CN106547757A - The method and apparatus of matching keywords and creative content - Google Patents

The method and apparatus of matching keywords and creative content Download PDF

Info

Publication number
CN106547757A
CN106547757A CN201510595584.6A CN201510595584A CN106547757A CN 106547757 A CN106547757 A CN 106547757A CN 201510595584 A CN201510595584 A CN 201510595584A CN 106547757 A CN106547757 A CN 106547757A
Authority
CN
China
Prior art keywords
word
creative content
key word
content
creative
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201510595584.6A
Other languages
Chinese (zh)
Other versions
CN106547757B (en
Inventor
王绪
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Gridsum Technology Co Ltd
Original Assignee
Beijing Gridsum Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Gridsum Technology Co Ltd filed Critical Beijing Gridsum Technology Co Ltd
Priority to CN201510595584.6A priority Critical patent/CN106547757B/en
Publication of CN106547757A publication Critical patent/CN106547757A/en
Application granted granted Critical
Publication of CN106547757B publication Critical patent/CN106547757B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00Handling natural language data
    • G06F40/20Natural language analysis
    • G06F40/279Recognition of textual entities

Abstract

The method and apparatus that the present invention provides a kind of matching keywords and creative content, method include:Whether each word included in judging key word is occurred in default creative content;When each word is occurred in creative content, feature of each word in creative content is extracted;Judge whether feature of each word in creative content is matched with default feature;Upon a match, key word is matched with creative content.Technology according to the present invention scheme, except whether the word in analysis of key word is occurred in creative content, the feature of each word in creative content of key word is further calculated also, judgement can be analyzed based on this feature, then obtain that there is between the creative content in matching result and key word higher matching degree.

Description

The method and apparatus of matching keywords and creative content
Technical field
The present invention relates to field of computer technology, in particular in a kind of matching keywords and intention The method and apparatus of appearance.
Background technology
In search popularization field, each can add in multiple key words, multiple intention in promoting unit Hold.Key word with the corresponding relation of creative content is:When Extended Results represent, same key word can With multiple creative contents, same creative content can also be used by multiple key words, searched in user During triggering Extended Results, each bar creative content that key word is matched has and represents chance.Wherein, closing Keyword is " liquid detergent ", and creative content can be " certain liquid detergent does not hurt hands ", " certain liquid detergent effect It is good " etc..Therefore, recognize that the creative content matched by key word just becomes an important problem.
The matching keywords for currently existing are included with the technical scheme of creative content:1st, key word starting Matching:Key word to be matched is searched whether in the beginning matched by creative content.For example:Close Keyword " Flos Rosae Rugosae ", creative content " Flos Rosae Rugosae is very beautiful ", so the two can the match is successful.2nd, close Keyword end matches:Whether lookup key word to be matched is at the end matched by creative content. Its matching principle and 1 identical, difference is to start search key from the end of creative content.3、 Key word fuzzy matching:Search whether key word to be matched occurred in intention to be matched.With Upper matching way it is excessively simple, cause the matching degree of key word in matching result and creative content not It is high.
The content of the invention
In view of the above problems, it is proposed that the present invention overcomes the problems referred to above or at least part of to provide one kind The matching keywords that solve the above problems and creative content method and apparatus.
According to one aspect of the present invention, there is provided a kind of matching keywords and the method for creative content, wrap Include:Whether each word included in judging the key word is occurred in default creative content;Described When each word is occurred in the creative content, extract described in feature of each word in the creative content; Whether feature of each word in the creative content described in judging is matched with default feature;Upon a match, The key word is matched with the creative content.
Alternatively, aforesaid matching keywords and the method for creative content, extract described each word described Feature in creative content, including:Positional information of each word in creative content described in obtaining;According to The positional information, it is determined that the distance between described each word.
Alternatively, the method for aforesaid matching keywords and creative content, by the key word and the wound Meaning content is matched, including:Described in judging, at least one of each word word is in the creative content Occurrence number whether reach preset times;When the occurrence number reaches preset times, by the pass Keyword is matched with the creative content.
Alternatively, the method for aforesaid matching keywords and creative content, by the key word and the wound Meaning content is matched, including:According to the creative content, the index list of the creative content is generated; Wherein, including at least a key word for representing the creative content in the index list, and with the wound The corresponding character number of key word and/or the part-of-speech information in the creative content of meaning content;When the pass When key word in keyword and the index list matches, the key word is entered with the creative content Row matching.
Alternatively, the method for aforesaid matching keywords and creative content, by the key word and the wound Meaning content is matched, including:Judge with the presence or absence of at least one word in the creative content, itself and institute State at least one of each word word and there is identical linguistic context;When there is identical linguistic context, by the key word Matched with the creative content.
According to another aspect of the present invention, the device of a kind of matching keywords and creative content is additionally provided, Including:First judge module, for judging it is default whether each word included in the key word occurs in Creative content in;Characteristic extracting module, for when described each word is occurred in the creative content, Feature of each word in the creative content described in extracting;Second judge module, it is described each for judging Whether feature of the individual word in the creative content is matched with default feature;Matching module, for when Timing, the key word is matched with the creative content.
Alternatively, the device of aforesaid matching keywords and creative content, the characteristic extracting module are obtained Positional information of described each word in creative content, and according to the positional information, it is determined that it is described each The distance between word.
Alternatively, the device of aforesaid matching keywords and creative content, the matching module are used to judge Whether occurrence number of at least one of each word word in the creative content reaches preset times, And when the occurrence number reaches preset times, the key word is matched with the creative content.
Alternatively, the device of aforesaid matching keywords and creative content, the matching module are used for basis The creative content, generates the index list of the creative content;Wherein, in the index list at least Comprising a key word for representing the creative content, and character corresponding with the key word of the creative content Number and/or the part-of-speech information in the creative content;Pass in the key word with the index list When keyword matches, the key word is matched with the creative content.
Alternatively, the device of aforesaid matching keywords and creative content, the matching module judges described Whether there is at least one word in creative content, at least one of which is with each word, and that word has is identical Linguistic context, and when there is identical linguistic context, the key word is matched with the creative content.
According to above technical scheme, the matching keywords of the present invention are with the method and apparatus of creative content at least With advantages below:
Technology according to the present invention scheme, except whether the word in analysis of key word is occurred in creative content, The word in key word is also further calculated in the feature of creative content, can be analyzed based on this feature Judge, then obtain that there is between the creative content in matching result and key word higher matching degree.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the skill of the present invention Art means, and being practiced according to the content of description, and in order to allow, the present invention's is above and other Objects, features and advantages can become apparent, below especially exemplified by the specific embodiment of the present invention.
Description of the drawings
By the detailed description for reading hereafter preferred implementation, various other advantages and benefit are for this Field those of ordinary skill will be clear from understanding.Accompanying drawing is only used for the purpose for illustrating preferred implementation, And it is not considered as limitation of the present invention.And in whole accompanying drawing, be denoted by the same reference numerals Identical part.In the accompanying drawings:
Fig. 1 shows matching keywords according to an embodiment of the invention with the method for creative content Flow chart;
Fig. 2 shows matching keywords according to an embodiment of the invention with the method for creative content Flow chart;
Fig. 3 shows matching keywords according to an embodiment of the invention with the device of creative content Block diagram.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing in accompanying drawing The exemplary embodiment of the disclosure, it being understood, however, that may be realized in various forms the disclosure and not Should be limited by embodiments set forth here.On the contrary, there is provided these embodiments are able to more thoroughly Understand the disclosure, and the scope of the present disclosure complete can be conveyed to those skilled in the art.
As shown in figure 1, a kind of matching keywords and creative content are provided in one embodiment of the present of invention Method, including:
Whether step 110, each word included in judging key word are occurred in default creative content.
In the present embodiment, the mode to extracting word from key word is not limited, for example, can be based on Existing participle technique is realizing.
Step 120, when each word is occurred in creative content, extracts spy of each word in creative content Levy.
Wherein, the feature of each word can reflect the matching degree of key word and creative content.
In the present embodiment, the type of feature is not limited, below citing is illustrated:
Step 120 includes:Obtain positional information of each word in creative content;According to positional information, Determine the distance between each word.In the present embodiment, a kind of embodiment of the distance of each word can be each Character quantity between word, therefore can pass through to count between the first word and the second word in creative content Character, according to the character quantity between the first word and the second word, calculates the distance of the first word and the second word.
Can be matched in intention to be matched with distance to a declared goal between each word between key word. For example:Key word " fine " is 4 with the distance of creative content " the beautiful life of flower is fine ", it is intended that Spacing parameter is 4, then the match is successful.In the case where key word is multiple words (or word, more than two), Distances different between each word can also be specified.For example:" Flos Rosae Rugosae " can specify " rose " and There can be the distance of 4 characters between " rare ", and can be with 7 characters between " rare " and " flower " Distance.
In addition, can also be to the predetermined word that includes in the character between the first word and the second word in step 120 Symbol is filtered.In the present embodiment, it is possible to specify interval character to be filtered:Be exactly specify away from From rear, may also provide parameter and specify which character, Chinese character, numeral is that calculating is not used in computed range 's.For example:The corresponding creative content of key word " life " " existence is easy to, excellent difficulty living ", Filtering characters can be preset, " very " therein, ", " two characters, then " life ", " work " is filtered out Between at intervals of 3 characters.
Feature of each word in creative content can also be at least one of each word word in creative content In index position.In the present embodiment, it is intended that, during matching, key word is at least for key word The ad-hoc location of the specified creative content that one word must occur, for example, it is intended that it is necessary that key word terminates word Occur in the position of all words appearance in the ad-hoc location of given content, or designated key word.For example:Close Keyword " happy ", correspondence creative content " this personal character is optimistic, so in high mood daily ", refers to Determine "ON", the location parameter of " heart " is 6,12, then the match is successful.
Step 130, judges whether feature of each word in creative content is matched with default feature.
Step 140, upon a match, key word is matched with creative content.
Additionally, the index mesh of the creative content according to the creative content, can be generated in step 140 Record;Wherein, including at least a key word for representing the creative content in the index list, and with The corresponding character number of key word of the creative content and/or the part-of-speech information in the creative content;Work as institute When stating the key word in key word and the index list and matching, by the key word and the intention Appearance is matched.It should be noted that same creative content can be different according to different application environment generation Index list, does not do any restriction to this present invention.
For example, creative content " this personal character is optimistic, so in high mood daily ", can generate therewith Corresponding index list is as shown in following table one:
Table one:
Index list number The key of creative content Part-of-speech information Character number
(1) People Noun 2
(2) Personality Noun 4
(3) It is optimistic Adjective 4
(4) It is happy daily Determiner+noun 8
(5) Mood Modal 4
Wherein, the part-of-speech information of indication of the present invention can be arranged accordingly according to different application environment, It is not limited to the existing part of speech to word to limit to this present invention.
When receiving key word for " mood ", and it is default should " mood " for modal when, can be first The character number of the key word is calculated, the such as character number of " mood " is 4;Then, examine in Table 1 Rope character number is the key word of the creative content corresponding to 4, as shown in Table 1 corresponding index list number There are (2), (3), (5);It is possible to further from index list number (2), (3), (5) Corresponding part-of-speech information judges the part-of-speech information corresponding to received key word " mood ", wherein, Part-of-speech information corresponding to index list numbering (5) is modal, therefore can obtain index list numbering (5) key " mood " of the creative content corresponding to is matched for " mood " with received key word.
If it should be noted that when judging that part-of-speech information is mismatched, can determine that the institute receives The scene applied of key word non-present creative content.
According to the technical scheme of the present embodiment, except whether the word in analysis of key word occurs in creative content In, each word of key word is also further calculated in the feature of creative content, can be entered based on this feature Row analysis judges, then obtains between the creative content in matching result and key word with higher matching degree.
As shown in Fig. 2 a kind of matching keywords and creative content are provided in one embodiment of the present of invention Method, including:
Whether step 210, each word included in judging key word are occurred in default creative content.
Step 220, when each word is occurred in creative content, extracts spy of each word in creative content Levy.
Step 230, judges whether feature of each word in creative content is matched with default feature.
Step 240, upon a match, judges that at least one of each word word goes out occurrence in creative content Whether number reaches preset times.In the present embodiment, occurrence number is higher, illustrates in key word and intention The matching degree of appearance is higher.
Step 250, when occurrence number reaches preset times, whether there is at least one in judging creative content Individual word, word has identical linguistic context at least one of with each word for which.
In the present embodiment, in key word during matching with creative content, it is intended that its key word Above or it is middle or occur below some describe the word of situation just the match is successful at last.For example: Key word " Flos Rosae Rugosae ", includes context word in correspondence creative content " that is a beautiful Flos Rosae Rugosae " Language " beautiful ", " Flos Rosae Rugosae " with common linguistic context, then the match is successful with " beauty ", but If creative content is " that is a withered Flos Rosae Rugosae ", it fails to match because " withered " with " Flos Rosae Rugosae " Different matching.The corresponding common linguistic context word of key word can be previously recorded in particular data In storehouse.
Step 260, when there is identical linguistic context, key word is matched with creative content.
As shown in figure 3, a kind of matching keywords and creative content are provided in one embodiment of the present of invention Device, including:
Whether the first judge module 310, each word included in judging key word are occurred in default intention Rong Zhong.In the present embodiment, the mode to extracting word from key word is not limited, for example can be with base Realize in existing participle technique.
Characteristic extracting module 320, when each word is occurred in creative content, extracts each word in intention Feature in appearance.The feature of each word can reflect the matching degree of key word and creative content.In this reality Apply in example, the type of feature is not limited, below citing is illustrated:
Characteristic extracting module 320 obtains positional information of each word in creative content;According to positional information, Determine the distance between each word.
In the present embodiment, a kind of embodiment of the distance of each word can be the character quantity between each word, Therefore can pass through to count the character between the first word and the second word in creative content, according to the first word with Character quantity between second word, calculates the distance of the first word and the second word.
Can be matched in intention to be matched with distance to a declared goal between each word between key word. For example:Key word " fine " is 4 with the distance of creative content " the beautiful life of flower is fine ", it is intended that Spacing parameter is 4, then the match is successful.In the case where key word is multiple words (or word, more than two), Distances different between each word can also be specified.For example:" Flos Rosae Rugosae " can specify " rose " and There can be the distance of 4 characters between " rare ", and can be with 7 characters between " rare " and " flower " Distance.
Further, characteristic extracting module 320 is also to including in the character between the first word and the second word Preset characters are filtered.
In the present embodiment, it is possible to specify interval character to be filtered:It is exactly after distance to a declared goal, also It is to be not used in calculating in computed range that parameter can be provided and specify which character, Chinese character, numeral.For example: The corresponding creative content of key word " life " " existence is easy to, excellent difficulty living ", can preset Filter character, filters out " very " therein, ", " two characters, then between " life ", " work " At intervals of 3 characters.
Feature of each word in creative content can also be at least one of each word word in creative content In index position.In the present embodiment, it is intended that, during matching, key word is at least for key word The ad-hoc location of the specified creative content that one word must occur, for example, it is intended that it is necessary that key word terminates word Occur in the position of all words appearance in the ad-hoc location of given content, or designated key word.For example:Close Keyword " happy ", correspondence creative content " this personal character is optimistic, so in high mood daily ", refers to Determine "ON", the location parameter of " heart " is 6,12, then the match is successful.
Second judge module 330, judges feature of each word in creative content and default feature whether phase Match somebody with somebody.
Matching module 340, upon a match, key word is matched with creative content.
Additionally, matching module 340 can be with according to the creative content, the rope of the generation creative content Draw catalogue;Wherein, including at least a key word for representing the creative content in the index list, And character number corresponding with the key word of the creative content and/or the part-of-speech information in the creative content; When the key word in the key word with the index list matches, by the key word and the wound Meaning content is matched.It should be noted that same creative content can be according to different application environment generation not Same index list, does not do any restriction to this present invention.
For example, creative content " this personal character is optimistic, so in high mood daily ", can generate therewith Corresponding index list is as shown in following table one:
Table one:
Index list number The key of creative content Part-of-speech information Character number
(1) People Noun 2
(2) Personality Noun 4
(3) It is optimistic Adjective 4
(4) It is happy daily Determiner+noun 8
(5) Mood Modal 4
Wherein, the part-of-speech information of indication of the present invention can be arranged accordingly according to different application environment, It is not limited to the existing part of speech to word to limit to this present invention.
When receiving key word for " mood ", and it is default should " mood " for modal when, can be first The character number of the key word is calculated, the such as character number of " mood " is 4;Then, examine in Table 1 Rope character number is the key word of the creative content corresponding to 4, as shown in Table 1 corresponding index list number There are (2), (3), (5);It is possible to further from index list number (2), (3), (5) Corresponding part-of-speech information judges the part-of-speech information corresponding to received key word " mood ", wherein, Part-of-speech information corresponding to index list numbering (5) is modal, therefore can obtain index list numbering (5) key " mood " of the creative content corresponding to is matched for " mood " with received key word.
If it should be noted that when judging that part-of-speech information is mismatched, can determine that the institute receives The scene applied of key word non-present creative content.
According to the technical scheme of the present embodiment, except whether the word in analysis of key word occurs in creative content In, each word of key word is also further calculated in the feature of creative content, can be entered based on this feature Row analysis judges, then obtains between the creative content in matching result and key word with higher matching degree.
The device of a kind of matching keywords and creative content is provided in one embodiment of the present of invention, including:
Whether the first judge module 310, each word included in judging key word are occurred in default intention Rong Zhong.
Characteristic extracting module 320, when each word is occurred in creative content, extracts each word in intention Feature in appearance.
Second judge module 330, judges feature of each word in creative content and default feature whether phase Match somebody with somebody.
Matching module 340, upon a match, judges at least one of each word word going out in creative content Whether occurrence number reaches preset times.
In the present embodiment, occurrence number is higher, illustrates that key word is higher with the matching degree of creative content.
Matching module 340, when occurrence number reaches preset times, whether there is extremely in judging creative content A few word, word has identical linguistic context at least one of with each word for which.
In the present embodiment, in key word during matching with creative content, it is intended that its key word Above or it is middle or occur below some describe the word of situation just the match is successful at last.For example: Key word " Flos Rosae Rugosae ", includes context word in correspondence creative content " that is a beautiful Flos Rosae Rugosae " Language " beautiful ", " Flos Rosae Rugosae " with common linguistic context, then the match is successful with " beauty ", but If creative content is " that is a withered Flos Rosae Rugosae ", it fails to match because " withered " with " Flos Rosae Rugosae " Different matching.The corresponding common linguistic context word of key word can be previously recorded in particular data In storehouse.
Matching module 340, when there is identical linguistic context, key word is matched with creative content.
Algorithm and display are solid with any certain computer, virtual system or miscellaneous equipment provided herein There is correlation.Various general-purpose systems can also be used together based on teaching in this.As described above, It is obvious to construct the structure required by this kind of system.Additionally, the present invention be also not for it is any specific Programming language.It is understood that, it is possible to use various programming languages realize the content of invention described herein, And the description done to language-specific above is for the preferred forms for disclosing the present invention.
In description mentioned herein, a large amount of details are illustrated.It is to be appreciated, however, that this Bright embodiment can be put into practice in the case where not having these details.In some instances, not in detail Known method, structure and technology are carefully shown, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure helping understand one in each inventive aspect or It is multiple, above to the present invention exemplary embodiment description in, the present invention each feature sometimes by It is grouped in single embodiment, figure or descriptions thereof together.However, should not be by the disclosure Method is construed to reflect following intention:I.e. the present invention for required protection requires ratio in each claim The more features of feature being expressly recited.More precisely, as the following claims reflect Like that, inventive aspect is less than all features of single embodiment disclosed above.Therefore, it then follows tool Thus claims of body embodiment are expressly incorporated in the specific embodiment, and wherein each right will Seek separate embodiments all as the present invention itself.
Those skilled in the art are appreciated that can be carried out to the module in the equipment in embodiment certainly Adaptively change and they are arranged in one or more different from embodiment equipment.Can be with Module or unit or component in embodiment is combined into a module or unit or component, and in addition may be used To be divided into multiple submodule or subelement or sub-component.Except such feature and/or process or Outside at least some in unit is excluded each other, (companion can be included to this specification using any combinations With claim, summary and accompanying drawing) disclosed in all features and so disclosed any method or All processes of person's equipment or unit are combined.Unless expressly stated otherwise, this specification (includes companion With claim, summary and accompanying drawing) disclosed in each feature can it is identical by offers, be equal to or phase Replace like the alternative features of purpose.
Although additionally, it will be appreciated by those of skill in the art that some embodiments described herein include other Some included features rather than further feature in embodiment, but the combination of the feature of different embodiments Mean to be within the scope of the present invention and formed different embodiments.For example, in following right In claim, embodiment required for protection one of arbitrarily can in any combination mode using.
The all parts embodiment of the present invention can be realized with hardware, or with one or more processor The software module of upper operation is realized, or is realized with combinations thereof.Those skilled in the art should manage Solution, can be realized according to this using microprocessor or digital signal processor (DSP) in practice Some or all parts in the matching keywords of bright embodiment and the device of creative content some or Repertoire.The present invention is also implemented as performing a part for method as described herein or complete The equipment or program of device (for example, computer program and computer program) in portion.Such reality The program of the existing present invention can be stored on a computer-readable medium, or can have one or more The form of signal.Such signal can be downloaded from internet website and be obtained, or on carrier signal There is provided, or provided with any other form.
It should be noted that above-described embodiment the present invention will be described rather than limits the invention, and And those skilled in the art can design replacement enforcement without departing from the scope of the appended claims Example.In the claims, any reference markss between bracket should not be configured to claim Restriction.Word "comprising" does not exclude the presence of element not listed in the claims or step.Positioned at unit Word "a" or "an" before part does not exclude the presence of multiple such elements.The present invention can be borrowed Help to include the hardware of some different elements and by means of properly programmed computer realizing.In row If having lifted in the unit claim of equipment for drying, several in these devices can be by same hard Part item is embodying.The use of word first, second, and third does not indicate that any order.Can These words are construed to into title.

Claims (10)

1. a kind of method of matching keywords and creative content, it is characterised in that include:
Whether each word included in judging the key word is occurred in default creative content;
When described each word is occurred in the creative content, described in extraction, each word is in the intention Feature in appearance;
Whether feature of each word in the creative content described in judging is matched with default feature;
Upon a match, the key word is matched with the creative content.
2. the method for matching keywords according to claim 1 and creative content, it is characterised in that Feature of each word in the creative content described in extracting, including:
Positional information of each word in creative content described in obtaining;
According to the positional information, it is determined that the distance between described each word.
3. the method for matching keywords according to claim 1 and creative content, it is characterised in that The key word is matched with the creative content, including:
Described in judging, whether at least one of each word occurrence number of the word in the creative content reaches Preset times;
When the occurrence number reaches preset times, the key word and the creative content are carried out Match somebody with somebody.
4. the method for matching keywords according to claim 1 and creative content, it is characterised in that The key word is matched with the creative content, including:
According to the creative content, the index list of the creative content is generated;Wherein, the index mesh Including at least a key word for representing the creative content in record, and the key word pair with the creative content The character number answered and/or the part-of-speech information in the creative content;
When the key word in the key word with the index list matches, by the key word and institute State creative content to be matched.
5. the method for matching keywords according to any one of claim 1 to 4 and creative content, Characterized in that, the key word is matched with the creative content, including:
Judge in the creative content with the presence or absence of at least one word, its with described each word at least one Individual word has identical linguistic context;
When there is identical linguistic context, the key word is matched with the creative content.
6. the device of a kind of matching keywords and creative content, it is characterised in that include:
First judge module, for judging it is default whether each word included in the key word occurs in In creative content;
Characteristic extracting module, for when described each word is occurred in the creative content, extracting described Feature of each word in the creative content;
Second judge module, for judging the feature of each word in the creative content and default spy Levy and whether match;
Matching module, for upon a match, the key word being matched with the creative content.
7. the device of matching keywords according to claim 6 and creative content, it is characterised in that
The characteristic extracting module, for obtaining the positional information of each word in creative content, and According to the positional information, it is determined that the distance between described each word.
8. the device of matching keywords according to claim 6 and creative content, it is characterised in that
The matching module, for judging at least one of each word word in the creative content Occurrence number whether reach preset times, and when the occurrence number reaches preset times, will be described Key word is matched with the creative content.
9. the device of matching keywords according to claim 6 and creative content, it is characterised in that The matching module, for according to the creative content, generating the index list of the creative content;Its In, including at least a key word for representing the creative content in the index list, and with the intention The corresponding character number of key word of content and/or the part-of-speech information in the creative content;
When the key word in the key word with the index list matches, by the key word and institute State creative content to be matched.
10. the device of the matching keywords according to any one of claim 6 to 9 and creative content, Characterized in that,
The matching module, for judging in the creative content with the presence or absence of at least one word, itself and institute State at least one of each word word and there is identical linguistic context, and when there is identical linguistic context, by the key Word is matched with the creative content.
CN201510595584.6A 2015-09-17 2015-09-17 Method and device for matching keywords with creative content Active CN106547757B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510595584.6A CN106547757B (en) 2015-09-17 2015-09-17 Method and device for matching keywords with creative content

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510595584.6A CN106547757B (en) 2015-09-17 2015-09-17 Method and device for matching keywords with creative content

Publications (2)

Publication Number Publication Date
CN106547757A true CN106547757A (en) 2017-03-29
CN106547757B CN106547757B (en) 2021-05-28

Family

ID=58362898

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510595584.6A Active CN106547757B (en) 2015-09-17 2015-09-17 Method and device for matching keywords with creative content

Country Status (1)

Country Link
CN (1) CN106547757B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112100216A (en) * 2020-09-17 2020-12-18 中国建设银行股份有限公司 Creative keyword processing method and device

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010125463A1 (en) * 2009-04-27 2010-11-04 Alibaba Group Holding Limited Method and apparatus for identifying synonyms and using synonyms to search
US20110078127A1 (en) * 2009-09-27 2011-03-31 Alibaba Group Holding Limited Searching for information based on generic attributes of the query
CN103235773A (en) * 2013-04-26 2013-08-07 百度在线网络技术(北京)有限公司 Method and device for extracting text labels based on keywords
CN103942189A (en) * 2014-03-19 2014-07-23 百度在线网络技术(北京)有限公司 Method and device for determining keywords of compositions
CN104462279A (en) * 2014-11-26 2015-03-25 北京国双科技有限公司 Method and device for acquiring feature information of analysis object

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2010125463A1 (en) * 2009-04-27 2010-11-04 Alibaba Group Holding Limited Method and apparatus for identifying synonyms and using synonyms to search
US20110078127A1 (en) * 2009-09-27 2011-03-31 Alibaba Group Holding Limited Searching for information based on generic attributes of the query
CN103235773A (en) * 2013-04-26 2013-08-07 百度在线网络技术(北京)有限公司 Method and device for extracting text labels based on keywords
CN103942189A (en) * 2014-03-19 2014-07-23 百度在线网络技术(北京)有限公司 Method and device for determining keywords of compositions
CN104462279A (en) * 2014-11-26 2015-03-25 北京国双科技有限公司 Method and device for acquiring feature information of analysis object

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
尚楚涵: "互联网舆情信息挖掘技术研究与实现", 《中国优秀硕士学位论文全文数据库》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112100216A (en) * 2020-09-17 2020-12-18 中国建设银行股份有限公司 Creative keyword processing method and device

Also Published As

Publication number Publication date
CN106547757B (en) 2021-05-28

Similar Documents

Publication Publication Date Title
CN103177204B (en) Password information tip method and device
WO2004072757A3 (en) Text and attribute searches of data stores that include business object
EP1679617A3 (en) Method for automatically performing conceptual highlighting in electronic text
CN103617213B (en) Method and system for identifying newspage attributive characters
CN103559313B (en) Searching method and device
CN107368582A (en) A kind of SQL statement detection method and system
CN104142831B (en) Application program searching method and device
CN106815000A (en) A kind of code generating method and device
JP2004192398A (en) Information processor and information processing method, and information processing program
CN110427453A (en) Similarity calculating method, device, computer equipment and the storage medium of data
CN108536676B (en) Data processing method and device, electronic equipment and storage medium
CN109615009A (en) A kind of learning Content recommended method and electronic equipment
CN102722477B (en) Method and device for generating a similar meaning term list and search method and device using the similar meaning term list
JP2015135637A (en) Similarity search program, device, and method for deriving similarity between sentences having story
CN106202050B (en) Theme information acquisition method and device and electronic equipment
CN109558538B (en) Input association word construction method and device, storage medium and electronic equipment
Ellis et al. Quantifying Lexical Novelty in Song Lyrics.
De Smet The root of ruthless: Individual variation as a window on mental representation
CN105677891B (en) A kind of file naming method, device and terminal
CN106547757A (en) The method and apparatus of matching keywords and creative content
CN105786871B (en) Question and answer class search result rendering method and device based on search term
CN108549631A (en) Noun dictionary extracting method, electronic device and computer readable storage medium
CN104866547B (en) A kind of filter method for combined characters class keywords
CN108415959B (en) Text classification method and device
CN110909247A (en) Text information pushing method, electronic equipment and computer storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CB02 Change of applicant information
CB02 Change of applicant information

Address after: 100083 No. 401, 4th Floor, Haitai Building, 229 North Fourth Ring Road, Haidian District, Beijing

Applicant after: Beijing Guoshuang Technology Co.,Ltd.

Address before: 100086 Cuigong Hotel, 76 Zhichun Road, Shuangyushu District, Haidian District, Beijing

Applicant before: Beijing Guoshuang Technology Co.,Ltd.

GR01 Patent grant
GR01 Patent grant