CN107291797A - A kind of information search method based on content of pages - Google Patents
A kind of information search method based on content of pages Download PDFInfo
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- CN107291797A CN107291797A CN201710318596.3A CN201710318596A CN107291797A CN 107291797 A CN107291797 A CN 107291797A CN 201710318596 A CN201710318596 A CN 201710318596A CN 107291797 A CN107291797 A CN 107291797A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/954—Navigation, e.g. using categorised browsing
Abstract
The invention provides a kind of information search method based on content of pages, including:First contact of the user on the first ad-hoc location is detected on the current page that user browses;If detecting first contact, stopping browses the current page and switches the current page to searched page;And, the second search information that contacts and according to described second contact reception user input of the user on the second ad-hoc location is detected on the searched page.The present invention searches for information smoothly to search for information desired by user needed for can effectively receiving user based on content of pages.
Description
Technical field
The present invention relates to mobile internet technical field, more particularly to a kind of information search method based on content of pages.
Background technology
With the development of mobile Internet, mobile phone news client increasingly becomes the main matchmaker that numerous netizens obtain information
It is situated between.When news is read, user is often because to some personage, mechanism or other backgrounding information not enough understand and needed
Search for more relevant informations.Such as, user is reading news《Carefree group has agreed to sell soil, Sa De deployment speed-raisings》
When, to " carefree group " and " Sa De " background and it may not know about, it is necessary to which searching for related background information could understand newly completely
The content of news.Compared with PC because mobile phone screen it is limited and processing multitask experience it is not good, user exits the news content page
The interaction for scanning for and current article being returned to after search terminates is comparatively laborious, and Consumer's Experience is not good.It is existing for this problem
There is technology to be solved using following three kinds of technical schemes:
The first scheme is to automatically identify user in article to be likely to require the word that understands more background informations and highlighted
Out.User can click directly on highlighted word when reading news and jump to the searched page of this word, search for after terminating again
Article position before returning to, does not influence to continue to read;
Second scheme is to add label to article, such as above-mentioned news, column label under being shown at article end:
" carefree group " " Sa De " " Korea peninsula ";User can click directly on label and jump to the page of label related news, clear
The article end look at before being returned to after terminating;
The third scheme is that some related articles are shown at article end, and user, which can click on, reads these related articles
One is done to backgrounding more fully to understand.
Prior art helps three kinds of schemes of user's understanding backgrounding information are each to have some shortcomings by oneself, such as, the first
The problem of scheme, is that Accurate Prediction user may want that the keyword understood is relatively difficult, if too many word is highlighted, compares
The normal reading experience of user is influenceed, if it is highlighted that the high word progress of probability is only clicked on to prediction user, it is likely that omit and use
Really want the word understood in family, it is impossible to user is searched for necessary backgrounding.In addition, if user wants the relevant information understood not
It can be represented by single word, such as " Sa De effective range ", the method for highlighted word is with regard to helpless.Second scheme uses text
The scheme of last label can then be limited by page space, and the label typically shown will not be more than five, success prediction user profile
The probability of demand is smaller, user can not be scanned for inquiry to the news information for wanting to understand.The third scheme uses related text
Chapter carries out the limitation that equally there is article quantity to show for background introduction to news, and page space is limited to cause the quantity of background article
Can not be too many, it is possible to the real information requirement of user can not be covered.
The content of the invention
The technical problem that technical solution of the present invention is solved is:Search needed for how effectively receiving user based on content of pages
Information.
In order to solve the above-mentioned technical problem, technical solution of the present invention provides a kind of information search side based on content of pages
Method, including:
First contact of the user on the first ad-hoc location is detected on the current page that user browses;
If detecting first contact, stopping browses the current page and switches the current page to search page
Face;
On the searched page detect user on the second ad-hoc location second contact and according to described second contact
Receive the search information of user's input.
Optionally, the current page is news pages.
Optionally, the current page includes:Word segment and the first search box part, first ad-hoc location is institute
State the position of the first search box of current page part.
Optionally, first contact and the second contact are effectively contact.
Optionally, the searched page includes:Recommend search term part and the second search box part, second certain bits
It is set to the searched page and each recommends the position of search term part and the position of the second search box part.
Optionally, if second ad-hoc location is the position that the searched page each recommends search term part, connect
The search information of user's input of receipts is recommendation search word information;If second ad-hoc location is the position of the second search box part
Put, the search information of the user's input received is the text information that user is inputted by character input method.
Optionally, described information searching method also includes:
Pushed away according to the line position for the word segment that the word segment of the current page and user's stopping are browsed puts generation
Recommend search term.
Optionally, the word segment position that user's stopping is browsed is the middle line position of the current page word segment
Put.
Optionally, the word segment position for stopping browsing according to the word segment of the current page and user is generated
The recommendation search term includes:
Gather all vocabulary of article involved by the current page word segment and record row of all vocabulary in article
Position;
Calculate the vocabulary and the user stop between the position of word segment that browsing in the ranks apart from D (W, P), its
In, line position where W is the vocabulary is put, and P is that the line position for the word segment that user stopping is browsed is put;
If article in the ranks involved vocabulary, D after the vocabulary is put for the end line position of the current page word segment
(W, P) is in the ranks apart from maximum Dmax;Otherwise, D (W, P) is that the character portion that the vocabulary stops browsing with the user divides it
Between minimum line space from;
The importance S (W) of the vocabulary is calculated based on keyword abstraction model, and the vocabulary is entered based on such as drag
Row is evaluated:
R (W)=S (W)/InD (W, P);
Wherein, R is the scoring of the vocabulary W;
Some vocabulary for obtaining highest scoring based on vocabulary scoring are used as the recommendation search term.
Optionally, the keyword abstraction model is GBDT models.
Optionally, described information searching method also includes:
The search information inputted according to user is scanned on the searched page;
If user is received on searched page returns to instruction, switch the searched page to the current page.
The beneficial effect of technical solution of the present invention at least includes:
Technical solution of the present invention switches to searched page by being set on browsing pages (current page browsed)
Entrance, browsing pages so as to connect browsing pages and searched page, can be switched to after specific first contact of user's input and searched
The rope page, the searched page can form search information according to specific second contact of user's input, and the content of the search information can
To be that the word for stopping browsing pages according to user pays no attention to the recommendation word of production, or the search term that user directly inputs.This
Inventive technique scheme can effectively receive search information needed for user based on content of pages, and do not interfere with current page after
It is continuous to read, optimize the fluency of user's browsing pages, even and if simplify page search generation process.
Technical solution of the present invention make use of user to stop the position of current page and the word content of current page browsed,
This information for the page location for stopping browsing using user, the search information that Accurate Estimation user may be interested, so as to enter
Row is recommended, and must at utmost improve the accurate recommendation that user searches for information, further realizes that user searches for effective reception of information.
Technical solution of the present invention can scan for the switching of the page at any time when user reads news, and combine user's stopping
The further accurate search information that may need of prediction user of the page location browsed, can Accurate Prediction user believe for search
The demand of breath, moreover, realizes in the case of technical solution of the present invention search information also unpredictable to system and is based on user
Input information scan for the generation of word so that realize user search whole validity.
Brief description of the drawings
A kind of schematic flow sheet for information search method based on content of pages that Fig. 1 provides for technical solution of the present invention;
The structural representation for user's browsing pages that Fig. 2 provides for technical solution of the present invention;
A kind of structural representation for search interface that Fig. 3 provides for technical solution of the present invention;
The structural representation for another search interface that Fig. 4 provides for technical solution of the present invention;
The flow signal for another information search method based on content of pages that Fig. 5 provides for technical solution of the present invention
Figure;
A kind of algorithm schematic diagram for recommendation search term that Fig. 6 provides for technical solution of the present invention;
A kind of application examples schematic diagram for searched page that Fig. 7 provides for technical solution of the present invention;
The application examples schematic diagram for another searched page that Fig. 8 provides for technical solution of the present invention;
The flow signal for another information search method based on content of pages that Fig. 9 provides for technical solution of the present invention
Figure.
Embodiment
The invention thinking of technical solution of the present invention be included in set on user's browsing pages a searched page enter lairage or
Into menu, as long as user wants to carry out the search of the background knowledge about content of pages in browsing pages, you can clicking on should
Enter lairage or enter menu, although can be designed due to entering lairage or entering the form of menu according to different application scene,
But it belongs to developer according to involved by the ad-hoc location of the browsing pages on browsing pages, so that user contacts or clicks on
Into entering lairage or enter searched page corresponding to menu, when recommending system according to user's browsing pages on the searched page
Search column is additionally provided with the recommendation word for stopping the content of the position and browsing pages browsed and setting, the searched page, user
It can contact or click on above-mentioned recommendation word and be directly based upon the inquiry that the recommendation word scans for information, can also be directly in search column
Upper contact or click, directly to input the search information of other desired inquiries of user according to system input method.
Based on foregoing invention thinking, and Fig. 1 is combined, be that one kind that technical solution of the present invention is proposed first is based on content of pages
Information search method, this method is set forth to the overall step of technical solution of the present invention, specifically includes following steps:
Step S100, detects first contact of the user on the first ad-hoc location on the current page that user browses;
Step S101, if detecting first contact, stopping browses the current page and switches the current page
Face is to searched page;
Step S102, on the searched page detect user on the second ad-hoc location second contact and according to described
Second contact receives the search information of user's input.
According to step S100, the current page can be plurality of application scenes according to the difference of the application field of developer
The page, the page typically contains word content, can be news pages, the paper page, picture and text page etc..The page is based on hand
Generator terminal can be the mobile phone page of certain client, if can be the Webpage of certain application end, the page based on tablet personal computer
Application apparatus and application scenarios can be diversified, technical solution of the present invention application apparatus not to the page or should
Limited with scene.
According to the invention thinking of technical solution of the present invention, the structure of the page includes the text of the page described in technical solution of the present invention
Character segment and search box part, with reference to Fig. 2.The word segment be generally user read, the key content that browses, and described search
Rope frame part is entering lairage or enter menu on first ad-hoc location, for current touch-screen, when this is touched
Touch screen and detect on first ad-hoc location and there is effectively contact, i.e., described first contact, then the search box part is touched
Send out and the page of transferring is to searched page.Position of the search box on the page is not limited by shown in Fig. 2, and it can be the page
On optional position.
It should be noted that according to the spirit of technical solution of the present invention invention thinking, described in the technical solution of the present invention
Contact is effective contact, it is described enter lairage or enter menu design form can be arbitrary, the contact simply means to set
Standby interactive mode between screen and user, touch-screen, then described to contact as user's finger or other human body parts and touch in this way
Effective touch between screen is touched, in this way non-touch screen, then the contact can be click (the such as mouse or hand of screen page
Refer to), can with it is conjectured that, such as interactive mode between future device and user has other modes in addition to touching, clicking on, then
The so-called contact of technical solution of the present invention can also be considered as.
According to the step S101 of technical solution of the present invention, the operating procedure presence that the stopping browses the current page stops
At the time point only browsed, the time point is with detecting first time that contacts of the user on the first ad-hoc location in step S100
Point is consistent, i.e., ought detect first contact and be considered as the current page for having got and having stopped browsing.Now, equipment is also
Current page is switched to searched page as shown in Figure 3.
According to the step S102 of technical solution of the present invention, and Fig. 3 is combined, the searched page includes:Recommend search term portion
Divide and the second search box part, wherein recommend search term part to set one or more the need for being set according to developer,
The setting of the search box part can be the input menu or input field of search term, and the form of its graphical interfaces designed can be with
It is not limited.Second ad-hoc location is position and the second search frame portion that the searched page each recommends search term part
The position divided.But unlike:
If second ad-hoc location is the position that the searched page each recommends search term part, the user received
The search information of input is recommendation search word information;
If second ad-hoc location is the position of the second search box part, the search information of the user's input received is
The text information that user is inputted by character input method.
According to the invention thinking of technical solution of the present invention, the different implications of the above-mentioned ad-hoc location of setting second, described second
The validation of information scheme of contact is different:
It is the position that the searched page each recommends search term part for the second ad-hoc location, user is directly according to it
Need to touch or click on the position for recommending search term part, its search term set is touch or actually carried out after clicking on
Inquiry, the keyword of search;
For the position that the second ad-hoc location is the second search box part, user triggers system default if after clicking on
Input method, user can scan for the input of keyword as needed, be usually to recommend search term not to be that user thinks described
During the keyword to be searched for, what user just selected.
The above based on technical solution of the present invention, a kind of change case given below, the current page that wherein user browses
Face is the mobile phone page, and user browses and be provided that the news details page shown in certain news client in mobile phone application,
Page which provides a kind of search entrance for searching for content.Specifically, a kind of information search method based on content of pages, including
Following steps:
Step S200, when user's news item details page any into news client, the page provides interior
Hold search entrance;
Some backgrounding information are wanted to know about in step S201, user's reading process, search entrance icon is clicked on immediately;
Step S202, ejects search box in current page after click and word is recommended in search;
Step S203, the search of system demonstration recommends word to consider the position that user reads, and stops what is reading in user
The word occurred near position can preferential recommendation;
Step S204, if recommending word to describe the information requirement of user, user, which clicks directly on, checks related content;
Step S205, if recommending word can not describe the information requirement of user, user directly inputs the content for oneself wanting to search;
Step S206, has browsed user after related background information and has carried out returning to the position for operating and returning to and reading just now.
Supplement is also needed to according to examples detailed above, can also be in search in an example of technical solution of the present invention
Page setup the 3rd ad-hoc location as shown in Figure 4, system can reset recommendation according to the contact on the 3rd ad-hoc location
Search term on search term position, so that user continues to select to recommend word.If the default recommendation word that system is set in searched page
When not being easily selected by a user, it can be contacted according to user the on the 3rd ad-hoc location the 3rd, arrange second spy again
Position the search put and recommend word.3rd ad-hoc location can be that the menu symbol that a mark continues to recommend can also be it
He has the graphical interfaces of mark action.The 3rd ad-hoc location shown such as Fig. 4 is the interface identification of " other recommend word ".
According to the invention thinking of technical solution of the present invention, a kind of information search method based on content of pages as shown in Figure 5,
In addition to including step S100 to S102, in addition to:
Step S300, the line position for the word segment for stopping browsing according to the word segment of the current page and user puts life
Into the recommendation search term.
Embodiment illustrated in fig. 5 gives a kind of algorithm of recommendation search term.
According to step S300, the user stops the word segment position browsed in the current page word segment
Between line position be set to good other setting positions but it is also possible to be current page word segment, as long as that is, system can make a reservation for one fit
With the precalculated position of technical solution of the present invention current page.
More specifically, the word segment position for stopping browsing according to the word segment of the current page and user
The generation recommendation search term includes step as shown in Figure 6:
Step S400, gathers all vocabulary of article involved by the current page word segment and records all vocabulary in text
Line position in chapter is put;
Step S401, calculates the distance in the ranks between the position for the word segment that the vocabulary and user stopping are browsed
D (W, P), wherein, line position where W is the vocabulary is put, and P is that the line position for the word segment that user stopping is browsed is put;
Step S402, if article is involved in the ranks after the vocabulary is put for the end line position of the current page word segment
Vocabulary, then D (W, P) is in the ranks apart from maximum Dmax;Otherwise, D (W, P) is the text that the vocabulary is browsed with user stopping
Minimum line space between character segment from;
Step S403, the importance S (W) of the vocabulary is calculated based on keyword abstraction model, and based on such as drag pair
The vocabulary is evaluated:R (W)=S (W)/InD (W, P), wherein, R is the scoring of the vocabulary W;
Step S404, some vocabulary for obtaining highest scoring based on vocabulary scoring are used as the recommendation search term.
According to the invention thinking of technical solution of the present invention, it is existing that technical solution of the present invention recommends the generation of search term to use for reference
There is the generating algorithm of the highlighted word of news in technology, but technical solution of the present invention and general highlighted word need to predict that user can in advance
Can be to the background information difference interested of which word, because in interaction flow proposed by the present invention, when recommending search term
The positional information that user stops the web page contents of reading is also contemplated, technical solution of the present invention is exactly can using this positional information
The background word that more accurately recommended user may be interested.Specifically, with reference to above-mentioned steps S400 to S404, recommending search term
Algorithm implementation process is as follows:
According to step S400, in technical solution of the present invention, during user's triggering details page search, system have recorded user and stop
The current page (being such as a news pages) only browsed, the middle row text of the word segment of the page stops as user
The position P of reading.Such as, if user starts triggering search, show that news owns in the current page of mobile phone screen
The 30th row to the 50th row of content, then the 40th row just stops the position reading as user.
According to step S401, S402, news last column as shown in by current page is denoted as P1, defines institute in article
Have word W and P apart from D (W, P), the value apart from D (W, P) of definition is simultaneously including following condition:
1) do not consider that W appears in the position after P1;
2) apart from the minimum line space that D (W, P) is W and P, if i.e. P is the 40th row, word W successively appears in the 32nd row, the
45 rows, the 49th row, then W and P distance is 5 (appearing in minimum apart from P line spaces when 45 row);
If 3) word W only occurred after P1, then the W and P maximum Dmax apart from D (W, P) to give tacit consent to.
According to step S403, wherein the importance S (W) of the vocabulary W, which is calculated, can borrow highlighted word extraction in the prior art
Method calculates W importance S (W).A kind of common method is, it is considered to which W TF (frequency occurred in article), (W is more by DF
Occurred in few piece article), W attribute (whether W is a name, place name, mechanism name, and ProductName is again without any attribute)
Etc. about vocabulary W, importance feature calculates W importance in article.The specific function that calculates can use machine learning skill
Art is obtained, such as classical GBDT (Gradient Boosting Decision Tree) model.At this moment need to mark number in advance
Hundred articles, being worth the word of highlighted (i.e. with article importance) to be marked in article, so as to provide necessary to model
Training sample.
It can be calculated after above-mentioned training and obtain S (W) models and its model parameter, and acquisition meets having for technical solution of the present invention
Vocabulary W importance functions S (W) is closed, W final score R (W) is calculated as follows:R (W)=S (W)/ln D (W, P).Its meaning
It is that in the case of importance identical, the word nearer apart from P should be more recommended.In the case of identical, importance is high
Word should be recommended.The vocabulary W obtained according to the above results scoring R, can be by the K word of highest that score according to step S404
Converge consequently recommended to user.K values can select 3,5 or other natural numbers as needed.
First application examples based on above-mentioned technical proposal refers to Fig. 7 and Fig. 8, and wherein Fig. 7 and Fig. 8 specifically illustrate one
Individual user obtains the specific embodiment of relevant search information using technical solution of the present invention.Wherein, page word segment x represents non-
Keyword, for the word of omission.
With reference to Fig. 7, user first is reading news《Carefree group has agreed to sell soil, Sa De deployment speed-raisings》When,
Run through and details page search button is clicked after the first screen.According to above-mentioned D (W, P) calculation formula, only user had been observed that
Word be possible to be recommended.Consider S (W) and D (W, P), it is assumed that at most allow to recommend 5 words, current page can be ejected
One is recommended the search term page and recommends following search term:
" carefree group ", " Sa De ", " Tianshan Mountains golf ", " Ministry of National Defence of South Korea ", " 38th Parallel ";
Some other words, although S (W) is very high (importance is higher), are only present in the second screen, (D has not yet been viewed in user
(W, P) can be arranged to a king-sized constant), it is impossible to recommended, such as " Cui Shunshi ", " Li Renyuan ", " Xin Dongbin ".Knot
Fig. 8 is closed, Fig. 8 browsing pages are the page of the next page, i.e. the second screen news of Fig. 7 browsing pages.When user finishes watching the second screen again
When clicking on details page search button, with reference to Fig. 8 searched page, these search terms just can be recommended out.
If user wants the search term description that the background information understood can not be recommended in reading process, user can be with
Query word is directly inputted in search box and the result of news search is checked, such as " Park Geun-hye Sa De relations ".
According to another change case of technical solution of the present invention, as shown in figure 9, a kind of information search based on content of pages
Method, except including step S100 to S102, in addition to:
Step S500, the search information inputted according to user is scanned on the searched page;
Step S501, if user is received on searched page returns to instruction, switches the searched page and works as to described
The preceding page.
According to step S500 to S501, which define system and scan for and return in time after the search information of user is obtained
The step of reduction browsing pages are to continue to read User Page, above-mentioned steps can also combine step S300 and carry out.
The execution sequence of priority is had no between wherein S300 and above-mentioned steps.
Although the present invention is disclosed as above with preferred embodiment, it is not for limiting the present invention, any this area
Technical staff without departing from the spirit and scope of the present invention, may be by the methods and techniques content of the disclosure above to this hair
Bright technical scheme makes possible variation and modification, therefore, every content without departing from technical solution of the present invention, according to the present invention
Any simple modifications, equivalents, and modifications made to above example of technical spirit, belong to technical solution of the present invention
Protection domain.
Claims (11)
1. a kind of information search method based on content of pages, it is characterised in that including:
First contact of the user on the first ad-hoc location is detected on the current page that user browses;
If detecting first contact, stopping browses the current page and switches the current page to searched page;
On the searched page detect user on the second ad-hoc location second contact and according to described second contact receive
The search information of user's input.
2. information search method as claimed in claim 1, it is characterised in that the current page is news pages.
3. information search method as claimed in claim 1, it is characterised in that the current page includes:Word segment and
One search box part, first ad-hoc location is the position of the first search box of current page part.
4. information search method as claimed in claim 1, it is characterised in that first contact and the second contact are effectively to connect
Touch.
5. information search method as claimed in claim 1, it is characterised in that the searched page includes:Recommend search term portion
Point and the second search box part, second ad-hoc location is the position and that the searched page each recommends search term part
The position of two search box parts.
6. information search method as claimed in claim 5, it is characterised in that if second ad-hoc location is the search page
The position of search term part is each recommended in face, and the search information of the user's input received is recommendation search word information;If described
Second ad-hoc location is the position of the second search box part, and the search information of the user's input received is defeated by word for user
Enter the text information of method input.
7. information search method as claimed in claim 5, it is characterised in that also include:
The line position for the word segment for stopping browsing according to the word segment of the current page and user is put the generation recommendation and searched
Rope word.
8. information search method as claimed in claim 7, it is characterised in that the user stops the word segment position browsed
For the center row position of the current page word segment.
9. information search method as claimed in claim 8, it is characterised in that the word segment according to the current page
And the word segment position generation recommendation search term that user stops browsing includes:
Gather all vocabulary of article involved by the current page word segment and record line position of all vocabulary in article and put;
Calculate the vocabulary and the user stop between the position of word segment that browsing in the ranks apart from D (W, P), wherein, W
The line position where the vocabulary is put, and P is that the line position for the word segment that user stopping is browsed is put;
If article in the ranks involved vocabulary, D (W, P) after the vocabulary is put for the end line position of the current page word segment
For in the ranks apart from maximum Dmax;Otherwise, between the word segment that D (W, P) browses for the vocabulary and user stopping
Minimum line space from;
The importance S (W) of the vocabulary is calculated based on keyword abstraction model, and the vocabulary is commented based on such as drag
Valency:
R (W)=S (W)/InD (W, P);
Wherein, R is the scoring of the vocabulary W;
Some vocabulary for obtaining highest scoring based on vocabulary scoring are used as the recommendation search term.
10. information search method as claimed in claim 9, it is characterised in that the keyword abstraction model is GBDT models.
11. information search method as claimed in claim 1, it is characterised in that also include:
The search information inputted according to user is scanned on the searched page;
If user is received on searched page returns to instruction, switch the searched page to the current page.
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110609946A (en) * | 2018-06-14 | 2019-12-24 | 阿里巴巴集团控股有限公司 | Information recommendation method and device |
CN110865734A (en) * | 2019-11-13 | 2020-03-06 | 北京字节跳动网络技术有限公司 | Target object display method and device, electronic equipment and computer readable medium |
WO2020063437A1 (en) * | 2018-09-27 | 2020-04-02 | 北京字节跳动网络技术有限公司 | Keyword recommendation method and apparatus, storage medium, and electronic device |
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