CN109726327A - A kind of information-pushing method and device - Google Patents
A kind of information-pushing method and device Download PDFInfo
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- CN109726327A CN109726327A CN201811535146.0A CN201811535146A CN109726327A CN 109726327 A CN109726327 A CN 109726327A CN 201811535146 A CN201811535146 A CN 201811535146A CN 109726327 A CN109726327 A CN 109726327A
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Abstract
The embodiment of the invention provides a kind of information-pushing method and devices, this method comprises: crawling Financial Information, Financial Information includes internet financial supervision information and internet financial industry multidate information；Extract the key message of internet financial supervision information；Classified according to key message to internet financial supervision information, obtains classification results；The abstract of internet financial supervision information is generated according to key message；The report of financial supervision information is generated according to abstract and classification results；Popular recent financial development information is extracted from internet financial industry multidate information according to temperature index, temperature index includes at least following one: browsing time, download time, browsing time variation tendency, download time variation tendency；The report of financial supervision information and popular recent financial development information are pushed to user.Therefore, technical solution provided in an embodiment of the present invention be able to solve in the prior art can not efficient pushed information the problem of.
Description
[technical field]
The present invention relates to internet area more particularly to a kind of information-pushing methods and device.
[background technique]
Internet financial industry contains much information, and information update speed is fast, and related practitioner is in the Financial Information of magnanimity
Search the information of oneself needs, time-consuming and laborious, inefficiency.It at present can not be efficiently to related practitioner's pushed information.
[summary of the invention]
In view of this, the embodiment of the invention provides a kind of information-pushing method and device, to solve the prior art without
The problem of method efficient pushed information.
On the one hand, the embodiment of the invention provides a kind of information-pushing methods, which comprises Financial Information is crawled,
The Financial Information includes internet financial supervision information and internet financial industry multidate information；Extract the internet finance
Supervise the key message of information；Classified according to the key message to the internet financial supervision information, is classified
As a result；The abstract of the internet financial supervision information is generated according to the key message；According to the abstract and the classification
As a result the report of financial supervision information is generated；Popular gold is extracted from the internet financial industry multidate information according to temperature index
Melt multidate information, the temperature index includes at least following one: browsing time, download time, browsing time variation tendency, under
Carry number variation tendency；The financial supervision information report and the popular recent financial development information are pushed to user.
Further, it is described to user push financial supervision information report and the popular recent financial development information it
Before, the method also includes: it acquires the user and operation generation is carried out to the history hot topic recent financial development information pushed before
User's operation information, the user's operation information include at least following one: click information, frequency of reading information, Information on Collection,
Thumb up information, message information and sharing information；The history hot topic recent financial development information is classified, multiple classes are obtained
Not；The score of the history hot topic recent financial development information of each classification, the height table of score are calculated according to the user's operation information
The frequent degree that the user operates the history hot topic recent financial development information is shown, score is higher, shows the use
The frequent degree that family operates the history hot topic recent financial development information is higher；The classification for filtering out highest scoring, as
Target category, it is described to push the financial supervision information report and the popular recent financial development information to user, comprising: will be described
The popular recent financial development information of target category is marked；It, will in the popular recent financial development information described to user push
The popular recent financial development information and its label of the target category are pushed to the user together.
Further, the popular recent financial development information includes an at least article, pushes the gold to user described
After melting the report of supervision information and the popular recent financial development information, the method also includes: it screens in the first preset time
A most article of user's frequency of reading out；Using the article filtered out as target article；By the target article into
Row participle obtains multiple high-frequency key words that the frequency of occurrences is greater than default value；Content is filtered out according to the high-frequency key words
Article similar with the content of the target article；In the second preset time, Xiang Suoshu user pushes the article filtered out.
Further, it is described to user push financial supervision information report and the popular recent financial development information it
Afterwards, the method also includes: obtain user input target keyword；It is pushed to the user corresponding with the target keyword
Internet financial industry multidate information.
Further, to user's push popular recent financial development information, comprising: Xiang Suoshu user shows multiple news marks
Label, each news label are associated with a kind of Financial Information；Obtain at least one news label that the user subscribes to；Sieve
Select popular recent financial development information associated with the news label that the user subscribes to；The heat filtered out is pushed to the user
Door recent financial development information.
On the one hand, the embodiment of the invention provides a kind of information push-delivery apparatus, described device includes: to crawl unit, is used for
Financial Information is crawled, the Financial Information includes internet financial supervision information and internet financial industry multidate information；First
Extraction unit, for extracting the key message of the internet financial supervision information；First taxon, for according to the pass
Key information classifies to the internet financial supervision information, obtains classification results；First generation unit, for according to
Key message generates the abstract of the internet financial supervision information；Second generation unit, for according to it is described abstract and it is described
Classification results generate the report of financial supervision information；Second extraction unit, for according to temperature index from the internet finance row
Popular recent financial development information is extracted in industry multidate information, the temperature index includes at least following one: browsing time, downloading time
Number, browsing time variation tendency, download time variation tendency；First push unit, for pushing the financial supervision to user
Information report and the popular recent financial development information.
Further, described device further include: acquisition unit is used in first push unit to described in user's push
Before the report of financial supervision information and the popular recent financial development information, the user is acquired to the popular gold of the history pushed before
Melt the user's operation information that multidate information carries out operation generation, the user's operation information includes at least following one: clicking letter
Breath, frequency of reading information, Information on Collection thumb up information, message information and sharing information；Second taxon is used for institute
It states history hot topic recent financial development information to classify, obtains multiple classifications；Computing unit, for according to the user's operation information
The score of the history hot topic recent financial development information of each classification is calculated, the height of score illustrates the user to the history heat
The frequent degree that door recent financial development information is operated, score is higher, shows the user to the history hot topic recent financial development
The frequent degree that information is operated is higher；First screening unit, for filtering out the classification of highest scoring, as target class
Not, first push unit includes: label subelement, for marking the popular recent financial development information of the target category
Note；First push subelement is used in the popular recent financial development information described to user push, by the target category
Popular recent financial development information and its label are pushed to the user together.
Further, the popular recent financial development information includes an at least article, described device further include: the second screening
Unit, for pushing the financial supervision information report and the popular recent financial development letter to user in first push unit
After breath, a most article of user's frequency of reading is filtered out in the first preset time；Determination unit, for that will sieve
The article selected is as target article；Participle unit obtains the frequency of occurrences and is greater than in advance for segmenting the target article
If multiple high-frequency key words of numerical value；Third filtering unit, for filtering out content and the mesh according to the high-frequency key words
Mark the similar article of content of article；Second push unit, in the second preset time, Xiang Suoshu user's push to be filtered out
Article.
Further, described device further include: acquiring unit is used in first push unit to described in user's push
After the report of financial supervision information and the popular recent financial development information, the target keyword of user's input is obtained；Third push
Unit, for pushing internet financial industry multidate information corresponding with the target keyword to the user.
Further, first push unit includes: displaying subelement, for showing multiple news marks to the user
Label, each news label are associated with a kind of Financial Information；Subelement is obtained, is subscribed at least for obtaining the user
One news label；Subelement is screened, the news label for filtering out with the user subscribes to is associated popular financial dynamic
State information；Second push subelement, for pushing the popular recent financial development information filtered out to the user.
On the one hand, the embodiment of the invention provides a kind of storage medium, the storage medium includes the program of storage,
In, equipment where controlling the storage medium in described program operation executes above-mentioned information-pushing method.
On the one hand, the embodiment of the invention provides a kind of computer equipment, including memory and processor, the memories
For storing the information including program instruction, the processor is used to control the execution of program instruction, and described program instruction is located
The step of reason device loads and realizes above-mentioned information-pushing method when executing.
In the present solution, internet financial supervision information and internet financial industry multidate information are crawled, according to internet
Financial supervision information generates the report of financial supervision information, extracts heat from internet financial industry multidate information according to temperature index
Door recent financial development information pushes the report of financial supervision information and popular recent financial development information to user, filters out in time for user
Important Financial Information solves the problems, such as efficiently push Financial Information, has reached the technical effect of efficient pushed information.
[Detailed description of the invention]
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for this field
For those of ordinary skill, without any creative labor, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of flow chart of optional information-pushing method provided in an embodiment of the present invention；
Fig. 2 is a kind of flow chart of optional information-pushing method provided in an embodiment of the present invention；
Fig. 3 is a kind of schematic diagram of optional information push-delivery apparatus provided in an embodiment of the present invention；
Fig. 4 is a kind of schematic diagram of optional computer equipment provided in an embodiment of the present invention.
[specific embodiment]
For a better understanding of the technical solution of the present invention, being retouched in detail to the embodiment of the present invention with reference to the accompanying drawing
It states.
It will be appreciated that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Base
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts it is all its
Its embodiment, shall fall within the protection scope of the present invention.
The term used in embodiments of the present invention is only to be not intended to be limiting merely for for the purpose of describing particular embodiments
The present invention.In the embodiment of the present invention and the "an" of singular used in the attached claims, " described " and "the"
It is also intended to including most forms, unless the context clearly indicates other meaning.
It should be appreciated that term "and/or" used herein is only a kind of incidence relation for describing affiliated partner, indicate
There may be three kinds of relationships, for example, A and/or B, can indicate: individualism A, exist simultaneously A and B, individualism B these three
Situation.In addition, character "/" herein, typicallys represent the relationship that forward-backward correlation object is a kind of "or".
The embodiment of the invention provides a kind of information-pushing methods, as shown in Figure 1, this method comprises:
Step S102: crawling Financial Information, and Financial Information includes internet financial supervision information and internet financial industry
Multidate information.
Step S104: the key message of internet financial supervision information is extracted.
Step S106: classified according to key message to internet financial supervision information, obtain classification results.
Step S108: the abstract of internet financial supervision information is generated according to key message.
Step S110: the report of financial supervision information is generated according to abstract and classification results.
Step S112: extracting popular recent financial development information according to temperature index from internet financial industry multidate information,
Temperature index includes at least following one: browsing time, download time, browsing time variation tendency, download time variation tendency.
Step S114: the report of financial supervision information and popular recent financial development information are pushed to user.
User can be internet finance practitioner etc..
The method for extracting popular recent financial development information from internet financial industry multidate information according to temperature index can be with
There are many, it is listed below several:
Method one extracts popular recent financial development information, example according to browsing time from internet financial industry multidate information
Such as, the recent financial development information that browsing time is greater than some preset browsing frequency threshold value is extracted, is believed as popular recent financial development
Breath.
Method two extracts popular recent financial development information, example according to download time from internet financial industry multidate information
Such as, recent financial development information of the download time greater than some default download time threshold value is extracted, is believed as popular recent financial development
Breath.
Method three, to extract popular finance from internet financial industry multidate information according to browsing time and download time dynamic
State information, for example, extracting browsing time greater than some preset browsing frequency threshold value, and download time is pre- greater than some
The recent financial development information for carrying frequency threshold value is set, as popular recent financial development information.
Method four extracts heat according to browsing time and browsing time variation tendency from internet financial industry multidate information
Door recent financial development information.If a recent financial development information browse number is larger, and browsing time variation tendency is browsing time
Number quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people are to the recent financial development
Information is interested, then can be using the recent financial development information as popular recent financial development information.
Method five extracts heat according to download time and download time variation tendency from internet financial industry multidate information
Door recent financial development information.If a recent financial development information download time is larger, and download time variation tendency is downloading time
Number quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people are to the recent financial development
Information is interested, then can be using the recent financial development information as popular recent financial development information.
Method six, according to browsing time, browsing time variation tendency, download time, download time variation tendency from interconnection
Popular recent financial development information is extracted in net financial industry multidate information.If a recent financial development information browse number is larger, clear
Number variation tendency of looking at is that browsing time quicklys increase, and download time is larger, and download time variation tendency is download time
It quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people believe the recent financial development
Cease it is interested, then can be using the recent financial development information as popular recent financial development information.
In the present solution, internet financial supervision information and internet financial industry multidate information are crawled, according to internet
Financial supervision information generates the report of financial supervision information, extracts heat from internet financial industry multidate information according to temperature index
Door recent financial development information pushes the report of financial supervision information and popular recent financial development information to user, filters out in time for user
Important Financial Information solves the problems, such as efficiently push Financial Information, has reached the technical effect of efficient pushed information.
Optionally, before pushing the report of financial supervision information and popular recent financial development information to user, method further include:
Acquisition user carries out the user's operation information of operation generation, user's operation letter to the history hot topic recent financial development information pushed before
Breath includes at least following one: click information, Information on Collection, thumbs up information, message information and shares letter frequency of reading information
Breath；History hot topic recent financial development information is classified, multiple classifications are obtained；Each classification is calculated according to user's operation information
The score of history hot topic recent financial development information, the height of score illustrate that user operates history hot topic recent financial development information
Frequent degree, score is higher, and the frequent degree for showing that user operates history hot topic recent financial development information is higher；Screening
The classification of highest scoring out, as target category.The report of financial supervision information and popular recent financial development information, packet are pushed to user
It includes: the popular recent financial development information of target category is marked；When pushing popular recent financial development information to user, by target
The popular recent financial development information and its label of classification are pushed to the user together.
The score that the history hot topic recent financial development information of each classification is calculated according to user's operation information, is specifically as follows:
According to user to the number of clicks of the history hot topic recent financial development information of each classification, frequency of reading, collection, thumb up feelings
Condition, message situation and sharing situation calculate the score of the history hot topic recent financial development information of each classification.The high classification of score,
The interested classification of user, push when, can make marks, by popular recent financial development information and its label together to user into
Row push.
It is interested in which kind of Financial Information that the operation information of user is able to reflect out user, and it is interested to push its to user
Financial Information, realize personalized push, can effectively reduce user screen Financial Information time, thus for user save when
Between.
Optionally, popular recent financial development information includes an at least article, is pushing the report of financial supervision information to user
After popular recent financial development information, method further include: one of user's frequency of reading at most is filtered out in the first preset time
Piece article；Using the article filtered out as target article；Target article is segmented, obtains the frequency of occurrences greater than default value
Multiple high-frequency key words；Content article similar with the content of target article is filtered out according to high-frequency key words；It is pre- second
If in the time, the article filtered out is pushed to user.
First preset time is earlier than the second preset time.1 can be differed between first preset time and the second preset time
A hour, 2 hours or 3 hours etc..
For example, 15:00 is to the popular recent financial development information of user's first push daily, between 18:00- 19:00 some day
(in the first preset time) filters out target article C1 according to the operation information of user's first, and target article C1 is one about P2P
Article, filter out other popular articles that content is also P2P: article C2, article C3, text according to high-frequency key words " P2P " etc.
Chapter C4, article C5 push article C2, article C3, text to user (in the second preset time) between 20:00- 20:30 on the day of
Chapter C4, article C5.By pushing other articles of its same day interested theme to user in time, it is fast in time to be able to use family
Its interested a large amount of Financial Information is obtained fastly.
Optionally, after pushing the report of financial supervision information and popular recent financial development information to user, method further include:
Obtain the target keyword of user's input；Internet financial industry multidate information corresponding with target keyword is pushed to user.
User can be talked with by input keyword and wechat robot, obtain at any time want the popular financial Information seen/
Financial supervision information.User can obtain weekly this week most fiery internet financial industry dynamic finance, prison from wechat robot
Pipe information hot information.
Optionally, popular recent financial development information is pushed to user, comprising: show multiple news labels, Mei Gexin to user
It is associated with a kind of Financial Information to hear label；Obtain at least one news label that user subscribes to；It filters out and user's subscription
The associated popular recent financial development information of news label；The popular recent financial development information filtered out is pushed to user.
The point of interest of different user may be different, by allowing user to subscribe to interested label, thus more targetedly
Ground pushes its interested Financial Information to user.
For example, user's first has subscribed the Financial Information that label is " P2P ", then periodically pushing label to user's first is " P2P "
Financial Information.
By this programme, internet finance practitioner can periodically obtain all kinds of internet financial supervision on the same day daily
Information, supervision counte-rplan information；By dynamic with wechat robot dialogue quick obtaining supervision whenever and wherever possible information, industry
State information, to adjust the safe compliance of financial product in time, improve internet financial product core competitiveness in the field of business, mention
Rise internet finance practitioner professional knowledge richness.
In the present solution, rear end grabs the whole network internet financial supervision information and trade trend text by web crawlers means
Then chapter carries out elements recognition to the content of crawl, is further trained classification to the article of extraction, label, and generates
Word cloud chooses most popular label, ultimately generates popular financial Information, daily/financial supervision information report weekly.Rear end generates every
Day/weekly after the report of financial supervision information, be saved in database, then train wechat robot, it is daily/every by running batch mechanism
All timings push daily/financial supervision information report weekly.By means+information classification based training processing of crawler, make to collect
Fragment supervision information and trade trend more comprehensively, more systematization, Rational Classification.Even to supervision information, industry trend
Insensitive internet finance practitioner also can be obtained to comprehensive system supervision information in time, be moved in the industry by this programme
State, the requirement in time supervising product adaptation make financial product close rule.
As shown in Fig. 2, information-pushing method provided in an embodiment of the present invention may include steps of: according to user setting
Public platform or keyword real-time update and crawl, elements recognition (title, time, text etc. are carried out to the content crawled
Main element), classification judgement is carried out to the article after extraction, is classified automatically to article (labelling, and generate word cloud), from
It is dynamic to generate abstract, the report of financial supervision information is generated, abstract and the report of financial supervision information are saved in database, money is generated
News report API (daily report is run batch automatic push function, be can search for), the daily automatic push financial supervision money of wechat public platform
News, user reply keyword, then reply relevent information from trend user.
The embodiment of the invention provides a kind of information push-delivery apparatus, the device is for executing above- mentioned information method for pushing, such as
Shown in Fig. 3, which includes: to crawl unit 10, the first extraction unit 20, the first taxon 30, the first generation unit 40,
Two generation units 50, the second extraction unit 60, the first push unit 70.
Unit 10 is crawled, for crawling Financial Information, Financial Information includes internet financial supervision information and internet gold
Melt trade trend information.
First extraction unit 20, for extracting the key message of internet financial supervision information.
First taxon 30 is classified for being classified according to key message to internet financial supervision information
As a result.
First generation unit 40, for generating the abstract of internet financial supervision information according to key message.
Second generation unit 50, for generating the report of financial supervision information according to abstract and classification results.
Second extraction unit 60, for extracting popular finance from internet financial industry multidate information according to temperature index
Multidate information, temperature index include at least following one: browsing time, download time, browsing time variation tendency, download time
Variation tendency.
First push unit 70, for pushing the report of financial supervision information and popular recent financial development information to user.
User can be internet finance practitioner etc..
The method for extracting popular recent financial development information from internet financial industry multidate information according to temperature index can be with
There are many, it is listed below several:
Method one extracts popular recent financial development information, example according to browsing time from internet financial industry multidate information
Such as, the recent financial development information that browsing time is greater than some preset browsing frequency threshold value is extracted, is believed as popular recent financial development
Breath.
Method two extracts popular recent financial development information, example according to download time from internet financial industry multidate information
Such as, recent financial development information of the download time greater than some default download time threshold value is extracted, is believed as popular recent financial development
Breath.
Method three, to extract popular finance from internet financial industry multidate information according to browsing time and download time dynamic
State information, for example, extracting browsing time greater than some preset browsing frequency threshold value, and download time is pre- greater than some
The recent financial development information for carrying frequency threshold value is set, as popular recent financial development information.
Method four extracts heat according to browsing time and browsing time variation tendency from internet financial industry multidate information
Door recent financial development information.If a recent financial development information browse number is larger, and browsing time variation tendency is browsing time
Number quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people are to the recent financial development
Information is interested, then can be using the recent financial development information as popular recent financial development information.
Method five extracts heat according to download time and download time variation tendency from internet financial industry multidate information
Door recent financial development information.If a recent financial development information download time is larger, and download time variation tendency is downloading time
Number quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people are to the recent financial development
Information is interested, then can be using the recent financial development information as popular recent financial development information.
Method six, according to browsing time, browsing time variation tendency, download time, download time variation tendency from interconnection
Popular recent financial development information is extracted in net financial industry multidate information.If a recent financial development information browse number is larger, clear
Number variation tendency of looking at is that browsing time quicklys increase, and download time is larger, and download time variation tendency is download time
It quicklys increase, then explanation is more to the interested people of the recent financial development information, and more and more people believe the recent financial development
Cease it is interested, then can be using the recent financial development information as popular recent financial development information.
In the present solution, internet financial supervision information and internet financial industry multidate information are crawled, according to internet
Financial supervision information generates the report of financial supervision information, extracts heat from internet financial industry multidate information according to temperature index
Door recent financial development information pushes the report of financial supervision information and popular recent financial development information to user, filters out in time for user
Important Financial Information solves the problems, such as efficiently push Financial Information, has reached the technical effect of efficient pushed information.
Optionally, device further include: acquisition unit, the second taxon, computing unit, the first screening unit.Acquisition is single
Member acquires before being used to push the report of financial supervision information and popular recent financial development information to user in the first push unit 70
User carries out the user's operation information of operation generation to the history hot topic recent financial development information pushed before, and user's operation information is extremely
Less include following one: click information, Information on Collection, thumbs up information, message information and sharing information at frequency of reading information.
Second taxon obtains multiple classifications for history hot topic recent financial development information to be classified.Computing unit is used for root
The score of the history hot topic recent financial development information of each classification is calculated according to user's operation information, the height of score illustrates user couple
The frequent degree that history hot topic recent financial development information is operated, score is higher, shows that user believes history hot topic recent financial development
It is higher to cease the frequent degree operated.First screening unit, for filtering out the classification of highest scoring, as target category.
First push unit 70 includes: label subelement, the first push subelement.Subelement is marked, for by the hot topic of target category
Recent financial development information is marked.First push subelement, is used for when pushing popular recent financial development information to user, by target
The popular recent financial development information and its label of classification are pushed to the user together.
The score that the history hot topic recent financial development information of each classification is calculated according to user's operation information, is specifically as follows:
According to user to the number of clicks of the history hot topic recent financial development information of each classification, frequency of reading, collection, thumb up feelings
Condition, message situation and sharing situation calculate the score of the history hot topic recent financial development information of each classification.The high classification of score,
The interested classification of user, push when, can make marks, by popular recent financial development information and its label together to user into
Row push.
It is interested in which kind of Financial Information that the operation information of user is able to reflect out user, and it is interested to push its to user
Financial Information, realize personalized push, can effectively reduce user screen Financial Information time, thus for user save when
Between.
Optionally, popular recent financial development information includes an at least article, device further include: the second screening unit, determination
Unit, participle unit, third filtering unit, the second push unit.Second screening unit, for the first push unit 70 to
After family pushes the report of financial supervision information and popular recent financial development information, user's reading time is filtered out in the first preset time
A most article of number.Determination unit, for using the article filtered out as target article.Participle unit is used for target
Article is segmented, and multiple high-frequency key words that the frequency of occurrences is greater than default value are obtained.Third filtering unit, for according to height
Frequency keyword filters out content article similar with the content of target article.Second push unit, in the second preset time
It is interior, the article filtered out is pushed to user.
First preset time is earlier than the second preset time.1 can be differed between first preset time and the second preset time
A hour, 2 hours or 3 hours etc..
For example, 15:00 is to the popular recent financial development information of user's first push daily, between 18:00- 19:00 some day
(in the first preset time) filters out target article C1 according to the operation information of user's first, and target article C1 is one about P2P
Article, filter out other popular articles that content is also P2P: article C2, article C3, text according to high-frequency key words " P2P " etc.
Chapter C4, article C5 push article C2, article C3, text to user (in the second preset time) between 20:00- 20:30 on the day of
Chapter C4, article C5.By pushing other articles of its same day interested theme to user in time, it is fast in time to be able to use family
Its interested a large amount of Financial Information is obtained fastly.
Optionally, device further include: acquiring unit, third push unit.Acquiring unit, in the first push unit 70
After pushing the report of financial supervision information and popular recent financial development information to user, the target keyword of user's input is obtained.The
Three push units, for pushing internet financial industry multidate information corresponding with target keyword to user.
User can be talked with by input keyword and wechat robot, obtain at any time want the popular financial Information seen/
Financial supervision information.User can obtain weekly this week most fiery internet financial industry dynamic finance, prison from wechat robot
Pipe information hot information.
Optionally, the first push unit 70 includes: to show subelement, obtain subelement, screening subelement, the second push
Unit.Subelement is shown, for showing that multiple news labels, each news label are associated with a kind of Financial Information to user.
Subelement is obtained, for obtaining at least one news label of user's subscription.Subelement is screened, is subscribed to for filtering out with user
The associated popular recent financial development information of news label.Second push subelement, for pushing the hot topic filtered out to user
Recent financial development information.
The point of interest of different user may be different, by allowing user to subscribe to interested label, thus more targetedly
Ground pushes its interested Financial Information to user.
For example, user's first has subscribed the Financial Information that label is " P2P ", then periodically pushing label to user's first is " P2P "
Financial Information.
By this programme, internet finance practitioner can periodically obtain all kinds of internet financial supervision on the same day daily
Information, supervision counte-rplan information；By dynamic with wechat robot dialogue quick obtaining supervision whenever and wherever possible information, industry
State information, to adjust the safe compliance of financial product in time, improve internet financial product core competitiveness in the field of business, mention
Rise internet finance practitioner professional knowledge richness.
In the present solution, rear end grabs the whole network internet financial supervision information and trade trend text by web crawlers means
Then chapter carries out elements recognition to the content of crawl, is further trained classification to the article of extraction, label, and generates
Word cloud chooses most popular label, ultimately generates popular financial Information, daily/financial supervision information report weekly.Rear end generates every
Day/weekly after the report of financial supervision information, be saved in database, then train wechat robot, it is daily/every by running batch mechanism
All timings push daily/financial supervision information report weekly.By means+information classification based training processing of crawler, make to collect
Fragment supervision information and trade trend more comprehensively, more systematization, Rational Classification.Even to supervision information, industry trend
Insensitive internet finance practitioner also can be obtained to comprehensive system supervision information in time, be moved in the industry by this programme
State, the requirement in time supervising product adaptation make financial product close rule.
On the one hand, the embodiment of the invention provides a kind of storage medium, storage medium includes the program of storage, wherein
Equipment where control storage medium executes following steps when program is run: crawling Financial Information, Financial Information includes internet gold
Melt supervision information and internet financial industry multidate information；Extract the key message of internet financial supervision information；According to key
Information classifies to internet financial supervision information, obtains classification results；Internet financial supervision is generated according to key message
The abstract of information；The report of financial supervision information is generated according to abstract and classification results；According to temperature index from internet finance row
Extract popular recent financial development information in industry multidate information, temperature index includes at least following one: browsing time, download time,
Browsing time variation tendency, download time variation tendency；The report of financial supervision information and popular recent financial development letter are pushed to user
Breath.
Optionally, when program is run, equipment where control storage medium also executes following steps: pushing gold to user
Before melting the report of supervision information and popular recent financial development information, user is acquired to the history hot topic recent financial development information pushed before
The user's operation information of operation generation is carried out, user's operation information includes at least following one: click information, frequency of reading letter
Breath, Information on Collection thumb up information, message information and sharing information；History hot topic recent financial development information is classified, is obtained
Multiple classifications；The score of the history hot topic recent financial development information of each classification, the height of score are calculated according to user's operation information
Illustrate the frequent degree that user operates history hot topic recent financial development information, score is higher, shows user to history heat
The frequent degree that door recent financial development information is operated is higher；The classification for filtering out highest scoring, as target category, to user
Push the report of financial supervision information and popular recent financial development information, comprising: carry out the popular recent financial development information of target category
Label；When pushing popular recent financial development information to user, by the popular recent financial development information of target category and its mark together
It is pushed to the user.
Optionally, when program is run, equipment where control storage medium also executes following steps: pushing gold to user
After melting the report of supervision information and popular recent financial development information, it is most that user's frequency of reading is filtered out in the first preset time
One article；Using the article filtered out as target article；Target article is segmented, obtains the frequency of occurrences greater than present count
Multiple high-frequency key words of value；Content article similar with the content of target article is filtered out according to high-frequency key words；Second
In preset time, the article filtered out is pushed to user.
Optionally, when program is run, equipment where control storage medium also executes following steps: pushing gold to user
After melting the report of supervision information and popular recent financial development information, the target keyword of user's input is obtained；To user's push and mesh
Mark the corresponding internet financial industry multidate information of keyword.
Optionally, when program is run, equipment where control storage medium also executes following steps: showing to user multiple
News label, each news label are associated with a kind of Financial Information；Obtain at least one news label that user subscribes to；Screening
Popular recent financial development information associated with the news label that user subscribes to out；The popular recent financial development filtered out is pushed to user
Information.
The embodiment of the invention provides a kind of computer equipments, including memory and processor, and memory is for storing packet
The information of program instruction is included, processor is used to control the execution of program instruction, real when program instruction is loaded and executed by processor
Existing following steps: crawling Financial Information, and Financial Information includes that internet financial supervision information and internet financial industry dynamic are believed
Breath；Extract the key message of internet financial supervision information；Classified according to key message to internet financial supervision information,
Obtain classification results；The abstract of internet financial supervision information is generated according to key message；It is generated according to abstract and classification results
The report of financial supervision information；Popular recent financial development information is extracted from internet financial industry multidate information according to temperature index,
Temperature index includes at least following one: browsing time, download time, browsing time variation tendency, download time variation tendency；
The report of financial supervision information and popular recent financial development information are pushed to user.
Optionally, it is also performed the steps of when program instruction is loaded and executed by processor and is pushing finance prison to user
Before the report of pipe information and popular recent financial development information, acquisition user carries out the history hot topic recent financial development information pushed before
The user's operation information generated is operated, user's operation information includes at least following one: click information, is received frequency of reading information
Hiding information thumbs up information, message information and sharing information；History hot topic recent financial development information is classified, is obtained multiple
Classification；The score of the history hot topic recent financial development information of each classification is calculated according to user's operation information, the height of score indicates
The frequent degree that user operates history hot topic recent financial development information, score is higher, shows user to the popular gold of history
It is higher to melt the frequent degree that multidate information is operated；The classification for filtering out highest scoring is pushed as target category to user
The report of financial supervision information and popular recent financial development information, comprising: the popular recent financial development information of target category is marked；
When pushing popular recent financial development information to user, by the popular recent financial development information of target category and its label together to user
It is pushed.
Optionally, it is also performed the steps of when program instruction is loaded and executed by processor and is pushing finance prison to user
After the report of pipe information and popular recent financial development information, one of user's frequency of reading at most is filtered out in the first preset time
Article；Using the article filtered out as target article；Target article is segmented, obtains the frequency of occurrences greater than default value
Multiple high-frequency key words；Content article similar with the content of target article is filtered out according to high-frequency key words；It is default second
In time, the article filtered out is pushed to user.
Optionally, it is also performed the steps of when program instruction is loaded and executed by processor and is pushing finance prison to user
After the report of pipe information and popular recent financial development information, the target keyword of user's input is obtained；It is closed to user's push with target
The corresponding internet financial industry multidate information of keyword.
Optionally, it is also performed the steps of when program instruction is loaded and executed by processor to user and shows multiple news
Label, each news label are associated with a kind of Financial Information；Obtain at least one news label that user subscribes to；Filter out with
The associated popular recent financial development information of the news label that user subscribes to；The popular recent financial development letter filtered out to user's push
Breath.
Fig. 4 is a kind of schematic diagram of computer equipment provided in an embodiment of the present invention.As shown in figure 4, the meter of the embodiment
Machine equipment 50 is calculated to include: processor 51, memory 52 and be stored in the meter that can be run in memory 52 and on processor 51
Calculation machine program 53 realizes the information-pushing method in embodiment when the computer program 53 is executed by processor 51, to avoid weight
It is multiple, it does not repeat one by one herein.Alternatively, being realized when the computer program is executed by processor 51 in embodiment in information push-delivery apparatus
The function of each model/unit does not repeat one by one herein to avoid repeating.
Computer equipment 50 can be desktop PC, notebook, palm PC and cloud server etc. and calculate equipment.
Computer equipment may include, but be not limited only to, processor 51, memory 52.It will be understood by those skilled in the art that Fig. 4 is only
It is the example of computer equipment 50, does not constitute the restriction to computer equipment 50, may include more more or fewer than illustrating
Component perhaps combines certain components or different components, such as computer equipment can also include input-output equipment, net
Network access device, bus etc..
Alleged processor 51 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), field programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
Memory 52 can be the internal storage unit of computer equipment 50, such as the hard disk or interior of computer equipment 50
It deposits.Memory 52 is also possible to the plug-in type being equipped on the External memory equipment of computer equipment 50, such as computer equipment 50
Hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card, flash card
(Flash Card) etc..Further, memory 52 can also both including computer equipment 50 internal storage unit and also including
External memory equipment.Memory 52 is for storing other programs and data needed for computer program and computer equipment.It deposits
Reservoir 52 can be also used for temporarily storing the data that has exported or will export.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided by the present invention, it should be understood that disclosed system, device and method can be with
It realizes by another way.For example, the apparatus embodiments described above are merely exemplary, for example, the unit
It divides, only a kind of logical function partition, there may be another division manner in actual implementation, for example, multiple units or group
Part can be combined or can be integrated into another system, or some features can be ignored or not executed.Another point, it is shown
Or the mutual coupling, direct-coupling or communication connection discussed can be through some interfaces, device or unit it is indirect
Coupling or communication connection can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of hardware adds SFU software functional unit.
The above-mentioned integrated unit being realized in the form of SFU software functional unit can store and computer-readable deposit at one
In storage media.Above-mentioned SFU software functional unit is stored in a storage medium, including some instructions are used so that a computer
It is each that device (can be personal computer, server or network equipment etc.) or processor (Processor) execute the present invention
The part steps of embodiment the method.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (Read-
Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic or disk etc. it is various
It can store the medium of program code.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Within mind and principle, any modification, equivalent substitution, improvement and etc. done be should be included within the scope of the present invention.
Claims (10)
1. a kind of information-pushing method, which is characterized in that the described method includes:
Financial Information is crawled, the Financial Information includes internet financial supervision information and internet financial industry multidate information；
Extract the key message of the internet financial supervision information；
Classified according to the key message to the internet financial supervision information, obtains classification results；
The abstract of the internet financial supervision information is generated according to the key message；
The report of financial supervision information is generated according to the abstract and the classification results；
Popular recent financial development information is extracted from the internet financial industry multidate information according to temperature index, the temperature refers to
Mark includes at least following one: browsing time, download time, browsing time variation tendency, download time variation tendency；
The financial supervision information report and the popular recent financial development information are pushed to user.
2. the method according to claim 1, wherein pushing the financial supervision information report to user described
Before the popular recent financial development information, the method also includes:
Acquire the user's operation information that the user carries out operation generation to the history hot topic recent financial development information pushed before, institute
User's operation information is stated including at least following one: click information, Information on Collection, thumbs up information, message letter at frequency of reading information
Breath and sharing information；
The history hot topic recent financial development information is classified, multiple classifications are obtained；
The score of the history hot topic recent financial development information of each classification, the height table of score are calculated according to the user's operation information
The frequent degree that the user operates the history hot topic recent financial development information is shown, score is higher, shows the use
The frequent degree that family operates the history hot topic recent financial development information is higher；
The classification for filtering out highest scoring, as target category,
It is described to push the financial supervision information report and the popular recent financial development information to user, comprising:
The popular recent financial development information of the target category is marked；
In the popular recent financial development information described to user push, by the popular recent financial development information of the target category and
Its label is pushed to the user together.
3. the method according to claim 1, wherein the hot topic recent financial development information includes an at least text
Chapter reports that the method is also with after the popular recent financial development information to user's push financial supervision information described
Include:
A most article of user's frequency of reading is filtered out in the first preset time；
Using the article filtered out as target article；
The target article is segmented, multiple high-frequency key words that the frequency of occurrences is greater than default value are obtained；
Content article similar with the content of the target article is filtered out according to the high-frequency key words；
In the second preset time, Xiang Suoshu user pushes the article filtered out.
4. the method according to claim 1, wherein pushing the financial supervision information report to user described
After the popular recent financial development information, the method also includes:
Obtain the target keyword of user's input；
Internet financial industry multidate information corresponding with the target keyword is pushed to the user.
5. method according to any one of claims 1 to 4, which is characterized in that user's push popular recent financial development
Information, comprising:
Show that multiple news labels, each news label are associated with a kind of Financial Information to the user；
Obtain at least one news label that the user subscribes to；
Filter out popular recent financial development information associated with the news label that the user subscribes to；
The popular recent financial development information filtered out is pushed to the user.
6. a kind of information push-delivery apparatus, which is characterized in that described device includes:
Unit is crawled, for crawling Financial Information, the Financial Information includes internet financial supervision information and internet finance
Trade trend information；
First extraction unit, for extracting the key message of the internet financial supervision information；
First taxon is divided for being classified according to the key message to the internet financial supervision information
Class result；
First generation unit, for generating the abstract of the internet financial supervision information according to the key message；
Second generation unit, for generating the report of financial supervision information according to the abstract and the classification results；
Second extraction unit, it is dynamic for extracting popular finance from the internet financial industry multidate information according to temperature index
State information, the temperature index include at least following one: browsing time, download time, browsing time variation tendency, downloading time
Number variation tendency；
First push unit, for pushing the financial supervision information report and the popular recent financial development information to user.
7. device according to claim 6, which is characterized in that described device further include:
Acquisition unit, for pushing the financial supervision information report and the popular gold to user in first push unit
Before melting multidate information, the user that the user carries out operation generation to the history hot topic recent financial development information pushed before is acquired
Operation information, the user's operation information include at least following one: click information, Information on Collection, thumbs up frequency of reading information
Information, message information and sharing information；
Second taxon obtains multiple classifications for the history hot topic recent financial development information to be classified；
Computing unit, for calculated according to the user's operation information each classification history hot topic recent financial development information
Point, the height of score illustrates the frequent degree that the user operates the history hot topic recent financial development information, score
Higher, the frequent degree for showing that the user operates the history hot topic recent financial development information is higher；
First screening unit, for filtering out the classification of highest scoring, as target category,
First push unit includes:
Subelement is marked, for the popular recent financial development information of the target category to be marked；
First push subelement is used in the popular recent financial development information described to user push, by the target category
Popular recent financial development information and its label pushed together to the user.
8. device according to claim 6, which is characterized in that the hot topic recent financial development information includes an at least text
Chapter, described device further include:
Second screening unit, for pushing the financial supervision information report and the heat to user in first push unit
After door recent financial development information, a most article of user's frequency of reading is filtered out in the first preset time；
Determination unit, for using the article filtered out as target article；
Participle unit, for segmenting the target article, the multiple high frequencies for obtaining the frequency of occurrences greater than default value are closed
Keyword；
Third filtering unit, for filtering out content text similar with the content of the target article according to the high-frequency key words
Chapter；
Second push unit, in the second preset time, Xiang Suoshu user to push the article filtered out.
9. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein run in described program
When control the storage medium where equipment perform claim require any one of 1 to 5 described in information-pushing method.
10. a kind of computer equipment, including memory and processor, the memory is for storing the letter including program instruction
Breath, the processor are used to control the execution of program instruction, it is characterised in that: described program instruction is loaded and executed by processor
The step of information-pushing method described in Shi Shixian claim 1 to 5 any one.
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| CN201811535146.0A CN109726327A (en) | 2018-12-14 | 2018-12-14 | A kind of information-pushing method and device |
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| CN201811535146.0A CN109726327A (en) | 2018-12-14 | 2018-12-14 | A kind of information-pushing method and device |
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| CN112055075A (en) * | 2020-09-02 | 2020-12-08 | 韦张恒 | Internet product monitoring method, device, server and readable storage medium |
| CN112055075B (en) * | 2020-09-02 | 2022-09-09 | 上海基玉金融信息服务股份有限公司 | Internet product monitoring method, device, server and readable storage medium |
| CN112565471A (en) * | 2021-02-26 | 2021-03-26 | 深圳追一科技有限公司 | Information pushing method, pushing robot, computer device and storage medium |
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