CN109933583A - A kind of passenger flow statistics and objective group's portrait analysis method and system - Google Patents
A kind of passenger flow statistics and objective group's portrait analysis method and system Download PDFInfo
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- CN109933583A CN109933583A CN201910227935.6A CN201910227935A CN109933583A CN 109933583 A CN109933583 A CN 109933583A CN 201910227935 A CN201910227935 A CN 201910227935A CN 109933583 A CN109933583 A CN 109933583A
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Abstract
The invention discloses a kind of passenger flow statistics and objective group's portrait analysis methods and system, belong to tourist industry data statistics technical field.Passenger flow statistics of the invention and objective group's portrait analysis method, this method is based on cell phone application, acquire hand-held data in mobile phone, pass through data cleansing, processing, analysis, the passenger flow for excavating forming region and objective group's information, pretreatment is carried out to the passenger flow information of acquisition and obtains pretreatment passenger flow information, passenger flow basic data is calculated according to pretreatment passenger flow information, according to corresponding model, counts passenger flow data and analysis tourist's portrait.The passenger flow statistics of the invention and objective group's portrait analysis method can provide aid decision for management of passenger flow, while provide efficient emergency service for scenic spot, avoid the property even human loss of tourist, have good application value.
Description
Technical field
The present invention relates to tourist industry data statistics technical fields, specifically provide a kind of passenger flow statistics and objective group's portrait analysis side
Method and system.
Background technique
With being constantly progressive for society, social economy's rapid development, people's lives level is greatly increased.
People not only pursue and have enough to eat and wear at this stage, also increasingly pursue the quality of life.Tourism can make a people more broaden one's outlook,
Loosen mood, brings more enjoyment to life, tourism development is getting faster.It unites to the volume of the flow of passengers of tourist attraction
Meter, has great importance to the development of tourist industry.Traditional passenger flow data acquisition is often carried out using sample investigation mode, is led to
It crosses in certain time and randomly selects certain sample data to a certain specific region, the statistics of information is carried out to sample cases, is adjusted
It grinds, in conjunction with basic datas such as accounting of the sample in total amount, extrapolates passenger flow data information.The passenger flow number that such mode counts
It draws a portrait according to, tourist and there is very big deviation and uncertainty.
It is supported with mass users, China has become global mobile Internet market.It is mobile using cell phone application as platform
Numerous traditional industries have been overturned in internet, and current foundation hot spot, none is not using cell phone application as platform.It is mobile to use
The rapidly growth of amount amount, China mobile user already exceed 900,000,000 big markets.Currently, each mobile phone user of China, cell phone application
Quantity average more than ten.As mobile terminal APP installation rises year by year per capita in recent years, the field of cell phone application is utilized
It is more and more, there has also been more application in terms of the passenger flow data statistics of tourism industry, statistics passenger flow that can be more scientific
Data, accurately analysis tourist portrait.
Summary of the invention
Technical assignment of the invention is in view of the above problems, to provide one kind and can provide auxiliary for management of passenger flow and determine
Plan, while efficient emergency service is provided for scenic spot, avoid the property even passenger flow statistics of human loss of tourist and objective group from drawing
As analysis method.
The further technical assignment of the present invention is to provide a kind of passenger flow statistics and objective group's portrait analysis system.
To achieve the above object, the present invention provides the following technical scheme that
A kind of passenger flow statistics and objective group's portrait analysis method, this method are based on cell phone application, and the hand-held data in mobile phone of acquisition leads to
Data cleansing, processing, analysis, the passenger flow for excavating forming region and objective group's information are crossed, the passenger flow information of acquisition is pre-processed
Pretreatment passenger flow information is obtained, passenger flow basic data is calculated according to pretreatment passenger flow information, according to corresponding model, counts passenger flow
Data and analysis tourist's portrait.
The passenger flow statistics and objective group's portrait analysis method, pass through passenger flow statistics and objective group's portrait analysis system is completed, visitor
Stream statistics and objective group draw a portrait analysis include data acquisition module, data extraction module, data processing module, data analysis module and
As a result display module.It acquires the hand-held data in mobile phone of each certain area respectively using several data acquisition modules, and passes through number
According to cleaning, processing, analysis, the passenger flow for excavating forming region, objective group's information.The passenger flow information that data acquisition module obtains is carried out
Pretreatment, to obtain pretreatment passenger flow information.Data processing module calculates passenger flow base according to the pretreatment passenger flow information of acquisition
Plinth data.The passenger flow basic data and correlation that data analysis module is obtained according to data processing module correspond to model, statistics visitor
Flow data, analysis tourist's portrait.As a result display module utilizes computer graphics and image processing techniques, converts the data into figure
Shape or image are shown on the screen, interact processing, are carried out visualization to passenger flow data and tourist's portrait and are showed.The party
Method can the automatic collection given area volume of the flow of passengers and tourist's portrait, analyze for entire urban passenger flow management, tourist and auxiliary is provided determines
Plan provides efficient emergency service for scenic spot, avoids the property even human loss of tourist.
Preferably, this method specifically includes the following steps:
S1, data acquisition: hand-held data in mobile phone is acquired；
S2, data are extracted: being extracted using big data technology to collected data；
S3, data processing: data cleansing, data mining are carried out to the initial data of extraction；
S4, data analysis: based on obtain passenger flow data, user information, establish model, analyze tourist information；
S5, result are shown: being shown port, visualized to analysis result.
Preferably, data acquisition is based on hadoop technology.
Preferably, data analysis uses clustering and association analysis.
Preferably, data analysis process analyzes gender, age, the consumption information of tourist.
It is shown preferably, the result is shown using visualized map, heating power distribution map and line chart.
A kind of passenger flow statistics and objective group draw a portrait analysis system, which comprises the following modules:
Data acquisition module: for being acquired to hand-held data in mobile phone；
Data extraction module: for being extracted to collected data；
Data processing module: for carrying out data cleansing, data mining to the initial data of extraction；
Data analysis module: according to based on obtain passenger flow data, user information, establish model, analyze tourist information；
As a result display module: for showing port, analysis result is visualized.
Analysis system completion is drawn a portrait to passenger flow statistics and objective group's portrait analysis by the passenger flow statistics and objective group.Detailed process
Are as follows: it acquires the hand-held data in mobile phone of each certain area respectively using several data acquisition modules, and passes through data cleansing, place
Reason, analysis, the passenger flow for excavating forming region, objective group's information.The passenger flow information obtained to data acquisition module pre-processes, with
Obtain pretreatment passenger flow information.Data processing module calculates passenger flow basic data according to the pretreatment passenger flow information of acquisition.Number
The passenger flow basic data and related corresponding model, statistics passenger flow data obtained according to analysis module according to data processing module is divided
Analyse tourist's portrait.As a result display module utilizes computer graphics and image processing techniques, converts the data into figure or image
It shows on the screen, interacts processing, visualization is carried out to passenger flow data and tourist's portrait and is showed.
Hand-held data in mobile phone is acquired preferably, the data acquisition module is based on hadoop technology.
Preferably, the data extraction module extracts collected data using big data technology；Data point
Analysis module analyzes the gender of tourist, age, consumption information data using clustering and association analysis.
Preferably, the result display module is using visualized map, heating power distribution map and line chart to passenger flow data
It is shown with tourist's portrait.
Compared with prior art, passenger flow statistics of the invention and objective group draw a portrait analysis method with beneficial effect following prominent
Fruit: the passenger flow statistics and objective group draw a portrait analysis method by means of collected user data used for mobile phone terminal, and automatic collection is set
The region volume of the flow of passengers and tourist's portrait, to dredge the stream of people, precision marketing, most rationalize ground applied field by the statistical model of science
Ground resource.Reduce operation difficulty, comprehensive save the cost.And tourist's portrait can accurately be analyzed, it is entire urban passenger flow management, trip
Visitor's analysis provides aid decision, provides efficient emergency service for scenic spot, avoids the property even human loss of tourist.
Detailed description of the invention
Fig. 1 is the flow chart of passenger flow statistics of the present invention and objective group's portrait analysis method.
Specific embodiment
Below in conjunction with drawings and examples, draw a portrait analysis method to passenger flow statistics of the invention and objective group and system make into
One step is described in detail.
Embodiment
The analysis method as shown in Figure 1, passenger flow statistics of the invention and objective group draw a portrait, this method are based on cell phone application, acquire hand
Data in mobile phone is held, by data cleansing, processing, analysis, the passenger flow for excavating forming region and objective group's information, the passenger flow of acquisition is believed
Breath carries out pretreatment and obtains pretreatment passenger flow information, passenger flow basic data is calculated according to pretreatment passenger flow information, according to corresponding
Model counts passenger flow data and analysis tourist's portrait.
Specifically includes the following steps:
S1, data acquisition: hand-held data in mobile phone is acquired.
The data acquisition is based on hadoop technology.
Acquire the hand-held data in mobile phone of certain area respectively by several data acquisition modules.
S2, data are extracted: being extracted using big data technology to collected data.
Collected data are extracted using big data technology, facilitates and subsequent processing and data point is carried out to data
Analysis.
S3, data processing: data cleansing, data mining are carried out to the initial data of extraction.
According to pretreated passenger flow information, passenger flow basic data is calculated.
S4, data analysis: based on obtain passenger flow data, user information, establish model, analyze tourist information.
Data analysis uses clustering and association analysis, and the passenger flow data analyzed, user information establish model,
Analyze the correlation attribute informations such as gender, age, the consumption of tourist.
S5, result are shown: being shown port, visualized to analysis result.
As a result it shows and uses visualized map, heating power distribution map and line chart, vivid, lively draws a portrait passenger flow, tourist
As a result front end is showed.
The passenger flow statistics and objective group's portrait analysis method, pass through passenger flow statistics and objective group's portrait analysis system is completed, passenger flow
It includes data acquisition module, data extraction module, data processing module, data analysis module and knot that statistics and objective group, which draw a portrait and analyze,
Fruit display module.It acquires the hand-held data in mobile phone of each certain area respectively using several data acquisition modules, and passes through data
Cleaning, processing, analysis, the passenger flow for excavating forming region, objective group's information.The passenger flow information that data acquisition module obtains is carried out pre-
Processing, to obtain pretreatment passenger flow information.Data processing module calculates passenger flow basis according to the pretreatment passenger flow information of acquisition
Data.The passenger flow basic data and correlation that data analysis module is obtained according to data processing module correspond to model, count passenger flow
Data, analysis tourist's portrait.As a result display module utilizes computer graphics and image processing techniques, converts the data into figure
Or image is shown on the screen, interacts processing, is carried out visualization to passenger flow data and tourist's portrait and is showed.This method
Can the automatic collection given area volume of the flow of passengers and tourist portrait, for entire urban passenger flow management, tourist analyze aid decision is provided,
Efficient emergency service is provided for scenic spot, avoids the property even human loss of tourist.
Passenger flow statistics and objective group's portrait analysis system, the system of the invention comprise the following modules:
Data acquisition module: for being acquired to hand-held data in mobile phone.
Data extraction module: for being extracted to collected data.
Data processing module: for carrying out data cleansing, data mining to the initial data of extraction.
Data analysis module: according to based on obtain passenger flow data, user information, establish model, analyze tourist information.
As a result display module: for showing port, analysis result is visualized.
Data acquisition module is based on hadoop technology and is acquired to hand-held data in mobile phone.
Data extraction module extracts collected data using big data technology.
Data analysis module carries out the gender of tourist, age, consumption information data using clustering and association analysis
Analysis.
As a result display module is drawn a portrait to passenger flow data and tourist using visualized map, heating power distribution map and line chart and is carried out
It shows.
Analysis system completion is drawn a portrait to passenger flow statistics and objective group's portrait analysis by the passenger flow statistics and objective group.Detailed process
Are as follows: it acquires the hand-held data in mobile phone of each certain area respectively using several data acquisition modules, and passes through data cleansing, place
Reason, analysis, the passenger flow for excavating forming region, objective group's information.The passenger flow information obtained to data acquisition module pre-processes, with
Obtain pretreatment passenger flow information.Data processing module calculates passenger flow basic data according to the pretreatment passenger flow information of acquisition.Number
The passenger flow basic data and related corresponding model, statistics passenger flow data obtained according to analysis module according to data processing module is divided
Analyse tourist's portrait.As a result display module utilizes computer graphics and image processing techniques, converts the data into figure or image
It shows on the screen, interacts processing, visualization is carried out to passenger flow data and tourist's portrait and is showed.
Embodiment described above, the only present invention more preferably specific embodiment, those skilled in the art is at this
The usual variations and alternatives carried out within the scope of inventive technique scheme should be all included within the scope of the present invention.
Claims (10)
- The analysis method 1. a kind of passenger flow statistics and objective group draw a portrait, it is characterised in that: this method is based on cell phone application, acquires hand-held hand Machine data, by data cleansing, processing, analysis, the passenger flow for excavating forming region and objective group's information, to the passenger flow information of acquisition into It goes to pre-process and obtains pretreatment passenger flow information, passenger flow basic data is calculated according to pretreatment passenger flow information, foundation corresponds to model, Count passenger flow data and analysis tourist's portrait.
- The analysis method 2. passenger flow statistics according to claim 1 and objective group draw a portrait, it is characterised in that: this method specifically includes Following steps:S1, data acquisition: hand-held data in mobile phone is acquired；S2, data are extracted: being extracted using big data technology to collected data；S3, data processing: data cleansing, data mining are carried out to the initial data of extraction；S4, data analysis: based on obtain passenger flow data, user information, establish model, analyze tourist information；S5, result are shown: being shown port, visualized to analysis result.
- The analysis method 3. passenger flow statistics according to claim 2 and objective group draw a portrait, it is characterised in that: data acquisition base In hadoop technology.
- The analysis method 4. passenger flow statistics according to claim 3 and objective group draw a portrait, it is characterised in that: data analysis is using poly- Alanysis and association analysis.
- The analysis method 5. passenger flow statistics according to claim 4 and objective group draw a portrait, it is characterised in that: data analysis process comes Analyze gender, age, the consumption information of tourist.
- The analysis method 6. passenger flow statistics according to claim 5 and objective group draw a portrait, it is characterised in that: the result displaying is adopted It is shown with visualized map, heating power distribution map and line chart.
- The analysis system 7. a kind of passenger flow statistics and objective group draw a portrait, it is characterised in that: the system comprises the following modules:Data acquisition module: for being acquired to hand-held data in mobile phone；Data extraction module: for being extracted to collected data；Data processing module: for carrying out data cleansing, data mining to the initial data of extraction；Data analysis module: according to based on obtain passenger flow data, user information, establish model, analyze tourist information；As a result display module: for showing port, analysis result is visualized.
- The analysis system 8. passenger flow statistics according to claim 7 and objective group draw a portrait, it is characterised in that: the data acquisition module Block is based on hadoop technology and is acquired to hand-held data in mobile phone.
- The analysis system 9. passenger flow statistics according to claim 7 or 8 and objective group draw a portrait, it is characterised in that: the data mention Modulus block extracts collected data using big data technology；Data analysis module uses clustering and association analysis The gender of tourist, age, consumption information data are analyzed.
- The analysis system 10. passenger flow statistics according to claim 9 and objective group draw a portrait, it is characterised in that: the result is shown Module is shown passenger flow data and tourist's portrait using visualized map, heating power distribution map and line chart.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111028012A (en) * | 2019-12-10 | 2020-04-17 | 浙江力石科技股份有限公司 | Scenic spot passenger group positioning method, system and device and storage medium thereof |
| CN112989143A (en) * | 2021-04-12 | 2021-06-18 | 上海交通大学 | Guest group insights method based on geohash address coding |
| CN113516500A (en) * | 2021-04-23 | 2021-10-19 | 深圳市威斯登信息科技有限公司 | Implementation method and system based on big data business and travel operation platform |
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| CN106022643A (en) * | 2016-06-06 | 2016-10-12 | 北京智旅科技有限公司 | Scenic spot tourist data analysis system |
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| US8190475B1 (en) * | 2007-09-05 | 2012-05-29 | Google Inc. | Visitor profile modeling |
| CN104899602A (en) * | 2015-06-03 | 2015-09-09 | 江苏马上游科技股份有限公司 | User cluster analysis system based on K-means algorithm |
| CN106022643A (en) * | 2016-06-06 | 2016-10-12 | 北京智旅科技有限公司 | Scenic spot tourist data analysis system |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111028012A (en) * | 2019-12-10 | 2020-04-17 | 浙江力石科技股份有限公司 | Scenic spot passenger group positioning method, system and device and storage medium thereof |
| CN111028012B (en) * | 2019-12-10 | 2023-04-21 | 浙江力石科技股份有限公司 | Scenic spot guest group positioning method, system, device and storage medium thereof |
| CN112989143A (en) * | 2021-04-12 | 2021-06-18 | 上海交通大学 | Guest group insights method based on geohash address coding |
| CN113516500A (en) * | 2021-04-23 | 2021-10-19 | 深圳市威斯登信息科技有限公司 | Implementation method and system based on big data business and travel operation platform |
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Application publication date: 20190625 |
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