight coefficient of the fixed access mode.

R_iAnd the access time is a preset access time weight coefficient corresponding to the ith website. Since the content consumption habits of the user may change, the preset access time weighting factor is inversely proportional to the time interval between the access time of the ith web address and the current time.

Step S503: and performing website sequencing according to the access amount to obtain the sequenced popular websites.

Step S504, aiming at each popular website in the plurality of popular websites, the visit amount of each popular website is multiplied by a preset site factor respectively, and the obtained product is determined as the corresponding score of each popular website.

Preferably, the preset site factor may be a preset value, or may be a preset calculation manner, for example, a normalizing operation is performed on the visit volume: in order to facilitate comprehensive sequencing of the historical visited websites and the popular websites, after normalization processing is carried out on the visited amount of the popular websites, the score of the popular websites is within the possible score range of the historical visited websites, and the score of the popular websites with higher visited amount is always higher than the score of the popular websites with lower visited amount.

The ranked popular web addresses may correspond to different site factors, for example, a site factor corresponding to a popular web address ranked farther forward is larger. When comprehensive ranking is performed, ranking of the most popular websites may be higher than historical visited websites, ranking of less popular websites may be lower than some historical visited websites, and such gradient ranking is closer to the requirement of the user. Of course, if this is not considered, step S503 may not be executed, and step S504 may be directly executed, that is, for each of the plurality of popular web addresses, the visited amount of each of the popular web addresses is multiplied by the preset site factor, and the obtained product is determined as the score of each of the popular web addresses.

The execution sequence of step S501, step S502, step S503 and step S504 is not limited to the sequence described above in this embodiment, that is: the execution sequence of the steps can also be step S503, step S504, step S501 and step S502 in sequence; or the execution sequence is that step S501 and step S503 are executed simultaneously, and then step S502 and step S504 are executed simultaneously.

Step S505: and comprehensively sequencing the historical access websites and the popular websites according to the score of each historical access website and the score of each popular website.

Step S506: in response to the character entered in the address bar.

Step S507: and matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of the historical visiting websites and the popular websites.

Step S508: and outputting the successfully matched recommended website when the successfully matched recommended website exists.

According to the embodiment of the invention, the historical access websites are scored according to the access habits of the user, the optimized scoring of the popular websites is realized by adding the preset site factors, and the historical access websites and the popular websites are sequenced according to the scoring, so that when the user inputs characters through the browser address bar, the input content of the address bar can be intelligently pre-judged according to the habits of the user. On the premise of ensuring the performance of the browser, the local access records of the user are sequenced in real time, the accuracy of recommending the website is improved, and the user is helped to quickly access the target website.

Each user has own access habit, and because the requirements of each user are different, the number of websites required by the user is quite limited. Therefore, when the number of the historical visited websites and the number of the popular websites are large, all the historical visited websites and the popular websites do not need to be scored and sorted. Referring to fig. 6, in the embodiment of the present invention, a detailed method flow for sorting a certain number of historical visited websites and popular websites and recommending websites according to characters input by a user includes:

step S601: and acquiring the total access times, sampling times, preset access mode weight coefficients and preset access time weight coefficients of each historical access website in the historical access websites.

Step S602: using a predetermined scoring formula

And scoring each historical website visited.

Step S603: sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer.

Step S604: and performing website sequencing according to the access amount to obtain the sequenced popular websites.

And step S605, multiplying the preset visit quantity by the preset site factor, and determining the obtained product as the score of each hot website in the sorted hot websites.

S606, sorting the popular websites according to the access amount to obtain the top N popular website sorting results; wherein N is a preset positive integer.

Step S607: and comprehensively sequencing the top M historical visiting website sequencing results and the top N hot website sequencing results.

Step S608: in response to the character entered in the address bar.

Step S609: and matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of the historical visiting websites and the popular websites.

Step S610: and outputting the successfully matched recommended website when the successfully matched recommended website exists.

The embodiment of the invention realizes the comprehensive sequencing of the historical access websites and the popular websites after a certain number of scores, and saves the calculation amount of the comprehensive sequencing. Therefore, the calculation amount of characters input by the matching address bar is saved, and the matching efficiency and the speed of recommending the website are improved.

Referring to fig. 7, taking an example that a user inputs a character b and a character a in a browser address bar in sequence, a method for recommending a website in an embodiment of the present invention is described in detail, including:

step S701: in response to the character b entered in the address bar.

Step S702: and matching the obtained character b with a plurality of recommended website sequences, wherein the sequence of the plurality of recommended websites is determined according to the comprehensive sequence of the historical visited websites and the popular websites.

Step S703: and outputting the successfully matched recommended website when the successfully matched recommended website exists.

For example, as shown in fig. 8, 10 matching recommended web addresses are displayed in the pull-down menu of the address bar.

Step S704: in response to the character ba entered in the address bar.

Step S705: and matching the obtained character ba with a plurality of recommended website sequences, wherein the sequence of the plurality of recommended websites is determined according to the comprehensive sequence of the historical visiting websites and the popular websites.

Step S706: and outputting the successfully matched recommended website when the successfully matched recommended website exists.

The embodiment of the invention realizes the real-time website recommendation according to the characters input by the address bar, greatly simplifies the input content of the user, pre-judges the input content in real time and improves the website recommendation speed.

Embodiments of the present invention may also combine the embodiments shown in fig. 6 and 7, for example, in response to character b entered in the address bar. Obtaining top M historical visited websites containing the character b from the ranked historical visited websites obtained in step S603, and obtaining top N popular websites containing the character b from the ranked popular websites obtained in step S606. Then, step S607 is executed to perform comprehensive ranking on the top M historical visited website ranking results and the top N popular website ranking results. And outputting the sequenced M + N websites, or outputting the top preset number of websites in the sequenced M + N websites.

The embodiment of the present invention further provides a device for recommending a website in a browser address bar, referring to fig. 9, where the device includes:

a response module 901, configured to respond to characters input by the address bar;

a matching module 902, configured to match the obtained character with a plurality of recommended website sequences, where the sequence of the plurality of recommended websites is determined according to a comprehensive ranking of historical visited websites and popular websites;

and the recommending module 903 is used for outputting the successfully matched recommended website when the successfully matched recommended website exists.

Preferably, referring to fig. 10, the apparatus further comprises:

a first scoring module 904, configured to score each historical visited website in the plurality of historical visited websites;

a second scoring module 905, configured to score each of the plurality of popular websites;

and the comprehensive ranking module 906 is used for comprehensively ranking the historical visited websites and the popular websites according to the score of each historical visited website and the score of each popular website.

Preferably, the first scoring module 904 is configured to score the historical visited websites according to the total number of visits within a period of time for each historical visited website.

Preferably, the first scoring module 904 is configured to utilize a formula

Scoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

Preferably, the access mode includes: a temporary access mode and a fixed access mode.

Preferably, the temporary access mode includes page temporary link access, short message temporary link access or instant communication message temporary link access;

the fixed access mode comprises click access by a bookmark, click access by a favorite or click access by a navigation page.

Preferably, the preset temporary access mode weight coefficient is smaller than the preset fixed access mode weight coefficient.

Preferably, the preset access time weighting factor is inversely proportional to a time interval, wherein the time interval is a time interval between the access time of the ith website and the current time.

Preferably, when the sampling times p is more than or equal to N_iWhen, take p = N_i。

Preferably, the second scoring module 905 is configured to, for each of the plurality of popular websites, multiply the visit amount of each popular website by a preset site factor, and determine that the obtained product is the score of each corresponding popular website.

Preferably, referring to fig. 11, the comprehensive ranking module 906 includes:

the first sorting unit 907 is configured to sort the historical access websites according to the scores to obtain top M historical access website sorting results; wherein M is a preset positive integer;

a second sorting unit 908, configured to sort the popular websites according to the access amount, so as to obtain top N popular website sorting results; wherein N is a preset positive integer;

a first comprehensive ranking unit 909, configured to perform comprehensive ranking on the top M historical visiting web site ranking results and the top N popular web site ranking results.

Preferably, referring to fig. 12, the comprehensive ranking module 906 further includes:

and a second comprehensive ranking unit 910, configured to directly perform comprehensive ranking on the historical visited websites and the popular websites according to the score of each historical visited website and the score of each popular website.

Preferably, referring to fig. 13, the comprehensive ranking module 906 further includes:

and a third sorting unit 911, configured to perform website sorting according to the access amount, so as to obtain a sorted popular website.

The comprehensive sorting module 906 in the embodiment of the present invention may include a first sorting unit 907, a second sorting unit 908, a first comprehensive sorting unit 909, a second comprehensive sorting unit 910, and a third sorting unit 911 at the same time.

Preferably, the recommending module 903 is configured to output the recommended websites with the preset number before the matching is successful when there are successfully matched recommended websites.

As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, optical storage, and the like) having computer-usable program code embodied therein.

Fig. 14 is a schematic structural diagram of a terminal device according to an embodiment of the present invention. Referring to fig. 14, the terminal device may be used to implement the method for recommending a website by the browser address bar provided in the foregoing embodiment. Wherein, this terminal can be cell-phone, panel, wearing formula mobile device (like intelligent wrist-watch) etc.. Preferably:

terminal device 700 may include components such as communication unit 110, memory 120 including one or more computer-readable storage media, input unit 130, display unit 140, sensor 150, audio circuitry 160, wireless communication unit 170, processor 180 including one or more processing cores, and power supply 190. Those skilled in the art will appreciate that the terminal device configuration shown in fig. 14 is not intended to be limiting and may include more or fewer components than those shown, or some components may be combined, or a different arrangement of components. Wherein:

the communication unit 110 may be used for receiving and transmitting information or signals during a call, and the communication unit 110 may be an RF (Radio Frequency) circuit, a router, a modem, or other network communication devices. In particular, when the communication unit 110 is an RF circuit, downlink information of the base station is received and then processed by the one or more processors 180; in addition, data relating to uplink is transmitted to the base station. Generally, the RF circuit as a communication unit includes, but is not limited to, an antenna, at least one Amplifier, a tuner, one or more oscillators, a Subscriber Identity Module (SIM) card, a transceiver, a coupler, an LNA (Low Noise Amplifier), a duplexer, and the like. In addition, the communication unit 110 may also communicate with a network and other devices through wireless communication. The wireless communication may use any communication standard or protocol, including but not limited to GSM (Global System for Mobile communications), GPRS (General Packet Radio Service), CDMA (Code Division Multiple Access), WCDMA (Wideband Code Division Multiple Access), LTE (Long Term Evolution), email, SMS (Short Messaging Service), and the like. The memory 120 may be used to store software programs and modules, and the processor 180 executes various functional applications and data processing by operating the software programs and modules stored in the memory 120. The memory 120 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required by at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may store data (such as audio data, a phonebook, etc.) created according to the use of the terminal device 700, and the like. Further, the memory 120 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device. Accordingly, the memory 120 may further include a memory controller to provide the processor 180 and the input unit 130 with access to the memory 120.

The input unit 130 may be used to receive input numeric or character information and generate keyboard, mouse, joystick, optical or trackball signal inputs related to user settings and function control. Preferably, the input unit 130 may include a touch-sensitive surface 131 and other input devices 132. The touch-sensitive surface 131, also referred to as a touch display screen or a touch pad, may collect touch operations by a user on or near the touch-sensitive surface 131 (e.g., operations by a user on or near the touch-sensitive surface 131 using a finger, a stylus, or any other suitable object or attachment), and drive the corresponding connection device according to a predetermined program. Alternatively, the touch sensitive surface 131 may comprise two parts, a touch detection means and a touch controller. The touch detection device detects the touch direction of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch sensing device, converts the touch information into touch point coordinates, sends the touch point coordinates to the processor 180, and can receive and execute commands sent by the processor 180. Additionally, the touch-sensitive surface 131 may be implemented using various types of resistive, capacitive, infrared, and surface acoustic waves. In addition to the touch-sensitive surface 131, the input unit 130 may also include other input devices 132. Preferably, other input devices 132 may include, but are not limited to, one or more of a physical keyboard, function keys (such as volume control keys, switch keys, etc.), a trackball, a mouse, a joystick, and the like.

The display unit 140 may be used to display information input by or provided to a user and various graphic user interfaces of the terminal device 700, which may be configured by graphics, text, icons, video, and any combination thereof. The Display unit 140 may include a Display panel 141, and optionally, the Display panel 141 may be configured in the form of an LCD (Liquid Crystal Display), an OLED (Organic Light-emitting diode), or the like. Further, the touch-sensitive surface 131 may cover the display panel 141, and when a touch operation is detected on or near the touch-sensitive surface 131, the touch operation is transmitted to the processor 180 to determine the type of the touch event, and then the processor 180 provides a corresponding visual output on the display panel 141 according to the type of the touch event. Although in FIG. 14, touch-sensitive surface 131 and display panel 141 are shown as two separate components to implement input and output functions, in some embodiments, touch-sensitive surface 131 may be integrated with display panel 141 to implement input and output functions.

The terminal device 700 may also include at least one sensor 150, such as a light sensor, a motion sensor, and other sensors. Preferably, the light sensor may include an ambient light sensor that adjusts the brightness of the display panel 141 according to the brightness of ambient light, and a proximity sensor that turns off the display panel 141 and/or the backlight when the terminal device 700 is moved to the ear. As one of the motion sensors, the gravity acceleration sensor may detect the magnitude of acceleration in each direction (generally, three axes), detect the magnitude and direction of gravity when the mobile phone is stationary, and may be used for applications of recognizing gestures of the mobile phone (such as horizontal and vertical screen switching, related games, magnetometer gesture calibration), vibration recognition related functions (such as pedometer and tapping), and other sensors such as a gyroscope, a barometer, a hygrometer, a thermometer, and an infrared sensor that are further configured to the terminal device 700, and are not described herein again.

The audio circuitry 160, speaker 161, microphone 162 may provide an audio interface between the user and the terminal device 700. The audio circuit 160 may transmit the electrical signal converted from the received audio data to the speaker 161, and convert the electrical signal into a sound signal for output by the speaker 161; on the other hand, the microphone 162 converts the collected sound signal into an electric signal, converts the electric signal into audio data after being received by the audio circuit 160, and outputs the audio data to the processor 180 for processing, and then transmits the audio data to, for example, another terminal device via the RF circuit 110, or outputs the audio data to the memory 120 for further processing. The audio circuit 160 may also include an earbud jack to provide communication of peripheral headphones with the terminal device 700.

In order to implement wireless communication, the terminal device may be configured with a wireless communication unit 170, and the wireless communication unit 170 may be a WiFi (wireless fidelity) module. WiFi belongs to a short-range wireless transmission technology, and the terminal device 700 can help a user to send and receive e-mail, browse a web page, access streaming media, and the like through the wireless communication unit 170, which provides the user with wireless broadband internet access. Although fig. 14 shows the wireless communication unit 170, it is understood that it does not belong to the essential constitution of the terminal device 700 and may be omitted entirely as needed within the scope not changing the essence of the invention.

The processor 180 is a control center of the terminal device 700, connects various parts of the entire mobile phone using various interfaces and lines, and performs various functions of the terminal device 700 and processes data by operating or executing software programs and/or modules stored in the memory 120 and calling data stored in the memory 120, thereby performing overall monitoring of the mobile phone. Optionally, processor 180 may include one or more processing cores; preferably, the processor 180 may integrate an application processor, which mainly handles operating systems, user interfaces, application programs, etc., and a modem processor, which mainly handles wireless communications. It will be appreciated that the modem processor described above may not be integrated into the processor 180.

The terminal device 700 further includes a power supply 190 (e.g., a battery) for supplying power to the various components, which may preferably be logically connected to the processor 180 via a power management system, so as to manage charging, discharging, and power consumption via the power management system. The power supply 190 may also include any component including one or more of a dc or ac power source, a recharging system, a power failure detection circuit, a power converter or inverter, a power status indicator, and the like.

Although not shown, the terminal device 700 may further include a camera, a bluetooth module, and the like, which will not be described herein. Specifically, in this embodiment, the display unit of the terminal device is a touch screen display, the terminal device further includes a memory, and one or more programs, where the one or more programs are stored in the memory and configured to be executed by the one or more processors, and the one or more programs include instructions for:

responding to characters input by an address bar;

matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of historical visiting websites and popular websites;

and outputting the successfully matched recommended website when the successfully matched recommended website exists.

Preferably, the memory further includes instructions to: the comprehensive sequencing of the websites visited according to the history and the popular websites comprises the following steps:

scoring each historical access website in the plurality of historical access websites;

scoring each of the plurality of popular web addresses;

and comprehensively sequencing the historical access websites and the popular websites according to the score of each historical access website and the score of each popular website.

Preferably, the memory further includes instructions to: the scoring each historical access website of the plurality of historical access websites comprises: and (4) grading the historical access websites according to the total access times in a period of time aiming at each historical access website.

Preferably, the memory further includes instructions to: the step of scoring the historical access websites according to the total access times in a period of time aiming at each historical access website comprises the following steps:

using formulas

Scoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

Preferably, the memory further includes instructions to: when the sampling frequency p is more than or equal to N_iWhen, take p = N_i。

Preferably, the memory further includes instructions to: the scoring each of the plurality of popular web addresses comprises:

and aiming at each hot website in the plurality of hot websites, multiplying the visit amount of each hot website by a preset site factor respectively, and determining the obtained product as the score of each corresponding hot website.

Preferably, the memory further includes instructions to: the comprehensive sequencing of the historical visiting websites and the popular websites comprises the following steps:

sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer;

sequencing the popular websites according to the access amount to obtain the sequencing results of the first N popular websites; wherein N is a preset positive integer;

and comprehensively sequencing the top M historical visiting website sequencing results and the top N hot website sequencing results.

Preferably, the memory further includes instructions to: when there is a successfully matched recommended website, outputting the successfully matched recommended website, including: and when the successfully matched recommended websites exist, outputting the recommended websites of the preset number before the successful matching.

Therefore, the method, the device and the terminal device for recommending the website by the browser address bar provided by the embodiment of the invention realize comprehensive sequencing of the historical visited websites and the popular websites, and the range of the recommended website is not limited to the historical visited website or the popular website of the user, so that the website recommending range is expanded, the user can be helped to locate the target website timely and accurately, and the accuracy of the recommended website is improved. For example, 10 websites are recommended each time, if the user can obtain the required website from the recommended website when inputting the first character, the user does not need to input the second character, thereby reducing the operation of the user, and simultaneously reducing the response times and the processing amount of the computer, thereby reducing the power consumption of the computer.

As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, optical storage, and the like) having computer-usable program code embodied therein.

The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a central processing unit of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the central processing unit of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.

These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.

It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.

Claims (25)

1. A method for recommending a website by a browser address bar is characterized by comprising the following steps:

responding to characters input by an address bar;

matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of historical visiting websites and popular websites;

and outputting the successfully matched recommended website when the successfully matched recommended website exists.

2. The method of claim 1, wherein said comprehensive ranking of web sites based on historical visits and trending comprises:

scoring each historical access website in the plurality of historical access websites;

scoring each of the plurality of popular web addresses;

and comprehensively sequencing the historical access websites and the popular websites according to the score of each historical access website and the score of each popular website.

3. The method of claim 2, wherein scoring each historical access site of the plurality of historical access sites comprises: and (4) grading the historical access websites according to the total access times in a period of time aiming at each historical access website.

4. The method of claim 3, wherein scoring historical visited sites based on a total number of visits over a period of time for each historical visited site comprises:

using formulas

Scoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

5. The method of claim 4, wherein the access mode comprises: a temporary access mode and a fixed access mode.

6. The method of claim 5, wherein the temporary access mode comprises access by a page temporary link, access by a temporary link in a short message, or access by a temporary link in an instant messaging message;

the fixed access mode comprises click access by a bookmark, click access by a favorite or click access by a navigation page.

7. The method of claim 5, wherein the preset temporary access mode weight factor is less than the preset fixed access mode weight factor.

8. The method of claim 4, wherein the preset access time weighting factor is inversely proportional to a time interval, wherein the time interval is a time interval between the access time of the ith web address and a current time.

9. The method according to claim 4, wherein when the number of sampling times p ≧ N_iWhen, take p = N_i。

10. The method of claim 2, wherein scoring each of the plurality of popular web addresses comprises:

and aiming at each hot website in the plurality of hot websites, multiplying the visit amount of each hot website by a preset site factor respectively, and determining the obtained product as the score of each corresponding hot website.

11. The method of claim 2, wherein the integrated ranking of historical visited sites and trending sites comprises:

sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer;

sequencing the popular websites according to the access amount to obtain the sequencing results of the first N popular websites; wherein N is a preset positive integer;

and comprehensively sequencing the top M historical visiting website sequencing results and the top N hot website sequencing results.

12. The method of claim 1, wherein outputting the successfully matched recommended website when there is a successfully matched recommended website comprises: and when the successfully matched recommended websites exist, outputting the recommended websites of the preset number before the successful matching.

13. An apparatus for recommending a website on an address bar of a browser, comprising:

the response module is used for responding to the character input by the address bar;

the matching module is used for matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequencing of historical visiting websites and popular websites;

and the recommending module is used for outputting the successfully matched recommended website when the successfully matched recommended website exists.

14. The apparatus of claim 13, wherein the apparatus further comprises:

the first scoring module is used for scoring each historical access website in the plurality of historical access websites;

the second scoring module is used for scoring each popular website in the plurality of popular websites;

and the comprehensive sequencing module is used for comprehensively sequencing the historical access websites and the popular websites according to the scores of the historical access websites and the scores of the popular websites.

15. The apparatus of claim 14, wherein the first scoring module is configured to score historical visited web sites for each historical visited web site based on a total number of visits over a period of time.

16. The apparatus of claim 15, wherein the first scoring module is configured to utilize a formula

Scoring each historical website visited; wherein,

i represents the ith website in the historical visited websites;

Y_iscoring said ith web address;

ceiling is rounding operation:

N_ithe total access times of the ith website;

p is the sampling frequency;

S_isetting a preset access mode weight coefficient corresponding to the ith website;

R_iand the access time is a preset access time weight coefficient corresponding to the ith website.

17. The apparatus of claim 16, wherein the means for accessing comprises: a temporary access mode and a fixed access mode.

18. The apparatus of claim 17, wherein the temporary access mode comprises access by a page temporary link, access by a temporary link in a short message, or access by a temporary link in an instant messaging message;

the fixed access mode comprises click access by a bookmark, click access by a favorite or click access by a navigation page.

19. The apparatus of claim 17, wherein the preset temporary access mode weight factor is less than the preset fixed access mode weight factor.

20. The apparatus of claim 16, wherein the preset access time weighting factor is inversely proportional to a time interval, wherein the time interval is a time interval between the access time of the ith web address and a current time.

21. The apparatus according to claim 16, wherein when the number of sampling times p ≧ N_iWhen, take p = N_i。

22. The apparatus of claim 14, wherein the second scoring module is configured to, for each of the plurality of popular web addresses, multiply the visited amount of each of the popular web addresses by a predetermined site factor, respectively, and determine a product of the multiplied number and the score of each of the popular web addresses.

23. The apparatus of claim 14, wherein the comprehensive ranking module comprises:

the first sequencing unit is used for sequencing the historical access websites according to the scores to obtain the sequencing results of the first M historical access websites; wherein M is a preset positive integer;

the second sequencing unit is used for sequencing the popular websites according to the access amount to obtain the first N popular website sequencing results; wherein N is a preset positive integer;

and the first comprehensive sequencing unit is used for comprehensively sequencing the previous M historical access website sequencing results and the previous N popular website sequencing results.

24. The apparatus of claim 14, wherein the recommending module is configured to output a preset number of recommended websites with successful matching when there are recommended websites with successful matching.

25. A terminal device comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors, the one or more programs comprising instructions for:

responding to characters input by an address bar;

matching the obtained characters with a plurality of recommended website sequences, wherein the sequence of the recommended websites is determined according to the comprehensive sequence of historical visiting websites and popular websites;

and outputting the successfully matched recommended website when the successfully matched recommended website exists.

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