CN105446977A - Information processing method and electronic equipment - Google Patents
Information processing method and electronic equipment Download PDFInfo
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- CN105446977A CN105446977A CN201410299742.9A CN201410299742A CN105446977A CN 105446977 A CN105446977 A CN 105446977A CN 201410299742 A CN201410299742 A CN 201410299742A CN 105446977 A CN105446977 A CN 105446977A
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Abstract
The invention relates to the computer field, and discloses an information processing method and electronic equipment, thus solving the technical problems in the prior art that population characteristic vocabularies of specific user populations are slow in updating speed; the method is applied to the electronic equipment, and comprises the following steps: obtaining N characteristic vocabularies of an electronic equipment user, wherein the N is a positive integer; determining whether a random characteristic vocabulary of the N characteristic vocabularies is the population characteristic vocabulary of the user specific population or not, thus determining M population characteristic vocabularies from the N characteristic vocabularies, wherein the population characteristic vocabularies comprise characteristic vocabularies of at least two users of the specific user population, and the M is a positive integer smaller than N; using the M population characteristic vocabularies to update a user dictionary of the electronic equipment.
Description
Technical field
The present invention relates to computer realm, particularly a kind of information processing method and electronic equipment.
Background technology
Along with the development of science and technology, electronic technology have also been obtained development at full speed, and the kind of electronic product also gets more and more, and people have also enjoyed the various facilities that development in science and technology brings.Present people can pass through various types of electronic equipment, enjoy the comfortable life along with development in science and technology brings.
And in the application of electronic equipment, input method of Chinese character has become user and the mutual important means of electronic equipment, Chinese charater input law technology needs a succession of keyboard of user to translate into the Chinese character string that user wants, usual input method of Chinese character all needs to possess user-oriented dictionary, for storing the Chinese character that user's most probable can use, word and phrase, and under normal circumstances, in specific user colony, multiple user may have identical feature vocabulary, this word is population characteristic vocabulary, the population characteristic vocabulary being determined specific user colony by server is all needed in prior art, such as: server end is compiled from internet, then input method client is handed down to, again such as: then input vocabulary and the word frequency thereof of server end collection input method client user add up, then are handed down to input method client etc.But these two kinds of modes all need server end to compile the feature vocabulary of user by the longer cycle, so also exist in prior art the slow technical matters of the population characteristic vocabulary renewal speed of specific user colony.
Summary of the invention
The embodiment of the present invention provides a kind of information processing method and electronic equipment, to solve technical matters slow to the population characteristic vocabulary renewal speed of specific user colony in prior art.
First aspect, the embodiment of the present invention provides a kind of information processing method, is applied in electronic equipment, comprises: the N number of feature vocabulary obtaining the user of described electronic equipment, and N is positive integer; Judge that whether arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, and then M population characteristic vocabulary is determined from described N number of feature vocabulary, wherein, described population characteristic vocabulary is the feature vocabulary of at least two users in described specific user colony, and M is the positive integer being less than or equal to N; Upgraded by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment.
In conjunction with first aspect, in the implementation that the first is possible, describedly judge that whether the arbitrary feature vocabulary in described feature vocabulary be the population characteristic vocabulary of described user place specific user colony, specifically comprise: get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: in the communication process of described i-th feature vocabulary, using the number of nodes of described i-th feature vocabulary as feature vocabulary, judge whether described i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that described i-th propagates jumping figure, when described quotient is greater than described first predetermined threshold value, then determine that described i-th feature vocabulary is described population characteristic vocabulary.
In conjunction with first aspect, in the implementation that the second is possible, N number of feature vocabulary of the user of the described electronic equipment of described acquisition, is specially: the user's frequency of utilization obtaining described electronic equipment more than the vocabulary of the second predetermined threshold value as described N number of feature vocabulary; Or receive another electronic equipment and be sent to described N number of feature vocabulary; Or the frequency of utilization of user obtaining described electronic equipment is more than N1 vocabulary of the second predetermined threshold value, and receive the N2 be sent to feature vocabulary of another electronic equipment, a described N1 vocabulary and described N2 feature vocabulary form described N number of feature vocabulary.
In conjunction with first aspect, in the implementation that the third is possible, described judge whether the arbitrary feature vocabulary in described N number of feature vocabulary is the population characteristic vocabulary of described user place specific user colony before, described method also comprises: get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: described i-th feature vocabulary is in communication process, using the number of nodes of described i-th feature vocabulary as feature vocabulary, judge whether the difference that described i-th propagation jumping figure deducts the i-th co-occurrence jumping figure is greater than the 3rd predetermined threshold value, when described difference is greater than described 3rd predetermined threshold value, described i-th feature vocabulary is removed from described N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of described user, L is the positive integer being less than or equal to N, describedly judge that whether the arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, be specially: judge whether the arbitrary feature vocabulary in described L feature vocabulary is described population characteristic vocabulary one by one.
In conjunction with any the possible implementation in the first to three kind of first aspect or first aspect possible implementation, in the 4th kind of possible implementation, describedly to be upgraded by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment, be specially: get the integer that j is 1 to M, determine the source node of a jth feature vocabulary in described M population characteristic vocabulary and the jth distance value of described electronic equipment; Judge whether described jth distance value is less than predeterminable range value; When described jth distance value is less than described predeterminable range value, a described jth feature vocabulary is added described user-oriented dictionary; Otherwise, a described jth feature vocabulary is not added described user-oriented dictionary.
In conjunction with any the possible implementation in the first to three kind of first aspect or first aspect possible implementation, in the 5th kind of possible implementation, described from described N number of feature vocabulary, determine M population characteristic vocabulary after, described method also comprises: the neighbor node described M population characteristic vocabulary being sent to described electronic equipment, and described M population characteristic vocabulary is used for upgrading the described user-oriented dictionary of described neighbor node.
Second aspect, the embodiment of the present invention provides a kind of electronic equipment, comprising: obtain module, for obtaining N number of feature vocabulary of the user of described electronic equipment, N is positive integer; First judge module, for judging that whether arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, and then M population characteristic vocabulary is determined from described N number of feature vocabulary, wherein, described population characteristic vocabulary is the feature vocabulary of at least two users in described specific user colony, and M is the positive integer being less than or equal to N; Update module, for upgrading by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment.
In conjunction with second aspect, in the implementation that the first is possible, described first judge module, specifically comprise: the first determining unit, for getting the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: in the communication process of described i-th feature vocabulary, using the number of nodes of described i-th feature vocabulary as feature vocabulary, first judging unit, for judging whether described i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that described i-th propagates jumping figure, second determining unit, for when described quotient is greater than described first predetermined threshold value, then determines that described i-th feature vocabulary is described population characteristic vocabulary.
In conjunction with second aspect, in the implementation that the second is possible, described acquisition module, specifically for: the user's frequency of utilization obtaining described electronic equipment more than the vocabulary of the second predetermined threshold value as described N number of feature vocabulary; Or receive another electronic equipment and be sent to described N number of feature vocabulary; Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of described electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, a described N1 vocabulary and described N2 feature vocabulary form described N number of feature vocabulary.
In conjunction with second aspect, in the implementation that the third is possible, described electronic equipment also comprises: determination module, for before judging whether the arbitrary feature vocabulary in described N number of feature vocabulary is the population characteristic vocabulary of described user place specific user colony, get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: described i-th feature vocabulary is in communication process, using the number of nodes of described i-th feature vocabulary as feature vocabulary, second judge module, for judging whether the difference that described i-th propagation jumping figure deducts the i-th co-occurrence jumping figure is greater than the 3rd predetermined threshold value, screening module, for when described difference is greater than described 3rd predetermined threshold value, removed by described i-th feature vocabulary from described N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of described user, L is the positive integer being less than or equal to N, described first judge module, specifically for: judge whether the arbitrary feature vocabulary in described L feature vocabulary is described population characteristic vocabulary one by one.
In conjunction with any the possible implementation in the first to three kind of second aspect or second aspect possible implementation, in the 4th kind of possible implementation, described update module, specifically comprise: the 3rd determining unit, for getting the integer that j is 1 to M, determine the source node of a jth feature vocabulary in described M population characteristic vocabulary and the jth distance value of described electronic equipment; Second judging unit, for judging whether described jth distance value is less than predeterminable range value; Updating block, for when described jth distance value is less than described predeterminable range value, adds described user-oriented dictionary by a described jth feature vocabulary; Otherwise, a described jth feature vocabulary is not added described user-oriented dictionary.
In conjunction with any the possible implementation in the first to three kind of second aspect or second aspect possible implementation, in the 5th kind of possible implementation, described electronic equipment also comprises: sending module, for after determine M population characteristic vocabulary from described N number of feature vocabulary, described M population characteristic vocabulary is sent to the neighbor node of described electronic equipment, described M population characteristic vocabulary is used for upgrading the described user-oriented dictionary of described neighbor node.
Beneficial effect of the present invention is as follows:
Due in the embodiment of the present application, first N number of feature vocabulary of the user of electronic equipment is obtained, then from this N number of feature vocabulary, determine M population characteristic vocabulary of user place specific user colony, and population characteristic vocabulary is the feature vocabulary of at least two users in the specific user colony of user place, then upgraded by the user-oriented dictionary of this M feature vocabulary to electronic equipment, due to the direct population characteristic vocabulary obtaining user place specific user colony in this locality, and do not need to be arranged by collects, so reach the technique effect improved the renewal speed of the population characteristic vocabulary of specific user colony.
Accompanying drawing explanation
Fig. 1 is information processing method process flow diagram in the embodiment of the present invention;
The process flow diagram of Fig. 2 whether be arbitrary feature vocabulary in embodiment of the present invention information processing method in judging characteristic vocabulary be population characteristic vocabulary of user place specific user colony;
The electronic equipment schematic diagram of Fig. 3 for comprising in system in embodiment of the present invention information processing method;
Fig. 4 is the process flow diagram filtering out L feature vocabulary in embodiment of the present invention information processing method from N number of feature vocabulary;
By process flow diagram that the user-oriented dictionary of M population characteristic vocabulary to electronic equipment upgrades in Fig. 5 embodiment of the present invention information processing method;
Fig. 6 is the structural drawing of electronic equipment in the embodiment of the present invention.
Embodiment
The embodiment of the present invention provides a kind of information processing method and electronic equipment, to solve technical matters slow to the population characteristic vocabulary renewal speed of specific user colony in prior art.
Technical scheme in the embodiment of the present application is solve above-mentioned technical matters, and general thought is as follows:
First N number of feature vocabulary of the user of electronic equipment is obtained, then from this N number of feature vocabulary, determine M population characteristic vocabulary of user place specific user colony, and population characteristic vocabulary is the feature vocabulary of at least two users in the specific user colony of user place, then upgraded by the user-oriented dictionary of this M feature vocabulary to electronic equipment, due to the direct population characteristic vocabulary obtaining user place specific user colony in this locality, and do not need to be arranged by collects, so reach the technique effect improved the renewal speed of the population characteristic vocabulary of specific user colony.
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 information processing method, is applied in electronic equipment, and electronic equipment is such as: notebook computer, panel computer, mobile phone etc., please refer to Fig. 1, and the method comprises the following steps:
Step S101: the N number of feature vocabulary obtaining the user of electronic equipment, N is positive integer;
Step S102: judge that whether arbitrary feature vocabulary in N number of feature vocabulary be the population characteristic vocabulary of user place specific user colony, and then M population characteristic vocabulary is determined from N number of feature vocabulary, wherein, population characteristic vocabulary is the feature vocabulary of at least two users in specific user colony, and M is the positive integer being less than or equal to N;
Step S103: upgraded by the user-oriented dictionary of M population characteristic vocabulary to electronic equipment.
In step S101, in N number of feature vocabulary, each feature vocabulary W is made up of following attribute:
1. vocabulary w, vocabulary w can be represented by the unique identifier of vocabulary itself or vocabulary;
2. the frequency of utilization f of vocabulary, the frequency of utilization f of vocabulary can input number of times f (w) of this vocabulary for the user of present node; Or
The frequency of utilization f of vocabulary also can be p (w), does normalized obtain by the frequency of all user characteristics vocabulary of this node
Wherein, w
irefer to current signature vocabulary, w
kbe arbitrary feature vocabulary of present node, n is the feature vocabulary number of present node, and p (w) refers to number of times f (w) ratio shared in all input number of times of the user of present node;
3. the use scenes s of vocabulary, the use scenes s of vocabulary is made up of one or more features, such as: some vocabulary that when user inputs vocabulary, the application program at place, user input before or after inputting this vocabulary, time, geographic position etc. when user inputs vocabulary.
4. the source node h of vocabulary, vocabulary is the source node of this vocabulary in communication process with the current h of Feature Words remittance abroad of node h, represent with other unique identifier of the IP address of this node or node;
5. the propagation jumping figure m of vocabulary, vocabulary from first time occur to transferring to current electronic device the number of nodes of process;
6. the co-occurrence jumping figure t of vocabulary, in vocabulary communication process, using the number of nodes of vocabulary as feature vocabulary.
On feature vocabulary in multiple attribute, " vocabulary w " attribute is necessary attribute, and other vocabulary is not must attribute.
In step S101, N number of feature vocabulary can be obtained in several ways, enumerate three kinds of modes wherein below, certainly, in specific implementation process, be not limited to following three kinds of situations.
The first, obtain N number of feature vocabulary of the user of electronic equipment, be specially:
Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, N1 vocabulary and N2 feature vocabulary form N number of feature vocabulary.
In specific implementation process, if certain vocabulary more than the second predetermined threshold value, is then illustrated that this vocabulary is the common wordss of user by the frequency of utilization of user, so be defined as the feature vocabulary of user, wherein the second predetermined threshold value can be arbitrary value, and the embodiment of the present invention is not restricted; And in addition, other electronic equipment be connected with current electronic device also has the feature vocabulary of user, so, also current electronic device can be sent it to, and then make current electronic device obtain N number of feature vocabulary, wherein, another electronic equipment is when being sent to current electronic device by N2 feature vocabulary, transmitted by point-to-point mode, to improve transmission speed.
In addition, if comprise identical vocabulary in N1 vocabulary and N2 vocabulary, then merged into a vocabulary, such as: carry out vocabulary frequency cumulative, propagate the calculating of jumping figure, the calculating of co-occurrence jumping figure etc.
The second, obtains N number of feature vocabulary of the user of electronic equipment, is specially:
The user's frequency of utilization obtaining electronic equipment more than the vocabulary of the second predetermined threshold value as N number of feature vocabulary.
Such as: if current electronic device is determine the starting point of feature vocabulary, so when obtaining N number of feature vocabulary of electronic equipment, just there is no other electronic equipment feature vocabulary extremely, but only obtain the feature vocabulary of the user of electronic equipment this locality.
The third, obtain N number of feature vocabulary of the user of electronic equipment, be specially:
Receive another electronic equipment and be sent to N number of feature vocabulary.
Such as: if current electronic device does not have the common wordss of user, so the feature vocabulary of other electronic equipment that another electronic equipment sends only may be obtained as N number of feature vocabulary.
In step S102, can judge that whether arbitrary feature vocabulary in N number of feature vocabulary be the population characteristic vocabulary of user place specific user colony in several ways, two kinds of enumerating below are wherein introduced, certainly, in specific implementation process, be not limited to following two kinds of situations.
As further preferred embodiment, electronic equipment acquisition N number of feature vocabulary after, then can be passed to the neighbor node of this electronic equipment, and then the feature vocabulary of neighbor node is upgraded, its renewal process and current electronic device similar.
The first, whether the arbitrary feature vocabulary in judging characteristic vocabulary is the population characteristic vocabulary of user place specific user colony, please refer to Fig. 2, specifically comprises:
Step S201: get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: in the communication process of i-th feature vocabulary, using the number of nodes of i-th feature vocabulary as feature vocabulary;
Step S202: judge whether the i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that i-th propagates jumping figure;
Step S203a: when quotient is greater than the first predetermined threshold value, then determine that i-th feature vocabulary is population characteristic vocabulary.
Further, the method also comprises: step S203b: when quotient is not more than the first predetermined threshold value, then determine that i-th feature vocabulary is not population characteristic vocabulary.
In step S201, in specific implementation process, a node is an electronic equipment, i-th feature vocabulary is when occurring, then i-th in its attribute information is propagated jumping figure and be set to 1, i-th co-occurrence jumping figure is set to 1, then it is passed to next electronic equipment from an electronic equipment at every turn, then propagate jumping figure by i-th of its correspondence and add 1, if and the i-th feature vocabulary is when being transmitted to certain electronic equipment, find that it is also the feature vocabulary of this electronic equipment, then the i-th co-occurrence jumping figure of its correspondence is added 1.
Such as: as shown in Figure 3, comprise 10 electronic equipments in system, the i-th feature vocabulary first time appeared as electronic equipment h
1, current electronic device h
6, therebetween through electronic equipment h
2, h
3, h
4, h
5, and be also electronic equipment h
4, h
6feature vocabulary, so can determine that the i-th propagation jumping figure be the 6, i-th co-occurrence jumping figure is 3, above numerical value is only the citing of the i-th propagation jumping figure, the i-th co-occurrence jumping figure certainly, in specific implementation process, is not limited to above-mentioned numerical value.
In step S202, or for i-th propagate jumping figure be the 6, i-th co-occurrence jumping figure for 3, so determined quotient is 0.5.
In step S203a, the arbitrary value that first predetermined threshold value can be arranged, such as: 0.4,0.6,0.8 etc., the embodiment of the present invention is not restricted, usually can by user as required or experience sets itself, if wherein the first predetermined threshold value is 0.4, then because 0.5 is greater than 0.4, then can determine that the i-th feature vocabulary is population characteristic vocabulary; And if the first predetermined threshold value is 0.8, then because 0.5 is less than 0.8, so then can determine that the i-th feature vocabulary is not population characteristic vocabulary.
Due in such scheme, when determining whether certain feature vocabulary is population characteristic vocabulary, propagation jumping figure and the co-occurrence jumping figure of this feature vocabulary are comprehensively examined, and the number of users that different user groups comprises has larger difference, thus also there is larger difference in the propagation jumping figure of feature vocabulary, so more accurate by above-mentioned determined population characteristic vocabulary, more meet the user demand of specific user colony.Such as: when user group fewer in number, the propagation jumping figure of feature vocabulary is also less, and in this case, less co-occurrence jumping figure just can determine that this feature vocabulary is population characteristic vocabulary; And when the number of user group is more, the propagation jumping figure of feature vocabulary is also more, in this case, larger co-occurrence jumping figure can determine that this feature vocabulary is population characteristic vocabulary.
The second, whether the arbitrary feature vocabulary in judging characteristic vocabulary is the population characteristic vocabulary of user place specific user colony, specifically comprises:
In judging characteristic vocabulary, whether the co-occurrence jumping figure of arbitrary feature vocabulary is greater than predetermined threshold value, when being greater than predetermined threshold value, then determines that it is population characteristic vocabulary.
This predetermined threshold value can be arbitrary value, such as 10,15 etc., the embodiment of the present invention is not restricted, and due in such scheme, only needs the co-occurrence jumping figure considering feature vocabulary, so have the technique effect of the processing speed improving electronic equipment.
As further preferred embodiment, before judging whether the arbitrary feature vocabulary in N number of feature vocabulary is the population characteristic vocabulary of user place specific user colony, please refer to Fig. 4, method also comprises:
Step S401: get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: i-th feature vocabulary in communication process, using the number of nodes of i-th feature vocabulary as feature vocabulary;
Step S402: judge that i-th propagates the difference that jumping figure deducts the i-th co-occurrence jumping figure and whether be greater than the 3rd predetermined threshold value;
Step S403a: when difference is greater than the 3rd predetermined threshold value, removes i-th feature vocabulary from N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of user, L is the positive integer being less than or equal to N;
Step S403b: when difference is less than the 3rd predetermined threshold value, then retain i-th feature vocabulary.
And then in step S102, judge that whether arbitrary feature vocabulary in N number of feature vocabulary be the population characteristic vocabulary of user place specific user colony, be specially:
Judge whether the arbitrary feature vocabulary in L feature vocabulary is population characteristic vocabulary one by one.
In step S401, for determining that i-th of the i-th feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, be described above, so do not repeat them here.
In step S402, or for i-th propagate jumping figure be the 6, i-th co-occurrence jumping figure for 3, so determined difference is the 3, three predetermined threshold value can be arbitrary value, such as: 10,20 etc., be under normal circumstances user rule of thumb or demand setting;
In step S403a, usually when the i-th propagation jumping figure is greater than the i-th co-occurrence jumping figure, then illustrate that the i-th feature vocabulary is only the feature vocabulary of a few users in this specific user colony, and be not the common wordss of most of user, so it can't become the common feature vocabulary of this specific user colony, so i-th feature vocabulary can be removed from N number of feature vocabulary, thus obtain the special feature vocabulary of L.
And then, follow-up judge whether N number of feature vocabulary is population characteristic vocabulary time, owing to having screened Partial Feature vocabulary above, so one can reduce feature vocabulary propagation burden among multiple nodes, two, only need to determine population characteristic vocabulary from L feature vocabulary, also improve treatment effeciency.
In specific implementation process, can upgrade the user-oriented dictionary of user in several ways in step S103, 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, upgraded by the user-oriented dictionary of M population characteristic vocabulary to electronic equipment, please refer to Fig. 5, specifically comprise:
Step S501: get the integer that j is 1 to M, determines the source node of a jth feature vocabulary in M population characteristic vocabulary and the jth distance value of electronic equipment;
Step S502: judge whether jth distance value is less than predeterminable range value;
Step S503a: when jth distance value is less than predeterminable range value, adds user-oriented dictionary by a jth feature vocabulary;
Step S503b: otherwise, a jth feature vocabulary is not added user-oriented dictionary.
In step S501, can according to the distance value between its property calculation its source node and current electronic device to each feature vocabulary, its computing method are such as: the vocabulary w of feature vocabulary and its attribute can form a vector, each feature vocabulary W is a vector like this, every one dimension in vector has oneself weight, these weights set in advance, acquiescence is all 1 (can certainly be other value, the embodiment of the present invention is not restricted), all feature lexical set H of node are vector set, the distance of the different node distance between the set of its feature vocabulary calculates.The computing method of the distance of two vector set: the central point calculating two vector set respectively, then use the distance of calculating two central points, the method for the distance of computing center's point is such as: Euclidean distance, mahalanobis distance, COS distance etc.
In addition, in specific implementation process, feature vocabulary W vector representation is a kind of form, and also can represent by the mode of set or figure, the embodiment of the present invention is not restricted.
In step S502, predeterminable range value can be arbitrary value, is generally empirical value, is proportionate, can be preset by user with the number of users of the user group of the i-th feature vocabulary place source node.
In step S503a, because jth distance value is greater than predeterminable range value, usually show that the i-th feature vocabulary has been transmitted to another user group different from its source node, such as: the user group at the source node place of the i-th feature vocabulary is the user group being engaged in legal industry, and current electronic device place user group is the colony of the user being engaged in IT industry, if the feature vocabulary required for user of these two industries usual is not identical and jth distance value is less than predeterminable range value, then show that the source node of the i-th feature vocabulary and current electronic device are positioned at identical specific user colony, so added the user-oriented dictionary of access customer.
In step S503b, because the i-th feature vocabulary has transmitted as another different user group of its source node, then do not need the user-oriented dictionary being added electronic equipment,
Due in such scheme, the feature vocabulary of the user belonging to another specific user colony can be screened, the storage burden of current electronic device can be reduced on the one hand, on the other hand, owing to decreasing the quantity of interference vocabulary, so the more convenient user of determined user-oriented dictionary enters input operation.
The second, is upgraded by the user-oriented dictionary of M population characteristic vocabulary to electronic equipment, is specially:
M population characteristic vocabulary is added the user-oriented dictionary of access customer.
Specifically, as long as namely determine that the i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that i-th propagates jumping figure, then added the feature vocabulary of access customer, due in such scheme, do not need to carry out screening operation to M population characteristic again, so reduce the processing load of electronic equipment.
As further preferred embodiment, after determine M population characteristic vocabulary from N number of feature vocabulary, method also comprises:
M population characteristic vocabulary is sent to the neighbor node of electronic equipment, M population characteristic vocabulary is used for upgrading the user-oriented dictionary of neighbor node.
Under normal circumstances, in order to improve transfer rate, this M population characteristic vocabulary is sent to the neighbor node of electronic equipment by point-to-point mode, because population characteristic vocabulary is generally the feature vocabulary of at least two users in the specific user colony of electronic equipment place user, illustrate that population characteristic vocabulary is the common wordss of this specific user colony, so send it to neighbor node, and the words for upgrading the user-oriented dictionary of neighbor node, first improve the renewal rate of population characteristic vocabulary, secondly the timely user-oriented dictionary to neighbor node upgrades, thus also improve the input efficiency of user.
Second aspect, based on same inventive concept, the embodiment of the present invention provides a kind of electronic equipment, please refer to Fig. 6, specifically comprises:
Obtain module 60, for obtaining N number of feature vocabulary of the user of electronic equipment, N is positive integer;
First judge module 61, for judging that whether arbitrary feature vocabulary in N number of feature vocabulary be the population characteristic vocabulary of user place specific user colony, and then M population characteristic vocabulary is determined from N number of feature vocabulary, wherein, population characteristic vocabulary is the feature vocabulary of at least two users in specific user colony, and M is the positive integer being less than or equal to N;
Update module 62, for upgrading by the user-oriented dictionary of M population characteristic vocabulary to electronic equipment.
Optionally, the first judge module 61, specifically comprises:
First determining unit, for getting the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: in the communication process of i-th feature vocabulary, using the number of nodes of i-th feature vocabulary as feature vocabulary;
First judging unit, for judging whether the i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that i-th propagates jumping figure;
Second determining unit, for when quotient is greater than the first predetermined threshold value, then determines that i-th feature vocabulary is population characteristic vocabulary.
Optionally, obtain module 60, specifically for:
The user's frequency of utilization obtaining electronic equipment more than the vocabulary of the second predetermined threshold value as N number of feature vocabulary; Or
Receive another electronic equipment and be sent to N number of feature vocabulary; Or
Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, N1 vocabulary and N2 feature vocabulary form N number of feature vocabulary.
Optionally, electronic equipment also comprises:
Determination module, for before judging whether the arbitrary feature vocabulary in N number of feature vocabulary is the population characteristic vocabulary of user place specific user colony, get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: i-th feature vocabulary in communication process, using the number of nodes of i-th feature vocabulary as feature vocabulary;
Second judge module, for judging whether the difference that the i-th propagation jumping figure deducts the i-th co-occurrence jumping figure is greater than the 3rd predetermined threshold value;
Screening module, during for being greater than the 3rd predetermined threshold value in difference, removes i-th feature vocabulary from N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of user, L is the positive integer being less than or equal to N;
First judge module, specifically for:
Judge whether the arbitrary feature vocabulary in L feature vocabulary is population characteristic vocabulary one by one.
Optionally, update module 62, specifically comprises:
3rd determining unit, for getting the integer that j is 1 to M, determines the source node of a jth feature vocabulary in M population characteristic vocabulary and the jth distance value of electronic equipment;
Second judging unit, for judging whether jth distance value is less than predeterminable range value;
Updating block, for when jth distance value is less than predeterminable range value, adds user-oriented dictionary by a jth feature vocabulary; Otherwise, a jth feature vocabulary is not added user-oriented dictionary.
Optionally, electronic equipment also comprises:
Sending module, for after determine M population characteristic vocabulary from N number of feature vocabulary, is sent to the neighbor node of electronic equipment by M population characteristic vocabulary, M population characteristic vocabulary is used for upgrading the user-oriented dictionary of neighbor node.
One or more embodiment of the present invention, at least has following beneficial effect:
Due in the embodiment of the present application, first N number of feature vocabulary of the user of electronic equipment is obtained, then from this N number of feature vocabulary, determine M population characteristic vocabulary of user place specific user colony, and population characteristic vocabulary is the feature vocabulary of at least two users in the specific user colony of user place, then upgraded by the user-oriented dictionary of this M feature vocabulary to electronic equipment, due to the direct population characteristic vocabulary obtaining user place specific user colony in this locality, and do not need to be arranged by collects, so reach the technique effect improved the renewal speed of the population characteristic vocabulary of specific user colony.
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 embedded controller 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 embedded controller of computing machine or other programmable data processing device produce device 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 command device, and this command device 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.
Specifically, the computer program instructions that information processing method in the embodiment of the present application is corresponding can be stored in CD, hard disk, on the storage mediums such as USB flash disk, read by an electronic equipment when the computer program instructions corresponding with information processing method in storage medium or when being performed, comprise the steps:
Obtain N number of feature vocabulary of the user of electronic equipment, N is positive integer;
Judge that whether arbitrary feature vocabulary in N number of feature vocabulary be the population characteristic vocabulary of user place specific user colony, and then M population characteristic vocabulary is determined from N number of feature vocabulary, wherein, population characteristic vocabulary is the feature vocabulary of at least two users in specific user colony, and M is the positive integer being less than or equal to N;
Upgraded by the user-oriented dictionary of M population characteristic vocabulary to electronic equipment.
Optionally, whether that store in storage medium be the computer instruction that the population characteristic vocabulary of user place specific user colony is corresponding with arbitrary feature vocabulary in step judging characteristic vocabulary, comprises the following steps being performed in process:
Get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: in the communication process of i-th feature vocabulary, using the number of nodes of i-th feature vocabulary as feature vocabulary;
Judge whether the i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that i-th propagates jumping figure;
When quotient is greater than the first predetermined threshold value, then determine that i-th feature vocabulary is population characteristic vocabulary.
Optionally, what store in storage medium obtains computer instruction corresponding to N number of feature vocabulary of the user of electronic equipment with step, comprises the following steps being performed in process:
The user's frequency of utilization obtaining electronic equipment more than the vocabulary of the second predetermined threshold value as N number of feature vocabulary; Or
Receive another electronic equipment and be sent to N number of feature vocabulary; Or
Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, N1 vocabulary and N2 feature vocabulary form N number of feature vocabulary.
Optionally, other computer instruction is also stored in storage medium, in step, these computer instructions are judging the arbitrary feature vocabulary in N number of feature vocabulary is performed before whether being the population characteristic vocabulary of user place specific user colony, comprise the following steps being performed in process:
Get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, i-th propagates jumping figure is specially: i-th feature vocabulary from first time occur to transferring to electronic equipment the number of nodes of process, i-th co-occurrence jumping figure is specially: i-th feature vocabulary in communication process, using the number of nodes of i-th feature vocabulary as feature vocabulary;
Judge that i-th propagates the difference that jumping figure deducts the i-th co-occurrence jumping figure and whether be greater than the 3rd predetermined threshold value;
When difference is greater than the 3rd predetermined threshold value, i-th feature vocabulary is removed from N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of user, L is the positive integer being less than or equal to N;
With step, what store in storage medium judges that whether arbitrary feature vocabulary in N number of feature vocabulary be that the computer instruction that the population characteristic vocabulary of user place specific user colony is corresponding is being performed in process, comprise the following steps:
Judge whether the arbitrary feature vocabulary in L feature vocabulary is population characteristic vocabulary one by one.
Optionally, what store in storage medium carries out upgrading corresponding computer instruction to the user-oriented dictionary of electronic equipment by M population characteristic vocabulary with step, comprises the following steps being performed in process:
Get the integer that j is 1 to M, determine the source node of a jth feature vocabulary in M population characteristic vocabulary and the jth distance value of electronic equipment;
Judge whether jth distance value is less than predeterminable range value;
When jth distance value is less than predeterminable range value, a jth feature vocabulary is added user-oriented dictionary; Otherwise, a jth feature vocabulary is not added user-oriented dictionary.
Optionally, also have and have other computer instruction in storage medium, these computer instructions are performed determine M population characteristic vocabulary from N number of feature vocabulary after, are being performed in process, are comprising the following steps:
M population characteristic vocabulary is sent to the neighbor node of electronic equipment, M population characteristic vocabulary is used for upgrading the user-oriented dictionary of neighbor node.
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 embodiment of the present invention and not depart from the spirit and scope of the embodiment of the present invention.Like this, if these amendments of the embodiment 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 (12)
1. an information processing method, is applied in electronic equipment, it is characterized in that, comprising:
Obtain N number of feature vocabulary of the user of described electronic equipment, N is positive integer;
Judge that whether arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, and then M population characteristic vocabulary is determined from described N number of feature vocabulary, wherein, described population characteristic vocabulary is the feature vocabulary of at least two users in described specific user colony, and M is the positive integer being less than or equal to N;
Upgraded by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment.
2. the method for claim 1, is characterized in that, describedly judges that whether the arbitrary feature vocabulary in described feature vocabulary be the population characteristic vocabulary of described user place specific user colony, specifically comprises:
Get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: in the communication process of described i-th feature vocabulary, using the number of nodes of described i-th feature vocabulary as feature vocabulary;
Judge whether described i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that described i-th propagates jumping figure;
When described quotient is greater than described first predetermined threshold value, then determine that described i-th feature vocabulary is described population characteristic vocabulary.
3. the method for claim 1, is characterized in that, N number of feature vocabulary of the user of the described electronic equipment of described acquisition, is specially:
The user's frequency of utilization obtaining described electronic equipment more than the vocabulary of the second predetermined threshold value as described N number of feature vocabulary; Or
Receive another electronic equipment and be sent to described N number of feature vocabulary; Or
Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of described electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, a described N1 vocabulary and described N2 feature vocabulary form described N number of feature vocabulary.
4. the method for claim 1, is characterized in that, described judge whether the arbitrary feature vocabulary in described N number of feature vocabulary is the population characteristic vocabulary of described user place specific user colony before, described method also comprises:
Get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: described i-th feature vocabulary in communication process, using the number of nodes of described i-th feature vocabulary as feature vocabulary;
Judge whether the difference that described i-th propagation jumping figure deducts the i-th co-occurrence jumping figure is greater than the 3rd predetermined threshold value;
When described difference is greater than described 3rd predetermined threshold value, described i-th feature vocabulary is removed from described N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of described user, L is the positive integer being less than or equal to N;
Describedly judge that whether the arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, be specially:
Judge whether the arbitrary feature vocabulary in described L feature vocabulary is described population characteristic vocabulary one by one.
5. the method as described in as arbitrary in claim 1-4, is characterized in that, is describedly upgraded by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment, is specially:
Get the integer that j is 1 to M, determine the source node of a jth feature vocabulary in described M population characteristic vocabulary and the jth distance value of described electronic equipment;
Judge whether described jth distance value is less than predeterminable range value;
When described jth distance value is less than described predeterminable range value, a described jth feature vocabulary is added described user-oriented dictionary; Otherwise, a described jth feature vocabulary is not added described user-oriented dictionary.
6. the method as described in as arbitrary in claim 1-4, is characterized in that, described from described N number of feature vocabulary, determine M population characteristic vocabulary after, described method also comprises:
Described M population characteristic vocabulary is sent to the neighbor node of described electronic equipment, described M population characteristic vocabulary is used for upgrading the described user-oriented dictionary of described neighbor node.
7. an electronic equipment, is characterized in that, comprising:
Obtain module, for obtaining N number of feature vocabulary of the user of described electronic equipment, N is positive integer;
First judge module, for judging that whether arbitrary feature vocabulary in described N number of feature vocabulary be the population characteristic vocabulary of described user place specific user colony, and then M population characteristic vocabulary is determined from described N number of feature vocabulary, wherein, described population characteristic vocabulary is the feature vocabulary of at least two users in described specific user colony, and M is the positive integer being less than or equal to N;
Update module, for upgrading by the user-oriented dictionary of described M population characteristic vocabulary to described electronic equipment.
8. electronic equipment as claimed in claim 7, it is characterized in that, described first judge module, specifically comprises:
First determining unit, for getting the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: in the communication process of described i-th feature vocabulary, using the number of nodes of described i-th feature vocabulary as feature vocabulary;
First judging unit, for judging whether described i-th co-occurrence jumping figure is greater than the first predetermined threshold value divided by the quotient that described i-th propagates jumping figure;
Second determining unit, for when described quotient is greater than described first predetermined threshold value, then determines that described i-th feature vocabulary is described population characteristic vocabulary.
9. electronic equipment as claimed in claim 7, is characterized in that, described acquisition module, specifically for:
The user's frequency of utilization obtaining described electronic equipment more than the vocabulary of the second predetermined threshold value as described N number of feature vocabulary; Or
Receive another electronic equipment and be sent to described N number of feature vocabulary; Or
Obtain N1 the vocabulary of frequency of utilization more than the second predetermined threshold value of the user of described electronic equipment, and receive the N2 be sent to feature vocabulary of another electronic equipment, a described N1 vocabulary and described N2 feature vocabulary form described N number of feature vocabulary.
10. electronic equipment as claimed in claim 7, it is characterized in that, described electronic equipment also comprises:
Determination module, for before judging whether the arbitrary feature vocabulary in described N number of feature vocabulary is the population characteristic vocabulary of described user place specific user colony, get the integer that i is 1 to N successively, determine that i-th of i-th feature vocabulary in described N number of feature vocabulary propagates jumping figure and the i-th co-occurrence jumping figure, described i-th propagates jumping figure is specially: described i-th feature vocabulary from first time occur to transferring to described electronic equipment the number of nodes of process, described i-th co-occurrence jumping figure is specially: described i-th feature vocabulary is in communication process, using the number of nodes of described i-th feature vocabulary as feature vocabulary,
Second judge module, for judging whether the difference that described i-th propagation jumping figure deducts the i-th co-occurrence jumping figure is greater than the 3rd predetermined threshold value;
Screening module, for when described difference is greater than described 3rd predetermined threshold value, removed by described i-th feature vocabulary from described N number of feature vocabulary, and then when i equals N, obtain L the feature vocabulary of described user, L is the positive integer being less than or equal to N;
Described first judge module, specifically for:
Judge whether the arbitrary feature vocabulary in described L feature vocabulary is described population characteristic vocabulary one by one.
11. as arbitrary in claim 7-10 as described in electronic equipment, it is characterized in that, described update module, specifically comprises:
3rd determining unit, for getting the integer that j is 1 to M, determines the source node of a jth feature vocabulary in described M population characteristic vocabulary and the jth distance value of described electronic equipment;
Second judging unit, for judging whether described jth distance value is less than predeterminable range value;
Updating block, for when described jth distance value is less than described predeterminable range value, adds described user-oriented dictionary by a described jth feature vocabulary; Otherwise, a described jth feature vocabulary is not added described user-oriented dictionary.
12. as arbitrary in claim 7-10 as described in electronic equipment, it is characterized in that, described electronic equipment also comprises:
Sending module, for after determine M population characteristic vocabulary from described N number of feature vocabulary, described M population characteristic vocabulary is sent to the neighbor node of described electronic equipment, described M population characteristic vocabulary is used for upgrading the described user-oriented dictionary of described neighbor node.
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