CN109492216A - Water note identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium - Google Patents
Water note identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium Download PDFInfo
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Abstract
The present invention relates to a kind of big data technology, discloses a kind of water note and identify automatically and the measures and procedures for the examination and approval, comprising: receive the model to be released to predetermined website currently submitted；The title of the received model is matched with a lists of keywords, filters out the keyword in the title for appearing in the model；The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；If calculate ratio be more than or equal to designated value, judge the model for water note, and refusal the model described in the website orientation；If the ratio calculated is less than designated value, the model is judged not and is water note, and the model described in the website orientation.The present invention also proposes that a kind of water note identifies automatically and examine device and a kind of computer readable storage medium.The present invention realizes the automatic identification and examination & approval of water note.
Description
Technical field
The present invention relates to big data technical field more particularly to a kind of water note identifies automatically and the measures and procedures for the examination and approval, device and meter
Calculation machine readable storage medium storing program for executing.
Background technique
Appearance of the development of forum as network is emerged rapidly in large numbersBamboo shoots after a spring rain, and rapidly develop.Forum almost covers people
The various aspects lived, almost everyone can find oneself it is interested or it should be understood that topicality forum.And
All kinds of websites, comprehensive portal website or functional special subject network station are also all favored in opening up oneself forum, to promote online friend
Between exchange, increase interactive and abundant website content.
User can share personal view, publication data, discussion interaction, announcement information etc. in forum.Usually in forum
The information of upper publication and reply referred to as " posts " " money order receipt to be signed and returned to the sender " " follow-up " etc..
Due to " post " in forum " money order receipt to be signed and returned to the sender " " follow-up " be all user free behavior, user may send out sometimes
" water note " a bit." the water note " be note, one kind is inessential for theme in forum or bbs, meaningless some models
General designation.
The forum user that perhaps works for professional technical forum issue some moods etc with technology or work
When incoherent water note, the system perception and searching accuracy of forum are influenced whether.
It is critically important for carrying out Intelligent detecting and examination & approval to water note.
Summary of the invention
The present invention provides a kind of water note and identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium, main
It is designed to provide a kind of independent of artificial screening, Intelligent detecting and examines out the water note submitted in forum.
To achieve the above object, a kind of water note provided by the invention identifies and the measures and procedures for the examination and approval automatically, comprising:
Receive the model to be released to predetermined website currently submitted；
The title of the received model is matched with a lists of keywords, filters out and appears in the model
Keyword in title；
The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；
If calculate ratio be more than or equal to designated value, judge the model for water note, and refusal in the website
Issue the model；
If the ratio calculated is less than designated value, the model is judged not and is water note, and the note described in the website orientation
Son.
Optionally, this method further include:
Obtain all models in website；
The title for being denoted as the model of water note is selected, the title of the water note is subjected to word segmentation processing, obtains Feature Words；
According to the frequency that the Feature Words occur, high frequency words are filtered out, and the high frequency words are recorded in a high frequency words
In list；
From the high frequency words of the high frequency word list, keyword is selected according to preset rules, and the keyword of selection is remembered
It records in the lists of keywords.
Optionally, the title of the water note is subjected to word segmentation processing, obtaining Feature Words is to use priority of long word principle, according to
The dictionary prestored segments received keyword.
Optionally, this method further include:
Processing is filtered to the Feature Words, the filtration treatment is using following one or two kinds of modes:
Mode one is filtered according to part of speech, retains noun, verb and adjective；
Mode two is filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to spy
The frequency or number that sign word occurs in title.
Optionally, the preset rules are by the high frequency words and a specific dictionary progress in the high frequency word list
Match, find out the word to match, as the keyword.
In addition, to achieve the above object, identifying and examining device automatically the present invention also provides a kind of water note, which includes
Memory and processor are stored with the water note that can be run on the processor in the memory and identify and examine journey automatically
Sequence realizes following steps when the water note identifies automatically and examination and approval procedures are executed by the processor:
Receive the model to be released to predetermined website currently submitted；
The title of the received model is matched with a lists of keywords, filters out and appears in the model
Keyword in title；
The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；
If calculate ratio be more than or equal to designated value, judge the model for water note, and refusal in the website
Issue the model；
If the ratio calculated is less than designated value, the model is judged not and is water note, and the note described in the website orientation
Son.
Optionally, the water note identifies automatically and when examination and approval procedures are executed by the processor also realizes following steps:
Obtain all models in website；
The title for being denoted as the model of water note is selected, the title of the water note is subjected to word segmentation processing, obtains Feature Words；
According to the frequency that the Feature Words occur, high frequency words are filtered out, and the high frequency words are recorded in a high frequency words
In list；
From the high frequency words of the high frequency word list, keyword is selected according to preset rules, and the keyword of selection is remembered
It records in the lists of keywords.
Optionally, the title of the water note is subjected to word segmentation processing, obtaining Feature Words is to use priority of long word principle, according to
The dictionary prestored segments received keyword.
Optionally, the water note identifies automatically and when examination and approval procedures are executed by the processor also realizes following steps:
Following steps are also realized when the water note identifies automatically and examination and approval procedures are executed by the processor:
Processing is filtered to the Feature Words, the filtration treatment uses following any one or two kinds of modes:
Mode one is filtered according to part of speech, retains noun, verb and adjective；
Mode two is filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to spy
The frequency or number that sign word occurs in title.
In addition, to achieve the above object, it is described computer-readable the present invention also provides a kind of computer readable storage medium
Water note is stored on storage medium to identify automatically and examination and approval procedures, the water note identify automatically and examination and approval procedures can by one or
Multiple processors execute, to realize that water note as described above identifies automatically and the step of the measures and procedures for the examination and approval.
Water note proposed by the present invention identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium, is receiving
The needs that user is submitted automatically identify the model in the model issued in forum, are pre-established simultaneously by one
The lists of keywords constantly improve is compared with the title of the model, to judge that keyword accounts for institute in the lists of keywords
The title ratio of model is stated, and judges whether the model is water note accordingly, is judged as that the model of water note will not be sent out in forum
Cloth, scheme of the present invention can intelligently identify and examine out the water note submitted in forum independent of artificial screening.
Detailed description of the invention
Fig. 1 identifies automatically for the water note that one embodiment of the invention provides and the flow diagram of the measures and procedures for the examination and approval；
Fig. 2 is the schematic diagram of internal structure that the water note that one embodiment of the invention provides identifies automatically and examine device；
Fig. 3 identifies automatically and examines water note in device for the water note that one embodiment of the invention provides and identifies and examine journey automatically
The module diagram of sequence.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
The present invention provides a kind of water note and identifies automatically and the measures and procedures for the examination and approval.Shown in referring to Fig.1, provided for one embodiment of the invention
Water note identify automatically and the flow diagram of the measures and procedures for the examination and approval.This method can be executed by a device, which can be by soft
Part and/or hardware realization.
In the present embodiment, water note identifies automatically and the measures and procedures for the examination and approval include:
All models in S1, acquisition website.
Website of the present invention includes various forums.The forum (Forums) is group's group in online commerce services
It knits.Forum may operate a library, a chatroom etc., and people is allowed to carry out real-time information interchange.
Forum is generally created by the head of a station (founder).And it sets up all levels of management personnel and forum is managed, including forum
Administrator (Administrator), super edition owner (Super Moderator, some titles " total edition owner "), edition owner
(Moderator is commonly called as " spot pig ", " mottled bamboo ").Super edition owner is less than the second permission (but head of a station's sheet of the head of a station (founder)
Body is also super edition owner, super keepe, administrator) in general super edition owner can manage all forum's versions
Block (common edition owner can only manage specific column).
In the present embodiment, the forum is thematic class forum, including, such as military class forum, computer amateur forum move
Unrestrained forum or technology class forum etc..
In other embodiments, the forum is also possible to the work forum in an enterprise, user's enterprises employee it
Between issue work related information.
Present pre-ferred embodiments can obtain all models from the data server of the forum.The data
Be stored in server it is that all models being published in the forum and user submit but due to not over audit and
The model in the forum is not issued.
S2, the title for being denoted as the model of water note is selected.
Water note is inessential for forum's theme, the meaningless some models issued in forum.For example, in skill
The some models in terms of mood issued in Shu Lei forum, can be referred to as water note.
The water note can be what mode of all levels of management personnel of forum Jing Guo manual examination and verification indicated, be also possible to pass through
One water note identifies automatically and examination and approval procedures automatically analyze to obtain and indicates.
S3, the title of the water note is subjected to word segmentation processing, obtains Feature Words.
Present pre-ferred embodiments use priority of long word principle, are segmented according to the dictionary prestored to received keyword
(for example, priority of long word principle refers to: the phrase T1 for needing to segment for one, first since first character A, from what is prestored
Dictionary finds out the longest word X1 originated by A, and X1 is then rejected from T1 and is left T2, then is former using identical cutting to T2
Reason, result after cutting be " X1/X2/,,, ").
The dictionary prestored may include conventional dictionary and specific dictionary, such as financial dictionary and product dictionary.
For example, according to conventional dictionary, available " safety ", " honor ", " macro ", " life ", " having " what ", the Feature Words such as " feature ",
But according to the specific products dictionary of safety company, available " the macro life of honor " this participle.Therefore, the present invention is preferably implemented
After example segments the keyword " what feature is the macro life of the honor of safety have ", available product feature word is " flat
Peace ", " ", " the macro life of honor ", " having ", " what ", " feature ".
Further, in present pre-ferred embodiments, processing further can also be filtered to obtained Feature Words, had
Body, filtration treatment use following any one or two kinds of modes: mode one: being filtered according to part of speech, retain noun, verb with
And adjective；Mode two: being filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to spy
The frequency or number that sign word occurs in title.
S4, the frequency occurred according to the Feature Words, filter out high frequency words, and the high frequency words are recorded in a high frequency
In word list.
Present pre-ferred embodiments calculate frequency that each Feature Words occur perhaps number by the frequency or number of appearance
Greater than preset value Feature Words as high frequency words, and be recorded in the high frequency word list.
For example, being denoted as two models of water note, the title of one of model is by participle operation, obtained Feature Words
For " today ", " mood ", " bad ", the title of another model by participle operation, obtained Feature Words be " how ", " heart
Feelings " " improve.Then Feature Words " mood " occur twice, if the preset value is 2, " mood " is high frequency words.
S5, from the high frequency words of the high frequency word list, select keyword according to preset rules, and by the keyword of selection
It is recorded in a lists of keywords.
In present pre-ferred embodiments, the method that the preset rules can be artificial screening is also possible to the height
High frequency words in frequency word list are matched with a specific dictionary, the word to match are found out, as keyword.
The model to be released to predetermined website that S6, reception are currently submitted.
User entered by way of member perhaps tourist a forum and the forum submit text or picture or
Person includes the behavior of music video, is known as posting.
When user newly submits a model, embodiment of this case, which obtains, deserves the preceding model submitted.
S7, the title of the received model is matched with the lists of keywords, filters out and appears in the note
Keyword in the title of son.
Present pre-ferred embodiments will be recorded in the mark of the keyword in the lists of keywords Yu the received model
Topic is matched, and finds out the keyword to match, and the number of words for calculating the keyword to match accounts for the word of the title of the model
Several ratios.
For example, entitled " my mood of today is too bad " of the model currently submitted, by in lists of keywords
Keyword carries out matching the available keyword to match being " mood ", " too bad ".
The number of words of the keyword to match is 4, and it is 9 that the title for the model currently submitted, which obtains number of words, then the key to match
The ratio that word accounts for the title of the model currently submitted is 4/9=44%.
The number of words for the keyword that S8, calculating sifting come out accounts for the ratio of the number of words of the title, and judges that the ratio is
It is no to reach designated value?
In present pre-ferred embodiments, the designated value be can be, such as 30%.
When the ratio that the number of words of the keyword screened accounts for the number of words of the title of the model has reached the finger
Definite value then executes following S9.
When the ratio that the number of words of the keyword screened accounts for the number of words of the title of the model does not reach described
Designated value then executes following S10.
S9 judges the model for water note, and rower of going forward side by side shows, further refusal issues the model on the web,
And inform the submitter and/or administrator of model.
In present pre-ferred embodiments, the letter the such as the reason of title of the model, submission time, submitter, refusal publication
Breath can all be sent to the submitter and/or webmaster of model.
S10 judges the model not and is water note, and the model described in the website orientation.
Invention also provides a kind of water note and identifies and examine device automatically.Referring to shown in Fig. 2, provided for one embodiment of the invention
Water note identify and examine the schematic diagram of internal structure of device automatically.
In the present embodiment, the water note identify automatically and examine device 1 can be PC (Personal Computer, it is a
People's computer), it is also possible to the terminal devices such as smart phone, tablet computer, portable computer.The water note identifies automatically and examines dress
It sets 1 and includes at least memory 11, processor 12, communication bus 13 and network interface 14.
Wherein, memory 11 include at least a type of readable storage medium storing program for executing, the readable storage medium storing program for executing include flash memory,
Hard disk, multimedia card, card-type memory (for example, SD or DX memory etc.), magnetic storage, disk, CD etc..Memory 11
It can be the internal storage unit that water note identifies automatically and examine device 1 in some embodiments, such as the water note identifies automatically
And the hard disk of examination & approval device 1.Memory 11 is also possible to water note in further embodiments and identifies and examine the outer of device 1 automatically
Portion stores equipment, such as water note identifies automatically and examine the plug-in type hard disk being equipped on device 1, intelligent memory card (Smart
Media Card, SMC), secure digital (Secure Digital, SD) card, flash card (Flash Card) etc..Further,
Memory 11 can also both include that water note identifies automatically and examine the internal storage unit of device 1 or including External memory equipment.
Memory 11 can be not only used for storage and be installed on application software and Various types of data that water note identifies automatically and examine device 1, example
Such as water note identifies automatically and the code of examination and approval procedures 01, can be also used for temporarily storing and has exported or will export
Data.
Processor 12 can be in some embodiments a central processing unit (Central Processing Unit,
CPU), controller, microcontroller, microprocessor or other data processing chips, the program for being stored in run memory 11
Code or processing data, such as execute water note and identify automatically and examination and approval procedures 01 etc..
Communication bus 13 is for realizing the connection communication between these components.
Network interface 14 optionally may include standard wireline interface and wireless interface (such as WI-FI interface), be commonly used in
Communication connection is established between the device 1 and other electronic equipments.
Optionally, which can also include user interface, and user interface may include display (Display), input
Unit such as keyboard (Keyboard), optional user interface can also include standard wireline interface and wireless interface.It is optional
Ground, in some embodiments, display can be light-emitting diode display, liquid crystal display, touch-control liquid crystal display and OLED
(Organic Light-Emitting Diode, Organic Light Emitting Diode) touches device etc..Wherein, display can also be appropriate
Referred to as display screen or display unit identify automatically and examine the information handled in device 1 and for showing for being shown in water note
Show visual user interface.
Fig. 2 illustrate only identify automatically with component 11-14 and water note and the water note of examination and approval procedures 01 identify automatically and
Device 1 is examined, water note is identified automatically and is examined it will be appreciated by persons skilled in the art that structure shown in fig. 1 is not constituted
The restriction for criticizing device 1 may include perhaps combining certain components or different portions than illustrating less perhaps more components
Part arrangement.
In 1 embodiment of device shown in Fig. 2, it is stored with water note in memory 11 and identifies automatically and examination and approval procedures 01；Place
Reason device 12 executes that the water note that stores in memory 11 identifies automatically and whens examination and approval procedures 01 realizes following steps:
Step 1: obtaining all models in website.
Website of the present invention includes various forums.The forum (Forums) is group's group in online commerce services
It knits.Forum may operate a library, a chatroom etc., and people is allowed to carry out real-time information interchange.
Forum is generally created by the head of a station (founder).And it sets up all levels of management personnel and forum is managed, including forum
Administrator (Administrator), super edition owner (Super Moderator, some titles " total edition owner "), edition owner
(Moderator is commonly called as " spot pig ", " mottled bamboo ").Super edition owner is less than the second permission (but head of a station's sheet of the head of a station (founder)
Body is also super edition owner, super keepe, administrator) in general super edition owner can manage all forum's versions
Block (common edition owner can only manage specific column).
In the present embodiment, the forum is thematic class forum, including, such as military class forum, computer amateur forum move
Unrestrained forum or technology class forum etc..
In other embodiments, the forum is also possible to the work forum in an enterprise, user's enterprises employee it
Between issue work related information.
Present pre-ferred embodiments can obtain all models from the data server of the forum.The data
Be stored in server it is that all models being published in the forum and user submit but due to not over audit and
The model in the forum is not issued.
Step 2: selecting the title for being denoted as the model of water note.
Water note is inessential for forum's theme, the meaningless some models issued in forum.For example, in skill
The some models in terms of mood issued in Shu Lei forum, can be referred to as water note.
The water note can be what mode of all levels of management personnel of forum Jing Guo manual examination and verification indicated, be also possible to pass through
One water note identifies automatically and examination and approval procedures automatically analyze to obtain and indicates.
Step 3: the title of the water note is carried out word segmentation processing, Feature Words are obtained.
Present pre-ferred embodiments use priority of long word principle, are segmented according to the dictionary prestored to received keyword
(for example, priority of long word principle refers to: the phrase T1 for needing to segment for one, first since first character A, from what is prestored
Dictionary finds out the longest word X1 originated by A, and X1 is then rejected from T1 and is left T2, then is former using identical cutting to T2
Reason, result after cutting be " X1/X2/,,, ").
The dictionary prestored may include conventional dictionary and specific dictionary, such as financial dictionary and product dictionary.
For example, according to conventional dictionary, available " safety ", " honor ", " macro ", " life ", " having " what ", the Feature Words such as " feature ",
But according to the specific products dictionary of safety company, available " the macro life of honor " this participle.Therefore, the present invention is preferably implemented
After example segments the keyword " what feature is the macro life of the honor of safety have ", available product feature word is " flat
Peace ", " ", " the macro life of honor ", " having ", " what ", " feature ".
Further, in present pre-ferred embodiments, processing further can also be filtered to obtained Feature Words, had
Body, filtration treatment use following any one or two kinds of modes: mode one: being filtered according to part of speech, retain noun, verb with
And adjective；Mode two: being filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to spy
The frequency or number that sign word occurs in title.
Step 4: filtering out high frequency words, and the high frequency words are recorded in one according to the frequency that the Feature Words occur
In high frequency word list.
Present pre-ferred embodiments calculate frequency that each Feature Words occur perhaps number by the frequency or number of appearance
Greater than preset value Feature Words as high frequency words, and be recorded in the high frequency word list.
For example, being denoted as two models of water note, the title of one of model is by participle operation, obtained Feature Words
For " today ", " mood ", " bad ", the title of another model by participle operation, obtained Feature Words be " how ", " heart
Feelings " " improve.Then Feature Words " mood " occur twice, if the preset value is 2, " mood " is high frequency words.
Step 5: from the high frequency words of the high frequency word list, keyword is selected according to preset rules, and by the pass of selection
Keyword is recorded in a lists of keywords.
In present pre-ferred embodiments, the method that the preset rules can be artificial screening is also possible to the height
High frequency words in frequency word list are matched with a specific dictionary, the word to match are found out, as keyword.
Step 6: receiving the model to be released to predetermined website currently submitted.
User entered by way of member perhaps tourist a forum and the forum submit text or picture or
Person includes the behavior of music video, is known as posting.
When user newly submits a model, embodiment of this case, which obtains, deserves the preceding model submitted.
Step 7: the title of the received model is matched with the lists of keywords, filters out and appear in institute
State the keyword in the title of model.
Present pre-ferred embodiments will be recorded in the mark of the keyword in the lists of keywords Yu the received model
Topic is matched, and finds out the keyword to match, and the number of words for calculating the keyword to match accounts for the word of the title of the model
Several ratios.
For example, entitled " my mood of today is too bad " of the model currently submitted, by in lists of keywords
Keyword carries out matching the available keyword to match being " mood ", " too bad ".
The number of words of the keyword to match is 4, and it is 9 that the title for the model currently submitted, which obtains number of words, then the key to match
The ratio that word accounts for the title of the model currently submitted is 4/9=44%.
Step 8: the number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title, and judge the ratio
Does example reach designated value?
In present pre-ferred embodiments, the designated value be can be, such as 30%.
When the ratio that the number of words of the keyword screened accounts for the number of words of the title of the model has reached the finger
Definite value then executes following steps nine.
When the ratio that the number of words of the keyword screened accounts for the number of words of the title of the model does not reach described
Designated value then executes following steps ten.
Step 9: judging the model for water note, rower of going forward side by side shows, further refusal issues the note on the web
Son, and inform the submitter and/or administrator of model.
In present pre-ferred embodiments, the letter the such as the reason of title of the model, submission time, submitter, refusal publication
Breath can all be sent to the submitter and/or webmaster of model.
Step 10: judging the model not and being water note, and the model described in the website orientation.
Optionally, in other embodiments, water note identifies automatically and examination and approval procedures can also be divided into one or more
A module, one or more module are stored in memory 11, and (the present embodiment is processing by one or more processors
Device 12) it is performed to complete the present invention, the so-called module of the present invention is the series of computation machine journey for referring to complete specific function
Sequence instruction segment, for describing, water note identifies automatically and examination and approval procedures in water note identify automatically and examine the implementation procedure in device.
For example, referring to shown in Fig. 3, reflect automatically for the water note that water note of the present invention identifies and examines automatically in one embodiment of device
Not and the program module schematic diagrames of examination and approval procedures, in the embodiment, water note identifies automatically and examination and approval procedures can be divided into water
Note standard formulation module 10, water note identification module 20 and water note approval module 30, illustratively:
The water note standard formulation module 10 is used for: obtaining all models in website；Select the model for being denoted as water note
Title, the title of the water note is subjected to word segmentation processing, obtains Feature Words；According to the frequency that the Feature Words occur, screening
High frequency words out, and the high frequency words are recorded in a high frequency word list；From the high frequency words of the high frequency word list, according to
Preset rules select keyword, and the keyword of selection is recorded in a lists of keywords.
The water note identification module 20 is used for: receiving the model to be released to predetermined website currently submitted；It will
The title of the received model is matched with a lists of keywords, filters out the pass in the title for appearing in the model
Keyword；The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；If the ratio calculated is greater than or waits
In designated value, then judge the model for water note, and refuse the model described in the website orientation；Refer to if the ratio calculated is less than
Definite value then judges the model not and is water note, and the model described in the website orientation.
The water note approval module 30 is used for: the model for being denoted as water note refusal being issued on website, and informs model
Submitter and/or administrator, and by judgement be not that the model of water note is published in website.
The program modules such as above-mentioned water note standard formulation module 10, water note identification module 20 and water note approval module 30 are performed
When the functions or operations step realized be substantially the same with above-described embodiment, details are not described herein.
In addition, the embodiment of the present invention also proposes a kind of computer readable storage medium, the computer readable storage medium
On be stored with water note and identify automatically and examination and approval procedures, the water note identifies automatically and examination and approval procedures can be by one or more processors
It executes, to realize following operation:
All models in website are obtained, the title for being denoted as the model of water note is selected, the title of the water note is carried out
Word segmentation processing obtains Feature Words, according to the frequency that the Feature Words occur, filters out high frequency words, and the high frequency words are recorded
In a high frequency word list, and from the high frequency words of the high frequency word list, keyword is selected according to preset rules, and record
In a lists of keywords；
The model currently submitted is received, the title of the model currently submitted is matched with the keyword, is sieved
The keyword in the title for appearing in the model currently submitted is selected, judges that the keyword screened works as premise described in accounting for
The ratio of the title of the model of friendship, when the ratio that the keyword screened accounts for the title of the model currently submitted reaches
Arrived designated value, then the model currently submitted be denoted as water note, or when the keyword that screen account for it is described current
The ratio of the title of the model of submission does not reach designated value, judges that the model currently submitted is not water note；And
The model for being denoted as water note refusal is issued on website, and informs the submitter and/or administrator of model, and
The model that judgement is not water note is published in website.
Computer readable storage medium specific embodiment of the present invention and above-mentioned water note identify automatically and examine device and side
Each embodiment of method is essentially identical, does not make tired state herein.
It should be noted that the serial number of the above embodiments of the invention is only for description, do not represent the advantages or disadvantages of the embodiments.And
The terms "include", "comprise" herein or any other variant thereof is intended to cover non-exclusive inclusion, so that packet
Process, device, article or the method for including a series of elements not only include those elements, but also including being not explicitly listed
Other element, or further include for this process, device, article or the intrinsic element of method.Do not limiting more
In the case where, the element that is limited by sentence "including a ...", it is not excluded that including process, device, the article of the element
Or there is also other identical elements in method.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in one as described above
In storage medium (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that terminal device (it can be mobile phone,
Computer, server or network equipment etc.) execute method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of water note identifies automatically and the measures and procedures for the examination and approval, which is characterized in that the described method includes:
Receive the model to be released to predetermined website currently submitted；
The title of the received model is matched with a lists of keywords, filters out the title for appearing in the model
In keyword；
The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；
If calculate ratio be more than or equal to designated value, judge the model for water note, and refusal in the website orientation
The model；
If the ratio calculated is less than designated value, the model is judged not and is water note, and the model described in the website orientation.
2. water note as described in claim 1 identifies automatically and the measures and procedures for the examination and approval, which is characterized in that this method further include:
Obtain all models in website；
The title for being denoted as the model of water note is selected, the title of the water note is subjected to word segmentation processing, obtains Feature Words；
According to the frequency that the Feature Words occur, high frequency words are filtered out, and the high frequency words are recorded in a high frequency word list
In；
From the high frequency words of the high frequency word list, keyword is selected according to preset rules, and the keyword of selection is recorded in
In the lists of keywords.
3. water note as claimed in claim 2 identifies automatically and the measures and procedures for the examination and approval, which is characterized in that carry out the title of the water note
Word segmentation processing, obtaining Feature Words is segmented according to the dictionary prestored to received keyword using priority of long word principle.
4. water note as claimed in claim 2 identifies automatically and the measures and procedures for the examination and approval, which is characterized in that this method further include:
Processing is filtered to the Feature Words, the filtration treatment is using following one or two kinds of modes:
Mode one is filtered according to part of speech, retains noun, verb and adjective；
Mode two is filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to Feature Words
The frequency or number occurred in title.
5. water note as claimed in claim 2 identifies automatically and the measures and procedures for the examination and approval, which is characterized in that the preset rules are will be described
High frequency words in high frequency word list are matched with a specific dictionary, the word to match are found out, as the keyword.
6. a kind of water note identifies automatically and examines device, which is characterized in that described device includes memory and processor, described to deposit
It is stored with the water note that can be run on the processor on reservoir to identify automatically and examination and approval procedures, the water note identifies automatically and examines
It criticizes when program is executed by the processor and realizes following steps:
Receive the model to be released to predetermined website currently submitted；
The title of the received model is matched with a lists of keywords, filters out the title for appearing in the model
In keyword；
The number of words for the keyword that calculating sifting comes out accounts for the ratio of the number of words of the title；
If calculate ratio be more than or equal to designated value, judge the model for water note, and refusal in the website orientation
The model；
If the ratio calculated is less than designated value, the model is judged not and is water note, and the model described in the website orientation.
7. water note as claimed in claim 6 identifies automatically and examines device, which is characterized in that the water note identifies automatically and examines
It criticizes when program is executed by the processor and also realizes following steps:
Obtain all models in website；
The title for being denoted as the model of water note is selected, the title of the water note is subjected to word segmentation processing, obtains Feature Words；
According to the frequency that the Feature Words occur, high frequency words are filtered out, and the high frequency words are recorded in a high frequency word list
In；
From the high frequency words of the high frequency word list, keyword is selected according to preset rules, and the keyword of selection is recorded in
In the lists of keywords.
8. water note as claimed in claim 7 identifies automatically and examines device, which is characterized in that carry out the title of the water note
Word segmentation processing, obtaining Feature Words is segmented according to the dictionary prestored to received keyword using priority of long word principle.
9. water note as claimed in claim 7 identifies automatically and examines device, which is characterized in that the water note identifies automatically and examines
It criticizes when program is executed by the processor and also realizes following steps:
Processing is filtered to the Feature Words, the filtration treatment uses following any one or two kinds of modes:
Mode one is filtered according to part of speech, retains noun, verb and adjective；
Mode two is filtered according to the frequency, retains the Feature Words that the frequency is greater than frequency threshold value, wherein the frequency refers to Feature Words
The frequency or number occurred in title.
10. a kind of computer readable storage medium, which is characterized in that be stored with water note on the computer readable storage medium certainly
Dynamic identification and examination and approval procedures, the water note identifies automatically and examination and approval procedures can be executed by one or more processor, to realize
Water note as described in any one of claims 1 to 5 identifies automatically and the step of the measures and procedures for the examination and approval.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811095297.9A CN109492216A (en) | 2018-09-19 | 2018-09-19 | Water note identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811095297.9A CN109492216A (en) | 2018-09-19 | 2018-09-19 | Water note identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109492216A true CN109492216A (en) | 2019-03-19 |
Family
ID=65690535
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811095297.9A Withdrawn CN109492216A (en) | 2018-09-19 | 2018-09-19 | Water note identifies automatically and the measures and procedures for the examination and approval, device and computer readable storage medium |
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| CN (1) | CN109492216A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110163558A (en) * | 2019-04-16 | 2019-08-23 | 平安科技（深圳）有限公司 | The examination and approval document measures and procedures for the examination and approval, device, computer equipment and storage medium |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102340424A (en) * | 2010-07-21 | 2012-02-01 | 中国移动通信集团山东有限公司 | Bad message detection method and bad message detection device |
| CN102999576A (en) * | 2012-11-13 | 2013-03-27 | 北京百度网讯科技有限公司 | Method and equipment for confirming page description information corresponding to target pages |
| CN103176983A (en) * | 2011-12-20 | 2013-06-26 | 中国科学院计算机网络信息中心 | Event warning method based on Internet information |
| CN104111941A (en) * | 2013-04-18 | 2014-10-22 | 阿里巴巴集团控股有限公司 | Method and equipment for information display |
| CN104598532A (en) * | 2014-12-29 | 2015-05-06 | 中国联合网络通信有限公司广东省分公司 | Information processing method and device |
| CN104657349A (en) * | 2015-02-11 | 2015-05-27 | 厦门美柚信息科技有限公司 | Forum post feature identifying method and device |
| US20160321355A1 (en) * | 2014-04-01 | 2016-11-03 | Tencent Technology (Shenzhen) Company Limited | Media content recommendation method and apparatus |
| CN106354867A (en) * | 2016-09-12 | 2017-01-25 | 传线网络科技（上海）有限公司 | Multimedia resource recommendation method and device |
| CN107292365A (en) * | 2017-06-27 | 2017-10-24 | 百度在线网络技术（北京）有限公司 | Binding method, device, equipment and the computer-readable recording medium of Commercial goods labelses |
-
2018
- 2018-09-19 CN CN201811095297.9A patent/CN109492216A/en not_active Withdrawn
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102340424A (en) * | 2010-07-21 | 2012-02-01 | 中国移动通信集团山东有限公司 | Bad message detection method and bad message detection device |
| CN103176983A (en) * | 2011-12-20 | 2013-06-26 | 中国科学院计算机网络信息中心 | Event warning method based on Internet information |
| CN102999576A (en) * | 2012-11-13 | 2013-03-27 | 北京百度网讯科技有限公司 | Method and equipment for confirming page description information corresponding to target pages |
| CN104111941A (en) * | 2013-04-18 | 2014-10-22 | 阿里巴巴集团控股有限公司 | Method and equipment for information display |
| US20160321355A1 (en) * | 2014-04-01 | 2016-11-03 | Tencent Technology (Shenzhen) Company Limited | Media content recommendation method and apparatus |
| CN104598532A (en) * | 2014-12-29 | 2015-05-06 | 中国联合网络通信有限公司广东省分公司 | Information processing method and device |
| CN104657349A (en) * | 2015-02-11 | 2015-05-27 | 厦门美柚信息科技有限公司 | Forum post feature identifying method and device |
| CN106354867A (en) * | 2016-09-12 | 2017-01-25 | 传线网络科技（上海）有限公司 | Multimedia resource recommendation method and device |
| CN107292365A (en) * | 2017-06-27 | 2017-10-24 | 百度在线网络技术（北京）有限公司 | Binding method, device, equipment and the computer-readable recording medium of Commercial goods labelses |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110163558A (en) * | 2019-04-16 | 2019-08-23 | 平安科技（深圳）有限公司 | The examination and approval document measures and procedures for the examination and approval, device, computer equipment and storage medium |
| CN110163558B (en) * | 2019-04-16 | 2024-05-07 | 平安科技（深圳）有限公司 | Approval method, device, computer equipment and storage medium |
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