CN109446417A - A kind of intellectualized retrieval method and apparatus - Google Patents
A kind of intellectualized retrieval method and apparatus Download PDFInfo
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- CN109446417A CN109446417A CN201811188506.4A CN201811188506A CN109446417A CN 109446417 A CN109446417 A CN 109446417A CN 201811188506 A CN201811188506 A CN 201811188506A CN 109446417 A CN109446417 A CN 109446417A
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Abstract
The present invention relates to field of computer technology, provide a kind of intellectualized retrieval method and apparatus.Wherein method includes receiving the request message for browsing one or more search result object；Record the operation information of corresponding requests message；In second group of keyword for receiving the first request end, first group of keyword and/or second group of keyword are matched with the search result contents of object that corresponding operating information carries, obtain one or more objective result object that matching degree is greater than the first preset threshold；Establish the mapping relations of objective result object Yu corresponding crucial phrase.The search result object that the present invention is effectively accessed by analysis, and mapping relations are established using the crucial phrase during corresponding analysis, and give the mode that the effective access times for the crucial phrase for having built up mapping relations add up, realize for the Supreme People's Procuratorate charge value search result object calibration, so that the retrieving for subsequent other users improves the reference angle of new dimension.
Description
[technical field]
The present invention relates to field of computer technology, more particularly to a kind of intellectualized retrieval method and apparatus.
[background technique]
Big data has become the technical field of current hot topic, and corresponding various big data analysis are also because of all trades and professions
Between existing difference, and produce many realization branches.Such as: it is related to user and buys the big of the analyses such as hobby, buying intention
Data；Also meteorologic analysis, future weather prediction big data is related to；There are also the big numbers that the aerolite in similar space flight universe collides
According to analysis etc..
And nearest from us, big data analysis also uses on many retrieved web platforms, small to the automatic of keyword
Association, the big distribution situation for arriving search result etc., all bring convenience to the use of user.But existing big data point
Analysis is all based on the simple analysis mode by A to B in patent retrieval website mostly, such as: need to analyze case feelings of the same clan
Condition, then corresponding server can feed back the information of the same clan of current retrieval case；Furthermore it is also possible to show as according to day
Phase, applicant, inventor, agency institute etc. key message screen and classify etc..However, existing patent retrieval is flat
Platform inputs keyword for user or crucial phrase does not do effective data processing but, to cause this block content all
Analysis and the experience of retrieval personnel itself is depended on to complete, the working efficiency of retrieval personnel is reduced, also results in existing skill
No-man's-land of the art in terms of term big data analysis, although having existed some key word association functions in the prior art,
But the function be all according to word anticipate derive, in conjunction with popular vocabulary or history retrieved vocabulary generate association as a result, its simultaneously
The big data characteristic in searching field keyword is not excavated really.
In consideration of it, overcoming defect present in the prior art is the art urgent problem to be solved.
[summary of the invention]
The technical problem to be solved by the present invention is to solve in existing searching platform, the keyword of user's input is lacked and is removed
Big data analysis other than simple match result causes to obtain the process of final goal search result, and height relies on retrieval people
The professional experiences of member and content analysis to procedural retrieval result, reduce recall precision and the standard for being successfully retrieved objective result
True rate.
The present invention adopts the following technical scheme:
In a first aspect, server obtains first group of key of retrieval the present invention provides a kind of intellectualized retrieval method
Word obtains search result from data base querying, and the search result is returned to the first request end；Wherein, the search result
The middle summary info for carrying one or more search result object, method include:
Server receives the request message for browsing one or more search result object；And/or receive downloading one
The request message of a or multiple search result objects；
The operation information of the corresponding request message of server record；Wherein, the operation information includes search result pair
One or more in the identification information of elephant, request message type and search result relevant information；
Server is when receiving second group of keyword of first request end, with the retrieval of corresponding operating information carrying
First group of keyword and/or second group of keyword described in result object content matching obtain matching degree greater than the first preset threshold
One or more objective result object；
The mapping relations of the objective result object and corresponding crucial phrase are established, or to have had built up mapping relations
The target object, add up in effective access times of the corresponding crucial phrase.
Preferably, the mapping relations for establishing the objective result object and corresponding crucial phrase, comprising:
It include the identification information and respective objects object quilt of crucial phrase and objective result object in the mapping relations
The total degree effectively accessed.
Preferably, the method also includes:
The quantity of search result object included in server statistics each round search result, the retrieval that will be accessed
Result object is identified from total search result object；Wherein, the access includes the browsing and/or the downloading；
Search report is returned to first request end；It wherein, include to be accessed by the user in the search report
The identification information of the identification information of search result object and remaining not visited search result object, and correspond to each retrieval
Result object, and match with the crucial phrase of request end transmission, the number that history was effectively accessed.
Preferably, it is crucial that Group X is carried when server receives the retrieval request of the second request end, in the retrieval request
Word, the method also includes:
Server obtains one or more search result according to the Group X keyword query database；
Determine one or more search result object of the mapping relations in the search result comprising crucial phrase,
With in the Group X keyword and corresponding one or more of search result objects, corresponding establish has each of mapping relations
Crucial phrase obtains one or more recommendation search result object of matching result greater than the second preset threshold；
And one or more of recommendation search result objects are identified in the search result；Alternatively, with more Gao You
One or more of recommendation search result objects are presented in the arrangement display mode of first grade.
Preferably, described that one or more of recommendation search result objects are identified in the search result, specifically
Include:
Using icon and/or it is highlighted by the way of, accordingly recommend search result object on embody recommend characteristic.
Preferably, the search result contents of object carried with corresponding operating information matches first group of keyword
And/or second group of keyword, one or more objective result object that matching degree is greater than the first preset threshold is obtained, it is specific to wrap
It includes:
Determine that second group of keyword compares first group of keyword, one or more entry of having differences property；
With the entry of the otherness, search result object documented by the operation information is matched；
Obtain one or more objective result object that matching degree is greater than the first preset threshold；Wherein, the target knot
Fruit object is by user by browsing mode and/or downloading mode, the search result object effectively accessed.
Preferably, the method also includes:
Server acquisition request end patent document to be retrieved；
Server according to the identification information of the patent document to be retrieved, from the mapping relations inquiry with it is described to
The associated crucial phrase of the identification information of the patent document of retrieval；And/or
By using the patent document to be retrieved as objective result object, other patent documents to be retrieved in history
Itself is fed back as reference information.
Preferably, the method also includes:
Determine identical entry between N group keyword and M group keyword from same request end, word if they are the same
The similarity article characterized between the N group keyword and M group keyword is greater than third predetermined threshold value, then establish it is corresponding described in
Associative search relationship between the objective result object of N group keyword and the objective result object of M group keyword；
Wherein, the associative search relationship is retrieved for importing identical patent document to be retrieved in other users
When, for server according to the associative search relationship, feedback includes the objective result object and M group keyword of N group keyword
Objective result object search result.
Preferably, first request end is specially smart phone, tablet computer, individual PC or all-in-one machine.
Second aspect, the present invention also provides a kind of intellectualized retrieval devices, for realizing intelligence described in first aspect
Change search method, described device includes:
At least one processor；And the memory being connect at least one described processor communication；Wherein, described to deposit
Reservoir is stored with the instruction that can be executed by least one described processor, and described instruction is arranged to carry out first aspect institute by program
The intellectualized retrieval method stated.
The third aspect, the present invention also provides a kind of nonvolatile computer storage media, the computer storage medium
Computer executable instructions are stored with, which is executed by one or more processors, for completing first
Intellectualized retrieval method described in aspect.
The present invention utilizes corresponding analysis process by analyzing by the search result object proposed by the present invention effectively accessed
In crucial phrase establish mapping relations, and give the crucial phrase for having built up mapping relations effective access times it is tired
The mode added, realize for the Supreme People's Procuratorate charge value search result object calibration, thus be subsequent other users inspection
Rope process improves the reference angle of new dimension.
Still further aspect, propose in the present invention by analysis consecutive retrieval process involved in the first crucial phrase and
Second crucial phrase, and using the search result object for being browsed/being downloaded between two groups of keyword processes, which analyzes
A little search result objects include the otherness entry between the first crucial phrase and the second crucial phrase, thus the corresponding retrieval knot of demonstration
Fruit object is the search result object effectively accessed, so that the above-mentioned mapping relations set up have high confidence level.
[Detailed description of the invention]
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will make below to required in the embodiment of the present invention
Attached drawing is briefly described.It should be evident that drawings described below is only some embodiments of the present invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is a kind of flow diagram of intellectualized retrieval method provided in an embodiment of the present invention；
Fig. 2 is a kind of process signal of the middle feedback searching report of intellectualized retrieval method provided in an embodiment of the present invention
Figure；
Fig. 3 is the search result pair of other request ends involved in a kind of intellectualized retrieval method provided in an embodiment of the present invention
As the flow diagram of acquisition；
Fig. 4 is the process signal completing mapping relations in a kind of intellectualized retrieval method provided in an embodiment of the present invention and establishing
Figure；
Fig. 5 is in a kind of intellectualized retrieval method provided in an embodiment of the present invention by patent document retrieval as input
Flow diagram；
Fig. 6 is in another intellectualized retrieval method provided in an embodiment of the present invention by patent document inspection as input
Rope flow diagram；
Fig. 7 is in also a kind of intellectualized retrieval method provided in an embodiment of the present invention by patent document inspection as input
Rope flow diagram；
Fig. 8 is the process for using signal of associative search relationship in a kind of intellectualized retrieval method provided in an embodiment of the present invention
Figure；
Fig. 9 is a kind of structural schematic diagram of intellectualized retrieval device provided in an embodiment of the present invention.
[specific embodiment]
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to the accompanying drawings and embodiments, right
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
In the description of the present invention, term "inner", "outside", " longitudinal direction ", " transverse direction ", "upper", "lower", "top", "bottom" etc. refer to
The orientation or positional relationship shown be based on the orientation or positional relationship shown in the drawings, be merely for convenience of description the present invention rather than
It is required that the present invention must be constructed and operated in a specific orientation, therefore it is not construed as limitation of the present invention.
Request end in various embodiments of the present invention can exist in a variety of forms, including but not limited to:
(1) mobile communication equipment: the characteristics of this kind of equipment is that have mobile communication function, and to provide speech, data
Communication is main target.This Terminal Type includes: smart phone (such as iPhone), multimedia handset, functional mobile phone and low
Hold mobile phone etc..
(2) super mobile personal computer equipment: this kind of equipment belongs to the scope of personal computer, there is calculating and processing function
Can, generally also have mobile Internet access characteristic.This Terminal Type includes: PDA, MID and UMPC equipment etc., such as iPad.
(3) server: providing the equipment of the service of calculating, and the composition of server includes that processor, hard disk, memory, system are total
Line etc., server is similar with general computer architecture, but due to needing to provide highly reliable service, in processing energy
Power, stability, reliability, safety, scalability, manageability etc. are more demanding.
(4) other electronic equipments with connection internet function.
In addition, as long as technical characteristic involved in the various embodiments of the present invention described below is each other not
Constituting conflict can be combined with each other.
Embodiment 1:
The embodiment of the present invention 1 provides a kind of intellectualized retrieval method, and server obtains first group of keyword of retrieval,
Search result is obtained from data base querying, the search result is returned into the first request end；Wherein, it is taken in the search result
Summary info with one or more search result object.By taking patent website as an example, the search result object can be showed
For patent document, and summary info shows themselves in that abstract, Figure of abstract, application information of patent etc..As shown in Figure 1, of the invention
1 method of embodiment includes:
In step 201, server receives the request message for browsing one or more search result object；And/or
Receive the request message for downloading one or more search result object.
Wherein, the request message can be the user of the first request end side in the abstract letter for having browsed search result object
Triggering is determined after breath.And " browsing " and " downloading " enumerated in step 201, be for for similar patent retrieval website compared with
It is operated for conventional two, and corresponding " browsing " can also show as different content and show that the browsing of degree (is shown as not
With the browsing of level), such as: the summary info of more a plurality of search result object is shown in limited display screen, then the
The browsing of level-one can be that (the usual region illustrates by the summary info region of clicking specific a certain search result object
Partial summary info content), to show complete summary info content；Further, the browsing of the second level can lead to
The specified link shown on complete summary info content interface is crossed, complete search result object is opened and is browsed.And institute
Different-format or downloading mode can also be shown as by stating " downloading ", such as: it can be the search result pair of downloading word format
As being also possible to download the search result object of pdf format；In addition to this, the mode of downloading is also possible to by downloading one by one
Search result object is completed, and can also download search result object by batch to complete.Therefore, described in step 201
For the operation of search result object, it is pertaining only to the mode that basic content information obtains, if there are also other use in the prior art
In the obtaining means for obtaining the included content information of search result object, then corresponding obtaining means also belong to implementation of the present invention
In the protection scope of example.
In step 202, the operation information of the corresponding request message of server record.Wherein, the operation information packet
Include the one or more in identification information, request message type and the search result relevant information of search result object.
Wherein, the operation information of the corresponding request message of server record, is in order to which the analytic process in step 203 is done
Prepare, realization principle herein is, by the execution of the relevant operation of step 201, just can determine and is accordingly browsed and/or by under
In the search result object of load, target retrieval result object that the user of possible requested end effectively accesses.
The analysis in step 203 why is needed, is because the search result object for being browsed and/or being downloaded not is all
Be it is effective, although some search result objects by user's browsing/downloading, may without any useful information, because
This needs the screening process in step 203.
In step 203, server is believed when receiving second group of keyword of first request end with corresponding operating
The search result contents of object that breath carries matches first group of keyword and/or second group of keyword, obtains matching degree and is greater than
One or more objective result object of first preset threshold.
At this point, when server receives second group of keyword of first request end, it can be according to the operation information
The identification information of documented search result object obtains corresponding search result contents of object, then matches first group of pass
Keyword and/or second group of keyword；In addition to this, search result object caching present in server memory can also be set
Time (when corresponding cache-time be can be according to common user progress two-wheeled keyword retrieval, depending on average time interval),
Thus when server receives second group of keyword of first request end, it can be directly from the memory for not yet discharging resource
In, call corresponding search result contents of object to be matched with first group of keyword and/or second group of keyword.
Matching herein can at least be realized with the following methods:
By matching first group of keyword, second group of keyword and search result object (search result pair herein
As to be browsed and/or being downloaded in step 201, and the search result object recorded in step 202), to know
Not Chu which search result object be to be retrieved based on the otherness entry between first group of keyword and second group of keyword.
In step 204, the mapping relations of the objective result object and corresponding crucial phrase are established, or to have built
The vertical target object for having mapping relations adds up in effective access times of the corresponding crucial phrase.
Wherein, for above-mentioned otherness entry matching process, herein establish the objective result object and corresponding crucial
The mapping relations of phrase specifically can then show themselves in that the mapping for establishing the objective result object and the otherness entry is closed
System.Therefore, described crucial phrase, the form actually characterized can be the group of multiple keywords in embodiments of the present invention
It closes, is also possible to the form of expression of single keyword in some cases.
The search result object effectively accessed that the embodiment of the present invention is proposed by analysis by the embodiment of the present invention, and utilize
Crucial phrase during corresponding analysis establishes mapping relations, and gives having for the crucial phrase for having built up mapping relations
Imitate the cumulative mode of access times, realize for the Supreme People's Procuratorate charge value search result object calibration, to be subsequent
The retrieving of other users improves the reference angle of new dimension.
Still further aspect, what is proposed in embodiments of the present invention is crucial by involved in analysis consecutive retrieval process first
Phrase and the second crucial phrase, and using the search result object for being browsed/being downloaded between two groups of keyword processes, divide
It includes the otherness entry between the first crucial phrase and the second crucial phrase which search result object, which is precipitated, so that demonstration is corresponding
Search result object is the search result object effectively accessed, so that the above-mentioned mapping relations set up have height can
Reliability.
In conjunction with the embodiment of the present invention, the mapping for establishing the objective result object and corresponding crucial phrase is closed
System, provides a kind of implementation of simplicity, wherein includes the mark of crucial phrase, objective result object in the mapping relations
The total degree that knowledge information and respective objects object were effectively accessed.Compared to compared with the prior art, institute in the embodiment of the present invention
The concept of the effective access times proposed, is somewhat similarly to the concept of the number being cited in academic paper, however,
Similar patent retrieval field, but and there is no the plaintext for the reference being similar in academic paper labels (to be embodied in each paper
To the record of citation in last annex in periodical), also, also have no way of to during coordinate indexing in patent in the prior art
Whether effectively adopted by user, and adopt number and tracked, therefore, based on step proposed in the embodiment of the present invention
The mapping relations mechanism that 203 analysis results are set up, has been capable of providing a dimension to authenticate the inspection for being browsed and/or being downloaded
Whether rope result object is specifically, to pass through matching difference entry and the search result pair being recorded required for user
Similarity as between, to determine keyword (such as this hair contained in new round retrieving in the search result object
With respect to second crucial phrase for the first crucial phrase in bright embodiment).
For the intellectualized retrieval method that the embodiment of the present invention is proposed, the step that includes in addition to aforementioned body embodiment
Mapping relations proposed in rapid 201-204 are established outside function, and based on the basis of the embodiment of the present invention, additionally providing one kind can
The implementation of extension, as shown in Fig. 2, the method also includes:
In step 205, the quantity of search result object included in server statistics each round search result, will be by
The search result object accessed is identified from total search result object.
Wherein, the access includes browsing and/or the downloading described in the embodiment of the present invention 1.
In step 206, the first request end Xiang Suoshu returns to search report；Wherein, comprising in the search report
By the identification information of the search result object of user (user of the i.e. first request end side) access and remaining not visited retrieval
The identification information of result object, and corresponding to each search result object, and the crucial phrase sent with request end matches
, the number that history was effectively accessed.
Wherein, what the crucial phrase that request end is sent matched, the number that history was effectively accessed, in embodiment 1
For cited otherness keyword, profound level is meant that corresponding search result object is all to be taken as in history
The search result object of " inflection point " is crossed, i.e., corresponding search result object adjusts keyword combination for user and provides important ginseng
Examine meaning (such search result object is also that the embodiment of the present invention thinks to empathize for different retrieval users, or
The content of more reference value can be brought).
For search report more in the prior art, not only in conjunction with the search report proposed after the embodiment of the present invention
Which which is increased to be accessed, the mark of still not visited mistake；Crucial phrase similarity analysis is also given, and corresponding
The feedback for the number information that history was effectively accessed, allowing users to faster to navigate to opposite more has for oneself
The search result object of meaning.
The embodiment of the present invention 1 proposes a kind of intellectualized retrieval method, especially for effective visit of search result object
It asks the introducing of dimension, and the introducing of the total statistical dimension effectively accessed for search result object, is other users
Retrieving provide the intellectual analysis of more reference significance.However, above content be only demonstrated by it is proposed by the invention
The performance that intellectualized retrieval is demarcated on search result object, and for intellectualized retrieval proposed by the invention, also deposit
In the mode for further expanding realization, specifically, when server receives the retrieval request of the second request end, the retrieval request
Middle carrying Group X keyword, as shown in figure 3, the method also includes:
In step 301, server obtains one or more retrieval knot according to the Group X keyword query database
Fruit.
Herein, the description of Group X keyword is intended merely to distinguish and first group of keyword of the first request end and second group
Keyword, there is no special restriction meanings.
In step 302, one or more inspection of the mapping relations in the search result comprising crucial phrase is determined
Rope result object matches in the Group X keyword and corresponding one or more of search result objects, and corresponding establish has
Each keyword of mapping relations obtains one or more recommendation search result pair of matching result greater than the second preset threshold
As.Wherein, second preset threshold can be rule of thumb arranged with practice result, and details are not described herein.
Wherein, why need to confirm one or more of the mapping relations in the search result comprising crucial phrase
Search result object is or also not create mapping relations inherently there may be some because of in total database
Search result object.
In step 303, one or more of recommendation search result objects are identified in the search result；Or
One or more of recommendation search result objects are presented with the arrangement display mode of higher priority in person.
Wherein, one or more of recommendation search result objects are identified in the search result, can be use
Icon and/or highlighted mode recommend characteristic accordingly recommending to embody on search result object.
In conjunction with the embodiment of the present invention, for described in the search result contents of object matching carried with corresponding operating information
First group of keyword and/or second group of keyword obtain one or more target knot that matching degree is greater than the first preset threshold
Fruit object also gives a kind of concrete implementation mode, as shown in Figure 4, comprising:
In step 401, determine that second group of keyword compares first group of keyword, one of having differences property or more
A entry.In embodiments of the present invention, the entry is the equivalent description to a certain keyword.
In specific implementation, it can be and enter step 402 with single otherness entry (i.e. keyword), complete phase
The matching operation answered, this mode more simplicity and be easy to demarcate.
In step 402, with the entry of the otherness (specially certain one or more of keyword), the behaviour is matched
Make search result object documented by information.
If being matched using single otherness entry, search result object can not necessarily produce user
Raw enlightenment sufficiently shows, and therefore, in step 402, there is also a kind of preferred modes, i.e., in a hierarchical way,
It is preferential to be matched using the entry combination of otherness, and the number of combinations of the entry of otherness is reduced step by step, until being matched to
Afterbody (i.e. by single otherness entry as matching object)；Wherein, institute in the entry combination of the otherness of every level-one
It is more comprising number of entries, then the search result object of final successful match, in the meaning for providing keyword enlightenment and influencing
Justice is bigger, is worth presenting in above-mentioned steps 303 in more eye-catching mode.
In step 403, one or more objective result object that matching degree is greater than the first preset threshold is obtained；Its
In, the objective result object is by user by browsing mode and/or downloading mode, the search result pair effectively accessed
As.
In embodiments of the present invention, first preset threshold is after the concept of synonym is introduced into the embodiment of the present invention
It proposes.For exact matching as a result, matching degree can show as 100%；And for synonym, the English contracting of same meaning
It writes and Chinese name, similarity then can be corresponding lower, such as: similarity can be between 80%-90%.And for having
The crucial phrase of multiple entries, corresponding matching degree result can complexity more, therefore, first preset threshold is preferred
Value is 80% or so.
Embodiment 2:
1 a kind of intellectualized retrieval method that can record effective access process is illustrated through the foregoing embodiment, and it is of the invention
Provided intellectualized retrieval method is but not only limited to the content illustrated such as embodiment 1, therefore, new in conjunction with the embodiments 1
In the case of increasing effectively access dimension, it can also further improve existing retrieving, the retrieving of different user is passed through
Mapping relations in embodiment 1 associate, to improve the recall precision of each user in entire searching platform.As shown in figure 5,
It specifically includes:
In step 501, server acquisition request end patent document to be retrieved.
The patent document to be retrieved, usually similar to the first request end in the embodiment of the present invention 1, by with service
Complete transmission in intercommunication port between device.For example, being completed by the unified login platform that server is supplied to each request end
The importing of the patent document.
In step 502, server is according to the identification information of the patent document to be retrieved, from the mapping relations
Inquire crucial phrase associated with the identification information of the patent document to be retrieved.
The identification information can be the application number of the patent document, patent name etc., can be described in unique identification specially
The content of sharp file.
In step 503, the crucial phrase inquired is fed back into request end, to refer to and borrow for the user of request end
Mirror.
In addition to the crucial phrase arrived above by the direct feedback query of step 503 is outdoor to using for request end, the present invention is real
It applies example and additionally provides the mode of another reference information feedback, described in step 504 specific as follows:
In step 504, other to be checked in history by using the patent document to be retrieved as objective result object
The patent document of rope itself is fed back as reference information.
Wherein, the step 504 can respectively have been constituted with step 501-502 in a manner of selecting one with above-mentioned steps 503
Perfect square case (such as shown in Fig. 6), is also possible to the implementation being merged together, for example, as shown in Figure 7, pass through step
501-502-503-504 constitutes a complete scheme, and certainly, wherein step 503 and step 504 do not have strict sequence, can
To carry out the adjustment in timing according to the demand of design.
In conjunction with the embodiment of the present invention, a kind of alternative extension implementation is additionally provided, the expansion scheme mentions
Out, support be mapping relations proposed in embodiment 1 and the reference dimension effectively accessed and embodiment 2 propose with
Alternative or arbitrary way of the patent document to be retrieved as crucial phrase are sent to server to realize the side of retrieval
Formula；On the basis of the two is common existing, above-mentioned extension implementation can be realized, as shown in figure 8, the expansion scheme has
Body includes:
In step 601, identical word between N group keyword and M group keyword from same request end is determined
Item, entry if they are the same characterize the similarity between the N group keyword and M group keyword and are greater than third predetermined threshold value,
Then establish the association between the objective result object of the corresponding N group keyword and the objective result object of M group keyword
Retrieval relationship.Wherein, third predetermined threshold value can be arranged according to practice and experience, and details are not described herein.
In step 602, when other users import identical patent document to be retrieved and retrieved, server according to
The associative search relationship, the objective result object of feedback the objective result object comprising N group keyword and M group keyword
Search result.
During specific show, a kind of form of scaling can be used, by the sequencing between each group keyword,
Show that the scaling of respective objects search result object is presented, such as: the sequentially target corresponding to the preceding crucial phrase
The presentation of result object direct dominance, and (each crucial phrase is demonstrated by same user and is examining the crucial phrase of other backs
Search strategy adjustment before rope to final result) corresponding to objective result be then contracted in below, and the mutual of user can be passed through
It is presented after dynamic (such as clicking operation) expansion.
Embodiment 3:
As shown in figure 9, being the configuration diagram of the intellectualized retrieval device of the embodiment of the present invention.The intelligence of the present embodiment
Retrieving device includes one or more processors 21 and memory 22.Wherein, in Fig. 9 by taking a processor 21 as an example.
Processor 21 can be connected with memory 22 by bus or other modes, to be connected as by bus in Fig. 9
Example.
Memory 22 is used as a kind of intellectualized retrieval method and apparatus non-volatile computer readable storage medium storing program for executing, can be used for
Non-volatile software program and non-volatile computer executable program are stored, such as the intellectualized retrieval method in embodiment 1.Place
Non-volatile software program and the instruction that reason device 21 is stored in memory 22 by operation, thereby executing intellectualized retrieval side
Method.
Memory 22 may include high-speed random access memory, can also include nonvolatile memory, for example, at least
One disk memory, flush memory device or other non-volatile solid state memory parts.In some embodiments, memory 22
Optional includes the memory remotely located relative to processor 21, these remote memories can pass through network connection to processor
21.The example of above-mentioned network includes but is not limited to internet, intranet, local area network, mobile radio communication and combinations thereof.
Described program instruction/module is stored in the memory 22, is held when by one or more of processors 21
When row, the intellectualized retrieval method in above-described embodiment 1 is executed, for example, executing Fig. 1-described above each step shown in Fig. 8
Suddenly.
It is worth noting that the contents such as information exchange, implementation procedure between module, unit in above-mentioned apparatus, due to
It is based on same design with processing method embodiment of the invention, for details, please refer to the description in the embodiment of the method for the present invention,
Details are not described herein again.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of embodiment is can to lead to
Program is crossed to instruct relevant hardware and complete, which can be stored in a computer readable storage medium, storage medium
It may include: read-only memory (ROM, Read Only Memory), random access memory (RAM, Random Access
Memory), disk or CD etc..
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (10)
1. a kind of intellectualized retrieval method, server obtains first group of keyword of retrieval, is retrieved from data base querying
As a result, the search result is returned to the first request end；Wherein, one or more retrieval knot is carried in the search result
The summary info of fruit object, which is characterized in that method includes:
Server receives the request message for browsing one or more search result object；And/or receive downloading one or
The request message of the multiple search result objects of person；
The operation information of the corresponding request message of server record；Wherein, the operation information includes search result object
One or more in identification information, request message type and search result relevant information；
Server is when receiving second group of keyword of first request end, with the search result of corresponding operating information carrying
Contents of object matches first group of keyword and/or second group of keyword, obtains matching degree is greater than the first preset threshold one
A or multiple objective result objects；
The mapping relations of the objective result object and corresponding crucial phrase are established, or to have built up the institute of mapping relations
Target object is stated, is added up in effective access times of the corresponding crucial phrase.
2. intellectualized retrieval method according to claim 1, which is characterized in that it is described establish the objective result object with
The mapping relations of corresponding crucial phrase, comprising:
Identification information and respective objects object including crucial phrase and objective result object in the mapping relations is effective
The total degree accessed.
3. intellectualized retrieval method according to claim 1, which is characterized in that the method also includes:
The quantity of search result object included in server statistics each round search result, the search result that will be accessed
Object is identified from total search result object；Wherein, the access includes the browsing and/or the downloading；
Search report is returned to first request end；Wherein, the retrieval in the search report comprising being accessed by the user
The identification information of the identification information of result object and remaining not visited search result object, and correspond to each search result
Object, and match with the crucial phrase of request end transmission, the number that history was effectively accessed.
4. intellectualized retrieval method according to claim 1, which is characterized in that server receives the inspection of the second request end
When rope is requested, Group X keyword is carried in the retrieval request, the method also includes:
Server obtains one or more search result according to the Group X keyword query database；
It determines one or more search result object of the mapping relations in the search result comprising crucial phrase, matches institute
It states in Group X keyword and corresponding one or more of search result objects, it is corresponding to establish each key for having mapping relations
Phrase obtains one or more recommendation search result object of matching result greater than the second preset threshold；
And one or more of recommendation search result objects are identified in the search result；Alternatively, with higher priority
Arrangement display mode one or more of recommendation search result objects are presented.
5. intellectualized retrieval method according to claim 4, which is characterized in that described to identify institute in the search result
It states one or more and recommends search result object, specifically include:
Using icon and/or it is highlighted by the way of, accordingly recommend search result object on embody recommend characteristic.
6. intellectualized retrieval method according to claim 1, which is characterized in that the inspection carried with corresponding operating information
Hitch fruit contents of object matches first group of keyword and/or second group of keyword, obtains matching degree greater than the first default threshold
One or more objective result object of value, specifically includes:
Determine that second group of keyword compares first group of keyword, one or more entry of having differences property；
With the entry of the otherness, search result object documented by the operation information is matched；
Obtain one or more objective result object that matching degree is greater than the first preset threshold；Wherein, the objective result pair
As if by user by browsing mode and/or downloading mode, the search result object effectively accessed.
7. intellectualized retrieval method according to claim 1, which is characterized in that the method also includes:
Server acquisition request end patent document to be retrieved；
Server according to the identification information of the patent document to be retrieved, from the mapping relations inquiry with it is described to be retrieved
Patent document the associated crucial phrase of identification information；And/or
By using the patent document to be retrieved as objective result object, other patent documents to be retrieved itself in history
It is fed back as reference information.
8. intellectualized retrieval method according to claim 7, which is characterized in that the method also includes:
Determine identical entry between N group keyword and M group keyword from same request end, entry table if they are the same
The similarity levied between the N group keyword and M group keyword is greater than third predetermined threshold value, then establishes the corresponding N
Associative search relationship between the objective result object of group keyword and the objective result object of M group keyword；
Wherein, the associative search relationship is used for when other users import identical patent document to be retrieved and retrieved,
Server is according to the associative search relationship, the mesh of feedback the objective result object comprising N group keyword and M group keyword
Mark the search result of result object.
9. -8 any intellectualized retrieval method according to claim 1, which is characterized in that first request end is specially
Smart phone, tablet computer, individual PC or all-in-one machine.
10. a kind of intellectualized retrieval device, which is characterized in that described device includes:
At least one processor；And the memory being connect at least one described processor communication；Wherein, the memory
It is stored with the instruction that can be executed by least one described processor, described instruction is arranged to carry out claim 1-8 by program and appoints
Intellectualized retrieval method described in one.
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