CN105045911A

CN105045911A - Label generating method for user to mark and label generating equipment for user to mark

Info

Publication number: CN105045911A
Application number: CN201510494709.6A
Authority: CN
Inventors: 王志军; 初显奇; 刘禹; 李素琴; 张扬
Original assignee: Beijing Sogou Technology Development Co Ltd
Current assignee: Beijing Sogou Technology Development Co Ltd
Priority date: 2015-08-12
Filing date: 2015-08-12
Publication date: 2015-11-11
Anticipated expiration: 2035-08-12
Also published as: CN105045911B

Abstract

The invention relates to the field of communication, discloses a label generating method for a user to mark and label generating equipment for the user to mark, and aims at solving the technical problem of low marking rate of marking unfamiliar communication identifications in the prior art. The method comprises the following steps of: determining historical label records generated by a communication behavior on the basis of L unfamiliar communication identifications, wherein the communication behavior is generated on a first mobile terminal, and the L is a positive integer; determining the industry category rank corresponding to the L unfamiliar communication identifications on the basis of the historical mark records; and generating a first label list on the basis of the industry category rank, wherein the first label list is used for marking the unfamiliar communication identifications of the first mobile terminal by a user of the first mobile terminal. The technical effect of improving the marking efficiency of marking the unfamiliar communication mark is achieved.

Description

A kind ofly carry out the label generating method that marks and equipment for user

Technical field

The present invention relates to the communications field, particularly relate to and a kind ofly carry out the label generating method that marks and equipment for user.

Background technology

Number is logical is a professional number tool-class software, and the pioneering mass-rent pattern that adopts carries out key words sorting to strange phone, allows the footpath between fields electricity such as harassing and wrecking, swindle, distribution have no place to hide, and helps user only to disturb from anti-cheat root; In addition, also by the open call information on search engine collecting internet, magnanimity number database is set up.

Number leads to the huge number storehouse, high in the clouds of dependence behind, effectively can carry out identification to footpath between fields electricity, and wherein, " user's mark " is a kind of very important approach expanding number storehouse, high in the clouds.Present user marks scene two kinds, and one is automatic spring indicia framing when hanging up footpath between fields electricity; Two is that user initiatively goes to mark footpath between fields electricity in message registration; What user can be supplied to select is all default label list (distribution, house property medium, express delivery, take-away, taxi driver, swindle, colleague) and hand labeled button, these labels are changeless, and indicia framing can only show the labels such as first three or four, if need to select label below, sliding indicia framing is then needed to show, as shown in Figure 1.

Due in prior art, the default label list of labels of all users is all the same, do not consider the customized information of different user, and when there is no the identity label of corresponding footpath between fields electricity in default label list, user can't go hand labeled energetically, so there is the lower technical matters of mark rate that strange communication identifier is labeled in prior art.

Summary of the invention

The invention provides label generating method and equipment that a kind of user carries out marking, to solve the low technical matters of mark rate that in prior art, strange communication identifier is labeled.

First aspect, the embodiment of the present invention provides a kind of label generating method carrying out marking for user, comprising:

Determine the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior produces at the first mobile terminal, and L is positive integer;

The category of employment sequence corresponding to described L strange communication identifier is determined based on described history tab record;

Based on described category of employment sequence generation first list of labels, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.

Optionally, described determining based on described history tab record specifically comprises category of employment sequence corresponding to described L strange communication identifier:

Determine the label information of described L strange communication identifier;

Sort out the category of employment belonging to described label information, obtain M corresponding category of employment, M is positive integer;

The first score value of each category of employment in a described M category of employment is determined based on described history tab record;

The first score value based on each category of employment determines that described category of employment sorts.

Optionally, described category of employment belonging to described label information to be sorted out, obtains M corresponding category of employment, specifically comprise:

Described label information is divided into N number of large class, comprises at least one group under each large class, N is positive integer;

Judge that the user of described first mobile terminal adopts group whether to be greater than predetermined probabilities to the probability that described strange communication identifier marks;

When being greater than described predetermined probabilities, described label information is divided into M group;

Otherwise, described label information is divided into M large class.

Optionally, described based on described classification sequence generation first list of labels, specifically comprise:

Determine the identity label of each category of employment, wherein when certain category of employment comprises identical at least two identity labels of the meaning of a word, select identity label that user's frequency of utilization of described first mobile terminal is the highest as the identity label of corresponding category of employment;

Based on identity label and described first list of labels of described classification sequence generation of each category of employment.

Optionally, described history tab record comprises: the label record that the communications records produced based on described L strange communication identifier on described first mobile terminal and/or described user produce for described L strange communication identifier; Described the first score value determining each category of employment in a described M category of employment based on described history tab record, specifically comprises:

Determine the first quantity of the described communications records that each category of employment comprises;

Determine the second quantity of the described label record that each category of employment comprises;

By the product of described first quantity and the first weighted value, sum up with the product of described second quantity and the second weighted value, and then obtain the first score value of corresponding category of employment.

Optionally, described second weighted value is greater than described first weighted value.

Optionally, when described the first score value based on each category of employment determines that described category of employment sorts, described method also comprises:

If the first category of employment is identical with described first score value of secondary industry classification, then determine the very first time producing described history tab record based on the strange communication identifier of described first category of employment, and produce the second time of described history tab record based on the strange communication identifier of described secondary industry classification;

The distance of the more described very first time and described second time gap current time;

When the described very first time, distance current time was near, described first category of employment Sort Priority is higher than described secondary industry classification;

When described second time gap current time is near, described secondary industry classification Sort Priority is higher than described first category of employment.

Optionally, described method is applied to the webserver, and described method also comprises:

When described first mobile terminal accesses the described webserver, judge whether the described webserver exists described first list of labels;

When there is described first list of labels, described first list of labels is sent to described first mobile terminal;

When there is not described first list of labels, default label list is sent to described first mobile terminal, described default label list is the list of labels of the described history tab record generation based on multiple user.

Optionally, described method is applied to described first mobile terminal, and described the first score value based on each category of employment determines that described category of employment sorts, and specifically comprises:

Receive the second score value that the webserver sends, described second score value is the score value of each industry list in the second list of labels, and described second list of labels is used for the strange communication identifier of described user to described first mobile terminal and marks;

Based on described history tab record, described second score value is upgraded, and then obtain the sequence of described category of employment.

Optionally, described method also comprises:

When described user communicates with arbitrary strange communication identifier or after communicating, the display unit of described first mobile terminal to show in described first list of labels sequence be positioned at before S label of S position, to make described user mark described strange communication identifier based on a described S label, S is positive integer.

Second aspect, the embodiment of the present invention provides a kind of label generation equipment carrying out marking for user, comprising:

First determination module, for determining the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior produces at the first mobile terminal, and L is positive integer;

Second determination module, for determining the category of employment sequence corresponding to described L strange communication identifier based on described history tab record;

Generation module, for generation first list of labels that sorts based on described category of employment, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.

Optionally, described generation module, specifically comprises:

First determining unit, for determining the label information of described L strange communication identifier;

Sort out unit, for sorting out the category of employment belonging to described label information, obtain M corresponding category of employment, M is positive integer;

Second determining unit, for determining the first score value of each category of employment in a described M category of employment based on described history tab record;

Based on the first score value of each category of employment, 3rd determining unit, for determining that described category of employment sorts.

Optionally, described classification unit, specifically comprises:

First division unit, for described label information is divided into N number of large class, comprise at least one group under each large class, N is positive integer;

Judging unit, for judging that the user of described first mobile terminal adopts group whether to be greater than predetermined probabilities to the probability that described strange communication identifier marks;

Second division unit, for when being greater than described predetermined probabilities, is divided into M group by described label information;

3rd division unit, for when being not more than described predetermined probabilities, is divided into M large class by described label information.

Optionally, described generation module, specifically comprises:

4th determining unit, for determining the identity label of each category of employment, wherein when certain category of employment comprises identical at least two identity labels of the meaning of a word, select identity label that user's frequency of utilization of described first mobile terminal is the highest as the identity label of corresponding category of employment;

Generation unit, for generating described first list of labels based on the identity label of each category of employment and the sequence of described classification.

Optionally, described history tab record comprises: the label record that the communications records produced based on described L strange communication identifier on described first mobile terminal and/or described user produce for described L strange communication identifier; Described second determining unit, specifically comprises:

First determines subelement, for determining the first quantity of the described communications records that each category of employment comprises;

Second determines subelement, for determining the second quantity of the described label record that each category of employment comprises;

Obtain subelement, for by the product of described first quantity and the first weighted value, sum up with the product of described second quantity and the second weighted value, and then obtain the first score value of corresponding category of employment.

Optionally, described equipment also comprises:

5th determining unit, for when the first score value based on each category of employment determines that described category of employment sorts, if the first category of employment is identical with described first score value of secondary industry classification, then determine the very first time producing described history tab record based on the strange communication identifier of described first category of employment, and produce the second time of described history tab record based on the strange communication identifier of described secondary industry classification;

Comparing unit, for the distance of the more described very first time and described second time gap current time;

First sequencing unit, for when the described very first time, distance current time was near, described first category of employment Sort Priority is higher than described secondary industry classification;

Second sequencing unit, for when described second time gap current time is near, described secondary industry classification Sort Priority is higher than described first category of employment.

Optionally, described equipment is specially the webserver, and described equipment also comprises:

Judge module, for when described first mobile terminal accesses the described webserver, judges whether the described webserver exists described first list of labels;

First sending module, for when there is described first list of labels, is sent to described first mobile terminal by described first list of labels;

Second sending module, for when there is not described first list of labels, is sent to described first mobile terminal by default label list, and described default label list is the list of labels of the described history tab record generation based on multiple user.

Optionally, described equipment is specially described first mobile terminal, and described second determination module, specifically comprises:

Receiving element, for receiving the second score value that the webserver sends, described second score value is the score value of each industry list in the second list of labels, and described second list of labels is used for the strange communication identifier of described user to described first mobile terminal and marks;

Updating block, for upgrading described second score value based on described history tab record, and then obtains the sequence of described category of employment.

Optionally, described equipment also comprises:

Display module, for when described user communicates with arbitrary strange communication identifier or after communicating, the display unit of described first mobile terminal to show in described first list of labels sequence be positioned at before S label of S position, to make described user mark described strange communication identifier based on a described S label, S is positive integer.

Beneficial effect of the present invention is as follows:

Due in embodiments of the present invention, first determine the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior generation is at the first mobile terminal, and L is positive integer; Then, the classification sequence corresponding to described L strange communication identifier is determined based on described history tab record; Finally, based on described classification sequence generation first list of labels, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.That is, based on the history tab record that the communication behavior of the strange communication identifier of the first mobile terminal produces, the first list of labels that the user that generation is used for the first mobile terminal marks strange communication identifier, to generate the strange communication identifier degree of correlation of the first list of labels and the first mobile terminal higher, and then the label that the convenient selection of the user of the first mobile terminal is marked strange communication identifier, reach the technique effect improving the mark rate that strange communication identifier is labeled.

Accompanying drawing explanation

Fig. 1 is to the schematic diagram that strange communication identifier marks in prior art;

Fig. 2 is the process flow diagram carrying out the label generating method marked in the embodiment of the present invention for user;

Fig. 3 to carry out the process flow diagram determining the classification sequence corresponding to L strange communication identifier in the label generating method marked based on history tab record for the embodiment of the present invention for user;

Fig. 4 is the process flow diagram carrying out obtaining in the label generating method marked M corresponding category of employment in the embodiment of the present invention for user;

Fig. 5 is the structural drawing that the label carrying out marking for user in the embodiment of the present invention generates equipment.

Embodiment

The invention provides and a kind ofly carry out the label generating method that marks and equipment for user, to solve the low technical matters of mark rate that in prior art, strange communication identifier is labeled.

Technical scheme in the embodiment of the present application is solve above-mentioned technical matters, and general thought is as follows:

First determine the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior produces at the first mobile terminal, and L is positive integer; Then, the classification sequence corresponding to described L strange communication identifier is determined based on described history tab record; Finally, based on described classification sequence generation first list of labels, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.That is, based on the history tab record that the communication behavior of the strange communication identifier of the first mobile terminal produces, the first list of labels that the user that generation is used for the first mobile terminal marks strange communication identifier, to generate the strange communication identifier degree of correlation of the first list of labels and the first mobile terminal higher, and then the label that the convenient selection of the user of the first mobile terminal is marked strange communication identifier, reach the technique effect improving the mark rate that strange communication identifier is labeled.

In order to better understand technique scheme, below by accompanying drawing and specific embodiment, technical solution of the present invention is described in detail, the specific features being to be understood that in the embodiment of the present invention and embodiment is the detailed description to technical solution of the present invention, instead of the restriction to technical solution of the present invention, when not conflicting, the technical characteristic in the embodiment of the present invention and embodiment can combine mutually.

First aspect, the embodiment of the present invention provides a kind of label generating method carrying out marking for user, please refer to Fig. 2, comprising:

Step S201: determine the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior produces at the first mobile terminal, and L is positive integer;

Step S202: determine the category of employment sequence corresponding to described L strange communication identifier based on described history tab record;

Step S203: based on described category of employment sequence generation first list of labels, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.

For example, the method can be applied to the webserver, also can be applied to the first mobile terminal, and the first mobile terminal is such as: mobile phone, panel computer etc.

In step S201, history tab record can comprise multiple label record, and two kinds of enumerating below are wherein introduced, and certainly, in specific implementation process, is not limited to following two kinds of situations.

In the first embodiment, described history tab record comprises: based on the communications records that described L strange communication identifier produces on described first mobile terminal.Wherein, the communications records that the individual strange communication identifier of this L produces can be the communications records that strange communication identifiers all on the first mobile terminal produces, also can be the communications records that the strange communication identifier in a preset time period produces, such as: 1 month, two weeks, one week etc.

For example, the user of the first mobile terminal can give strange communication identifier (the strange communication identifier that these strange communication identifiers can be labeled by the user being moved terminal, also can for not the strange communication identifier that marks by the user of the first mobile terminal) send Content of Communication, Content of Communication is such as: voice communication request, note etc., and then often produce a Content of Communication, communications records will be there are at the first mobile terminal, if Content of Communication is voice communication request, then can show one to go telecommunications to cease on dialing interface, this goes telecommunications to cease and is communication tags, if Content of Communication is note, then can produce one in outbox to send short messages, this has been sent short messages and has been communications records.The user of the first mobile terminal also can receive the Content of Communication of strange communication identifier transmission, in like manner, often receives the Content of Communication that a strange communication identifier sends, will produce communications records.

In the second embodiment, described history tab record comprises: the label record that described user produces for described L strange communication identifier.

For example, the user of the first mobile terminal is after producing Content of Communication to strange communication identifier or receiving the Content of Communication of strange communication identifier, can be marked by the strange communication identifier of label to correspondence, this label can provide for the first mobile terminal, such as: when the first mobile terminal receives the incoming call of strange communication identifier or after, the first mobile terminal shows multiple label on the display unit and marks strange communication identifier for the user of the first mobile terminal; This label also can be inputted by the user of the first mobile terminal, such as: the first mobile terminal is after the incoming call receiving the initiation of strange communication identifier, and the user of the first mobile terminal is directly for the label that this strange communication identifier input is corresponding.

Wherein, if the program is applied to the first mobile terminal, then the first mobile terminal is directly searched and just can be obtained the first label record on the first mobile terminal; And if the program is applied to the webserver, then the first mobile terminal is after acquisition history tab record, can send it to the webserver; In addition, whole history tab records can be sent to the webserver by the first mobile terminal, also only the label record that the user of the first mobile terminal produces can be sent to the webserver, in this case, then gathered on the first mobile terminal based on the communications records that described L strange communication identifier produces by the webserver self.The webserver is when monitoring communications record, can using at least one number in the IMEI code of communications records (InternationalMobileEquipmentIdentity: mobile device international identity code) or IMSI code (InternationalMobileSubscriberIdentificationNumber: international mobile subscriber identity) as user ID,, all to carry out according to this ID when being issued to the first mobile terminal in calculating first list of labels.

In addition, after determining the history tab record produced based on L strange communication identifier, classification based on history tab record is different, different processing modes can also be adopted to process to it, to be introduced respectively below, certainly, in specific implementation process, following two kinds of situations are not limited to the processing mode of history tab record.

Process to communications records: first can carry out duplicate removal process, such as: the first mobile terminal repeats to upload daily record, the incoming call that the same strange communication identifier causing same time point to be received produces creates many communications records, in this case, then needs to carry out duplicate removal process; Then filter out from the communications records that these strange communication identifiers produce its label information can the communications records that identify by the webserver, these communications records can comprise the label of strange communication identifier, produce the time (such as: the first mobile terminal dials the time that time of this strange communication identifier or the first mobile terminal receive the voice communication request of this strange communication identifier) of communications records.

Process to label record: to the label information of same number, duplicate removal (also namely selecting up-to-date mark as final mark) is carried out to same user, then generate the mark list of user, this mark list can comprise label and the mark time of mark.

In step S202, described determining based on described history tab record please refer to category of employment sequence corresponding to described L strange communication identifier Fig. 3, specifically comprises:

Step S301: the label information determining described L strange communication identifier;

Step S302: the category of employment belonging to described label information is sorted out, obtain M corresponding category of employment, M is positive integer;

Step S303: the first score value determining each category of employment in a described M category of employment based on described history tab record;

Step S304: the first score value based on each category of employment determines that described category of employment sorts.

In step S301, can by the strange communication identifier number storehouse of the webserver to receiving the Content of Communication of the first mobile terminal or sending each strange communication identifier of Content of Communication to the first mobile terminal and identify, so therefrom obtain can by strange communication identifier number storehouse the label information of L strange communication identifier identifying and each strange communication identifier; Further, the label information set by the user that directly can obtain the first mobile terminal marks strange communication identifier.In addition, the time producing corresponding history tab record for each communication identifier can also be obtained, such as: strange communication identifier to the first mobile terminal send time of Content of Communication, the first mobile terminal to this strange communication identifier send time of Content of Communication, the first mobile terminal user to time that strange communication identifier marks etc.

For example, footpath between fields telecommunications breath following (form can be: number t time t label) that a user A dials and answers is supposed:

Suppose again, by using list of labels (default label list or the personality label's list generated for the first mobile terminal), the strange communication identifier that user A marks is as follows:

Tel420150205 bank (label that user manually inputs);

Tel1020150705 bank (user, by list of labels, directly have selected the mark that " bank " option carries out);

Tel1120150706 house property medium (user, by list of labels, directly have selected the mark that " house property medium " option carries out);

Tel920150707 hunter (user, by list of labels, directly have selected the mark that " hunter " option carries out).

In step S302, industry attribute classification can be utilized to set be normalized label, and then label is sorted out by affiliated category of employment, wherein, the feature of category of employment tree is: every tree represents a category of employment, and not etc., root node is not the total classification of industry to the number of plies, more down classification is less, and leaf node is corresponding field keyword.Be recorded as example with the history tab shown in step S201, then can summarize category of employment as shown in table 1:

Table 1

Again such as: a user has received the voice communication request of five strange communication identifiers, these labels corresponding to strange communication identifier are respectively: 2 express deliveries, 1 house property medium, 1 Lian Jia Real Estate, 1 time I like my family, clearly this user often receives the voice communication request of house property medium class, if but do not carry out the normalized words of industry attribute classification, then category of employment " express delivery " makes number one, and does not meet the feature of the history tab record of this user; Utilize industry attribute tags to set, " Lian Jia Real Estate " and " I likes my family " all can be normalized to " house property medium ", add up so, then " house property medium " makes number one again, and compares the feature of the history tab record meeting this user.

In step S302, when sorting out category of employment, category of employment can be divided into large class also can be divided into group, wherein, can select category of employment to be divided into large class or group, as another kind of optional embodiment based on the setting operation of the user of the first mobile terminal, described category of employment belonging to described label information to be sorted out, obtain M corresponding category of employment, please refer to Fig. 4, specifically comprise:

Step S401: described label information is divided into N number of large class, comprises at least one group under each large class, and N is positive integer;

Step S402: judge that the user of described first mobile terminal adopts group whether to be greater than predetermined probabilities to the probability that described strange communication identifier marks;

Step S403: when being greater than described predetermined probabilities, is divided into M group by described label information;

Step S404: when being not more than described predetermined probabilities, is divided into M large class by described label information.

In step S401, or for the category of employment shown in table 1, wherein, category of employment in table 1 is large class, and the group comprising Jingdone district express delivery under the large class of express delivery is (certain, the group of other express deliveries can also be comprised, such as: flexible express delivery, in logical express delivery etc.), the group comprising again Bank of China under the large class of bank (can also comprise the group of other banks certainly, such as: China Construction Bank, Minsheng bank etc.), can also continue in addition to divide a level or many levels again below group, such as: the group of Bank of China is divided into Chengdu branch of Bank of China subclass, Beijing branch of Bank of China subclass etc., when classifying, then M category of employment can also comprise group or subclass, wherein, some user habits are marked strange communication identifier by large class, and some user habits are marked strange communication identifier by group, so, in order to meet the demand of different user, improve labeling effciency, different divisions can be carried out to label information for different users.

In step S402, predetermined probabilities is such as: 50%, 70% etc., wherein, first can add up the number of times that user under each large class adopts each group to mark strange communication identifier, then divided by the total degree that user marks strange communication identifier, the probability that the user of the first mobile terminal adopts group and marks strange communication identifier can just be determined; If this probability is greater than predetermined probabilities, then illustrate that the user habit of the first mobile terminal adopts group to mark strange communication identifier, so label information to be divided into M group; If this probability is not more than predetermined probabilities, then illustrate that the user habit of the first mobile terminal adopts large class to mark strange communication identifier, so information to be divided into M large class, wherein M is not a fixed value, but the quantity of the large class that divides of correspondence or group, reached the division of category of employment more by accurate technique effect by the program.

As another kind of optional embodiment, described category of employment belonging to described label information to be sorted out, obtains M corresponding category of employment, specifically comprise:

Whether comprise the first group under judging each large class, the user in wherein said first mobile terminal adopts described first group to be greater than predetermined probabilities to the probability that strange communication identifier marks;

If there is described first group, using described first group under large for correspondence class as a category of employment in a described M category of employment;

If there is no described first group, using large for correspondence class as a category of employment in a described M category of employment.

Specifically, when namely sorting out label information, some label information is carried out dividing according to large class, some label information divides according to group.Wherein, predetermined probabilities is such as: 30%, 40% etc., and can arrange different predetermined probabilities according to the actual requirements, the embodiment of the present invention is not restricted.For predetermined probabilities for 60%, wherein, the probability that group Jingdone district express delivery under the large class of express delivery occurs is 66.7%, in this case, this group of Jingdone district express delivery can be comprised in M category of employment, in addition, can to consider under the large class of express delivery except comprising the express delivery of group Jingdone district, whether also comprise other classifications, if comprised, then using large for express delivery class also as a category of employment in M category of employment, otherwise then not need large for express delivery class as a category of employment in M category of employment; And under the large class of hunter, do not comprise group completely, then can comprise this large class of hunter in M category of employment, and the group under not needing to comprise the large class of hunter.

In step S303, can determine the first score value of each category of employment in several ways, two kinds of enumerating below are wherein introduced, and certainly, in specific implementation process, are not limited to following two kinds of situations.

Determine the mode of the first score value of each category of employment 1.: summed up by the label of each category of employment, and then obtain the first score value of corresponding category of employment, for the category of employment shown in table 1, then first score value of hunter is: 3, the first score value promoted is 1, first score value of express delivery is 2, and the first score value of house property medium is 2, and the first score value of bank is 3.Wherein, the label under each category of employment comprises: the label information set by the L identified by strange communication identifier number storehouse the label information of strange communication identifier and the user of the first mobile terminal are marked L strange communication identifier.

Determine the mode of the first score value of each category of employment 2.: the first quantity determining the communications records that each category of employment comprises; Determine the second quantity of the label record that each category of employment comprises; By the product of described first quantity and the first weighted value, sum up with the product of described second quantity and the second weighted value, and then obtain the first score value of corresponding category of employment.Wherein, the label under each category of employment comprises: the label information set by the L identified by strange communication identifier number storehouse the label information of strange communication identifier and the user of the first mobile terminal are marked L strange communication identifier.

Because communications records are different with the importance of label record, so different weighted values can be arranged for communications records and label record, and then determine the first score value more accurately.Under normal circumstances, because the first list of labels is used for user, strange communication identifier is marked, so can by label record second weighted value arrange higher, such as: the first weighted value is 1, second weighted value is 2, certainly, in specific implementation process, can also arrange other the first weighted value and the second weighted value, the embodiment of the present invention is not restricted.And then for the category of employment shown in table 1, then first score value of hunter is: 4, the first score value of distribution is 1, and the first score value of express delivery is 3, and the first score value of house property medium is 3, and the first score value of bank is 5.

In step S304, by the first score value of each category of employment according to order arrangement from high to low, and then can determine the classification sequence of each category of employment, wherein the first score value is higher, and the priority of corresponding category of employment is higher.For the above-mentioned mode determining the first score value of each category of employment 2. in the first score value of each category of employment of determining, then can determine that prioritization is: 4. 1. bank's 2. hunter's 3. express delivery, house property medium promote.

Wherein, the identical situation of the first score value of two categorys of employment (express delivery such as and house property medium) may be there is, in this case, the priority of these two categorys of employment can be determined in several ways, the two kinds of modes enumerated below are wherein introduced, certainly, in specific implementation process, be not limited to following two kinds of situations.

Determine the mode of the priority of two categorys of employment 1.: if the first category of employment is identical with described first score value of secondary industry classification, then determine the very first time producing described history tab record based on the strange communication identifier of described first category of employment, and produce the second time of described history tab record based on the strange communication identifier of described secondary industry classification;

For the first category of employment for express delivery, then its strange communication marks comprised and to produce time of history tab record based on each strange communication identifier as shown in table 2:

Table 2

Strange communication identifier	Time
		tel3	20150615
Tel7	20150516
		tel12	20150806

Then its very first time is the time producing up-to-date history tab record based on the first category of employment, is also 20150806;

For secondary industry classification for house property medium, then its strange communication marks comprised and to produce time of history tab record based on each strange communication identifier as shown in table 3:

Table 3

Strange communication identifier	Time
		tel6	20150416
tel11	20150706

Then its second time is the time producing up-to-date history tab record based on secondary industry classification, is also 20150706;

As can be seen here, very first time distance current time is nearer, so illustrate to there is communications records or label record based on the first category of employment recently, therefore by the priority of the first category of employment arrange higher, then the prioritization determined in step S304 can be optimized for based on this: 1. bank 2. hunter 3. express delivery 4. house property medium 5. promote; And if the second time gap current time is near, then illustrate to there is communications records or label record based on secondary industry classification recently, then what the priority of secondary industry classification arranged is higher.

Determine the mode of the priority of two categorys of employment 2.: the quantity comparing the label record of two categorys of employment, and then determine that the priority of the category of employment that the quantity of label record is high is high.Because label record produced by the user of the first mobile terminal, so more can reflect the use habit of the user of the first mobile terminal, therefore, when the first score value of two categorys of employment is identical, the priority of the category of employment that label record is many is high.Or for the prioritization determined in step S304, wherein the label record of express delivery is 0, and the label record of house property medium is 1, so the priority of house property medium is higher, thus the prioritization in step S304 is optimized for: 1. bank 2. hunter 3. house property medium 4. express delivery 5. promote.

In step S203, can generate the first list of labels of various ways in several ways based on classification sequence, two kinds of enumerating below are wherein introduced, and certainly, in specific implementation process, are not limited to following two kinds of situations.

The first, first list of labels specifically comprises: sequence is positioned at the label of the S corresponding to category of employment of front S position, in this case, the prioritization of this S label can not be comprised in the first list of labels determined, also can comprise the prioritization of this S label.When the user of the first mobile terminal needs to mark strange communication identifier, directly this S label is shown in the display unit of the first mobile terminal, and then the user of the first mobile terminal just can select certain label to mark strange communication identifier from this S label; And if also comprise the prioritization of this S label in the first list of labels, then this S label can also be shown in from high to low the display unit of the first mobile terminal according to priority.

The second, first list of labels comprises: the priority orders of multiple label and each label, under normal circumstances, the quantity of this label is greater than S, in this case, can based on the selection operation of the user of the default setting of the first mobile terminal or the first mobile terminal, S the label that determining from multiple label sorts is positioned at front S position is shown in the display unit of the first mobile terminal, in this case, the value of S is not fixed, if the size of the display unit of the first mobile terminal is less, then S value can arrange less; And if the size of the display unit of the first mobile terminal is comparatively large, then S value can arrange larger etc.

As a kind of optional embodiment, in step S203, described based on described classification sequence generation first list of labels, specifically comprise: the identity label determining each category of employment, wherein when certain category of employment comprises identical or close at least two identity labels of the meaning of a word, select identity label that user's frequency of utilization of described first mobile terminal is the highest as the identity label of corresponding category of employment; Based on identity label and described first list of labels of described classification sequence generation of each category of employment.

For example, for same category of employment may there is the identical identity label of multiple meaning of a word in it, such as, for category of employment " swindle ", its identity label is such as " fraudulent call ", " cheat " etc., for category of employment " education ", its identity label is such as " training ", " education " etc., wherein different user habits uses different identity labels, in this case, in the label record that then can be produced by the user of the first mobile terminal, for the number of times that each identity label of same category of employment occurs, and then select the maximum identity label of occurrence number as the identity label of corresponding category of employment.

As a kind of optional embodiment, described method also comprises: when described user communicates with arbitrary strange communication identifier or after communicating, the display unit of described first mobile terminal to show in described first list of labels sequence be positioned at before S label of S position, to make described user mark described strange communication identifier based on a described S label, S is positive integer.

For example, when showing S label, S label can be carried out sequencing display according to priority mode from high to low, also can by S label random display, wherein, if incessantly comprise this S label in the first list of labels, then by the display of other labels outside S label by the mode of drop-down menu, and then can also can show other labels outside this S label by the triggering of the user of the first mobile terminal on the display unit of mobile terminal.

Introduced the method above and can be applied to the webserver or the first mobile terminal, and wherein based on the equipment difference that the method is applied, different process can also have been carried out for the program, be introduced respectively below.

The first, described method is applied to the webserver, and described method also comprises: when described first mobile terminal accesses the described webserver, judges whether the described webserver exists described first list of labels; When there is described first list of labels, described first list of labels is sent to described first mobile terminal; When there is not described first list of labels, default label list is sent to described first mobile terminal, described default label list is the list of labels of the described history tab record generation based on multiple user.

For example, the webserver can arrange or collect the history tab record of the first mobile terminal reporting voluntarily, then just this history tab record is added up every prefixed time interval (such as: 1 day, 2 days etc.), wherein, if the quantity of the history tab record of the first mobile terminal accessed by the webserver is greater than predetermined number (such as: 10,20 etc.), just generate the first list of labels being used for the first mobile terminal based on this history tab record; If the quantity of history tab record is less than predetermined number or does not collect the history tab record of the first mobile terminal completely, then do not generate the first list of labels.

When the first connection of mobile terminal into network, the webserver request initiatively or based on the first mobile terminal can send list of labels to it, and the user for the first mobile terminal marks strange communication identifier; Wherein, first the webserver can judge self whether to comprise the first list of labels, if self comprise the first labels class table, then sends it to the first mobile terminal; If self does not comprise the first list of labels, then default label list is sent to the first mobile terminal.Pass through the program, can either ensure when the first mobile terminal exists the first list of labels, improve the labeling effciency of the first mobile terminal to strange communication identifier, can ensure again when the first mobile terminal does not exist the first list of labels, the user of the first mobile terminal also can be marked strange communication identifier by default label list simultaneously.

Wherein, default label list generates in the following manner: the history tab record of comprehensive all users is given a mark to category of employment, sorts, generate final default label label to the marking of each category of employment according to order from high to low.

Assumed by default list of labels is: " distribution ", " house property medium ", " express delivery ", " take-away ", " taxi driver ", " swindle ", then the user of the first mobile terminal is when marking tel4, because do not comprise the identity label of " bank " in default label list, in this case, the user of the first mobile terminal needs manually to input this identity label, and then causes the user of the first mobile terminal in a lot of situation can abandon the mark to this strange communication identifier; And often can hear the incoming call of the strange communication identifier that label is " bank " due to the user of the first mobile terminal, so identity label " bank " can be comprised in personality label's list (such as: the first list of labels) that it generates, in this case, the user of the first mobile terminal directly selects that " bank " just can mark the strange communication identifier of correspondence, thus improve the labeling effciency to strange communication identifier.

The second, described method is applied to described first mobile terminal, and then determines that described category of employment sorts based on the first score value of each category of employment in step S202, specifically comprises:

For example, the webserver can obtain the history tab record of the first mobile terminal a certain period, then counts the second score value in the second list of labels and the second list of labels corresponding to each category of employment based on this history tab record; But, second list of labels and the second score value can be sent to the first mobile terminal by the webserver, and then the second score value comparatively accurately that can add up in conjunction with the webserver of the first mobile terminal and the second list of labels continue to add up personality label's list of the first mobile terminal.Such as: the first mobile terminal can based on the history tab record between the time of acquisition second list of labels and current time, obtain the score value of each category of employment, then this score value and the second score value are combined, just can obtain the first score value of each category of employment.By the program, each just history tab record can not be needed to be uploaded to the webserver, also not need each the first list of labels all receiving the webserver and issue, reach the technique effect reducing data transmission burden.

Second aspect, based on same inventive concept, the embodiment of the present invention provides a kind of label generation equipment carrying out marking for user, please refer to Fig. 5, comprising:

First determination module 50, for determining the history tab record produced based on the communication behavior of L strange communication identifier, described communication behavior produces at the first mobile terminal, and L is positive integer;

Second determination module 51, for determining the category of employment sequence corresponding to described L strange communication identifier based on described history tab record;

Generation module 52, for generation first list of labels that sorts based on described category of employment, the strange communication identifier of user to described first mobile terminal that described first list of labels is used for described first mobile terminal marks.

Optionally, described generation module 52, specifically comprises:

Optionally, described classification unit, specifically comprises:

Optionally, described generation module 52, specifically comprises:

Optionally, described equipment also comprises:

Optionally, described equipment is specially described first mobile terminal, and described second determination module 51, specifically comprises:

Optionally, described equipment also comprises:

Due to the equipment that embodiment of the present invention second aspect is introduced, for the equipment that the label generating method carrying out marking for user implementing that embodiment of the present invention first aspect introduces adopts, so that introduces based on embodiment of the present invention first aspect carries out for user the label generating method that marks, those skilled in the art can understand concrete structure and the distortion of the equipment that embodiment of the present invention second aspect is introduced, so do not repeat them here, the equipment carrying out the label generating method marked for user that every enforcement embodiment of the present invention first aspect is introduced, all belong to the embodiment of the present invention for protection scope.

The one or more embodiment of the present invention, at least has following beneficial effect:

Those skilled in the art should understand, embodiments of the invention can be provided as method, system or computer program.Therefore, the present invention can adopt the form of complete hardware embodiment, completely software implementation or the embodiment in conjunction with software and hardware aspect.And the present invention can adopt in one or more form wherein including the upper computer program implemented of computer-usable storage medium (including but not limited to magnetic disk memory, CD-ROM, optical memory etc.) of computer usable program code.

The present invention describes with reference to according to the process flow diagram of the method for the embodiment of the present invention, equipment (system) and computer program and/or block scheme.Should understand can by the combination of the flow process in each flow process in computer program instructions realization flow figure and/or block scheme and/or square frame and process flow diagram and/or block scheme and/or square frame.These computer program instructions can being provided to the processor of multi-purpose computer, special purpose computer, Embedded Processor or other programmable data processing device to produce a machine, making the instruction performed by the processor of computing machine or other programmable data processing device produce equipment for realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.

These computer program instructions also can be stored in can in the computer-readable memory that works in a specific way of vectoring computer or other programmable data processing device, the instruction making to be stored in this computer-readable memory produces the manufacture comprising commander equipment, and this commander equipment realizes the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.

These computer program instructions also can be loaded in computing machine or other programmable data processing device, make on computing machine or other programmable devices, to perform sequence of operations step to produce computer implemented process, thus the instruction performed on computing machine or other programmable devices is provided for the step realizing the function of specifying in process flow diagram flow process or multiple flow process and/or block scheme square frame or multiple square frame.

Although describe the preferred embodiments of the present invention, those skilled in the art once obtain the basic creative concept of cicada, then can make other change and amendment to these embodiments.So claims are intended to be interpreted as comprising preferred embodiment and falling into all changes and the amendment of the scope of the invention.

Obviously, those skilled in the art can carry out various change and modification to the present invention and not depart from the spirit and scope of the present invention.Like this, if these amendments of the present invention and modification belong within the scope of the claims in the present invention and equivalent technologies thereof, then the present invention is also intended to comprise these change and modification.

Claims

1. carry out the label generating method marked for user, it is characterized in that, comprising:

2. the method for claim 1, is characterized in that, described determining based on described history tab record specifically comprises category of employment sequence corresponding to described L strange communication identifier:

3. method as claimed in claim 2, is characterized in that, describedly sorts out the category of employment belonging to described label information, obtains M corresponding category of employment, specifically comprises:

Otherwise, described label information is divided into M large class.

4. method as claimed in claim 2, is characterized in that, described based on described classification sequence generation first list of labels, specifically comprises:

5. method as claimed in claim 2, it is characterized in that, described history tab record comprises: the label record that the communications records produced based on described L strange communication identifier on described first mobile terminal and/or described user produce for described L strange communication identifier; Described the first score value determining each category of employment in a described M category of employment based on described history tab record, specifically comprises:

6. method as claimed in claim 5, it is characterized in that, described second weighted value is greater than described first weighted value.

7. method as claimed in claim 2, it is characterized in that, when described the first score value based on each category of employment determines that described category of employment sorts, described method also comprises:

8. the method for claim 1, is characterized in that, described method is applied to the webserver, and described method also comprises:

9. the method for claim 1, is characterized in that, described method is applied to described first mobile terminal, and described the first score value based on each category of employment determines that described category of employment sorts, and specifically comprises:

10. method as claimed in claim 9, it is characterized in that, described method also comprises:

11. 1 kinds of label generation equipment carrying out marking for user, is characterized in that, comprising: