CN106126632A - Recommend method and device - Google Patents

Recommend method and device Download PDF

Info

Publication number
CN106126632A
CN106126632A CN201610460810.4A CN201610460810A CN106126632A CN 106126632 A CN106126632 A CN 106126632A CN 201610460810 A CN201610460810 A CN 201610460810A CN 106126632 A CN106126632 A CN 106126632A
Authority
CN
China
Prior art keywords
content
theme
currently browsed
network data
webpage currently
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201610460810.4A
Other languages
Chinese (zh)
Inventor
陈志军
龙飞
汪平仄
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Xiaomi Mobile Software Co Ltd
Original Assignee
Beijing Xiaomi Mobile Software Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Xiaomi Mobile Software Co Ltd filed Critical Beijing Xiaomi Mobile Software Co Ltd
Priority to CN201610460810.4A priority Critical patent/CN106126632A/en
Publication of CN106126632A publication Critical patent/CN106126632A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/30Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F16/33Querying
    • G06F16/335Filtering based on additional data, e.g. user or group profiles
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation

Abstract

The disclosure is directed to recommend method and device.The method includes: obtain text feature information and the theme of the content of the webpage currently browsed, obtain and preset network data, described default network data includes user network historical behavior data, text feature information and the theme presetting network data is obtained from described default network data, text feature information and the theme of the content of the webpage currently browsed are mated with text feature information and the theme of default network data, determine object content relevant to the webpage currently browsed in default network data, show object content.This technical scheme can recommend, according to the web page contents that user browses, the content be correlated with automatically for user, decreases user operation, improves the experience of user.

Description

Recommend method and device
Technical field
It relates to language processing techniques field, particularly relate to recommend method and device.
Background technology
Natural language processing is computer science and an important directions in artificial intelligence field.Its research can be real Existing various theories and the method carrying out efficient communication between people and computer with natural language.Natural language processing is one and melts language Yan Xue, computer science, mathematics are in the science of one.Therefore, the research in this field relates to natural language, and i.e. people are daily makes Language, so it has close contacting with philological research, but have important difference.Natural language processing is not Be usually to study natural language, and be to develop and can be effectively realized the computer system of natural language communication, particularly its In software system.Natural language processing is computer science, artificial intelligence, and computer and the mankind's (naturally) language are paid close attention in linguistics The field of the interaction between speech.
Summary of the invention
Disclosure embodiment provides recommends method and device.Described technical scheme is as follows:
First aspect according to disclosure embodiment, it is provided that a kind of recommendation method, including:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, described default network data includes user network historical behavior data, presets from described Network data obtains text feature information and the theme of described default network data;
Literary composition by the text feature information of the content of the described webpage currently browsed and theme with described default network data Eigen information and theme mate, and determine target relevant to the described webpage currently browsed in described default network data Content;
Show described object content.
In one embodiment, described method may also include that
Obtain user network historical behavior data;
Default network data is determined according to described user network historical behavior data.
In one embodiment, described method may also include that
Obtain the content of the webpage currently browsed;
Judge whether described content is focus incident;
When described content is focus incident, obtain text feature information and the theme of the content of the webpage currently browsed.
In one embodiment, described judge whether described content is focus incident, it may include:
The subject information of current hotspot and the subject information of historical heat is obtained from network;
Subject information and the subject information of historical heat according to described current hotspot determine the described webpage currently browsed Content whether belong to focus incident.
In one embodiment, described determine according to the subject information of described current hotspot and the subject information of historical heat Whether the content of the described webpage currently browsed belongs to focus incident, it may include:
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By the subject information of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot and The subject information of historical heat mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
In one embodiment, described mesh relevant to the described webpage currently browsed in described default network data is determined Mark content, it may include:
The text feature information with the content of the described webpage currently browsed and theme is obtained from default network data The data joined;
Described data are ranked up according to predetermined order rule;
The data coming top N are defined as object content.
Second aspect according to disclosure embodiment, it is provided that a kind of recommendation apparatus, including:
First acquisition module, for obtaining text feature information and the theme of the content of the webpage currently browsed;
Second acquisition module, is used for obtaining default network data, and described default network data includes user network history row For data, from described default network data, obtain text feature information and the theme of described default network data;
Determine module, for the text feature information of the content of the described webpage currently browsed and theme being preset with described The text feature information of network data and theme mate, determine in described default network data with the described net currently browsed The object content that page is relevant;
Display module, is used for showing described object content.
In one embodiment, described device may also include that
3rd acquisition module, for obtaining the content of the webpage currently browsed;
Judge module, is used for judging whether described content is focus incident;
4th acquisition module, for when described content is focus incident, obtains the literary composition of the content of the webpage currently browsed Eigen information and theme.
In one embodiment, described judge module, it may include:
First obtains submodule, the theme letter of subject information and historical heat for obtaining current hotspot from network Breath;
First determines submodule, for determining according to the subject information of described current hotspot and the subject information of historical heat Whether the content of the described webpage currently browsed belongs to focus incident.
In one embodiment, described first determines that submodule can be additionally used in:
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By the subject information of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot and The subject information of historical heat mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
In one embodiment, described module is determined, it may include:
Second obtains submodule, for obtaining the literary composition of the content with the described webpage currently browsed from default network data Eigen information and the data of theme coupling;
Sorting sub-module, for being ranked up according to predetermined order rule described data;
Second determines submodule, for the data coming top N are defined as object content.
The third aspect according to disclosure embodiment, it is provided that a kind of recommendation apparatus, including:
Processor;
For storing the memorizer of processor executable;
Wherein, described processor is configured to:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, described default network data includes user network historical behavior data, presets from described Network data obtains text feature information and the theme of described default network data;
Literary composition by the text feature information of the content of the described webpage currently browsed and theme with described default network data Eigen information and theme mate, and determine target relevant to the described webpage currently browsed in described default network data Content;
Show described object content.
Embodiment of the disclosure that the technical scheme of offer can include following beneficial effect:
Technique scheme, by obtaining text feature information and the theme of the content of the webpage currently browsed, obtains pre- If network data, default network data includes user network historical behavior data, obtains and preset network from default network data The text feature information of data and theme, by the text feature information of the content of webpage currently browsed and theme and default network The text feature information of data and theme mate, and determine target relevant to the webpage currently browsed in default network data Content, shows object content.Such that it is able to the web page contents browsed according to user recommends the content being correlated with automatically for user, reduce User operation, improves the experience of user.
It should be appreciated that it is only exemplary and explanatory, not that above general description and details hereinafter describe The disclosure can be limited.
Accompanying drawing explanation
Accompanying drawing herein is merged in description and constitutes the part of this specification, it is shown that meet the enforcement of the disclosure Example, and for explaining the principle of the disclosure together with description.
Fig. 1 is the flow chart according to the recommendation method shown in an exemplary embodiment.
Fig. 2 is the flow chart according to the another kind of recommendation method shown in an exemplary embodiment.
Fig. 3 is to recommend the flow chart of step S106 in method according to a kind of shown in an exemplary embodiment.
Fig. 4 is according to the flow chart of step S302 in the recommendation method shown in an exemplary embodiment.
Fig. 5 is according to the flow chart of step S103 in the recommendation method shown in an exemplary embodiment.
Fig. 6 is the block diagram according to the recommendation apparatus shown in an exemplary embodiment.
Fig. 7 is the block diagram according to the another kind of recommendation apparatus shown in an exemplary embodiment.
Fig. 8 is according to the block diagram of judge module 66 in the recommendation apparatus shown in an exemplary embodiment.
Fig. 9 is according to the block diagram determining module 63 in the recommendation apparatus shown in an exemplary embodiment.
Figure 10 is according to the block diagram being applicable to recommendation apparatus shown in an exemplary embodiment.
Detailed description of the invention
Here will illustrate exemplary embodiment in detail, its example represents in the accompanying drawings.Explained below relates to During accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represents same or analogous key element.Following exemplary embodiment Described in embodiment do not represent all embodiments consistent with the disclosure.On the contrary, they are only with the most appended The example of the apparatus and method that some aspects that described in detail in claims, the disclosure are consistent.
Fig. 1 is according to a kind of flow chart recommending method shown in an exemplary embodiment, as it is shown in figure 1, the method is used In terminal, terminal can be the terminal units such as mobile phone, palm PC, notebook, computer.The method can be additionally used in server In, this recommendation method comprises the following steps S101-S104:
In step S101, obtain text feature information and the theme of the content of the webpage currently browsed.
In one embodiment, the text feature information of web page contents can include at least one in following information: webpage The word frequency of word and the summary of web page contents in the keyword of content, web page contents.
In step s 102, obtaining and preset network data, default network data includes user network historical behavior data, from Preset and network data obtains text feature information and the theme presetting network data.
In step s 103, by the text feature information of the content of webpage currently browsed and theme and default network data Text feature information and theme mate, in determining target relevant to the webpage currently browsed in default network data Hold.
In step S104, show object content.
Default network data includes user network historical behavior data, can be the webpage in the forum that often browses of user Data, it is also possible to be certain several website of setting according to the actual requirements of system or the web data of forum.Illustrate, Yong Hu When browsing webpage, in the forum that automatically user can be recommended often to browse for user, browsed web content current to user is relevant Model.And the model of recommendation shown the side (right side, left side, above or below) currently browsing webpage user.User's point Hit in the model that just can jump to this forum.
The said method of disclosure embodiment, by obtaining text feature information and the master of the content of the webpage currently browsed Topic, obtains and presets network data, and default network data includes user network historical behavior data, obtains from default network data Preset the text feature information of network data and theme, by the text feature information of the content of webpage currently browsed and theme with Preset the text feature information of network data and theme mate, determine in default network data with the webpage phase currently browsed The object content closed, shows object content.Such that it is able to what the web page contents browsed according to user was recommended to be correlated with for user automatically Content, decreases user operation, improves the experience of user.
In one embodiment, as in figure 2 it is shown, before step S101, said method may also include step S105- S107:
In step S105, obtain the content of the webpage currently browsed.
In step s 106, it is judged that whether content is focus incident.
In step s 107, when content is focus incident, obtain the text feature letter of the content of the webpage currently browsed Breath and theme.
In order to make recommendation more accurate, usually during focus incident, just user goes each World Jam to see the wish meeting that model is discussed Strongly, the most only during focus incident, corresponding model and the reply number of each World Jam just can roll up.The present embodiment In, when the content of the webpage that user currently browses is focus incident, just recommend object content to user, thus only to focus master The webpage of topic is recommended, and makes recommendation more meet user's actual need.
In one embodiment, as it is shown on figure 3, step S106 may be implemented as step S301-S302:
In step S301, from network, obtain the subject information of current hotspot and the subject information of historical heat.
In step s 302, determine according to the subject information of current hotspot and the subject information of historical heat and currently to browse Whether the content of webpage belongs to focus incident.
In the present embodiment, when whether the content judging that user currently browses is focus incident, first obtain from network Current hotspot and focus theme once, naturally it is also possible to the most only obtain current hotspot theme.Current to user The webpage browsed is analyzed, and determines whether the content of the webpage currently browsed belongs to focus incident, such that it is able to accurately, quickly Determine focus incident.
In one embodiment, as shown in Figure 4, step S302 may be implemented as step S401-S403:
In step S401, extract keyword and/or the theme of the content of the webpage currently browsed.
In step S402, by the theme of the keyword of the content of webpage currently browsed and/or theme with current hotspot The subject information of information and historical heat mates.
In step S403, if coupling, it is determined that the content of the webpage currently browsed belongs to focus incident.
In the present embodiment, the keyword of content and/or the theme of theme and current hotspot of the webpage currently browsed are believed The subject information of breath and historical heat mates, if having consistent keyword or theme, it is determined that the net currently browsed The content of page belongs to focus incident.
In one embodiment, as it is shown in figure 5, determination in step S103 preset in network data with the net currently browsed The object content that page is relevant, it may include:
In step S501, the text feature information of the content of the webpage obtaining from default network data and currently browsing Data with theme coupling.
In step S502, data are ranked up according to predetermined order rule.
In step S503, the data coming top N are defined as object content.
In one embodiment, predetermined order rule comprises the steps that
Money order receipt to be signed and returned to the sender quantity order from more to less or browse quantity order from more to less.
The model and the webpage that mate with text feature information and the theme of the content of the webpage currently browsed may have multiple, In the present embodiment, be ranked up according to the money order receipt to be signed and returned to the sender quantity of model and the number of times that browsed, in order, extraction top or Each forum respectively extracts top and shows user.If it addition, user certain forum upper remains log-on message in systems, Then this forum of automated log on.
Following for disclosure device embodiment, may be used for performing method of disclosure embodiment.
Fig. 6 is the block diagram according to a kind of recommendation apparatus shown in an exemplary embodiment, and this device can pass through software, hard Part or both be implemented in combination with become the some or all of of electronic equipment.As shown in Figure 6, this recommendation apparatus includes:
First acquisition module 61, is configured to obtain the text feature information of the content of the webpage currently browsed and theme;
Second acquisition module 62, is configured to obtain default network data, and default network data includes user network history Behavioral data, obtains text feature information and the theme presetting network data from default network data;
Determine module 63, be configured to the text feature information of content by the webpage currently browsed and theme and default net The text feature information of network data and theme mate, and determine mesh relevant to the webpage currently browsed in default network data Mark content;
Display module 64, is display configured to object content.
In one embodiment, as it is shown in fig. 7, said apparatus may also include that
3rd acquisition module 65, is configured to obtain the content of the webpage currently browsed;
Judge module 66, is configured to judge whether content is focus incident;
4th acquisition module 67, is configured as content when being focus incident, obtains the content of the webpage currently browsed Text feature information and theme.
In one embodiment, as shown in Figure 8, it is judged that module 66, it may include:
First obtains submodule 81, is configured to the master of subject information and the historical heat obtaining current hotspot from network Topic information;
First determines submodule 82, and the subject information being configured to the subject information according to current hotspot and historical heat is true Whether the content of the webpage browsed before settled belongs to focus incident.
In one embodiment, first determines that submodule 82 is also configured to:
Extract keyword and/or the theme of the content of the webpage currently browsed;
By subject information and the historical heat of the keyword of the content of webpage currently browsed and/or theme and current hotspot Subject information mate;
If coupling, it is determined that the content of the webpage currently browsed belongs to focus incident.
In one embodiment, as it is shown in figure 9, determine module 63, it may include:
Second obtains submodule 91, is configured to from default network data the acquisition content with the webpage currently browsed Text feature information and the data of theme coupling;
Sorting sub-module 92, is configured to be ranked up data according to predetermined order rule;
Second determines submodule 93, is configured to the data coming top N are defined as object content.
In one embodiment, predetermined order rule comprises the steps that
Money order receipt to be signed and returned to the sender quantity order from more to less or browse quantity order from more to less.
In one embodiment, the text feature information of web page contents can include at least one in following information:
The word frequency of word and the summary of web page contents in the keyword of web page contents, web page contents.
Disclosure embodiment also provides for a kind of recommendation apparatus, including:
Processor;
For storing the memorizer of processor executable;
Wherein, described processor is configured to:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, default network data includes user network historical behavior data, from described default network Data obtain text feature information and the theme of described default network data;
Literary composition by the text feature information of the content of the described webpage currently browsed and theme with described default network data Eigen information and theme mate, and determine target relevant to the described webpage currently browsed in described default network data Content;
Show described object content.
Above-mentioned processor is also configured to
Obtain the content of the webpage currently browsed;
Judge whether described content is focus incident;
When described content is focus incident, obtain text feature information and the theme of the content of the webpage currently browsed.
Above-mentioned processor is also configured to
The subject information of current hotspot and the subject information of historical heat is obtained from network;
Subject information and the subject information of historical heat according to described current hotspot determine the described webpage currently browsed Content whether belong to focus incident.
Above-mentioned processor is also configured to
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By the subject information of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot and The subject information of historical heat mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
Above-mentioned processor is also configured to
The text feature information with the content of the described webpage currently browsed and theme is obtained from default network data The data joined;
Described data are ranked up according to predetermined order rule;
The data coming top N are defined as object content.
Figure 10 is according to a kind of block diagram for recommendation apparatus shown in an exemplary embodiment, and this device is applicable to terminal Equipment.Such as, device 1200 can be mobile phone, computer, digital broadcast terminal, messaging devices, game console, Tablet device, armarium, body-building equipment, personal digital assistant etc..
Device 1200 can include following one or more assembly: processes assembly 1202, memorizer 1204, power supply module 1206, multimedia groupware 1208, audio-frequency assembly 1210, the interface 1212 of input/output (I/O), sensor cluster 1214, and Communications component 1216.
Process assembly 1202 and generally control the integrated operation of device 1200, such as with display, call, data communication, The operation that camera operation and record operation are associated.Process assembly 1202 and can include that one or more processor 1220 performs Instruction, to complete all or part of step of above-mentioned method.Additionally, process assembly 1202 can include one or more mould Block, it is simple to process between assembly 1202 and other assemblies is mutual.Such as, process assembly 1202 and can include multi-media module, With facilitate multimedia groupware 1208 and process between assembly 1202 mutual.
Memorizer 1204 is configured to store various types of data to support the operation at device 1200.These data Example include on device 1200 operation any application program or the instruction of method, contact data, telephone book data, Message, picture, video etc..Memorizer 1204 can by any kind of volatibility or non-volatile memory device or they Combination realizes, such as static RAM (SRAM), Electrically Erasable Read Only Memory (EEPROM), erasable can Program read-only memory (EPROM), programmable read only memory (PROM), read only memory (ROM), magnetic memory, flash memory Reservoir, disk or CD.
The various assemblies that power supply module 1206 is device 1200 provide electric power.Power supply module 1206 can include power management System, one or more power supplys, and other generate, manage and distribute, with for device 1200, the assembly that electric power is associated.
The screen of one output interface of offer that multimedia groupware 1208 is included between described device 1200 and user.? In some embodiments, screen can include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, Screen may be implemented as touch screen, to receive the input signal from user.Touch panel includes that one or more touch passes Sensor is with the gesture on sensing touch, slip and touch panel.Described touch sensor can not only sense touch or slide dynamic The border made, but also detect the persistent period relevant to described touch or slide and pressure.In certain embodiments, many Media component 1208 includes a front-facing camera and/or post-positioned pick-up head.When device 1200 is in operator scheme, such as shooting mould When formula or video mode, front-facing camera and/or post-positioned pick-up head can receive the multi-medium data of outside.Each preposition shooting Head and post-positioned pick-up head can be a fixing optical lens system or have focal length and optical zoom ability.
Audio-frequency assembly 1210 is configured to output and/or input audio signal.Such as, audio-frequency assembly 1210 includes a wheat Gram wind (MIC), when device 1200 is in operator scheme, during such as call model, logging mode and speech recognition mode, mike quilt It is configured to receive external audio signal.The audio signal received can be further stored at memorizer 1204 or via communication Assembly 1216 sends.In certain embodiments, audio-frequency assembly 1210 also includes a speaker, is used for exporting audio signal.
I/O interface 1212 provides interface, above-mentioned peripheral interface module for processing between assembly 1202 and peripheral interface module Can be keyboard, put striking wheel, button etc..These buttons may include but be not limited to: home button, volume button, start button and Locking press button.
Sensor cluster 1214 includes one or more sensor, for providing the state of various aspects to comment for device 1200 Estimate.Such as, what sensor cluster 1214 can detect device 1200 opens/closed mode, the relative localization of assembly, such as institute Stating display and keypad that assembly is device 1200, sensor cluster 1214 can also detect device 1200 or device 1,200 1 The position change of individual assembly, the presence or absence that user contacts with device 1200, device 1200 orientation or acceleration/deceleration and dress Put the variations in temperature of 1200.Sensor cluster 1214 can include proximity transducer, is configured to do not having any physics The existence of object near detection during contact.Sensor cluster 1214 can also include optical sensor, as CMOS or ccd image sense Device, for using in imaging applications.In certain embodiments, this sensor cluster 1214 can also include acceleration sensing Device, gyro sensor, Magnetic Sensor, pressure transducer or temperature sensor.
Communications component 1216 is configured to facilitate the communication of wired or wireless mode between device 1200 and other equipment.Dress Put 1200 and can access wireless network based on communication standard, such as WiFi, 2G or 3G, or combinations thereof.Exemplary at one In embodiment, broadcast singal or broadcast that communications component 1216 receives from external broadcasting management system via broadcast channel are relevant Information.In one exemplary embodiment, described communications component 1216 also includes near-field communication (NFC) module, to promote short distance Communication.Such as, can be based on RF identification (RFID) technology in NFC module, Infrared Data Association (IrDA) technology, ultra broadband (UWB) technology, bluetooth (BT) technology and other technologies realize.
In the exemplary embodiment, device 1200 can be by one or more application specific integrated circuits (ASIC), numeral Signal processor (DSP), digital signal processing appts (DSPD), PLD (PLD), field programmable gate array (FPGA), controller, microcontroller, microprocessor or other electronic components realize, be used for performing said method.
In the exemplary embodiment, a kind of non-transitory computer-readable recording medium including instruction, example are additionally provided As included the memorizer 1204 of instruction, above-mentioned instruction can have been performed said method by the processor 1220 of device 1200.Example If, described non-transitory computer-readable recording medium can be ROM, random access memory (RAM), CD-ROM, tape, soft Dish and optical data storage devices etc..
A kind of non-transitory computer-readable recording medium, when the instruction in described storage medium is by the process of device 1200 When device performs so that device 1200 is able to carry out above-mentioned recommendation method, and described method includes:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, default network data includes user network historical behavior data, from described default network Data obtain text feature information and the theme of described default network data;
Literary composition by the text feature information of the content of the described webpage currently browsed and theme with described default network data Eigen information and theme mate, and determine target relevant to the described webpage currently browsed in described default network data Content;
Show described object content.
In one embodiment, described method may also include that
Obtain the content of the webpage currently browsed;
Judge whether described content is focus incident;
When described content is focus incident, obtain text feature information and the theme of the content of the webpage currently browsed.
In one embodiment, described judge whether described content is focus incident, it may include:
The subject information of current hotspot and the subject information of historical heat is obtained from network;
Subject information and the subject information of historical heat according to described current hotspot determine the described webpage currently browsed Content whether belong to focus incident.
In one embodiment, described determine according to the subject information of described current hotspot and the subject information of historical heat Whether the content of the described webpage currently browsed belongs to focus incident, it may include:
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By the subject information of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot and The subject information of historical heat mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
In one embodiment, described mesh relevant to the described webpage currently browsed in described default network data is determined Mark content, it may include:
The text feature information with the content of the described webpage currently browsed and theme is obtained from default network data The data joined;
Described data are ranked up according to predetermined order rule;
The data coming top N are defined as object content.
Those skilled in the art, after considering description and putting into practice disclosure disclosed herein, will readily occur to its of the disclosure Its embodiment.The application is intended to any modification, purposes or the adaptations of the disclosure, these modification, purposes or Person's adaptations is followed the general principle of the disclosure and includes the undocumented common knowledge in the art of the disclosure Or conventional techniques means.Description and embodiments is considered only as exemplary, and the true scope of the disclosure and spirit are by following Claim is pointed out.
It should be appreciated that the disclosure is not limited to precision architecture described above and illustrated in the accompanying drawings, and And various modifications and changes can carried out without departing from the scope.The scope of the present disclosure is only limited by appended claim.

Claims (11)

1. recommend method for one kind, it is characterised in that including:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, described default network data includes user network historical behavior data, from described default network Data obtain text feature information and the theme of described default network data;
By special with the text of described default network data to text feature information and the theme of the content of the described webpage currently browsed Reference breath and theme mate, in determining target relevant to the described webpage currently browsed in described default network data Hold;
Show described object content.
2. the method for claim 1, it is characterised in that described method also includes:
Obtain the content of the webpage currently browsed;
Judge whether described content is focus incident;
When described content is focus incident, obtain text feature information and the theme of the content of the webpage currently browsed.
3. method as claimed in claim 2, it is characterised in that described judge whether described content is focus incident, including:
The subject information of current hotspot and the subject information of historical heat is obtained from network;
In subject information according to described current hotspot and the subject information of historical heat determine the described webpage currently browsed Hold and whether belong to focus incident.
4. method as claimed in claim 3, it is characterised in that the described subject information according to described current hotspot and history heat The subject information of point determines whether the content of the described webpage currently browsed belongs to focus incident, including:
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By subject information and the history of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot The subject information of focus mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
5. method as claimed in claim 4, it is characterised in that described determine in described default network data the most clear with described The object content that the webpage look at is relevant, including:
From default network data, obtain the text feature information with the content of the described webpage currently browsed and theme mates Data;
Described data are ranked up according to predetermined order rule;
The data coming top N are defined as object content.
6. a recommendation apparatus, it is characterised in that including:
First acquisition module, for obtaining text feature information and the theme of the content of the webpage currently browsed;
Second acquisition module, is used for obtaining default network data, and described default network data includes user network historical behavior number According to, from described default network data, obtain text feature information and the theme of described default network data;
Determine module, for by the text feature information of the content of the described webpage currently browsed and theme and described default network The text feature information of data and theme mate, determine in described default network data with the described webpage phase currently browsed The object content closed;
Display module, is used for showing described object content.
7. device as claimed in claim 6, it is characterised in that described device also includes:
3rd acquisition module, for obtaining the content of the webpage currently browsed;
Judge module, is used for judging whether described content is focus incident;
4th acquisition module, for when described content is focus incident, the text of the content obtaining the webpage currently browsed is special Reference breath and theme.
8. device as claimed in claim 7, it is characterised in that described judge module, including:
First obtains submodule, for obtaining the subject information of current hotspot and the subject information of historical heat from network;
First determines submodule, described for determining according to the subject information of described current hotspot and the subject information of historical heat Whether the content of the webpage currently browsed belongs to focus incident.
9. device as claimed in claim 8, it is characterised in that described first determines that submodule is additionally operable to:
Extract keyword and/or the theme of the content of the described webpage currently browsed;
By subject information and the history of the keyword of the content of the described webpage currently browsed and/or theme and described current hotspot The subject information of focus mates;
If coupling, it is determined that the content of the described webpage currently browsed belongs to focus incident.
10. device as claimed in claim 9, it is characterised in that described determine module, including:
Second obtains submodule, special for obtaining the text of the content with the described webpage currently browsed from default network data Reference breath and the data of theme coupling;
Sorting sub-module, for being ranked up according to predetermined order rule described data;
Second determines submodule, for the data coming top N are defined as object content.
11. 1 kinds of recommendation apparatus, it is characterised in that including:
Processor;
For storing the memorizer of processor executable;
Wherein, described processor is configured to:
Obtain text feature information and the theme of the content of the webpage currently browsed;
Obtaining and preset network data, described default network data includes user network historical behavior data, from described default network Data obtain text feature information and the theme of described default network data;
By special with the text of described default network data to text feature information and the theme of the content of the described webpage currently browsed Reference breath and theme mate, in determining target relevant to the described webpage currently browsed in described default network data Hold;
Show described object content.
CN201610460810.4A 2016-06-22 2016-06-22 Recommend method and device Pending CN106126632A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201610460810.4A CN106126632A (en) 2016-06-22 2016-06-22 Recommend method and device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201610460810.4A CN106126632A (en) 2016-06-22 2016-06-22 Recommend method and device

Publications (1)

Publication Number Publication Date
CN106126632A true CN106126632A (en) 2016-11-16

Family

ID=57267880

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201610460810.4A Pending CN106126632A (en) 2016-06-22 2016-06-22 Recommend method and device

Country Status (1)

Country Link
CN (1) CN106126632A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106874522A (en) * 2017-03-29 2017-06-20 珠海习悦信息技术有限公司 Information recommendation method, device, storage medium and processor
CN107483595A (en) * 2017-08-23 2017-12-15 北京百度网讯科技有限公司 Information-pushing method and device
CN107577664A (en) * 2017-08-29 2018-01-12 百度在线网络技术(北京)有限公司 Method and apparatus for display information
CN108681567A (en) * 2018-05-03 2018-10-19 青岛海信移动通信技术股份有限公司 A kind of information recommendation method and device
CN109753611A (en) * 2018-11-26 2019-05-14 国家新闻出版广电总局广播电视规划院 To the method and device in current accessed page match information library
CN113590974A (en) * 2021-09-29 2021-11-02 北京每日优鲜电子商务有限公司 Recommendation page configuration method and device, electronic equipment and computer readable medium

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103064945A (en) * 2012-12-26 2013-04-24 吉林大学 Situation searching method based on body
CN103177090A (en) * 2013-03-08 2013-06-26 亿赞普(北京)科技有限公司 Topic detection method and device based on big data
CN104077288A (en) * 2013-03-26 2014-10-01 富士通株式会社 Web page content recommendation method and web page content recommendation equipment

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103064945A (en) * 2012-12-26 2013-04-24 吉林大学 Situation searching method based on body
CN103177090A (en) * 2013-03-08 2013-06-26 亿赞普(北京)科技有限公司 Topic detection method and device based on big data
CN104077288A (en) * 2013-03-26 2014-10-01 富士通株式会社 Web page content recommendation method and web page content recommendation equipment

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106874522A (en) * 2017-03-29 2017-06-20 珠海习悦信息技术有限公司 Information recommendation method, device, storage medium and processor
CN107483595A (en) * 2017-08-23 2017-12-15 北京百度网讯科技有限公司 Information-pushing method and device
CN107577664A (en) * 2017-08-29 2018-01-12 百度在线网络技术(北京)有限公司 Method and apparatus for display information
CN108681567A (en) * 2018-05-03 2018-10-19 青岛海信移动通信技术股份有限公司 A kind of information recommendation method and device
CN109753611A (en) * 2018-11-26 2019-05-14 国家新闻出版广电总局广播电视规划院 To the method and device in current accessed page match information library
CN113590974A (en) * 2021-09-29 2021-11-02 北京每日优鲜电子商务有限公司 Recommendation page configuration method and device, electronic equipment and computer readable medium
CN113590974B (en) * 2021-09-29 2022-01-28 北京每日优鲜电子商务有限公司 Recommendation page configuration method and device, electronic equipment and computer readable medium

Similar Documents

Publication Publication Date Title
CN106126632A (en) Recommend method and device
CN106528709A (en) Social information recommendation method and apparatus
CN104572942A (en) Push message display method and push message display device
CN104731688B (en) Point out the method and device of reading progress
CN106055707A (en) Bullet screen display method and device
CN105068976A (en) Ticket information exhibition method and device
CN104079964B (en) The method and device of transmission of video information
CN104636164B (en) Start page generation method and device
CN105635266B (en) Method, apparatus and terminal for reported data
CN106130873A (en) Information processing method and device
CN104331503A (en) Information push method and device
CN104111979A (en) Search recommendation method and device
CN104391878A (en) Book search method and book search device
CN104281703A (en) Method and device for calculating similarity among uniform resource locators (URL)
CN105373580A (en) Method and device for displaying subjects
CN106789551B (en) Conversation message methods of exhibiting and device
CN106503131A (en) Obtain the method and device of interest information
CN105139033A (en) Classifier construction method and device and image processing method and device
CN105678266A (en) Method and device for combining photo albums of human faces
CN106202150A (en) Method for information display and device
CN105786944A (en) Method and device for automatically turning pages of browser
CN106228374A (en) Queuing service method and apparatus
CN105677392A (en) Method and apparatus for recommending applications
CN107402767A (en) The method and apparatus for showing PUSH message
CN105095366A (en) Method and device for processing character messages

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20161116