CN109062980A - One kind commenting on approximate social client account recommended method based on sight spot - Google Patents
One kind commenting on approximate social client account recommended method based on sight spot Download PDFInfo
- Publication number
- CN109062980A CN109062980A CN201810704998.1A CN201810704998A CN109062980A CN 109062980 A CN109062980 A CN 109062980A CN 201810704998 A CN201810704998 A CN 201810704998A CN 109062980 A CN109062980 A CN 109062980A
- Authority
- CN
- China
- Prior art keywords
- sight spot
- social client
- service equipment
- social
- comment
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/01—Social networking
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/14—Travel agencies
Landscapes
- Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Engineering & Computer Science (AREA)
- Primary Health Care (AREA)
- Economics (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Health & Medical Sciences (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computing Systems (AREA)
- Information Transfer Between Computers (AREA)
Abstract
The present invention relates to mobile Internet fields, it is open a kind of based on the approximate social client account recommended method of sight spot comment, include: the first social client when detecting that its current location is located in the region at a certain sight spot, prompts that the relevant sight spot first in the sight spot is reported to comment on；It comments on and is reported to service equipment in the relevant sight spot first in the sight spot for detecting input；Service equipment is when the comment of the comparison sight spot first comments on approximate with the relevant sight spot in the sight spot second that the second social client reports, the recommendation information for including at least the corresponding social client account of the second social client is sent to the first social client, so that traveller belonging to the first social client can add the corresponding social client account of the second social client, make friends to complete tourism.Implement the embodiment of the present invention, other travellers with oneself there are approximate view can be quickly found out, there are the efficiency that other travellers of approximate view make friends with oneself for promotion.
Description
Technical field
The present invention relates to mobile Internet fields, more particularly to a kind of sight spot that is based on to comment on approximate social client account
Recommended method.
Background technique
It is traveller to get rid of oneself unmarried life and pursue spiritual relaxation by progress that tourism, which is made friends,
Non-settlement travel and other people process of understanding is made friends with during visit.Usually occur in practice, it has been found that tourism is made friends
In the region at sight spot, and the mode made friends of travelling is usually to first pass through aspectant vival voice between traveller to hand over
Stream can add respective social activity there are when some approximate view (such as to the approximate view at sight spot) between discovery each other
Client account is made friends to complete tourism.
In the mode that above-mentioned tourism is made friends, traveller, which usually requires to take a significant amount of time, to be looked for existing closely with oneself
It makes friends like other travellers of view, can reduce make friends there are other travellers of approximate view with oneself in this way
Efficiency.
Summary of the invention
The embodiment of the invention discloses one kind to comment on approximate social client account recommended method based on sight spot, can be fast
Speed finds other travellers with oneself there are approximate view, and there are other travellers of approximate view to hand over oneself for promotion
The efficiency of friend.
It is wherein, a kind of that approximate social client account recommended method is commented on based on sight spot, which comprises
Whether the current location that the first social client detects first social client is located at the region at a certain sight spot
It is interior；
If the current location of first social client is located in the region at a certain sight spot, first social client
The first prompt information is exported, first prompt information reports the relevant sight spot first in the sight spot to comment on for prompting；
The relevant sight spot first in the sight spot of the first social client detection input is commented on, and on service equipment
The relevant sight spot first in the sight spot is reported to comment on；
The service equipment obtains the relevant sight spot second in the sight spot that each second social client reports and comments on；
The sight spot first is commented on and is compared with the sight spot second comment by the service equipment；
If comparison shows the sight spot first comment and comments on the sight spot second approximate, the service equipment is to described the
One social client sends recommendation information, and the recommendation information includes at least the corresponding social client of second social client
Hold account.
As an alternative embodiment, the service equipment obtains each second social activity in the embodiment of the present invention
It comments at the relevant sight spot second in the sight spot that client reports, comprising:
The service equipment sends the second prompt information to first social client, and second prompt information is used for
Prompt reports search time section；
The service equipment detects the described search that first social client is reported according to second prompt information
Period；
The service equipment using the described search period as foundation, inquire each second social client report it is described
It comments at the relevant sight spot second in sight spot；Wherein, each described second social client reports the relevant sight spot in the sight spot
It calls time within the described search period in two comments.
As an alternative embodiment, the service equipment compares the sight spot first and comments in the embodiment of the present invention
By with the sight spot second comment on it is approximate after and the service equipment to first social client send recommendation information
Before, the method also includes:
The service equipment detects whether the comment of sight spot second is associated with friend-making additional information, the additional letter of making friends
Breath includes at least the interested scenic spot type classified by tourism resource development value of second social client；
If being associated with the friend-making additional information, the service equipment sends the first notice to first social client
Information, first notification information is for the interested scenic spot type of the first social client described in notice reporting；
The service equipment detects the interested scape of the first social client that first social client reports
Area's type, and verify the interested scenic spot type of first social client and second social client is interested presses
Whether the scenic spot type that tourism resource development value is classified matches, if matching, executes described to first social client
The step of sending recommendation information.
As an alternative embodiment, the friend-making additional information further includes described second in the embodiment of the present invention
The interested user's gender of social client and age of user range；The service equipment verifies first social client
Interested scenic spot type and the interested scenic spot type classified by tourism resource development value of second social client
After matching and the service equipment to first social client send recommendation information before, the method also includes:
The service equipment sends the second notification information to first social client, and second notification information is used for
The corresponding social user's gender of first social client described in notice reporting and social age of user；
The service equipment detects the corresponding social activity of first social client that first social client reports
User's gender and social age of user, and whether the corresponding social user's gender of first social client is verified with described the
The interested user's gender of two social clients matches, and the corresponding social user year of verification first social client
Whether age is located within the scope of the interested age of user of the second social client；
If the corresponding social user's gender of first social client and the interested use of the second social client
Family gender matches and the corresponding social age of user of first social client is located at the second social client sense
Within the scope of the age of user of interest, recommendation information is sent to first social client described in the service equipment execution
Step.
As an alternative embodiment, the service equipment comments on the sight spot first in the embodiment of the present invention
It is compared with the sight spot second comment, comprising:
The service equipment is disassembled the sight spot first comment to obtain each candidate sentences；
The service equipment determines the importance scores of each candidate sentences；
The service equipment extracts the target sentences that the importance scores are greater than preset value from each candidate sentences
Key message as the sight spot first comment；
The key message that the service equipment comments on the key message that the sight spot first is commented on the sight spot second
It compares.
As an alternative embodiment, the service equipment comments on the sight spot first in the embodiment of the present invention
It is disassembled to obtain each candidate sentences, comprising:
The service equipment obtains preset text dismantling rule, and it includes branch that the preset text dismantling is regular, funny
Number, fullstop to be disassembled, and pause mark, colon, quotation marks without dismantling；
The service equipment disassembles rule according to the preset text, and the sight spot first comment is disassembled, with
Obtain each candidate sentences；
The service equipment determines the importance scores of each candidate sentences, comprising:
For each candidate sentences in each candidate sentences, if the candidate sentences are Chinese sentence, the clothes
The Chinese sentence is split as several phrases in the way of semantic analysis by equipment of being engaged in；
The service equipment carries out full text traversal to each phrase that fractionation obtains and calculates, and obtain each phrase goes out occurrence
Number；
The service equipment is arranged according to all phrases that the sequence of the frequency of occurrence from high to low obtains fractionation
Sequence, and each phrase assigns corresponding weight according to the frequency of occurrence, and the frequency of occurrence is higher, and the weight is higher；
The service equipment calculates the importance scores of each Chinese sentence, and the importance scores are the middle sentence
Son splits the weights sum of several obtained phrases.
As an alternative embodiment, the social client account recommended method is also wrapped in the embodiment of the present invention
It includes:
If the candidate sentences are webpage link address, the service equipment is opening the webpage link address from the background
Corresponding target webpage；
The service equipment determines the target webpage according to the link in the target webpage, being directed toward the target webpage
Importance scores, the importance scores of the target webpage are the importance scores of the candidate sentences.
As an alternative embodiment, the service equipment determines the target webpage in the embodiment of the present invention
The process of importance scores are as follows:
Wherein, S (Vi) be target webpage importance scores, d is damped coefficient, and In (Vi) is to exist to be directed toward target webpage
Link collections of web pages, out (Vj) it is the collections of web pages that the existing link of link in webpage j is directed toward, out (Vj) take absolutely
Value is the number to indicate element in the collections of web pages, S (Vj) be webpage j importance scores.
As an alternative embodiment, the service equipment comments on the sight spot first in the embodiment of the present invention
The key message commented on the sight spot second of key message compare, comprising:
The service equipment determines the first sentence in the key message that the sight spot first is commented on, and determines the scape
The second sentence in the key message of the second comment of point；Wherein, it overlaps each other between first sentence and second sentence
Phrase quantity it is most；
The service equipment calculates the cosine similarity of first sentence Yu second sentence；
If the cosine similarity is higher than designated value, the service equipment determines the comment of sight spot first and the sight spot
Second comment is approximate.
As an alternative embodiment, in the embodiment of the present invention, the calculating process of the cosine similarity are as follows:
First sentence is split as several phrases by the service equipment, to obtain one group of phrase；
Second sentence is split as several phrases by the service equipment, to obtain another group of phrase；
The service equipment is compared the phrase in two groups of phrases one by one, and if it exists, it is then recorded as 1, if it does not exist,
It is recorded as 0, then to obtain First ray and the second sequence；
The service equipment calculates the cosine similarity between the First ray and second sequence, and as described
Cosine similarity between first sentence and second sentence；
Wherein, the service equipment calculates the cosine similarity between the First ray and second sequence are as follows:
Wherein, ab is integrally added after indicating the element in a sequence and corresponding element multiplication in b sequence, and denominator indicates a sequence
The quadratic sum of all elements is opened and opens radical sign multiplied by the quadratic sum of all elements in b sequence after radical sign in column；Wherein, a sequence indicates
The First ray, b sequence indicate second sequence；
It comments at the relevant sight spot first in the sight spot of the input, comprising:
Operation of the first social client detection to recommending scenery spot comment option input；
First social client responds the operation, exports the comment of several recommending scenery spots；
At least one sight spot that the first social client detection is selected from the comment of several described recommending scenery spots pushes away
It recommends and is combined, commented on the relevant sight spot first in the sight spot as input.
In the embodiment of the present invention, the first social client is detecting its current location (i.e. belonging to the first social client
Traveller current location) be located at a certain sight spot region in when, the first social client can prompt to report the sight spot phase
It comments at the sight spot first of pass；Correspondingly, the first social client can detecte the input of traveller belonging to the first social client
The relevant sight spot first in the sight spot comment on and be reported to service equipment, and each available second social visitor of service equipment
The relevant sight spot second in the sight spot that family end reports is commented on, and is commented on closely comparing the sight spot first comment with the sight spot second
Like when, illustrate to see between traveller belonging to the first social client and traveller belonging to the second social client there are approximate
Method (i.e. to the approximate view at the sight spot), service equipment can send recommendation information, the recommendation to the first social client at this time
Information includes at least the corresponding social client account of the second social client, so that tourism belonging to the first social client
Person can add the corresponding social client account of the second social client, make friends to complete tourism.As it can be seen that implementing the present invention
Embodiment, traveller belonging to the first social client be not necessarily to take a significant amount of time look for oneself there are approximate view its
His traveller makes friends, and can be quickly found out other travellers with oneself there are approximate view, is promoted and is existed closely with oneself
The efficiency made friends like other travellers of view.
In addition, implementing the embodiment of the present invention, traveller belonging to the first social client may be omitted with completing to travel
Aspectant vival voice exchange before friend-making improves traveller's experience so as to avoid embarrassment.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to needed in the embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is disclosed by the embodiments of the present invention a kind of based on the approximate social client account recommended method stream of sight spot comment
Journey schematic diagram；
Fig. 2 is that the method flow that sight spot first disclosed by the embodiments of the present invention comment is compared with the comment of sight spot second shows
It is intended to；
Fig. 3 is disclosed by the embodiments of the present invention another based on the approximate social client account recommended method of sight spot comment
Flow diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that the described embodiment is only a part of the embodiment of the present invention, instead of all the embodiments.Based on this
Embodiment in invention, every other reality obtained by those of ordinary skill in the art without making creative efforts
Example is applied, shall fall within the protection scope of the present invention.
It should be noted that the term " includes " of the embodiment of the present invention and " having " and their any deformation, it is intended that
Be to cover it is non-exclusive include, for example, containing the process, method, system, product or equipment of a series of steps or units not
Those of be necessarily limited to be clearly listed step or unit, but may include be not clearly listed or for these processes, side
The intrinsic other step or units of method, product or equipment.
The embodiment of the invention discloses one kind to comment on approximate social client account recommended method based on sight spot, can be fast
Speed finds other travellers with oneself there are approximate view, and there are other travellers of approximate view to hand over oneself for promotion
The efficiency of friend.Attached drawing is combined below to be described in detail.
Referring to Fig. 1, Fig. 1 is disclosed by the embodiments of the present invention a kind of based on the approximate social client account of sight spot comment
The flow diagram of recommended method.It can be with as shown in Figure 1, approximate social client account recommended method should be commented on based on sight spot
The following steps are included:
101, whether the current location that the first social client detects the first social client is located at the region at a certain sight spot
It is interior；If the current location of the first social client is located in the region at a certain sight spot, step 102- step 106 is executed；If first
The current location of social client is not located in the region at a certain sight spot, terminates this process.
In the embodiment of the present invention, the first social client, which can be, operates in the mobile devices such as cell phone, tablet computer
On social client, also referred to as social application program or social activity APP.
Wherein, the first social client can read the shifting such as cell phone, tablet computer where the first social client
The current location for the mobile device that dynamic equipment detects, the current location as the first social client.
Wherein, the first social client can map to the current location of the first social client electronically on backstage
Figure, and judge that the current location of the first social client maps to the mapping position of electronic map and whether falls into electronic map
In the region at a certain sight spot, if so, the first social client can determine the current location of the first social client positioned at a certain
In the region at sight spot.
Alternatively, the current location of the first social client can be reported to service equipment by the first social client, and take
The current location of first social client can be mapped to electronic map by business equipment, and judge the current of the first social client
Whether the mapping position that position maps to electronic map falls into the region at a certain sight spot in electronic map, if so, service is set
It is standby to determine that the current location of the first social client is located in the region at a certain sight spot, and the sight spot is notified into the first social activity
Client.
102, the first social client exports the first prompt information, and the first prompt information reports the sight spot related for prompting
Sight spot first comment on.
In the embodiment of the present invention, the first social client can be using text and/or voice mode output for prompting
The first prompt information for reporting the relevant sight spot first in the sight spot to comment on.
103, the relevant sight spot first in the sight spot of the first social client detection input is commented on, and is reported to service equipment
It comments at the relevant sight spot first in the sight spot.
As an alternative embodiment, in above-mentioned step 103, the scape of the first social client detection input
What the relevant sight spot first of point was commented on may include:
Operation of the first social client detection to recommending scenery spot comment option input；For example, the first social client can
To detect the scape on the sight spot comment input interface that traveller belonging to the first social client exports the first social client
Point recommends the clicking operation of comment option input；
And first social client respond the operation, export several recommending scenery spots comment；
And first social client detection from the comment of several recommending scenery spots at least one recommending scenery spot for selecting into
Row combination is commented on the relevant sight spot first in the sight spot as input.
Wherein, implement above embodiment, the sight spot that the first social client can be quickly detected input is related
Sight spot first comment on, and then be conducive to be quickly found out with traveller belonging to the first social client there are approximate view its
He is traveller, and there are the effects that other travellers of approximate view make friends with traveller belonging to the first social client for promotion
Rate.
104, the relevant sight spot second in the sight spot that service equipment obtains that each second social client reports is commented on.
As an alternative embodiment, service equipment obtains each second social visitor in above-mentioned step 104
It comments at the relevant sight spot second in the sight spot that family end reports, comprising:
Service equipment sends the second prompt information to the first social client, and the second prompt information reports search for prompting
Period；
And service equipment detect search time section that the first social client reports according to the second prompt information (such as 10:
00-12:00)；
And service equipment with the search time section for foundation, inquire the scape that each second social client reports
It comments at the relevant sight spot second of point；Wherein, each second social client reports the relevant sight spot second in the sight spot to comment on
On call time positioned at the search time section in.
Wherein, implement above embodiment, be conducive to that service equipment is accurate, is quickly found out and the first social client institute
There are other travellers of approximate view in the traveller of category.For example, certain some landscape is only a certain for a certain sight spot
A little periods (10:00-12:00) can just show, and therefore, implement above embodiment, service equipment is accurate, be quickly found out with
Landscape that is existing between traveller belonging to first social client, showing to the period (10:00-12:00) has approximation
Other travellers of view.
As an alternative embodiment, service equipment with the search time section for foundation, inquire each second society
After the relevant sight spot second in the sight spot for handing over client to report is commented on, following operation is can also be performed in service equipment:
Service equipment sends third prompt information to the first social client, and third prompt information reports search for prompting
Region；
And service equipment detects region of search (such as scape that the first social client is reported according to third prompt information
The region of point)；
Correspondingly, service equipment can be reported from the second all social clients inquired according to search time section
The comment of the relevant sight spot second in the sight spot in, obtain the second social client that each current location is located at the region of search
It comments at the relevant sight spot second in the sight spot reported.
Wherein, implementing above-mentioned implementation can be with, service equipment can it is accurate, be quickly found out with belonging to the first social client
Traveller there is approximate view and current location be located at the search that traveller belonging to the first social client specifies again
Other travellers in region, consequently facilitating between traveller belonging to the first social client and other travellers found quickly
The aspectant friend-making of carry out.
105, the sight spot first is commented on and is compared with the sight spot second comment by service equipment.
If 106, comparison shows that the sight spot first comment is commented on approximate with the sight spot second, service equipment is social objective to first
Family end sends recommendation information, which includes at least the corresponding social client account of the second social client.
As an alternative embodiment, service equipment comments at the sight spot first and the scape in above-mentioned step 105
The second comment of point compares, and may comprise steps of:
201, service equipment is disassembled the sight spot first comment to obtain each candidate sentences；
202, service equipment determines the importance scores of each candidate sentences；
203, service equipment extracts target sentences of the importance scores greater than preset value as the scape from each candidate sentences
The key message of the first comment of point；
204, service equipment carries out the key message that the sight spot first is commented on and the key message that the sight spot second is commented on
Comparison.
As an alternative embodiment, service equipment disassembles the sight spot first comment in above-mentioned steps 201
Each candidate sentences are obtained, may include:
Service equipment obtains preset text dismantling rule, which includes branch, comma, fullstop
It is disassembled, and pause mark, colon, quotation marks are without dismantling；
And service equipment disassembles rule according to the preset text, the sight spot first comment is disassembled, to obtain
Each candidate sentences.
As an alternative embodiment, service equipment determines the importance point of each candidate sentences in above-mentioned steps 202
It counts, may include:
For each candidate sentences in each candidate sentences, if the candidate sentences are Chinese sentence, service equipment according to
The Chinese sentence is split as several phrases by the mode of semantic analysis；
And service equipment carries out full text traversal to each phrase that fractionation obtains and calculates, and obtains the appearance of each phrase
Number；
And service equipment is ranked up according to all phrases that the sequence of frequency of occurrence from high to low obtains fractionation,
And each phrase assigns corresponding weight according to frequency of occurrence, and frequency of occurrence is higher, and the weight is higher；
And service equipment calculates the importance scores of each Chinese sentence, importance scores are that the Chinese sentence is torn open
The weights sum for several phrases got.
For example, the sight spot first is commented on are as follows:
Carrying out the tourism of the sight spot XX today, the beautiful scenery at the sight spot XX, like heaven on earth, the traffic to the sight spot XX is very convenient,
Everybody can come the sight spot XX and travel.
Correspondingly, service equipment disassembles rule according to the preset text, and the sight spot first comment is disassembled, is obtained
Each candidate sentences include:
Candidate sentences include:
A, carry out the tourism of the sight spot XX today；
B, the beautiful scenery at the sight spot XX；
C, like heaven on earth；
D, very convenient to the tourist communications of the sight spot XX；
E, everybody can come the sight spot XX and travels.
Correspondingly, the phrase that service equipment is disassembled includes:
Today；Occur 1 time, weight 1；
The sight spot XX；Occur 4 times, weight 1
Tourism；Occur 3 times, weight 1
Beautiful scenery；Occur 1 time, weight 1
Like；Occur 1 time, weight 1
Heaven on earth；Occur 1 time, weight 1
Traffic: occur 1 time, weight 1
It is convenient: to occur 1 time, weight 1
Everybody；Occur 1 time, weight 1
It can be with；Occur 1 time, weight 1
Once；Occur 1 time, weight 1.
Correspondingly, the importance scores of candidate sentences above are respectively as follows: No. A 8 points, and No. B 5 points, No. C 2 points, No. D 9 points,
No. E 10 points.
Further, it is assumed that preset value is 4 points, then target sentences are No. A, No. B, No. D and No. E；Correspondingly, the sight spot
The key message of the key message of one comment are as follows: carry out the tourism of the sight spot XX today；The beautiful scenery at the sight spot XX；It travels to the sight spot XX
Traffic is very convenient；Everybody can come the sight spot XX and travel.
As one kind optionally implement it is above-mentioned, if the not Chinese sentence of the candidate sentences, webpage link address, that
Service equipment can open from the background the corresponding target webpage of the webpage link address；And service equipment can be according to mesh
It marks in webpage, the link for being directed toward target webpage determines that the importance scores of target webpage, the importance scores of the target webpage are
It is the importance scores of the candidate sentences.
Wherein it is determined that the process of the importance scores of target webpage are as follows:
Wherein, S (Vi) be target webpage importance scores, d is damped coefficient, and In (Vi) is to exist to be directed toward target webpage
Link collections of web pages, out (Vj) it is the collections of web pages that the existing link of link in webpage j is directed toward, out (Vj) take absolutely
Value is the number to indicate element in collections of web pages, S (Vj) be webpage j importance scores.
As an alternative embodiment, the key message of the sight spot first comment is actually the set of sentence,
Comparison to key message is actually to compare to sentence.Therefore, in above-mentioned steps 204, service equipment is by the sight spot
The key message that the key message of first comment is commented on the sight spot second compares, and may include:
Service equipment determines the first sentence in the key message of the sight spot first comment, and determines that the sight spot second is commented
The second sentence in the key message of opinion；Wherein, the quantity of the phrase to overlap each other between the first sentence and the second sentence is most；
And service equipment calculates the cosine similarity of the first sentence and the second sentence；
If cosine similarity is higher than designated value, service equipment determines that the sight spot first comment is commented on closely with the sight spot second
Seemingly.
In the embodiment of the present invention, the calculating process of above-mentioned cosine similarity are as follows:
First sentence is split as several phrases by service equipment, to obtain one group of phrase；
And the second sentence is split as several phrases by service equipment, to obtain another group of phrase；
And service equipment is compared the phrase in two groups of phrases one by one, and if it exists, 1 is then recorded as, if not depositing
It is being recorded as 0, then to obtain First ray and the second sequence；
And service equipment calculates the cosine similarity between First ray and the second sequence, and as the first sentence and
Cosine similarity between second sentence.
As an example it is assumed that:
First sentence are as follows: very convenient to the tourist communications of the sight spot XX；
Second sentence are as follows: it is very convenient to carry out the tourism of the sight spot XX；
So, the comparison for two groups of phrases that the first sentence and the second sentence are split into is as shown in table 1, it may be assumed that
Table 1
As shown in table 1, First ray a is (1,1,1,1), and the second sequence b is (1,1,0,1).
Wherein, service equipment calculates the cosine similarity between First ray and the second sequence are as follows:
Wherein, ab is integrally added after indicating the element in a sequence and corresponding element multiplication in b sequence, and denominator indicates a sequence
The quadratic sum of all elements is opened and opens radical sign multiplied by the quadratic sum of all elements in b sequence after radical sign in column；Wherein, a sequence indicates
First ray, b sequence indicate the second sequence.
For example, the result that the first above-mentioned sentence and the second sentence calculate be 0.87 (i.e. First ray and the second sequence it
Between cosine similarity), when 0.87 be higher than designated value, service equipment can determine the sight spot first comment commented with the sight spot second
By approximation.
In the embodiment of the present invention, the above-mentioned implementation to step 105 is described in detail, and implements above-mentioned embodiment party
Formula can promote the sight spot first comment with the sight spot second and comment on the precision compared, so as to accurately judge
Traveller belonging to the first social client for reporting the sight spot first to comment on and the second social activity for reporting the sight spot second to comment on
There is approximate view between traveller belonging to client.
In the method depicted in fig. 1, when comparing the sight spot first comment and commenting on approximate with the sight spot second, illustrate the
There are approximate views (i.e. to the scape between traveller belonging to one social client and traveller belonging to the second social client
The approximate view of point), service equipment can send recommendation information to the first social client at this time, which includes at least
The corresponding social client account of second social client, so that traveller belonging to the first social client can add
The corresponding social client account of two social clients is made friends to complete tourism.As it can be seen that implement method described in Fig. 1, the
Traveller belonging to one social client is without taking a significant amount of time other travellers looked for oneself there are approximate view
It makes friends, other travellers with oneself there are approximate view can be quickly found out, there are approximate views with oneself for promotion
The efficiency that other travellers make friends.
In addition, implementing method described in Fig. 1, traveller belonging to the first social client may be omitted with completing trip
Aspectant vival voice before trip is made friends exchanges, so that people can improve traveller's experience to avoid embarrassment.
Referring to Fig. 3, Fig. 3 is disclosed by the embodiments of the present invention another based on the approximate social client account of sight spot comment
The flow diagram of number recommended method.It can as shown in figure 3, approximate social client account recommended method should be commented on based on sight spot
With the following steps are included:
301, whether the current location that the first social client detects the first social client is located at the region at a certain sight spot
It is interior；If the current location of the first social client is located in the region at a certain sight spot, step 302 is executed；If the first social client
The current location at end is not located in the region at a certain sight spot, terminates this process.
302, the first social client exports the first prompt information, and the first prompt information reports the sight spot related for prompting
Sight spot first comment on.
In the embodiment of the present invention, the first social client can be using text and/or voice mode output for prompting
The first prompt information for reporting the relevant sight spot first in the sight spot to comment on.
303, the relevant sight spot first in the sight spot of the first social client detection input is commented on, and is reported to service equipment
It comments at the relevant sight spot first in the sight spot.
As an alternative embodiment, in above-mentioned step 303, the scape of the first social client detection input
What the relevant sight spot first of point was commented on may include:
Operation of the first social client detection to recommending scenery spot comment option input；For example, the first social client can
To detect the scape on the sight spot comment input interface that traveller belonging to the first social client exports the first social client
Point recommends the clicking operation of comment option input；
And first social client respond the operation, export several recommending scenery spots comment；
And first social client detection from the comment of several recommending scenery spots at least one recommending scenery spot for selecting into
Row combination is commented on the relevant sight spot first in the sight spot as input.
Wherein, implement above embodiment, the sight spot that the first social client can be quickly detected input is related
Sight spot first comment on, and then be conducive to be quickly found out with traveller belonging to the first social client there are approximate view its
He is traveller, and there are the effects that other travellers of approximate view make friends with traveller belonging to the first social client for promotion
Rate.
304, the relevant sight spot second in the sight spot that service equipment obtains that each second social client reports is commented on.
As an alternative embodiment, service equipment obtains each second social visitor in above-mentioned step 304
It comments at the relevant sight spot second in the sight spot that family end reports, comprising:
Service equipment sends the second prompt information to the first social client, and the second prompt information reports search for prompting
Period；
And service equipment detect search time section that the first social client reports according to the second prompt information (such as 10:
00-12:00)；
And service equipment with the search time section for foundation, inquire the scape that each second social client reports
It comments at the relevant sight spot second of point；Wherein, each second social client reports the relevant sight spot second in the sight spot to comment on
On call time positioned at the search time section in.
Wherein, implement above embodiment, be conducive to that service equipment is accurate, is quickly found out and the first social client institute
There are other travellers of approximate view in the traveller of category.For example, certain some landscape is only a certain for a certain sight spot
A little periods (10:00-12:00) can just show, and therefore, implement above embodiment, service equipment is accurate, be quickly found out with
Landscape that is existing between traveller belonging to first social client, showing to the period (10:00-12:00) has approximation
Other travellers of view.
As an alternative embodiment, service equipment with the search time section for foundation, inquire each second society
After the relevant sight spot second in the sight spot for handing over client to report is commented on, following operation is can also be performed in service equipment:
Service equipment sends third prompt information to the first social client, and third prompt information reports search for prompting
Region；
And service equipment detects region of search (such as scape that the first social client is reported according to third prompt information
The region of point)；
Correspondingly, service equipment can be reported from the second all social clients inquired according to search time section
The comment of the relevant sight spot second in the sight spot in, obtain the second social client that each current location is located at the region of search
It comments at the relevant sight spot second in the sight spot reported.
Wherein, implementing above-mentioned implementation can be with, service equipment can it is accurate, be quickly found out with belonging to the first social client
Traveller there is approximate view and current location be located at the search that traveller belonging to the first social client specifies again
Other travellers in region, consequently facilitating between traveller belonging to the first social client and other travellers found quickly
The aspectant friend-making of carry out.
305, the sight spot first is commented on and is compared with the sight spot second comment by service equipment.
Wherein, the implementation of step 305 is described in detail in embodiment in front, and the embodiment of the present invention is herein
It does not repeat.
If comparison shows that the sight spot first comment and the sight spot second comment be not approximate, service equipment can terminate this stream
Journey.
If 306, comparison shows that the sight spot first comment is commented on approximate with the sight spot second, service equipment detects the sight spot the
Whether two comments are associated with friend-making additional information, and it is interested by trip which includes at least the second social client
The scenic spot type that idle fund Source Type is classified；If being associated with the friend-making additional information, service equipment is to the first social client
The first notification information is sent, the first notification information is used for the interested scenic spot type of the first social client of notice reporting.
In the embodiment of the present invention, the interested scenic spot type classified by tourism resource development value of the second social client
It may include natural landscape type and places of cultural interest type.For example, natural landscape type may include Mount Taishan, Wutai Mountain,
A series of natural landscapes such as the Yellow River, Mount Emei, the West Lake, Mountain Everest, Kunming stone forest；And places of cultural interest type may include honest
Bright rock cave, White Horse Temple, Yuanmingyuan Park, Dujiang weir, Xi'an drum tower, Tea-horse Ancient Road, The Terra Cotta Warriors and Horses of Qin etc..
307, service equipment detects the interested scenic spot type of the first social client that the first social client reports, and
It verifies the interested scenic spot type of the first social client and the second social client is interested classifies by tourism resource development value
Whether obtained scenic spot type matches, if matching, sends recommendation information to the first social client, which includes at least
The corresponding social client account of second social client.
During the present invention is implemented, implements above-mentioned steps 306 and step 307, be conducive to tourism belonging to the first social client
Person be quickly found out with oneself there are approximate view and to oneself interested scenic spot type also other interested travellers,
So as to promote the quality that tourism is made friends.
As an alternative embodiment, the friend-making additional information can also include that the second social client is interested
User's gender and age of user range；Correspondingly, in above-mentioned step 307, service equipment verifies the first social client sense
The scenic spot type of interest and the interested scenic spot type matching classified by tourism resource development value of the second social client it
Afterwards and service equipment to the first social client send recommendation information before, following steps can also be performed in service equipment:
Service equipment sends the second notification information to the first social client, and the second notification information is used for notice reporting first
The corresponding social user's gender of social client and social age of user；
Service equipment detects the corresponding social user's gender of the first social client and society that the first social client reports
Age of user is handed over, and whether verify the corresponding social user's gender of the first social client interested with the second social client
User's gender matches, and whether the corresponding social age of user of the first social client of verification is located at the second social client
Within the scope of interested age of user；
If the corresponding social user's gender of the first social client and the interested user's gender phase of the second social client
Matching and the corresponding social age of user of the first social client are located at the interested age of user model of the second social client
In enclosing, the step of service equipment just sends recommendation information to the first social client.
During the present invention is implemented, implements above embodiment, be conducive to traveller belonging to the first social client and quickly look for
To with oneself there are approximate view and to oneself interested scenic spot type gender and year also interested and with oneself
Other matched travellers of age, so as to promote the quality that tourism is made friends.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer readable storage medium, storage
Medium include read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory,
RAM), programmable read only memory (Programmable Read-only Memory, PROM), erasable programmable is read-only deposits
Reservoir (Erasable Programmable Read Only Memory, EPROM), disposable programmable read-only memory (One-
Time Programmable Read-Only Memory, OTPROM), the electronics formula of erasing can make carbon copies read-only memory
(Electrically-Erasable Programmable Read-Only Memory, EEPROM), CD-ROM (Compact
Disc Read-Only Memory, CD-ROM) or other disc memories, magnetic disk storage, magnetic tape storage or can
For carrying or any other computer-readable medium of storing data.
Above to disclosed by the embodiments of the present invention a kind of based on the approximate social client account recommended method of sight spot comment
It is described in detail, used herein a specific example illustrates the principle and implementation of the invention, the above reality
The explanation for applying example is merely used to help understand method and its core concept of the invention；Meanwhile for the general technology of this field
Personnel, according to the thought of the present invention, there will be changes in the specific implementation manner and application range, in conclusion this theory
Bright book content should not be construed as limiting the invention.
Claims (10)
1. one kind comments on approximate social client account recommended method based on sight spot, which is characterized in that the described method includes:
Whether the current location that the first social client detects first social client is located in the region at a certain sight spot；
If the current location of first social client is located in the region at a certain sight spot, the first social client output
First prompt information, first prompt information report the relevant sight spot first in the sight spot to comment on for prompting；
The relevant sight spot first in the sight spot of the first social client detection input is commented on, and reports institute to service equipment
The relevant sight spot first in sight spot is stated to comment on；
The service equipment obtains the relevant sight spot second in the sight spot that each second social client reports and comments on；
The sight spot first is commented on and is compared with the sight spot second comment by the service equipment；
If comparison shows the sight spot first comment and comments on the sight spot second approximate, the service equipment is to first society
Client is handed over to send recommendation information, the recommendation information includes at least the corresponding social client account of second social client
Number.
2. social client account recommended method according to claim 1, which is characterized in that the service equipment obtains every
It comments at the relevant sight spot second in the sight spot that one the second social client reports, comprising:
The service equipment sends the second prompt information to first social client, and second prompt information is for prompting
Report search time section；
The service equipment detects the described search time that first social client is reported according to second prompt information
Section；
The service equipment inquires the sight spot that each second social client reports using the described search period as foundation
It comments at relevant sight spot second；Wherein, each described second social client reports the relevant sight spot in the sight spot second to comment
It calls time within the described search period in opinion.
3. social client account recommended method according to claim 1 or 2, which is characterized in that the service equipment pair
Than the sight spot first comment and the sight spot second comment on it is approximate after and the service equipment it is social objective to described first
Before family end sends recommendation information, the method also includes:
The service equipment detects whether the comment of sight spot second is associated with friend-making additional information, and the friend-making additional information is extremely
It less include the interested scenic spot type classified by tourism resource development value of second social client；
If being associated with the friend-making additional information, the service equipment sends the first notice letter to first social client
Breath, first notification information is for the interested scenic spot type of the first social client described in notice reporting；
The service equipment detects the interested scenic spot class of first social client that first social client reports
Type, and it is interested by tourism with second social client to verify the interested scenic spot type of first social client
Whether the scenic spot type that resource type is classified matches, if matching, executes and described sends to first social client
The step of recommendation information.
4. social client account recommended method according to claim 3, which is characterized in that the friend-making additional information is also
Including the interested user's gender of second social client and age of user range；Service equipment verification described the
The interested scenic spot type of one social client with second social client is interested classifies by tourism resource development value
After the scenic spot type matching arrived and the service equipment to first social client send recommendation information before, institute
State method further include:
The service equipment sends the second notification information to first social client, and second notification information is for notifying
Report the corresponding social user's gender of first social client and social age of user；
The service equipment detects the corresponding social user of first social client that first social client reports
Gender and social age of user, and verify the corresponding social user's gender of first social client whether with second society
The interested user's gender of client is handed over to match, and the corresponding social age of user of verification first social client is
It is no to be located within the scope of the interested age of user of the second social client；
If the corresponding social user's gender of first social client and the interested user's property of the second social client
Do not match and the corresponding social age of user of first social client to be located at second social client interested
Age of user within the scope of, the service equipment executes the step that recommendation information is sent to first social client
Suddenly.
5. social client account recommended method according to claim 1-4, which is characterized in that the service is set
It is standby to compare the sight spot first comment and the sight spot second comment, comprising:
The service equipment is disassembled the sight spot first comment to obtain each candidate sentences；
The service equipment determines the importance scores of each candidate sentences；
The service equipment extracts the target sentences conduct that the importance scores are greater than preset value from each candidate sentences
The key message that the sight spot first is commented on；
The service equipment carries out the key message that the sight spot first is commented on and the key message that the sight spot second is commented on
Comparison.
6. social client account recommended method according to claim 5, which is characterized in that the service equipment will be described
The comment of sight spot first is disassembled to obtain each candidate sentences, comprising:
The service equipment obtains preset text dismantling rule, and the preset text dismantling rule includes branch, comma, sentence
It number to be disassembled, and pause mark, colon, quotation marks are without dismantling；
The service equipment disassembles rule according to the preset text, the sight spot first comment is disassembled, to obtain
Each candidate sentences；
The service equipment determines the importance scores of each candidate sentences, comprising:
For each candidate sentences in each candidate sentences, if the candidate sentences are Chinese sentence, the service is set
It is standby that the Chinese sentence is split as several phrases in the way of semantic analysis；
The service equipment carries out full text traversal to each phrase that fractionation obtains and calculates, and obtains the frequency of occurrence of each phrase；
The service equipment is ranked up according to all phrases that the sequence of the frequency of occurrence from high to low obtains fractionation, and
And each phrase assigns corresponding weight according to the frequency of occurrence, the frequency of occurrence is higher, and the weight is higher；
The service equipment calculates the importance scores of each Chinese sentence, and the importance scores are that the Chinese sentence is torn open
The weights sum for several phrases got.
7. social client account recommended method according to claim 6, which is characterized in that further include:
If the candidate sentences are webpage link address, the service equipment is opening the webpage link address correspondence from the background
Target webpage；
The service equipment determines the weight of the target webpage according to the link in the target webpage, being directed toward the target webpage
The property wanted score, the importance scores of the target webpage are the importance scores of the candidate sentences.
8. social client account recommended method according to claim 7, which is characterized in that the service equipment determines institute
State the process of the importance scores of target webpage are as follows:
Wherein, S (Vi) be target webpage importance scores, d is damped coefficient, and In (Vi) is in the presence of the chain for being directed toward target webpage
The collections of web pages connect, out (Vj) it is the collections of web pages that the existing link of link in webpage j is directed toward, out (Vj) taking absolute value is
To indicate the number of element in the collections of web pages, S (Vj) be webpage j importance scores.
9. according to the described in any item social client account recommended methods of claim 5-8, which is characterized in that the service is set
It is standby to compare the key message that the key message that the sight spot first is commented on is commented on the sight spot second, comprising:
The service equipment determines the first sentence in the key message that the sight spot first is commented on, and determines the sight spot the
The second sentence in the key message of two comments；Wherein, the word to overlap each other between first sentence and second sentence
The quantity of group is most；
The service equipment calculates the cosine similarity of first sentence Yu second sentence；
If the cosine similarity is higher than designated value, the service equipment determines the comment of sight spot first and the sight spot second
Comment is approximate.
10. social client account recommended method according to claim 9, which is characterized in that the cosine similarity
Calculating process are as follows:
First sentence is split as several phrases by the service equipment, to obtain one group of phrase；
Second sentence is split as several phrases by the service equipment, to obtain another group of phrase；
The service equipment is compared the phrase in two groups of phrases one by one, and if it exists, is then recorded as 1, if it does not exist, is then remembered
Record is 0, to obtain First ray and the second sequence；
The service equipment calculates the cosine similarity between the First ray and second sequence, and as described first
Cosine similarity between sentence and second sentence；
Wherein, the service equipment calculates the cosine similarity between the First ray and second sequence are as follows:
Wherein, ab is integrally added after indicating the element in a sequence and corresponding element multiplication in b sequence, and denominator indicates in a sequence
The quadratic sum of all elements is opened and opens radical sign multiplied by the quadratic sum of all elements in b sequence after radical sign；Wherein, described in the expression of a sequence
First ray, b sequence indicate second sequence；
It comments at the relevant sight spot first in the sight spot of the first social client detection input, comprising:
Operation of the first social client detection to recommending scenery spot comment option input；
First social client responds the operation, exports the comment of several recommending scenery spots；
At least one recommending scenery spot that first social client detection is selected from the comment of several described recommending scenery spots into
Row combination is commented on the relevant sight spot first in the sight spot as input.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810704998.1A CN109062980A (en) | 2018-07-01 | 2018-07-01 | One kind commenting on approximate social client account recommended method based on sight spot |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810704998.1A CN109062980A (en) | 2018-07-01 | 2018-07-01 | One kind commenting on approximate social client account recommended method based on sight spot |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109062980A true CN109062980A (en) | 2018-12-21 |
Family
ID=64818182
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810704998.1A Pending CN109062980A (en) | 2018-07-01 | 2018-07-01 | One kind commenting on approximate social client account recommended method based on sight spot |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109062980A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110489664A (en) * | 2019-08-07 | 2019-11-22 | 北京达佳互联信息技术有限公司 | A kind of client recommended method and device based on compatible degree |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105491107A (en) * | 2015-11-19 | 2016-04-13 | 韶关学院 | Intelligent tourism service system based on cloud platform and mobile terminal |
| CN106066873A (en) * | 2016-05-30 | 2016-11-02 | 哈尔滨工程大学 | A kind of travel information based on body recommends method |
| CN106600482A (en) * | 2016-12-30 | 2017-04-26 | 西北工业大学 | Multi-source social data fusion multi-angle travel information perception and intelligent recommendation method |
| CN107122447A (en) * | 2017-04-25 | 2017-09-01 | 南京邮电大学 | The network searching system and control method of a kind of multi-data source fusion based on preference |
| CN107590246A (en) * | 2017-09-15 | 2018-01-16 | 百度在线网络技术（北京）有限公司 | Method and apparatus for pushed information |
| CN107967357A (en) * | 2017-12-21 | 2018-04-27 | 广东小天才科技有限公司 | A kind of method for pushing of good friend, system and terminal device |
-
2018
- 2018-07-01 CN CN201810704998.1A patent/CN109062980A/en active Pending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105491107A (en) * | 2015-11-19 | 2016-04-13 | 韶关学院 | Intelligent tourism service system based on cloud platform and mobile terminal |
| CN106066873A (en) * | 2016-05-30 | 2016-11-02 | 哈尔滨工程大学 | A kind of travel information based on body recommends method |
| CN106600482A (en) * | 2016-12-30 | 2017-04-26 | 西北工业大学 | Multi-source social data fusion multi-angle travel information perception and intelligent recommendation method |
| CN107122447A (en) * | 2017-04-25 | 2017-09-01 | 南京邮电大学 | The network searching system and control method of a kind of multi-data source fusion based on preference |
| CN107590246A (en) * | 2017-09-15 | 2018-01-16 | 百度在线网络技术（北京）有限公司 | Method and apparatus for pushed information |
| CN107967357A (en) * | 2017-12-21 | 2018-04-27 | 广东小天才科技有限公司 | A kind of method for pushing of good friend, system and terminal device |
Non-Patent Citations (3)
| Title |
|---|
| 化柏林: "《文本信息分析与全文检索》", 31 August 2008, 科学技术文献出版社 * |
| 李小平: "《网络影视课程编导论》", 30 April 2016, 北京理工大学出版社 * |
| 杨秀璋 等: "《python网络数据分析从入门到精通 分析篇》", 30 June 2018, 北京航天航空大学出版社 * |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110489664A (en) * | 2019-08-07 | 2019-11-22 | 北京达佳互联信息技术有限公司 | A kind of client recommended method and device based on compatible degree |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US20170186429A1 (en) | Better resolution when referencing to concepts | |
| CN107992585A (en) | Universal tag method for digging, device, server and medium | |
| US8965867B2 (en) | Measuring and altering topic influence on edited and unedited media | |
| Kovacs-Gyori et al. | # London2012: Towards citizen-contributed urban planning through sentiment analysis of twitter data | |
| Haidar et al. | Arabic cyberbullying detection: Enhancing performance by using ensemble machine learning | |
| Loughran et al. | Unequal retreats: how racial segregation shapes climate adaptation | |
| Stoddart et al. | Environmentalists' mediawork for jumbo pass and the Tobeatic wilderness, Canada: Combining text-centred and activist-centred approaches to news media and social movements | |
| Chen et al. | Crossroads, buildings and neighborhoods: A dataset for fine-grained location recognition | |
| CN108898439A (en) | A kind of information recommendation method based on sight spot | |
| CN110110218A (en) | A kind of Identity Association method and terminal | |
| KR101972660B1 (en) | System and Method for Checking Fact | |
| CN109635125A (en) | A kind of vocabulary map building method and electronic equipment | |
| CN109062980A (en) | One kind commenting on approximate social client account recommended method based on sight spot | |
| CN109033213A (en) | A kind of network interdynamic method based on the digital landscape device in sight spot | |
| JP2008242835A (en) | Recruitment introduction support system | |
| JP6839001B2 (en) | Model learning device, information judgment device and their programs | |
| CN108877773A (en) | A kind of audio recognition method and electronic equipment | |
| CN109101877A (en) | It writes a composition in a kind of electronics test paper the anti-plagiarism identification method of part | |
| CN109063485A (en) | A kind of vulnerability classification statistical system and method based on loophole platform | |
| CN109002507A (en) | A kind of social user's recommended method that big data platform is combined with brand vehicle | |
| CN109657049A (en) | A kind of composition training method and facility for study based on big data analysis | |
| CN109033211A (en) | A kind of interactive approach of the street corner artistic performance point based on city | |
| Kim | Conclusion: The Promise of People-Led Change and the Prospect of a New Transition | |
| CN109002506A (en) | Information recommendation method caused by one kind is paid close attention to by brand vehicle | |
| Koteyko et al. | Climate Change Communication and the Internet |
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 | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20181221 |
|
| RJ01 | Rejection of invention patent application after publication |