CN106202297A - Identify the method and device of user interest - Google Patents
Identify the method and device of user interest Download PDFInfo
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- CN106202297A CN106202297A CN201610509840.XA CN201610509840A CN106202297A CN 106202297 A CN106202297 A CN 106202297A CN 201610509840 A CN201610509840 A CN 201610509840A CN 106202297 A CN106202297 A CN 106202297A
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- 238000000034 method Methods 0.000 title claims abstract description 56
- 230000004044 response Effects 0.000 claims abstract description 59
- 238000000605 extraction Methods 0.000 claims description 3
- 230000006399 behavior Effects 0.000 description 9
- 230000005540 biological transmission Effects 0.000 description 5
- 238000010586 diagram Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 238000004590 computer program Methods 0.000 description 2
- 238000012795 verification Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- 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
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The invention discloses a kind of method and device identifying user interest, relate to Internet technical field, it is possible to solve prior art identifies the accuracy of user interest and the problem that sophistication is the most relatively low.The method of the present invention specifically includes that acquisition list of websites and User Identity number ID to be checked；The Website server carrying described ID each website in described list of websites sends registration request；Receive the registration response that each Website server described returns according to described registration request；By the registration that receives in response to determining that the registered website of ID described in described list of websites；According to the Type of website of the registered website of described ID, determine the interest of described ID.Present invention is mainly applied to by identifying in the scene that user interest recommends relevant information to user.
Description
Technical Field
The invention relates to the technical field of internet, in particular to a method and a device for identifying user interest.
Background
With the rapid development of the internet, more and more people search for information required by themselves through the network. However, as the updating speed of network resources increases, the efficiency of people to obtain the information needed by people from a large amount of resources is lower.
In order to improve the efficiency of searching information (including in-site search and browser search) for users, there are two main solutions: (1) and (3) counting the search heat of each website (or webpage), and recommending the website with higher heat to each user. (2) And analyzing the historical browsing behaviors of the users, and recommending the websites with higher browsing frequency of the users to the corresponding users. Although both of the above schemes can provide some content of interest to the user to some extent, in some cases the accuracy is not high. For example, a web site that is more popular is not necessarily a web site that is of interest to the current user. For another example, for in-site search, when the content related to an application used by a user or a website logged in by the user is relatively single (e.g., a social website related to only social content), other websites similar to the content of the current website can only be recommended to the user by using the historical browsing behavior of the user, and other types of websites cannot be recommended to the user. For another example, when the user uses an application or a website for a short time, the browsing history is small, so that the user's interest cannot be accurately determined only from the user's historical browsing behavior, and even if a certain interest of the user can be accurately determined, other interests of the user cannot be determined. Therefore, how to determine the interests of the user as much as possible on the basis of improving the accuracy of identifying the interests of the user is a big problem today.
Disclosure of Invention
In view of this, the present invention provides a method and an apparatus for identifying a user interest, which can solve the problem in the prior art that the accuracy and the completeness of identifying the user interest are low.
In one aspect, the present invention provides a method of identifying user interests, the method comprising:
acquiring a website list and a user identity identification number ID to be inquired;
carrying the user ID to send a registration request to a website server of each website in the website list;
receiving registration responses returned by the website servers according to the registration requests;
determining websites in the website list for which the user ID is registered according to the received registration response;
and determining the interest of the user ID according to the website type of the website in which the user ID is registered.
In another aspect, the present invention provides an apparatus for identifying user interests, the apparatus comprising:
the system comprises an acquisition unit, a query unit and a query unit, wherein the acquisition unit is used for acquiring a website list and a user identity identification number ID to be queried;
a sending unit, configured to send a registration request to a website server of each website in the website list, carrying the user ID obtained by the obtaining unit;
a receiving unit, configured to receive a registration response returned by each website server according to the registration request;
a first determining unit, configured to determine, through the registration response received by the receiving unit, a website in the website list for which the user ID is registered;
a second determining unit, configured to determine, according to the website type of the website in which the user ID is registered determined by the first determining unit, an interest of the user ID.
By means of the technical scheme, the method and the device for identifying the user interest can carry the user ID to send the registration request to the website servers of all the websites in the website list after acquiring the website list and the user ID to be inquired, and can determine the website in the website list in which the user ID is registered according to the registration responses after receiving the registration responses returned by all the website servers according to the registration request, and finally can determine the interest of the user ID according to the website type of the website in which the user ID is registered. Because the website registered by the user is often the website interested by the user, and the invention does not relate to the historical browsing behavior of the user when determining the website registered by the user ID, the accuracy is higher than that of the prior art by inquiring the interests determined by all websites registered by the user ID, and the interests of the user can be determined as much as possible when the historical browsing behavior is less or single, so that the determined interests are more perfect, and the information required by the user can be provided for the user more effectively.
The foregoing description is only an overview of the technical solutions of the present invention, and the embodiments of the present invention are described below in order to make the technical means of the present invention more clearly understood and to make the above and other objects, features, and advantages of the present invention more clearly understandable.
Drawings
Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
FIG. 1 is a flow chart illustrating a method for identifying user interests provided by an embodiment of the present invention;
FIG. 2 is a flow chart illustrating another method for identifying user interests provided by embodiments of the present invention;
FIG. 3 is a diagram illustrating a method for querying a registered website of a user according to an embodiment of the present invention;
FIG. 4 is a diagram illustrating another example of querying a user's registered website according to an embodiment of the present invention;
FIG. 5 is a block diagram illustrating an apparatus for identifying user interests according to an embodiment of the present invention;
fig. 6 is a block diagram illustrating another apparatus for identifying a user interest according to an embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
An embodiment of the present invention provides a method for identifying user interests, as shown in fig. 1, the method mainly includes:
101. and acquiring a website list and a user ID to be inquired.
The website list comprises a website domain name and a corresponding website template, and the website template is used for describing the layout of a website registration page; the user ID (Identity) is an account name capable of registering a website, and mainly includes a user name, a mobile phone number, and a mailbox. In practical application, the user interest recognition server may crawl each webpage generated on the internet in a web crawler manner, analyze the website of each webpage, and determine the websites related to the internet. In addition, the user interest identification server can also collect the acquired registration pages of all websites, analyze the page layout of the registration pages, and determine the website template of the corresponding website, so as to rapidly extract the field for determining whether the user ID is registered in the corresponding website according to the website template. The user interest identification server can update the website list in real time or at regular time.
102. And carrying the user ID to send a registration request to a website server of each website in the website list.
The user interest identification server can collect data packets sent by the user terminal to each website server, analyze the data packets, determine a transmission protocol required by the corresponding website from the data packets, and store the transmission protocol in the website list. Therefore, when the user interest identification server sends the registration request to each website server, the user interest identification server may generate a registration request data packet according to the transmission protocol of the corresponding website in the website list, and send the registration request data packet to the corresponding website server based on the transmission protocol.
103. And receiving a registration response returned by each website server according to the registration request.
After each website server receives a registration request sent by the user interest identification server, format verification and repeated verification can be performed on the user ID in the registration request, so that whether the user ID meets account registration rules or not is determined, whether the user ID is a registered user ID or not is determined, a webpage (namely a registration response) after the determination result is returned to the user interest identification server, the user interest identification server can analyze each registration response, and whether the user ID is registered in a corresponding website or not is judged.
104. And determining the websites in the website list with the registered user IDs according to the received registration response.
After the user interest identification server receives the registration response returned by each website server, the content in each registration response can be analyzed, a preset field for judging whether the user ID is registered in the corresponding website is extracted, and the registered website corresponding to the user ID is determined according to the content in the preset field.
105. And determining the interest of the user ID according to the website type of the website in which the user ID is registered.
After all the websites in the website list in which the user ID is registered are obtained, the obtained websites can be classified according to a preset division rule, the website types of the websites are determined, and the interests of the user are determined according to the website types. For example, if the website registered by the user includes a shopping website, a social website, and a travel website, the user interest identification server may determine that the user is interested in shopping, social, and travel comparisons.
It should be noted that not only the interests of the user but also other content can be determined according to the types of websites. For example, if the website registered by the user includes a local portal, the activity range of the user may also be determined according to the region served by the local portal.
After determining the interest of the user ID, the user may be recommended content related to his interest so that the user can quickly search for information he needs.
The method for identifying the user interest provided by the embodiment of the invention can send the registration request to the website servers of all websites in the website list with the user ID after acquiring the website list and the user ID to be inquired, and can determine the websites in the website list in which the user ID is registered according to the registration responses after receiving the registration responses returned by all website servers according to the registration request, and finally can determine the interest of the user ID according to the website types of the websites in which the user ID is registered. Because the website registered by the user is often the website interested by the user, and the invention does not relate to the historical browsing behavior of the user when determining the website registered by the user ID, the accuracy is higher than that of the prior art by inquiring the interests determined by all websites registered by the user ID, and the interests of the user can be determined as much as possible when the historical browsing behavior is less or single, so that the determined interests are more perfect, and the information required by the user can be provided for the user more effectively.
Further, according to the above method embodiment, another embodiment of the present invention further provides a method for identifying a user interest, as shown in fig. 2, the method mainly includes:
201. and acquiring a website list and a user ID to be inquired.
The method for establishing the website list is the same as that in step 101, and is not described herein again. The user ID to be queried mainly includes: the user ID in the user registration information of the currently logged-in website and the user ID input by the user. Therefore, the specific implementation manner of obtaining the user ID to be queried may be: acquiring a user ID from user registration information of a currently logged-in website; alternatively, the input user ID is acquired. Specifically, after a user logs in a website served by a user interest identification server by using a user terminal, the user interest identification server can automatically acquire a user ID from the user registration information; or, the user terminal side is provided with a query interface, the user can input a user ID to be queried on the query interface, and the user terminal reports the user ID to the user interest identification server after obtaining the user ID.
It should be noted that, when the user ID to be queried is the user ID input by the user, the embodiment of the present invention may provide the function of querying a website registered by any user ID or determining an interest of any user ID for the user.
202. And carrying the user ID to send a registration request to a website server of each website in the website list.
203. And receiving a registration response returned by each website server according to the registration request.
204. And determining the websites in the website list with the registered user IDs according to the received registration response.
In the above embodiment, it is mentioned that, since the registration pages of the respective websites are different, the preset field for describing whether the user ID is a registered ID is located at a different position. Therefore, in order to quickly acquire the positions carrying the preset fields in different registration responses, the website templates in the website list can be used for extraction. Specifically, the user interest identification server may analyze the corresponding registration response according to the website template of each website in the website list; then extracting a preset field from the registration response; and finally, determining whether the user ID is registered to respond to the corresponding website according to the content in the preset field. The preset field is used for describing whether the user ID is registered in the corresponding website or not or describing that the user ID is not in accordance with a registration rule of the account. When the meaning of the preset field is that the user ID does not accord with the registration rule of the account, the user interest identification server determines that the user ID does not register the corresponding website.
Further, after determining the website where the user ID is registered, the user interest recognition server may transmit the website where the user ID is registered to the terminal so that the website where the user ID is registered is displayed at the terminal. Specifically, after the user terminal inputs a certain user ID and clicks "query", the user may view all websites in which the user ID is registered, or may view other websites in which the user ID of the website is registered after entering the website having the function. For example, as shown in fig. 3, when the user enters a website served by the user interest recognition server, and after the user inputs "abc 1233@163. com" in the search bar after "please input user ID" and clicks a query, 8 websites that are registered for the user are obtained, and 8 websites that are recommended for the user and may be of interest for the user are obtained.
In practical applications, users often need to know which websites are registered together with friends, so as to further know the common hobbies of friends. Therefore, in order to enable the user to quickly know the website co-registered with the friend, the following scheme can be adopted: and if at least two user IDs are input, after determining websites in the website list in which the user IDs are registered through the received registration response, transmitting the same websites in which the at least two user IDs are registered to the terminal, so that the terminal displays the same websites. For example, as shown in fig. 4, after the user enters the website served by the user interest recognition server, the user enters "1560 × 123", "1581 × 568", "1863 × 158" in the search bar behind "please enter the user ID" and clicks the query, and then the websites with the three cell phone numbers co-registered, that is, website 1, website 2, website 3, website 4, website 5, and website 6, are obtained.
205. And determining the interest of the user ID according to the website type of the website in which the user ID is registered.
206. Recommending websites which are not registered by the user ID in the website list to the user ID according to the interest of the user ID.
In practical applications, a user often likes to pay attention to some unregistered websites, so after the interest of the user ID is determined, websites which may be interested by the user can be screened from the unregistered websites of the user in the website list, and the websites are recommended to the user, thereby improving the effectiveness of the user in acquiring required information.
However, if some websites with the same interest as the user but with low user attention are recommended to the user, the user may not browse again after the initial browsing, so in order to further improve the effectiveness of the user in acquiring the required information, websites with higher degree of the unregistered websites may be recommended to the user. The specific implementation mode can be as follows: acquiring unregistered websites related to the user ID interest from a website list; acquiring registration information of the inquired other user IDs on unregistered websites; according to the registration information, counting the number of other user IDs registered in each website in the unregistered websites; recommending the number of the websites with the first M names to the current user ID, wherein M is a positive integer.
It should be added that, the function of querying a website registered by a certain user ID and recommending a related website and displaying the website mentioned in the above embodiments may be only one query tool, and is directly applied to the user terminal side, without using the user interest recognition server for service.
Further, according to the above method embodiment, another embodiment of the present invention further provides an apparatus for identifying a user interest, as shown in fig. 5, the apparatus mainly includes: an acquisition unit 31, a transmission unit 32, a reception unit 33, a first determination unit 34, and a second determination unit 35. Wherein,
an acquiring unit 31, configured to acquire a website list and a user identification number ID to be queried;
a sending unit 32, configured to send a registration request to a website server of each website in the website list, carrying the user ID obtained by the obtaining unit 31;
a receiving unit 33, configured to receive a registration response returned by each website server according to the registration request;
a first determining unit 34, configured to determine, through the registration response received by the receiving unit 33, a website in the website list for which the user ID is registered;
a second determining unit 35, configured to determine the interest of the user ID according to the website type of the website in which the user ID is registered, which is determined by the first determining unit 34.
Further, as shown in fig. 6, the first determining unit 34 includes:
the parsing module 341 is configured to parse the corresponding registration response according to the website template of each website in the website list, where the website template is used to describe the layout of a website registration page;
an extracting module 342, configured to extract a preset field from the registration response, where the preset field is used to describe whether the user ID is registered in the corresponding website or describe that the user ID does not conform to a registration rule of an account;
a determining module 343, configured to determine, according to the content in the preset field extracted by the extracting module 342, whether the user ID has registered the website corresponding to the registration response.
Further, as shown in fig. 6, the acquiring unit 31 includes:
a first obtaining module 311, configured to obtain a user ID from user registration information of a currently logged-in website;
a second obtaining module 312, configured to obtain the input user ID.
Further, as shown in fig. 6, the sending unit 32 is further configured to send the website with the registered user ID to the terminal after determining the website with the registered user ID in the website list through the registration response received by the receiving unit 33, so that the terminal displays the website with the registered user ID.
Further, the sending unit 32 is further configured to, when at least two user IDs are input, send the same website in which the at least two user IDs are registered to the terminal after determining, through the received registration response, the website in the website list in which the user IDs are registered, so that the terminal displays the same website.
Further, as shown in fig. 6, the apparatus further includes:
a recommending unit 36, configured to recommend, to the user ID, a website in the website list for which the user ID is not registered according to the interest of the user ID after the second determining unit 35 determines the interest of the user ID.
Further, as shown in fig. 6, the recommending unit 36 includes:
an obtaining module 361, configured to obtain an unregistered website related to the user ID interest from the website list;
the obtaining module 361 is further configured to obtain registration information of the queried other user ID to the unregistered website;
a counting module 362, configured to count, according to the registration information acquired by the acquiring module 361, the number of registered websites by the other user IDs in the unregistered website;
and the recommending module 363 is configured to recommend the number of the top M websites obtained by the counting module to the current user ID, where M is a positive integer.
Further, the user ID includes a user name, a mobile phone number, and a mailbox.
The device for identifying the user interest provided by the embodiment of the invention can send the registration request to the website servers of all websites in the website list with the user ID after acquiring the website list and the user ID to be inquired, and can determine the websites in the website list in which the user ID is registered according to the registration responses after receiving the registration responses returned by all website servers according to the registration request, and finally can determine the interest of the user ID according to the website types of the websites in which the user ID is registered. Because the website registered by the user is often the website interested by the user, and the invention does not relate to the historical browsing behavior of the user when determining the website registered by the user ID, the accuracy is higher than that of the prior art by inquiring the interests determined by all websites registered by the user ID, and the interests of the user can be determined as much as possible when the historical browsing behavior is less or single, so that the determined interests are more perfect, and the information required by the user can be provided for the user more effectively.
The embodiment of the invention also provides the following steps:
a1, a method of identifying user interests, the method comprising:
acquiring a website list and a user identity identification number ID to be inquired;
carrying the user ID to send a registration request to a website server of each website in the website list;
receiving registration responses returned by the website servers according to the registration requests;
determining websites in the website list for which the user ID is registered according to the received registration response;
and determining the interest of the user ID according to the website type of the website in which the user ID is registered.
A2, according to the method of A1, the determining the websites in the website list for which the user ID is registered by the received registration response includes:
analyzing corresponding registration response according to a website template of each website in the website list, wherein the website template is used for describing the layout of a website registration page;
extracting a preset field from the registration response, wherein the preset field is used for describing whether the user ID is registered in the corresponding website or not or describing that the user ID is not in accordance with a registration rule of an account;
and determining whether the user ID registers the website corresponding to the registration response or not according to the content in the preset field.
A3, according to the method in A1, obtaining the ID of the user ID to be queried includes:
acquiring a user ID from user registration information of a currently logged-in website;
alternatively, the input user ID is acquired.
A4, after determining websites in the website list for which the user ID is registered through the received registration response according to the method of A3, the method further comprising:
and sending the website with the registered user ID to a terminal so that the terminal can display the website with the registered user ID.
A5, according to the method of A4, after determining websites in the website list for which the user IDs are registered through the received registration response if at least two user IDs are input, the method further comprises:
and sending the same websites with the registered at least two user IDs to the terminal so that the terminal can display the same websites.
A6, according to the method of A1, after determining the interest of the user ID, the method further comprising:
recommending websites which are not registered by the user ID in the website list to the user ID according to the interest of the user ID.
A7, according to the method of A6, recommending websites with unregistered user IDs in the website list to the user IDs according to the interests of the user IDs includes:
obtaining unregistered websites related to the user ID interest from the website list;
acquiring the registration information of the inquired other user IDs on the unregistered website;
according to the registration information, counting the number of the other user IDs registered in each website in the unregistered websites;
recommending the websites with the number of M top names to the current user ID, wherein M is a positive integer.
A8, the method according to any one of A1 to A7, the user ID comprising a user name, a mobile phone number and a mailbox.
B9, an apparatus for identifying user interests, the apparatus comprising:
the system comprises an acquisition unit, a query unit and a query unit, wherein the acquisition unit is used for acquiring a website list and a user identity identification number ID to be queried;
a sending unit, configured to send a registration request to a website server of each website in the website list, carrying the user ID obtained by the obtaining unit;
a receiving unit, configured to receive a registration response returned by each website server according to the registration request;
a first determining unit, configured to determine, through the registration response received by the receiving unit, a website in the website list for which the user ID is registered;
a second determining unit, configured to determine, according to the website type of the website in which the user ID is registered determined by the first determining unit, an interest of the user ID.
B10, the apparatus of B9, the first determining unit comprising:
the analysis module is used for analyzing the corresponding registration response according to the website template of each website in the website list, wherein the website template is used for describing the layout of the website registration page;
an extraction module, configured to extract a preset field from the registration response, where the preset field is used to describe whether the user ID is registered in the corresponding website or describe that the user ID does not conform to a registration rule of an account;
and the determining module is used for determining whether the user ID registers the website corresponding to the registration response according to the content in the preset field extracted by the extracting module.
B11, the apparatus according to B9, the obtaining unit includes:
the first acquisition module is used for acquiring a user ID from user registration information of a currently logged-in website;
and the second acquisition module is used for acquiring the input user ID.
B12, the apparatus of B11, wherein the transmitting unit is further configured to transmit the website with the user ID registered to a terminal after determining the website with the user ID registered in the website list through the registration response received by the receiving unit, so that the terminal displays the website with the user ID registered.
B13, the apparatus of B12, wherein the transmitting unit is further configured to, when at least two user IDs are input, transmit the same website, for which the at least two user IDs are registered, to the terminal after determining websites, in the website list, for which the user IDs are registered, through the received registration response, so that the terminal displays the same website.
B14, the apparatus of B9, the apparatus further comprising:
and a recommending unit, configured to recommend, to the user ID, a website in the website list for which the user ID is not registered, according to the interest of the user ID after the second determining unit determines the interest of the user ID.
B15, the apparatus according to B14, the recommendation unit comprising:
an acquisition module, configured to acquire an unregistered website related to the user ID interest from the website list;
the acquisition module is also used for acquiring the registration information of the inquired other user IDs on the unregistered website;
the statistic module is used for counting the number of the other user IDs registered in each website in the unregistered websites according to the registration information acquired by the acquisition module;
and the recommending module is used for recommending the websites with the number of the top M acquired by the counting module to the current user ID, wherein M is a positive integer.
B16, the apparatus according to any one of B9 to B15, the user ID including a user name, a mobile phone number and a mailbox.
In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
It will be appreciated that the relevant features of the method and apparatus described above are referred to one another. In addition, "first", "second", and the like in the above embodiments are for distinguishing the embodiments, and do not represent merits of the embodiments.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
The algorithms and displays presented herein are not inherently related to any particular computer, virtual machine, or other apparatus. Various general purpose systems may also be used with the teachings herein. The required structure for constructing such a system will be apparent from the description above. Moreover, the present invention is not directed to any particular programming language. It is appreciated that a variety of programming languages may be used to implement the teachings of the present invention as described herein, and any descriptions of specific languages are provided above to disclose the best mode of the invention.
In the description provided herein, numerous specific details are set forth. It is understood, however, that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures and techniques have not been shown in detail in order not to obscure an understanding of this description.
Similarly, it should be appreciated that in the foregoing description of exemplary embodiments of the invention, various features of the invention are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the disclosure and aiding in the understanding of one or more of the various inventive aspects. However, the disclosed method should not be interpreted as reflecting an intention that: that the invention as claimed requires more features than are expressly recited in each claim. Rather, as the following claims reflect, inventive aspects lie in less than all features of a single foregoing disclosed embodiment. Thus, the claims following the detailed description are hereby expressly incorporated into this detailed description, with each claim standing on its own as a separate embodiment of this invention.
Those skilled in the art will appreciate that the modules in the device in an embodiment may be adaptively changed and disposed in one or more devices different from the embodiment. The modules or units or components of the embodiments may be combined into one module or unit or component, and furthermore they may be divided into a plurality of sub-modules or sub-units or sub-components. All of the features disclosed in this specification (including any accompanying claims, abstract and drawings), and all of the processes or elements of any method or apparatus so disclosed, may be combined in any combination, except combinations where at least some of such features and/or processes or elements are mutually exclusive. Each feature disclosed in this specification (including any accompanying claims, abstract and drawings) may be replaced by alternative features serving the same, equivalent or similar purpose, unless expressly stated otherwise.
Furthermore, those skilled in the art will appreciate that while some embodiments described herein include some features included in other embodiments, rather than other features, combinations of features of different embodiments are meant to be within the scope of the invention and form different embodiments. For example, in the following claims, any of the claimed embodiments may be used in any combination.
The various component embodiments of the invention may be implemented in hardware, or in software modules running on one or more processors, or in a combination thereof. It will be appreciated by those skilled in the art that a microprocessor or Digital Signal Processor (DSP) may be used in practice to implement some or all of the functions of some or all of the components of the method and apparatus for identifying user interests according to embodiments of the present invention. The present invention may also be embodied as apparatus or device programs (e.g., computer programs and computer program products) for performing a portion or all of the methods described herein. Such programs implementing the present invention may be stored on computer-readable media or may be in the form of one or more signals. Such a signal may be downloaded from an internet website or provided on a carrier signal or in any other form.
It should be noted that the above-mentioned embodiments illustrate rather than limit the invention, and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses shall not be construed as limiting the claim. The word "comprising" does not exclude the presence of elements or steps not listed in a claim. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention may be implemented by means of hardware comprising several distinct elements, and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by one and the same item of hardware. The usage of the words first, second and third, etcetera do not indicate any ordering. These words may be interpreted as names.
Claims (10)
1. A method of identifying user interests, the method comprising:
acquiring a website list and a user identity identification number ID to be inquired;
carrying the user ID to send a registration request to a website server of each website in the website list;
receiving registration responses returned by the website servers according to the registration requests;
determining websites in the website list for which the user ID is registered according to the received registration response;
and determining the interest of the user ID according to the website type of the website in which the user ID is registered.
2. The method of claim 1, wherein determining websites in the website list for which the user ID is registered via the received registration response comprises:
analyzing corresponding registration response according to a website template of each website in the website list, wherein the website template is used for describing the layout of a website registration page;
extracting a preset field from the registration response, wherein the preset field is used for describing whether the user ID is registered in the corresponding website or not or describing that the user ID is not in accordance with a registration rule of an account;
and determining whether the user ID registers the website corresponding to the registration response or not according to the content in the preset field.
3. The method of claim 1, wherein obtaining the ID number of the user to be queried comprises:
acquiring a user ID from user registration information of a currently logged-in website;
alternatively, the input user ID is acquired.
4. The method of claim 3, wherein after determining the websites in the website list for which the user IDs are registered from the received registration response, the method further comprises:
and sending the website with the registered user ID to a terminal so that the terminal can display the website with the registered user ID.
5. The method of claim 4, wherein if at least two user IDs are input, after determining websites in the website list for which the user IDs are registered through the received registration response, the method further comprises:
and sending the same websites with the registered at least two user IDs to the terminal so that the terminal can display the same websites.
6. The method of claim 1, wherein after determining the interest of the user ID, the method further comprises:
recommending websites which are not registered by the user ID in the website list to the user ID according to the interest of the user ID.
7. The method of claim 6, wherein recommending, to the user ID, a website in the website list for which the user ID is not registered according to the interest of the user ID comprises:
obtaining unregistered websites related to the user ID interest from the website list;
acquiring the registration information of the inquired other user IDs on the unregistered website;
according to the registration information, counting the number of the other user IDs registered in each website in the unregistered websites;
recommending the websites with the number of M top names to the current user ID, wherein M is a positive integer.
8. The method of any of claims 1-7, wherein the user ID comprises a user name, a mobile phone number, and a mailbox.
9. An apparatus for identifying user interests, the apparatus comprising:
the system comprises an acquisition unit, a query unit and a query unit, wherein the acquisition unit is used for acquiring a website list and a user identity identification number ID to be queried;
a sending unit, configured to send a registration request to a website server of each website in the website list, carrying the user ID obtained by the obtaining unit;
a receiving unit, configured to receive a registration response returned by each website server according to the registration request;
a first determining unit, configured to determine, through the registration response received by the receiving unit, a website in the website list for which the user ID is registered;
a second determining unit, configured to determine, according to the website type of the website in which the user ID is registered determined by the first determining unit, an interest of the user ID.
10. The apparatus of claim 9, wherein the first determining unit comprises:
the analysis module is used for analyzing the corresponding registration response according to the website template of each website in the website list, wherein the website template is used for describing the layout of the website registration page;
an extraction module, configured to extract a preset field from the registration response, where the preset field is used to describe whether the user ID is registered in the corresponding website or describe that the user ID does not conform to a registration rule of an account;
and the determining module is used for determining whether the user ID registers the website corresponding to the registration response according to the content in the preset field extracted by the extracting module.
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| CN201610509840.XA CN106202297A (en) | 2016-06-30 | 2016-06-30 | Identify the method and device of user interest |
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| CN201610509840.XA CN106202297A (en) | 2016-06-30 | 2016-06-30 | Identify the method and device of user interest |
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