CN110275981A - A kind of content recommendation method and device - Google Patents
A kind of content recommendation method and device Download PDFInfo
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- CN110275981A CN110275981A CN201910578717.7A CN201910578717A CN110275981A CN 110275981 A CN110275981 A CN 110275981A CN 201910578717 A CN201910578717 A CN 201910578717A CN 110275981 A CN110275981 A CN 110275981A
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- target user
- recommendation request
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- recommendation
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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
- G06F16/60—Information retrieval; Database structures therefor; File system structures therefor of audio data
- G06F16/63—Querying
- G06F16/635—Filtering based on additional data, e.g. user or group profiles
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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
Abstract
The embodiment of the present invention proposes a kind of content recommendation method and device, and wherein method includes: the historical data based on target user, determines the first habit of target user；Wherein, it is included at least in the historical data: the content that target user's historical time section different at least one historical time section is played；The first habit based on the target user generates the first recommendation request；Wherein, first recommendation request is for inquiring whether target user will play the first content as fixed behavior in first time period；When receiving the target user when first time period requests to play first content, before playing the first content for the target user, Xiang Suoshu target user sends first recommendation request.To under the premise of meeting user's habit, allow users to the broadcasting habit by itself as fixed behavior, so that the operation of user is more quick and easy.
Description
Technical field
The present invention relates to technical field of information processing more particularly to a kind of content recommendation methods and device.
Background technique
When the content that user is requested by terminal plays, may there are the habit of oneself, and different use
Family may be accustomed to also not identical.But existing habit when the broadcasting content of different users how to be combined to mention for user
For being more in line with the service of demand, so that the usage experience of user is more preferable, it is current problem to be solved.
Summary of the invention
The embodiment of the present invention provides a kind of content recommendation method and device, to solve one or more skills in the prior art
Art problem.
In a first aspect, the embodiment of the invention provides a kind of content recommendation methods, comprising:
Historical data based on target user determines the first habit of target user；Wherein, in the historical data at least
Include: the content that target user's historical time section different at least one historical time section is played；The target user
First habit for history first time period play first content；
The first habit based on the target user generates the first recommendation request；Wherein, first recommendation request is used for
Whether inquiry target user will play the first content as fixed behavior in first time period；
When receiving the target user when first time period requests to play first content, broadcast for the target user
Before putting the first content, Xiang Suoshu target user sends first recommendation request.
In one embodiment, after first recommendation request to target user transmission, the method
Further include:
Receive the first feedback information that the target user is directed to first recommendation request；
When the target user is refusal for the first feedback information of first recommendation request, deletes and be directed to target
User's plays the recommendation of the first content in first time period.
In one embodiment, the method also includes:
Judge after sending first recommendation request to the target user in the first preset duration, if receive
Target user is directed to the first feedback information of first recommendation request；
If not receiving the first feedback information that target user is directed to first recommendation request, receive again described
Target user sends described first to the target user again and recommends to ask when first time period requests to play first content
It asks.
In one embodiment, the method also includes:
Judge whether the number that first recommendation request is sent to the target user reaches preset times threshold value；
If the number for sending first recommendation request to the target user is not up to preset times threshold value, to institute
It states target user and sends first recommendation request；Otherwise, first recommendation request is not sent to the target user.One
In kind embodiment,
In one embodiment, the method also includes:
Judge in the second preset duration before sending first recommendation request to the target user whether to
The target user sends the second recommendation request；Second recommendation request is for inquiring whether target user will be in the second time
Section plays second content as fixed behavior；
If sending the second recommendation request to the target user, described first is not sent to the target user and recommended
Request.
It is in one embodiment, described to send the first recommendation request to target user are as follows:
When the first recommendation request meets corresponding recommendation interval duration, the first recommendation request is sent to target user.
Second aspect, the embodiment of the invention provides a kind of content recommendation devices, comprising:
It is accustomed to generation unit, for the historical data based on target user, determines the first habit of target user；Wherein,
Include at least in the historical data: target user's historical time section different at least one historical time section is played
Content；The first habit of the target user is in history first time period broadcasting first content；
Processing unit generates the first recommendation request for the first habit based on the target user；Wherein, described first
Recommendation request is for inquiring whether target user will play the first content as fixed behavior in first time period；And work as
The target user is received when first time period requests to play first content, is playing described first for the target user
Before content, first recommendation request is sent to the target user by output unit；
Output unit, for sending first recommendation request to the target user.
In one embodiment, described device further include:
Receiving unit, the first feedback information for being directed to first recommendation request for receiving the target user.
The processing unit, for being refused as the target user for the first feedback information of first recommendation request
When exhausted, delete and play the recommendation of the first content in first time period for target user.
In one embodiment, the processing unit, for judging that sending described first to the target user recommends
After request in the first preset duration, if receive the first feedback letter that target user is directed to first recommendation request
Breath；If not receiving the first feedback information that target user is directed to first recommendation request, the target is received again
User sends described first to the target user when first time period requests to play first content, again by output unit
Recommendation request.
In one embodiment, the processing unit, for judging that sending described first to the target user recommends
Whether the number of request reaches preset times threshold value；If sending the number of first recommendation request not to the target user
Reach preset times threshold value, then sends first recommendation request to the target user；Otherwise, not to the target user
Send first recommendation request.
In one embodiment, the processing unit is pushed away for judging to target user transmission described first
Whether in the second preset duration before recommending request the second recommendation request has been sent to the target user；Described second recommends to ask
It asks for inquiring whether target user will play second content as fixed behavior in second time period；If to the mesh
It marks user and sends the second recommendation request, then do not send first recommendation request to the target user.
In one embodiment, the processing unit, for when the first recommendation request meets corresponding recommendation interval
When long, the first recommendation request is sent to target user by output unit.
The third aspect, the embodiment of the invention provides content recommendation device, the function of described device can pass through hardware reality
It is existing, corresponding software realization can also be executed by hardware.The hardware or software include one or more and above-mentioned function phase
Corresponding module.
It is described to deposit including processor and memory in the structure of the content recommendation device in a possible design
Reservoir is used to store the program for supporting the content recommendation device to execute above content recommended method, the processor is configured to
For executing the program stored in the memory.The content recommendation device can also include communication interface, be used for and other
Equipment or communication.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, recommend dress for storage content
Set computer software instructions used comprising for executing program involved in above content recommended method.
A technical solution in above-mentioned technical proposal have the following advantages that or the utility model has the advantages that
Combine user historical data determine its play first content habit, and then determine recommendation request；And
Recommendation request is exported before user plays first content again for user；It so, it is possible to have certain use for playing habit
Family is recommended, to allow users to the broadcasting habit by itself as fixed row under the premise of meeting user's habit
To improve the usage experience of user so that the operation of user is more quick and easy.
Above-mentioned general introduction is merely to illustrate that the purpose of book, it is not intended to be limited in any way.Except foregoing description
Schematical aspect, except embodiment and feature, by reference to attached drawing and the following detailed description, the present invention is further
Aspect, embodiment and feature, which will be, to be readily apparent that.
Detailed description of the invention
In the accompanying drawings, unless specified otherwise herein, otherwise indicate the same or similar through the identical appended drawing reference of multiple attached drawings
Component or element.What these attached drawings were not necessarily to scale.It should be understood that these attached drawings depict only according to the present invention
Disclosed some embodiments, and should not serve to limit the scope of the present invention.
Fig. 1 shows the flow chart of the content recommendation method of the embodiment of the present invention.
Fig. 2 shows a kind of processing schematic diagram of a scenario of the embodiment of the present invention；
Fig. 3 shows a kind of composed structure block diagram one of content recommendation device of the embodiment of the present invention；
Fig. 4 shows a kind of composed structure block diagram two of content recommendation device of the embodiment of the present invention；
Fig. 5 shows the structural block diagram three of the content recommendation device of the embodiment of the present invention.
Specific embodiment
Hereinafter, certain exemplary embodiments are simply just described.As one skilled in the art will recognize that
Like that, without departing from the spirit or scope of the present invention, described embodiment can be modified by various different modes.
Therefore, attached drawing and description are considered essentially illustrative rather than restrictive.
In one embodiment, Fig. 1 shows the flow chart of content recommendation method according to an embodiment of the present invention, the side
Method includes:
Step S11: the historical data based on target user determines the first habit of target user；Wherein, the history number
It is included at least in: the content that target user's historical time section different at least one historical time section is played；It is described
The first habit of target user is in history first time period broadcasting first content；
Step S12: the first habit based on the target user generates the first recommendation request；Wherein, described first recommends
Request is for inquiring whether target user will play the first content as fixed behavior in first time period；
Step S13: when receiving the target user when first time period requests to play first content, for the mesh
Before marking user's broadcasting first content, Xiang Suoshu target user sends first recommendation request.
Here, scheme provided in this embodiment can be applied to the equipment for having processing function, for example, can be applied to net
The server of network side；It can certainly be applied to terminal device.
When scheme is applied when terminal device, the historical data of target user can be acquired by terminal device, then
Execute abovementioned steps S11- step S13.
When scheme is applied when server, multiple users can be obtained according to the historical data of multiple terminal devices
Historical data, therefrom can be successively using multiple users as target user, and extract and saved in server side itself
Then the historical data of the target user executes step S11 and step S12 by server；Then execute step S13 when
It waits, it can be understood as first play the in first time period request in its corresponding terminal equipment side by server detection target user
When one content, the terminal device used to target user sends the first recommendation request.
In addition, the corresponding terminal device of preceding aim user can be that can carry out interactive voice and audio with user
And/or the equipment of video output.
The content of aforementioned playout, such as first content, can be interior to be broadcasted by the speaker (loudspeaker) of terminal device
Hold, or can be the content for passing through the screen and speaker (loudspeaker) of terminal device and broadcasting.
In abovementioned steps S11, the historical data of the user in above-mentioned steps can be the historical data in certain time length,
For example, can for 1 month or, can be 7 days, be configured according to the actual situation.
It can be habit of the target user in this certain time length correspondingly, obtain the habit of target user, that is, 1
Habit in a month or the habit in 7 days.
Still further, the habit of target user, it can be understood as one or more habits of target user, for example, mesh
User's habit is marked when daily 7-8AM, plays news category content；When evening 7-9PM, target user is accustomed to playing sound
Happy class content or novel class content etc..So that is the habit of target user can have: in multiple historical time sections,
Each historical time section plays corresponding content.For example, referring to fig. 2, the historical data based on target user within 1 week can
To determine the target user 7 days in 1 week, every morning 7-8AM plays program 1；2 days noons 12-1PM played program 2；Have
5 five day evening 7-9PM played program 3.According to this statistics, broadcasting time broadcasting more than preset threshold value can be therefrom chosen
Put habit of the data as target user.For example, at least 5 times are played in 7 days is used as preset threshold value, then in Fig. 2, daily
Play program 1 in the morning 7-8AM and 5 five day evening 7-9PM played program 3 and can be used as two habits of target user.
Be related to setting the goal really in the present embodiment the first habit of user；It can be one in the multiple habits of target user
It is a.
The first habit that target user is chosen so from multiple habits of target user, can be at random from multiple habits
In chosen, be also possible to be chosen from history broadcasting time by more to low.It equally, can be random choosing in conjunction with Fig. 2
5 five day evening 7-9PM is taken to play program 3, the first content as history first time period；It is broadcast alternatively, history first can be chosen
Put first content of the most every morning 7-8AM broadcasting program 1 of number as history first time period.
Scheme provided in this embodiment is also to be appreciated that, after can carrying out only for the habit of target user
It is continuous to recommend；It is, of course, also possible to which the other habit for continuing to choose in multiple habits carries out subsequent recommendation, that is, this processing institute
For habit, so that it may as target user first habit.
Habit in step S12 based on target user generates the first recommendation request, it can be understood as, first is only generated at this time
Recommendation request, but do not play.
For step S13, it is necessary first to which explanation, the step essentially consist in target user and send the first recommendation request
Time point, that is, user request play first content when, for target user play first content before, control
The terminal device of target user plays the first recommendation request.
The processing that the first recommendation request is sent to target user, can be held based at least one of following several rules
Row, specific:
After rule 1, first recommendation request to target user transmission, the method also includes:
Receive the first feedback information that the target user is directed to first recommendation request；
When the target user is refusal for the first feedback information of first recommendation request, deletes and be directed to target
User's plays the recommendation of the first content in first time period.
That is, the first content will not be directed to again later when target user refuses first recommendation request
Recommend for target user, causes to bother to avoid to target user.
In addition, institute is arranged when the target user is to agree to for the first feedback information of first recommendation request
It states target user and plays the fixation behavior that the first content is the target user in first time period.In this case, also
It should be pointed out that, in the first time period in future, not needing target user's hair after user agrees to the first recommendation request
It requests out, plays first content automatically for target user.
Wherein, the first time period in future can be the duration of the endless from current time (can be the date)；Or
Person can be N days from current time, and N is the integer more than or equal to 1, for example, can be 30 days from current time or
Person 180 days etc., it can be configured the length of N according to the actual situation.
In addition, it is not necessary that target user issues request, first content can be played for target user automatically, it can be with are as follows: directly
First content is played in first time period for target user.Alternatively, can be with are as follows: issue inquiry first, for example current reach the
One period initiated inquiry: whether playing first content；When target user, which answers, is, the just is played for target user
Otherwise one content does not play.
Rule 2 judges after sending first recommendation request to the target user in the first preset duration, if
Receive the first feedback information that target user is directed to first recommendation request；
If not receiving the first feedback information that target user is directed to first recommendation request, receive again described
Target user sends described first to the target user again and recommends to ask when first time period requests to play first content
It asks.
Wherein, the first preset duration can be arranged according to the actual situation, for example, can be 3 seconds.
It should be pointed out that this is still according to mesh if not receiving the first feedback information in the first preset duration
The request for marking user keeps playing first content.In addition, can recorde first recommendation request at this time is not feed back, then again under
It is again target user's hair when target user requests to play first content again when primary arrival first time period
Send the first recommendation request.
Rule 3 judges whether the number that first recommendation request is sent to the target user reaches preset times door
Limit value；If the number for sending first recommendation request to the target user is not up to preset times threshold value, Xiang Suoshu
Target user sends first recommendation request；Otherwise, first recommendation request is not sent to the target user.
It can be carried out adding up when that is, sending the first recommendation request to target user every time；It needs to illustrate
, which is, just can be to transmission first in the case that target user does not feed back first recommendation request
The number of recommendation request is added up.
It, can be in conjunction with rule if target user feeds back the first recommendation request when have sent the first feedback information
It then 1 is handled, no matter at this point, the first feedback information will not all add up the first recommendation request to agree to or refusing.
In addition, rule 3 can also be combined with rule 2, that is to say, that sent out when according to rule more than 2 times for target user
When sending the first recommendation request, cumulative number has reached number threshold value, can no longer recommend for target user.
Further, when determination does not send the first recommendation request to target user, first recommendation can be deleted
Request.
Rule 4, judge be in the second preset duration before sending first recommendation request to the target user
It is no to send the second recommendation request to the target user；Second recommendation request is for inquiring whether target user will be the
Two periods played second content as fixed behavior；
If sending the second recommendation request to the target user, described first is not sent to the target user and recommended
Request.
Wherein, the second preset duration can be configured according to demand, for example, can be 1 day or 2 days.
That is, this rule, which essentially consists in, repeatedly to recommend multiple ask in the second preset duration for target user
It asks；Alternatively, it is to be understood that in the second preset duration, only target user's transmission for carrying out a recommendation request.
Regular 5, when the first recommendation request meets corresponding recommendation interval duration, first is sent to target user and recommends to ask
It asks.
Wherein, preset recommendation interval duration can be configured according to the actual situation, for example, can be 2 days or 4
It or 1 day.
That is, corresponding recommendations, which can be set, for the first recommendation request is spaced duration, for example, 2 days when
It waits, is exactly that can recommend first recommendation request for target user in every two days.
Likewise, this rule can also be handled in conjunction with aforementioned rule 1-4；It is corresponded to for example, the first recommendation request meets
Recommendation interval duration when, judge it is current recommend whether number reaches preset times threshold value, if so, not making to recommend.
It is of course possible to there is the scene that more rules combine, within the protection scope of the present embodiment, only here
No longer carry out exhaustion.
As it can be seen that by using above scheme, the historical data for combining user determines the habit of first content that it is played,
And then determine recommendation request；And recommendation request is exported for user before user plays first content again；So, it is possible for
Have certain user for playing habit to recommend, to allow users under the premise of meeting user's habit by itself
Broadcasting habit improve the usage experience of user so that the operation of user is more quick and easy as fixed behavior.
In one embodiment, Fig. 3 shows the schematic diagram of content recommendation device according to an embodiment of the present invention, comprising:
It is accustomed to generation unit 31, for the historical data based on target user, determines the first habit of target user；Its
In, include at least in the historical data: target user's historical time section different at least one historical time section is broadcast
The content put；The first habit of the target user is in history first time period broadcasting first content；
Processing unit 32 generates the first recommendation request for the first habit based on the target user；Wherein, described
One recommendation request is for inquiring whether target user will play the first content as fixed behavior in first time period；And
When receiving the target user when first time period requests to play first content, for target user broadcasting described the
Before one content, first recommendation request is sent to the target user by output unit；
Output unit 33, for sending first recommendation request to the target user.
Here, device provided in this embodiment can be the server of network side；It can certainly be the terminal of user side
Equipment.
When device is that can acquire the historical data of target user by terminal device, then hold when terminal device
The processing of row each unit, in addition, output unit can be the player of terminal device when device is terminal device,
Such as loudspeaker etc., i.e., it is that target user plays the first recommendation request by the loudspeaker of terminal device.
When device is server, the historical data of multiple terminal devices can be received first to obtain multiple users
Historical data, therefrom can be successively using multiple users as target user, and extract and saved in server side itself
Then the historical data of the target user executes aforementioned function by server, in addition, when device is server, output
Unit 33 can be to have the unit that connection can be established with terminal device, then recommend to ask by sending first to terminal device
It asks so that the terminal device of user side plays the first recommendation request.
The historical data of aforementioned user can be the historical data in certain time length.Correspondingly, obtaining the habit of target user
It is used, it can be habit of the target user in this certain time length, that is, the habit in 1 month or the habit in 7 days.
Still further, the habit of target user, it can be understood as one or more habits of target user.The present embodiment
In be related to setting the goal really the first habit of user；It can be one in the multiple habits of target user.From target user's
The first habit of target user is chosen in multiple habits, can be also possible to from going through to be chosen from multiple habits at random
History broadcasting time is chosen by more to low.
In the processing of processing unit 32, the time point that the first recommendation request is sent to target user is essentially consisted in, that is,
When user requests to play first content, before playing first content for target user, the terminal of target user is controlled
The first recommendation request of device plays.
The processing that the first recommendation request is sent to target user, can be held based at least one of following several rules
Row, specific:
Regular 1, on the basis of Fig. 3, referring to fig. 4, described device further include:
Receiving unit 34, the first feedback information for being directed to first recommendation request for receiving the target user.
The processing unit 32, for being for the first feedback information of first recommendation request as the target user
When refusal, deletes and play the recommendation of the first content in first time period for target user.
That is, the first content will not be directed to again later when target user refuses first recommendation request
Recommend for target user, causes to bother to avoid to target user.
In addition, institute is arranged when the target user is to agree to for the first feedback information of first recommendation request
It states target user and plays the fixation behavior that the first content is the target user in first time period.
Regular 2, the processing unit 32, for judging that send first recommendation request to the target user exists later
In first preset duration, if receive the first feedback information that target user is directed to first recommendation request；If not receiving
It is directed to the first feedback information of first recommendation request to target user, then receives the target user again at first
Between section request when playing first content, send first recommendation request to the target user again.
Wherein, the first preset duration can be arranged according to the actual situation, for example, can be 3 seconds.
It should be pointed out that this is still according to mesh if not receiving the first feedback information in the first preset duration
The request for marking user keeps playing first content.In addition, can recorde first recommendation request at this time is not feed back, then again under
It is again target user's hair when target user requests to play first content again when primary arrival first time period
Send the first recommendation request.
Regular 3, the processing unit 32, the number for judging to send first recommendation request to the target user
Whether preset times threshold value is reached；If being sent number not up to default time of first recommendation request to the target user
Number threshold value, then send first recommendation request to the target user；Otherwise, described the is not sent to the target user
One recommendation request.
It can be carried out adding up when that is, sending the first recommendation request to target user every time；It needs to illustrate
, which is, just can be to transmission first in the case that target user does not feed back first recommendation request
The number of recommendation request is added up.
It, can be in conjunction with rule if target user feeds back the first recommendation request when have sent the first feedback information
It then 1 is handled, no matter at this point, the first feedback information will not all add up the first recommendation request to agree to or refusing.
In addition, rule 3 can also be combined with rule 2, that is to say, that sent out when according to rule more than 2 times for target user
When sending the first recommendation request, cumulative number has reached number threshold value, can no longer recommend for target user.
Further, when determination does not send the first recommendation request to target user, first recommendation can be deleted
Request.
Regular 4, the processing unit 32, for judging before sending first recommendation request to the target user
The second preset duration in whether to the target user send the second recommendation request；Second recommendation request is for inquiring
Whether target user will play second content as fixed behavior in second time period；
If sending the second recommendation request to the target user, described first is not sent to the target user and recommended
Request.
Wherein, the second preset duration can be configured according to demand, for example, can be 1 day or 2 days.
That is, this rule, which essentially consists in, repeatedly to recommend multiple ask in the second preset duration for target user
It asks；Alternatively, it is to be understood that in the second preset duration, only target user's transmission for carrying out a recommendation request.
Regular 5, the processing unit 32, for when the first recommendation request meets corresponding recommendations and is spaced duration, to mesh
It marks user and sends the first recommendation request.
Wherein, preset recommendation interval duration can be configured according to the actual situation, for example, can be 2 days or 4
It or 1 day.
Likewise, this rule can also be handled in conjunction with aforementioned rule 1-4；It is corresponded to for example, the first recommendation request meets
Recommendation interval duration when, judge it is current recommend whether number reaches preset times threshold value, if so, not making to recommend.
It is of course possible to there is the scene that more rules combine, within the protection scope of the present embodiment, only here
No longer carry out exhaustion.
It should be noted that the function of each unit in the device of that embodiment of the invention may refer to the correspondence in the above method
Description, details are not described herein.
As it can be seen that by using above scheme, the historical data for combining user determines the habit of first content that it is played,
And then determine recommendation request；And recommendation request is exported for user before user plays first content again；So, it is possible for
Have certain user for playing habit to recommend, to allow users under the premise of meeting user's habit by itself
Broadcasting habit improve the usage experience of user so that the operation of user is more quick and easy as fixed behavior.
Fig. 5 shows the structural block diagram of device according to an embodiment of the present invention.As shown in Figure 5, comprising: memory 910 and place
Device 920 is managed, is stored with the computer program that can be run on processor 920 in memory 910.The processor 920 executes institute
The method in above-described embodiment is realized when stating computer program.The quantity of the memory 910 and processor 920 can be one
Or it is multiple.
The device further include:
Communication interface 930 carries out data interaction for being communicated with external device.
Memory 910 may include high speed RAM memory, it is also possible to further include nonvolatile memory (non-
Volatile memory), a for example, at least magnetic disk storage.
If memory 910, processor 920 and the independent realization of communication interface 930, memory 910,920 and of processor
Communication interface 930 can be connected with each other by bus and complete mutual communication.The bus can be Industry Standard Architecture
Structure (ISA, Industry Standard Architecture) bus, external equipment interconnection (PCI, Peripheral
Component) bus or extended industry-standard architecture (EISA, Extended Industry Standard
Component) bus etc..The bus can be divided into address bus, data/address bus, control bus etc..For convenient for expression, Fig. 4
In only indicated with a thick line, it is not intended that an only bus or a type of bus.
Optionally, in specific implementation, if memory 910, processor 920 and communication interface 930 are integrated in one piece of core
On piece, then memory 910, processor 920 and communication interface 930 can complete mutual communication by internal interface.
The embodiment of the invention provides a kind of computer readable storage mediums, are stored with computer program, the program quilt
Processor realizes any method in above-described embodiment when executing.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.Moreover, particular features, structures, materials, or characteristics described
It may be combined in any suitable manner in any one or more of the embodiments or examples.In addition, without conflicting with each other, this
The technical staff in field can be by the spy of different embodiments or examples described in this specification and different embodiments or examples
Sign is combined.
In addition, term " first ", " second " are used for descriptive purposes only and cannot be understood as indicating or suggesting relative importance
Or implicitly indicate the quantity of indicated technical characteristic." first " is defined as a result, the feature of " second " can be expressed or hidden
It include at least one this feature containing ground.In the description of the present invention, the meaning of " plurality " is two or more, unless otherwise
Clear specific restriction.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Expression or logic and/or step described otherwise above herein in flow charts, for example, being considered use
In the order list for the executable instruction for realizing logic function, may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The instruction fetch of row system, device or equipment and the system executed instruction) it uses, or combine these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium ", which can be, any may include, stores, communicates, propagates or pass
Defeated program is for instruction execution system, device or equipment or the dress used in conjunction with these instruction execution systems, device or equipment
It sets.The more specific example (non-exhaustive list) of computer-readable medium include the following: there is the electricity of one or more wirings
Interconnecting piece (electronic device), portable computer diskette box (magnetic device), random access memory (RAM), read-only memory
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device and portable read-only memory
(CDROM).In addition, computer-readable medium can even is that the paper that can print described program on it or other suitable Jie
Matter, because can then be edited, be interpreted or when necessary with other for example by carrying out optical scanner to paper or other media
Suitable method is handled electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In readable storage medium storing program for executing.The storage medium can be read-only memory, disk or CD etc..
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can readily occur in its various change or replacement,
These should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention should be with the guarantor of the claim
It protects subject to range.
Claims (14)
1. a kind of content recommendation method characterized by comprising
Historical data based on target user determines the first habit of target user；Wherein, it is at least wrapped in the historical data
Contain: the content that target user's historical time section different at least one historical time section is played；The target user's
First habit is in history first time period broadcasting first content；
The first habit based on the target user generates the first recommendation request；Wherein, first recommendation request is for inquiring
Whether target user will play the first content as fixed behavior in first time period；
When receiving the target user when first time period requests to play first content, institute is being played for the target user
Before stating first content, Xiang Suoshu target user sends first recommendation request.
2. the method according to claim 1, wherein described recommend to ask to target user transmission described first
After asking, the method also includes:
Receive the first feedback information that the target user is directed to first recommendation request；
When the target user is refusal for the first feedback information of first recommendation request, deletes and be directed to target user
Play the recommendation of the first content in first time period.
3. the method according to claim 1, wherein the method also includes:
Judge after sending first recommendation request to the target user in the first preset duration, if receive target
User is directed to the first feedback information of first recommendation request；
If not receiving the first feedback information that target user is directed to first recommendation request, the target is received again
User sends first recommendation request to the target user again when first time period requests to play first content.
4. method according to claim 1-3, which is characterized in that the method also includes:
Judge whether the number that first recommendation request is sent to the target user reaches preset times threshold value；
If the number for sending first recommendation request to the target user is not up to preset times threshold value, to the mesh
It marks user and sends first recommendation request；Otherwise, first recommendation request is not sent to the target user.
5. the method according to claim 1, wherein the method also includes:
Judge in the second preset duration before sending first recommendation request to the target user whether Xiang Suoshu
Target user sends the second recommendation request；Second recommendation request is for inquiring whether target user will broadcast in second time period
Second content is put as fixed behavior；
If sending the second recommendation request to the target user, described first is not sent to the target user and recommend to ask
It asks.
6. the method according to claim 1, wherein described send the first recommendation request to target user are as follows:
When the first recommendation request meets corresponding recommendation interval duration, the first recommendation request is sent to target user.
7. a kind of content recommendation device characterized by comprising
It is accustomed to generation unit, for the historical data based on target user, determines the first habit of target user；Wherein, described
It is included at least in historical data: in target user's historical time section different at least one historical time section is played
Hold；The first habit of the target user is in history first time period broadcasting first content；
Processing unit generates the first recommendation request for the first habit based on the target user；Wherein, described first recommends
Request is for inquiring whether target user will play the first content as fixed behavior in first time period；And when reception
To the target user when first time period requests to play first content, the first content is being played for the target user
Before, first recommendation request is sent to the target user by output unit；
Output unit, for sending first recommendation request to the target user.
8. device according to claim 7, which is characterized in that described device further include:
Receiving unit, the first feedback information for being directed to first recommendation request for receiving the target user.
The processing unit, for refusing as the target user for the first feedback information of first recommendation request
When, it deletes and plays the recommendation of the first content in first time period for target user.
9. device according to claim 7, which is characterized in that the processing unit, for judging to the target user
It sends after first recommendation request in the first preset duration, if receive target user and recommend to ask for described first
The first feedback information asked；If not receiving the first feedback information that target user is directed to first recommendation request, again
The target user is received when first time period requests to play first content, is used again by output unit to the target
Family sends first recommendation request.
10. according to the described in any item devices of claim 7-9, which is characterized in that the processing unit, for judging to described
Whether the number that target user sends first recommendation request reaches preset times threshold value；If being sent to the target user
The number of first recommendation request is not up to preset times threshold value, then sends described first to the target user and recommend to ask
It asks；Otherwise, first recommendation request is not sent to the target user.
11. device according to claim 7, which is characterized in that the processing unit is used for judging to the target
Family send first recommendation request before the second preset duration in whether to the target user send second recommend asked
It asks；Second recommendation request is for inquiring whether target user will play second content as fixation in second time period
Behavior；If sending the second recommendation request to the target user, described first is not sent to the target user and recommend to ask
It asks.
12. device according to claim 7, which is characterized in that the processing unit, for meeting in the first recommendation request
When corresponding recommendation interval duration, the first recommendation request is sent to target user by output unit.
13. a kind of content recommendation device characterized by comprising
One or more processors；
Storage device, for storing one or more programs；
When one or more of programs are executed by one or more of processors, so that one or more of processors
Realize such as method described in any one of claims 1 to 6.
14. a kind of computer readable storage medium, is stored with computer program, which is characterized in that the program is held by processor
Such as method described in any one of claims 1 to 6 is realized when row.
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| CN201910578717.7A CN110275981B (en) | 2019-06-28 | 2019-06-28 | Content recommendation method and device |
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| CN201910578717.7A CN110275981B (en) | 2019-06-28 | 2019-06-28 | Content recommendation method and device |
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112541845A (en) * | 2020-12-15 | 2021-03-23 | 泰康保险集团股份有限公司 | Online training method and device, electronic equipment and storage medium |
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| CN104780448A (en) * | 2015-03-18 | 2015-07-15 | 福建新大陆通信科技股份有限公司 | A time-period-based TV serial tracking method and system |
| CN108736998A (en) * | 2017-04-13 | 2018-11-02 | 中国移动通信有限公司研究院 | A kind of program broadcasting method, device and terminal |
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| US20150113570A1 (en) * | 2000-09-25 | 2015-04-23 | Thomson Licensing | System and method for personalized tv |
| CN104780448A (en) * | 2015-03-18 | 2015-07-15 | 福建新大陆通信科技股份有限公司 | A time-period-based TV serial tracking method and system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN112541845A (en) * | 2020-12-15 | 2021-03-23 | 泰康保险集团股份有限公司 | Online training method and device, electronic equipment and storage medium |
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