CN103619036A - Data acquisition and evaluation method and equipment - Google Patents
Data acquisition and evaluation method and equipment Download PDFInfo
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- CN103619036A CN103619036A CN201310664816.XA CN201310664816A CN103619036A CN 103619036 A CN103619036 A CN 103619036A CN 201310664816 A CN201310664816 A CN 201310664816A CN 103619036 A CN103619036 A CN 103619036A
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Abstract
The embodiment of the invention discloses a data acquisition and evaluation method and equipment and relates to the technical field of communications. Important reference is provided for improving network construction and quality optimization of high railway by evaluating high-speed rail user voice/data service in the whole network and related network quality. The method comprises the following steps: acquiring a cell list of the high railway, and acquiring core network calling detailed recorded data of users in the cell list according to the cell list; separating the acquired core network calling detailed recorded data, and acquiring a high railway user list; analyzing core network calling detailed recorded data which corresponds to the high railway user list according to service evaluation standard, and generating an evaluation result of high railway telephone traffic service quality and network service quality; and generating an evaluation optimization suggestion according to the evaluation result. The method in the embodiment of the invention is applied to a high railway scene telephone traffic/service evaluation method for core network calling detailed records.
Description
Technical field
The present invention relates to communications applications technology, relate in particular to the method and apparatus of a kind of data acquisition and assessment.
Background technology
Under the high-speed railway scene of the network of existing 2/3G, for high ferro user, need to set up a set of method and system framework to high-speed railway scene traffic/business assessment content, to can accurately comprehensively assess the user speech/data service of the whole network high ferro and spool network quality.
In the technology of existing assessment high-speed railway scene traffic/business, due to high-speed railway scene optimization analysis that at present Mobile Network Operator adopts mainly based on A mouth and Abis mouth signaling data to Generation Mobile Telecommunication System technology 2G(2nd-generation) network high ferro subscriber line circuit territory part voice KPI index is from user's dimension, community dimension is (as call completing rate, connect time delay, cutting off rate, total traffic etc.) carry out monitoring analysis, but along with 3G (Third Generation) Moblie technology 3G(3rd-generation) development rapidly of network, can not accurately comprehensively to the user speech/data service of the whole network high ferro and network of relation quality, assess.
Summary of the invention
Embodiments of the invention provide the method and apparatus of a kind of data acquisition and assessment, by the user speech/data service of the whole network high ferro and network of relation quality are assessed, and then provide important references for high ferro networking along the line and quality optimization.
For achieving the above object, embodiments of the invention adopt following technical scheme:
First aspect, provides a kind of method of data acquisition and assessment, comprising:
Gather high ferro cell list along the line, according to described cell list, gather the core net call detailed recorded data of user in described cell list;
Described core net call detailed recorded data after separated collection, obtains high ferro user list;
According to business evaluation criteria, analyze the core net call detailed recorded data that described high ferro user list is corresponding, the assessment result that generates high ferro traffic quality of service and network servicequality, described business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities;
According to described assessment result, generate assessment Optimizing Suggestions.
Second aspect, provides the equipment of a kind of data acquisition and assessment, comprising:
Collecting unit, for gathering high ferro cell list along the line, gathers the core net call detailed recorded data of user in described cell list according to described cell list;
Separative element, the described core net call detailed recorded data after gathering for separating of described collecting unit, obtains high ferro user list;
Analysis and assessment unit, for analyze the core net call detailed recorded data corresponding to described high ferro user list of described separative element separation according to business evaluation criteria, the assessment result that generates high ferro traffic quality of service and network servicequality, described business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities;
Output unit, generates assessment Optimizing Suggestions for the described assessment result generating according to described analysis and assessment unit.
The data acquisition that the embodiment of the present invention provides and the method and apparatus of assessment, gather the user data in high ferro cell list along the line, by the user data in separated this high ferro cell list along the line, obtain high ferro user data, and at least with the business evaluation criteria of the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities, analyze this high ferro user data and generate the assessment Optimizing Suggestions that promotes networking.By to the user speech/data service of the whole network high ferro and network of relation quality is evaluated as high ferro networking along the line and quality optimization provides important references.
Accompanying drawing explanation
In order to be illustrated more clearly in the technical scheme in the embodiment of the present invention, below the accompanying drawing of required use during embodiment is described is briefly described, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skills, do not paying under the prerequisite of creative work, can also obtain according to these accompanying drawings other accompanying drawing.
The schematic flow sheet of a kind of data acquisition that Fig. 1 provides for the embodiment of the present invention and the method for assessment;
The structural representation of a kind of data acquisition that Fig. 2 provides for the embodiment of the present invention and the equipment of assessment.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, obviously, described embodiment is only the present invention's part embodiment, rather than whole embodiment.Embodiment based in the present invention, those of ordinary skills, not making the every other embodiment obtaining under creative work prerequisite, belong to the scope of protection of the invention.
The invention provides a kind of method of data acquisition and assessment, shown in Fig. 1, specifically comprise the following steps:
101, the equipment of data acquisition and assessment gathers high ferro cell list along the line, gathers the core net call detailed recorded data of user in cell list according to this cell list.
The equipment of data acquisition here and assessment gathers whole signaling interface information that in high ferro cell list along the line, user network event occurs, by gathering the synthetic core net call detailed recorded data of signaling interface information.
Wherein, core net call detailed recorded data be a kind of can be comprehensively, objectively respond user and use the comparatively original data in business procedure, these data are records of many interfaces composite structure event level, the essential information that has contained all synthetic signaling interfaces of customer incident, for example core net call detail record is upgraded in circuit domain position, has contained the essential information of A interface, Iu-CS interface and C/D interface signaling data; Packet domain PDP activation structure logout is at least contained the essential information of Iu-PS interface, gn interface signaling data.By the core net call detailed recorded data dominant network problem in ripe accurate location soon, realize assessment and the optimization of telling that railway network is long-term.
Concrete, the feature of the core net call detailed recorded data of the equipment collection of data acquisition and assessment is:
The record of a, many interfaces composite structure event level, comprises the total interface signaling data information of a user speech communication service/Network, and according to this total interface signaling data information, carrying out deep use house type is analysis, builds model, problem analysis.
The equipment of b, data acquisition and assessment is analyzed total interface signaling data information according to event type, and this event type at least comprises: circuit domain type and packet domain type.
Here as shown in table 1, circuit domain type at least comprises 14 class logouts, specifically as shown in table 1:
Table 1
| Comprehensive ticket | Paging logout |
| A/Iu mouth call record | Addressing logout |
| MAP dialog events record | Station to station call event |
| Logout is upgraded in position | Intelligent network business trigger records |
| Handover event record | Short message event record |
| Encrypted event record | Supplementary service change record |
| Take family identified event record | Authentication things record |
Here as shown in table 2, packet domain type at least comprises 15 class logouts, specifically as shown in table 2:
Table 2
| PDP activates logout | Multimedia message event record |
| Adhere to logout | RAB assignment logout |
| Authority event record | Routing Area Update logout |
| Browsing event record | Security classes logout |
| Deexcitation logout | Server request event record |
| Attachment removal logout | SRNS relocation event record |
| FTP download event record | User face data record |
| Mail record | ? |
Wherein, the equipment of data acquisition and assessment gathers and analyzes the initial data that obtains user's data in high ferro cell list along the line according to the event of circuit domain type and packet domain type.
The equipment of c, data acquisition and assessment is analyzed switching construction event according to field type.
The equipment of data acquisition here and assessment is combined multiword section according to switching construction logout and is carried out the Conjoint Analysis of various dimensions, solves single means or the insoluble problem of data mapping in the past, as single-pass link/time slot.Wherein, this switching construction logout comprise switch user's international mobile subscriber identity IMSI(international mobile subscriber identity), international mobile equipment identification number IMEI(International Mobile Equipment Identification Number), switch time of origin and start-stop community.
The equipment of d, data acquisition and assessment is analyzed according to the user's communication event type in different core network call detailed recorded data.
For example, for the paging black hole under same high ferro scene, at least by conjunction with paging, position, upgrade and call record in the dissimilar structuring event log data of combination that forms of at least one or at least two groups carry out association analysis, thereby the experience sense of being more effectively close to the users is pinpointed the problems.
The information field of e, each subscriber equipment and terminal equipment.
Here by combination comprise a large amount of IMSI national mobile user identification MSISDN(National Mobile Subscriber Identification) international mobile equipment identity software IMSISV(International Mobile Equipment Identity Software Version) etc. user and end message field, convenience navigates to user in conjunction with particular problem and terminal dimension is analyzed, and has solved the problem of the indeterminable mass data in traditional data source by user side and terminal processes.
102, the core net call detailed recorded data after the collection of the device separates of data acquisition and assessment, obtains high ferro user list.
Here the principle of the core net call detailed recorded data after separated collection is: the same IMSI user (as Beijing-Shanghai circuit, simultaneously appearing at the user in Beijing, Nanjing, Shanghai) who appears at (high ferro is running time completely) on the same day N different location in the same time period.Wherein this separation principle mainly the core net call detailed recorded data based on high ferro community along the line screen, got rid of the possibility of user's airplane.
Wherein for the treatment of the core net call detailed recorded data after separation collection, obtaining high ferro user list can complete by a disjunctive model, user IMSI Information generation in the core net call detailed recorded data record data that this disjunctive model gathers according to high ferro community along the line, screens for the core net call detailed recorded data of high ferro community along the line.
User data in concrete separated this high ferro cell list along the line can be:
Beijing-Shanghai express railway: the user who appears on the same day Beijing-Shandong-Jiangsu in 6 hours;
The wide high ferro in capital: the user who appears on the same day Beijing-Henan-Guangdong in 12 hours;
Beijing-Tianjin high ferro: the user who appears on the same day Beijing-Tianjin in 1 hour;
Zheng Xi high ferro: the user who appears on the same day Zhengzhou-Xi'an in 4 hours;
Harbin-to-Dalian high ferro: the user who appears on the same day Heilungkiang-Dalian in 6 hours.
Here by the A/Iu call record in table 1 and position, upgrade the core net call detailed recorded data that logout gathers the user in high ferro cell list along the line, and according to high ferro each user's along the line IMSI information structure disjunctive model, and then obtain high ferro user list according to the core net call detailed recorded data after the separated collection of above-mentioned separation principle.
103, data acquisition analyzes according to business evaluation criteria the core net call detailed recorded data that high ferro user list is corresponding with the equipment of assessment, generates the assessment result of high ferro traffic quality of service and network servicequality.
Wherein, business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities.
Here under high-speed railway scene the concrete evaluation criteria of customer service quality according to this high ferro user data of combinatory analysis of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities.
Concrete, data acquisition analyzes according to business evaluation criteria the core net call detailed recorded data that high ferro user list is corresponding with the equipment of assessment, and generates the assessment result of the core net call detailed recorded data that high ferro user list is corresponding, comprising:
A, the data acquisition core net call detailed recorded data corresponding according to the index analysis high ferro user list of circuit domain business with the equipment of assessment.
Wherein, the index of circuit domain business at least comprises: at least one or at least two kinds of compositions in mobility, access property, retentivity, integrality, general access procedure.
Specific targets are as shown in table 3:
Table 3
In the table shown in table 3, it is the index analysis high ferro user data with circuit domain business, according to the index analysis of circuit domain business, obtain at whole piece high ferro working line with in running time, the actual service condition of high ferro user speech business and Network, and then improve the whole network high ferro user speech/data service and network of relation quality provides important references for the later stage.
B, the data acquisition core net call detailed recorded data corresponding according to the index analysis high ferro user list of packet switch domain service with the equipment of assessment.
Wherein, the index of packet switch domain service at least comprises: at least one or at least two kinds of compositions in access property, retentivity and user's face.
Specific targets are as shown in table 4:
Table 4
C, the data acquisition core net call detailed recorded data corresponding according to the index analysis high ferro user list of user behavior and terminal capabilities with the equipment of assessment.
Wherein, the index of user behavior and terminal capabilities at least comprises: service class and terminal class.
Specific targets are as shown in table 5:
Table 5
104, the equipment of data acquisition and assessment generates assessment Optimizing Suggestions according to assessment result.
Wherein, the equipment of data acquisition and assessment generates assessment Optimizing Suggestions according to assessment result, comprising:
The equipment of a, data acquisition and assessment is proofreaied and correct business evaluation criteria according to the assessment Optimizing Suggestions generating.
B, data acquisition reanalyse according to the business evaluation criteria after proofreading and correct the core net call detailed recorded data that high ferro user list is corresponding with the equipment of assessment.
By the business evaluation criteria after proofreading and correct, again core net call detailed recorded data corresponding to high ferro user list analyzed, so that the high ferro user data precision after analyzing improves.
C, data acquisition generate new assessment Optimizing Suggestions with the equipment of assessment according to core net call detailed recorded data corresponding to the high ferro user list after reanalysing.
According to the high ferro user data after reanalysing, generate new assessment Optimizing Suggestions, make accurately comprehensively user speech/the data service of the whole network high ferro and network of relation quality to be assessed, and then provide important references for high ferro networking along the line and quality optimization.
The data acquisition that the embodiment of the present invention provides and the method for assessment, gather the user data in high ferro cell list along the line, by the user data in separated this high ferro cell list along the line, obtain high ferro user data, and at least with the business evaluation criteria of the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities, analyze this high ferro user data and generate the assessment Optimizing Suggestions that promotes networking.Thereby by the user speech/data service of the whole network high ferro and network of relation quality is evaluated as high ferro networking along the line and quality optimization provides important references.
Parameter in the list of mentioning in the embodiment of the present invention is only as the criterion to realize above-mentioned arbitrary data acquisition that embodiments of the invention are provided and the method for assessment, does not do concrete restriction.
Embodiments of the invention provide the equipment 2 of a kind of data acquisition and assessment, and the equipment 2 of this data acquisition and assessment is as the criterion with above-mentioned arbitrary data acquisition that can realize embodiments of the invention and provided and the method for assessment, shown in Fig. 2, comprising:
Collecting unit 21, for gathering high ferro cell list along the line, gathers the core net call detailed recorded data of user in cell list according to cell list;
Separative element 22, the core net call detailed recorded data after gathering for separating of collecting unit, obtains high ferro user list;
Analysis and assessment unit 23, for the core net call detailed recorded data corresponding according to the high ferro user list of business evaluation criteria Analyze & separate unit separation, the assessment result that generates high ferro traffic quality of service and network servicequality, this business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities;
Output unit 24, generates assessment Optimizing Suggestions for the assessment result generating according to analysis and assessment unit.
The data acquisition that the embodiment of the present invention provides and the equipment of assessment, gather the user data in high ferro cell list along the line, by the user data in separated this high ferro cell list along the line, obtain high ferro user data, and at least with the business evaluation criteria of the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities, analyze this high ferro user data and generate the assessment Optimizing Suggestions that promotes networking.Thereby by the user speech/data service of the whole network high ferro and network of relation quality is evaluated as high ferro networking along the line and quality optimization provides important references.
Optionally, collecting unit 21, specifically for: gather whole signaling interface information that in high ferro cell list along the line, user network event occurs, by gathering the synthetic core net call detailed recorded data of signaling interface information.
Optionally, separative element 22, specifically for: by disjunctive model, according to the international mobile subscriber identity IMSI information of subscriber equipment in high ferro community along the line, user data in high ferro cell list along the line is distinguished, this disjunctive model is the data model of the IMSI information structure in the core net call detailed recorded data gathering according to high ferro community along the line.
Optionally, analysis and assessment unit 23, specifically for the core net call detailed recorded data corresponding according to the index analysis high ferro user list of circuit domain business, the index of this circuit domain business at least comprises: at least one or at least two kinds of compositions in mobility, access property, retentivity, integrality, general access procedure;
The core net call detailed recorded data corresponding according to the index analysis high ferro user list of packet switch domain service, the index of this packet switch domain service at least comprises: at least one or at least two kinds of compositions in access property, retentivity and user's face;
The core net call detailed recorded data corresponding according to the index analysis high ferro user list of user behavior and terminal capabilities, the index of this user behavior and terminal capabilities at least comprises: service class and terminal class.
Optionally, output unit 24, specifically for: according to the assessment Optimizing Suggestions generating, proofread and correct business evaluation criteria; According to the business evaluation criteria after proofreading and correct, reanalyse the core net call detailed recorded data that high ferro user list is corresponding; According to core net call detailed recorded data corresponding to the high ferro user list after reanalysing, generate new assessment Optimizing Suggestions.
The data acquisition that the embodiment of the present invention provides and the equipment of assessment, gather the user data in high ferro cell list along the line, by the user data in separated this high ferro cell list along the line, obtain high ferro user data, and with the business evaluation criteria of the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities, analyze this high ferro user data and generate the assessment Optimizing Suggestions that promotes networking.Thereby by the user speech/data service of the whole network high ferro and network of relation quality is evaluated as high ferro networking along the line and quality optimization provides important references.
The above; be only the specific embodiment of the present invention, but protection scope of the present invention is not limited to this, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; can expect easily changing or replacing, within all should being encompassed in protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion by the described protection range with claim.
Claims (10)
1. a method for data acquisition and assessment, is characterized in that, comprising:
Gather high ferro cell list along the line, according to described cell list, gather the core net call detailed recorded data of user in described cell list;
Described core net call detailed recorded data after separated collection, obtains high ferro user list;
According to business evaluation criteria, analyze the core net call detailed recorded data that described high ferro user list is corresponding, the assessment result that generates high ferro traffic quality of service and network servicequality, described business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities;
According to described assessment result, generate assessment Optimizing Suggestions.
2. method according to claim 1, is characterized in that, described collection high ferro cell list along the line gathers the core net call detailed recorded data of user in described cell list according to described cell list, comprising:
Gather whole signaling interface information that in described high ferro cell list along the line, user network event occurs, by gathering the synthetic described core net call detailed recorded data of described signaling interface information.
3. method according to claim 1, is characterized in that, the described core net call detailed recorded data after described separated collection, obtains high ferro user list, comprising:
By disjunctive model, according to the international mobile subscriber identity IMSI information of subscriber equipment in high ferro community along the line, user data in described high ferro cell list along the line is distinguished, described disjunctive model is the data model of the IMSI information structure in the core net call detailed recorded data gathering according to high ferro community along the line.
4. method according to claim 1, is characterized in that, describedly according to business evaluation criteria, analyzes the core net call detailed recorded data that described high ferro user list is corresponding, generates the assessment result of high ferro traffic quality of service and network servicequality, comprising:
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described circuit domain business, the index of described circuit domain business at least comprises: at least one or at least two kinds of compositions in mobility, access property, retentivity, integrality, general access procedure;
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described packet switch domain service, the index of described packet switch domain service at least comprises: at least one or at least two kinds of compositions in access property, retentivity and user's face;
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described user behavior and terminal capabilities, the index of described user behavior and terminal capabilities at least comprises: service class and terminal class.
5. according to the method described in claim 1 or 4, it is characterized in that, described according to described assessment result generation assessment Optimizing Suggestions, comprising:
According to the described assessment Optimizing Suggestions generating, proofread and correct described business evaluation criteria;
According to the business evaluation criteria after proofreading and correct, reanalyse the core net call detailed recorded data that described high ferro user list is corresponding;
According to core net call detailed recorded data corresponding to the high ferro user list after reanalysing, generate new assessment Optimizing Suggestions.
6. an equipment for data acquisition and assessment, is characterized in that, comprising:
Collecting unit, for gathering high ferro cell list along the line, gathers the core net call detailed recorded data of user in described cell list according to described cell list;
Separative element, the described core net call detailed recorded data after gathering for separating of described collecting unit, obtains high ferro user list;
Analysis and assessment unit, for analyze the core net call detailed recorded data corresponding to described high ferro user list of described separative element separation according to business evaluation criteria, the assessment result that generates high ferro traffic quality of service and network servicequality, described business evaluation criteria at least comprises: the combination of at least one or at least two kinds in circuit domain business, packet switch domain service, user behavior and terminal capabilities;
Output unit, generates assessment Optimizing Suggestions for the described assessment result generating according to described analysis and assessment unit.
7. the equipment of data acquisition according to claim 6 and assessment, is characterized in that, described collecting unit, specifically for:
Gather whole signaling interface information that in described high ferro cell list along the line, user network event occurs, by gathering the synthetic described core net call detailed recorded data of described signaling interface information.
8. the equipment of data acquisition according to claim 6 and assessment, is characterized in that, described separative element, specifically for:
By disjunctive model, according to the international mobile subscriber identity IMSI information of subscriber equipment in high ferro community along the line, user data in described high ferro cell list along the line is distinguished, described disjunctive model is the data model of the IMSI information structure in the core net call detailed recorded data gathering according to high ferro community along the line.
9. the equipment of data acquisition according to claim 6 and assessment, is characterized in that, described analysis and assessment unit, specifically for:
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described circuit domain business, the index of described circuit domain business at least comprises: at least one or at least two kinds of compositions in mobility, access property, retentivity, integrality, general access procedure;
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described packet switch domain service, the index of described packet switch domain service at least comprises: at least one or at least two kinds of compositions in access property, retentivity and user's face;
The core net call detailed recorded data corresponding according to high ferro user list described in the index analysis of described user behavior and terminal capabilities, the index of described user behavior and terminal capabilities at least comprises: service class and terminal class.
10. according to the equipment of the data acquisition described in claim 5 or 9 and assessment, it is characterized in that, described output unit, specifically for:
According to the described assessment Optimizing Suggestions generating, proofread and correct described business evaluation criteria;
According to the business evaluation criteria after proofreading and correct, reanalyse the core net call detailed recorded data that described high ferro user list is corresponding;
According to core net call detailed recorded data corresponding to the high ferro user list after reanalysing, generate new assessment Optimizing Suggestions.
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