CN110493722A - The method, apparatus and computer equipment of offer Weather information based on data analysis - Google Patents

The method, apparatus and computer equipment of offer Weather information based on data analysis Download PDF

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Publication number
CN110493722A
CN110493722A CN201910651463.7A CN201910651463A CN110493722A CN 110493722 A CN110493722 A CN 110493722A CN 201910651463 A CN201910651463 A CN 201910651463A CN 110493722 A CN110493722 A CN 110493722A
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China
Prior art keywords
weather
mobile terminal
weather information
region
current time
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Inventor
戴广宇
杨晟
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Ping An Technology Shenzhen Co Ltd
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Ping An Technology Shenzhen Co Ltd
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Priority to CN201910651463.7A priority Critical patent/CN110493722A/en
Publication of CN110493722A publication Critical patent/CN110493722A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9537Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/958Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72448User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
    • H04M1/72454User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/02Services making use of location information
    • H04W4/021Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Environmental & Geological Engineering (AREA)
  • Human Computer Interaction (AREA)
  • Telephonic Communication Services (AREA)

Abstract

This application discloses method, apparatus, computer equipment and the storage mediums of a kind of offer Weather information based on data analysis, the described method includes: the maximum variation of weather data is greater than the region of first threshold in the first specified time after obtaining current time;In the second specified time before acquisition current time, position location is in the mobile terminal in the region;Judgment rule is needed according to preset weather, judges whether the mobile terminal there are the needs for receiving Weather information;If the mobile terminal has the needs for receiving Weather information, then after the current time and before the maximum variation of the weather data is greater than the time point of first threshold, actively Weather information of the region within the first specified time after current time is sent to the mobile terminal, to accurately to destination mobile terminal active transmission Weather information, it avoids information waste and accidentally sends out, help to improve user experience.

Description

The method, apparatus and computer equipment of offer Weather information based on data analysis
Technical field
This application involves computer field is arrived, a kind of side of offer Weather information based on data analysis is especially related to Method, device, computer equipment and storage medium.
Background technique
Weather information is the information that people's working trip needs to pay close attention to, and anticipated that the weather in future is believed by weather forecast Breath, so that corresponding prevention work can be made according to the Weather information of precognition.Such as precognition will have heavy rain tomorrow, then there is trip It is necessary to prepare rain gear in advance by the people needed;Precognition will have violent typhoon tomorrow, then the unessential outer trip that tomorrow is estimated Progress can be cancelled or be changed the date to journey.But at present for the acquisition of Weather information, generally require people spontaneously subscribe to or It is access Weather information oracle, to obtain Weather information.Such Weather information acquisition modes are using people as information The initiator of acquisition, it has not been convenient to operate, and be possible to lead to work plan after people forget to inquire Weather information or go out Row plan is affected.Therefore the prior art is lack of pertinence the technical solution of ground, active transmission Weather information.
Summary of the invention
The main purpose of the application be provide it is a kind of based on data analysis the method, apparatus that Weather information is provided, calculate Machine equipment and storage medium, it is intended to accurately to destination mobile terminal active transmission Weather information, avoids information waste and accidentally send out, Help to improve user experience.
In order to achieve the above-mentioned object of the invention, a kind of method that the application proposes offer Weather information based on data analysis, The following steps are included:
In the first specified time after acquisition current time, the maximum variation of weather data is greater than the ground of first threshold Domain;
In the second specified time before acquisition current time, position location is in the mobile terminal in the region;
Judgment rule is needed according to preset weather, judges whether the mobile terminal there are the needs for receiving Weather information;
If the mobile terminal there are the needs for receiving Weather information, first of the region after current time is obtained The maximum variation of Weather information and the weather data in specified time is greater than the time point of first threshold, and described current After time and before the maximum variation of the weather data is greater than the time point of first threshold, actively to the mobile terminal Send Weather information of the region within the first specified time after current time.
Further, in the first specified time after the acquisition current time, the maximum variation of weather data is greater than The step of region of first threshold, comprising:
It is sent to the server for providing weather forecast, the weather data in the first specified time after current time obtains Request;
Receive what the server for providing weather forecast was sent, the weather in the first specified time after current time Data;
In the weather data in the first specified time after the current time, it is minimum to filter out highest temperature value- Temperature value is greater than the region of preset first temperature threshold value, and the maximum variation for being denoted as weather data is greater than the region of first threshold.
Further, in the second specified time before the acquisition current time, position location is in the region The step of interior mobile terminal, include:
The position location acquisition request in the second specified time before sending from current time to mobile terminal;
Receive position location in the second specified time before the current time that the mobile terminal is sent;
Judge whether position location is in the region in the second specified time before the current time;
If being in the region, the mobile terminal is acquired.
Further, described that judgment rule is needed according to preset weather, judge whether the mobile terminal has reception day The step of needs of gas information, comprising:
Obtain the network activity record of the mobile terminal;
Weather access record is extracted from network activity record;
Whether the number or per day number for judging the weather access record are more than preset weather access record threshold Value;
If the number or per day number of the weather access record are more than preset weather access record threshold value, sentence Whether the fixed mobile terminal has the needs for receiving Weather information.
Further, described that judgment rule is needed according to preset weather, judge whether the mobile terminal has reception day The step of needs of gas information, comprising:
Call in the mobile terminal preset Weather information label in associated software;
Judge whether the Weather information label is to need to receive Weather information;
If the Weather information label is to need to receive Weather information, determine that the mobile terminal has reception Weather information Needs.
Further, if the mobile terminal there are the needs for receiving Weather information, the region is obtained current The maximum variation of the Weather information and the weather data in the first specified time after time is greater than the time of first threshold Point, and after the current time and before the maximum variation of the weather data is greater than the time point of first threshold, it is main Mobile terminal described in trend sends the step of Weather information of the region within the first specified time after current time, packet It includes:
If the mobile terminal there are the needs for receiving Weather information, first of the region after current time is obtained Weather information in specified time, and it is true according to Weather information of the region within the first specified time after current time Highest temperature difference-same day lowest temperature difference in settled day is greater than the date of preset second temperature threshold value;
Lowest temperature difference on the day of the highest temperature difference-on the day of described be greater than preset second temperature threshold value date it In the preceding predetermined time, the region actively is sent within the first specified time after current time to the mobile terminal Weather information.
Further, described that judgment rule is needed according to preset weather, judge whether the mobile terminal has reception day Gas information the step of needs after, comprising:
If the mobile terminal does not receive the needs of Weather information, judge the region after the current time The first specified time in Weather information whether there is in preset extreme weather table;
If it exists in preset extreme weather table, then first specified time of the region after current time is obtained The maximum variation of interior Weather information and the weather data is greater than the time point of first threshold, and after the current time And before the maximum variation of the weather data is greater than the time point of first threshold, actively to described in mobile terminal transmission Weather information of the region within the first specified time after current time.
The application provides a kind of device of offer Weather information based on data analysis, comprising:
Region acquiring unit, for obtaining in the first specified time after current time, the maximum variation of weather data Greater than the region of first threshold;
Mobile terminal acquisition unit, for acquiring in the second specified time before current time, position location is in Mobile terminal in the region;
Weather information needs judging unit, for needing judgment rule according to preset weather, judges the mobile terminal Whether the needs that receive Weather information are had;
Weather information active transmission unit obtains institute if there is the needs for receiving Weather information for the mobile terminal The maximum variation for stating Weather information of the region within the first specified time after current time and the weather data is greater than the The time point of one threshold value, and after the current time and when the maximum variation of the weather data is greater than first threshold Between put before, actively to the mobile terminal send the region within the first specified time after current time weather letter Breath.
The application provides a kind of computer equipment, including memory and processor, and the memory is stored with computer journey The step of sequence, the processor realizes any of the above-described the method when executing the computer program.
The application provides a kind of computer readable storage medium, is stored thereon with computer program, the computer program The step of method described in any of the above embodiments is realized when being executed by processor.
Method, apparatus, computer equipment and the storage medium of the offer Weather information based on data analysis of the application, lead to It crosses in the first specified time after obtaining current time, the maximum variation of weather data is greater than the region of first threshold, acquisition In the second specified time before current time, position location is in the mobile terminal in the region, according to preset day Gas needs judgment rule, judges whether the mobile terminal has the needs for receiving Weather information, actively sends out to the mobile terminal Weather information of the region within the first specified time after current time is sent, to realize accurately mobile to target Terminal active transmission Weather information avoids information waste and accidentally sends out, helps to improve user experience.
Detailed description of the invention
Fig. 1 is the flow diagram of the method for providing Weather information based on data analysis of one embodiment of the application;
Fig. 2 is the structural schematic block diagram of the device for providing Weather information based on data analysis of one embodiment of the application;
Fig. 3 is the structural schematic block diagram of the computer equipment of one embodiment of the application.
The embodiments will be further described with reference to the accompanying drawings for realization, functional characteristics and the advantage of the application purpose.
Specific embodiment
It is with reference to the accompanying drawings and embodiments, right in order to which the objects, technical solutions and advantages of the application are more clearly understood The application is further elaborated.It should be appreciated that specific embodiment described herein is only used to explain the application, not For limiting the application.
Referring to Fig.1, the embodiment of the present application provides a kind of method of offer Weather information based on data analysis, including following Step:
In the first specified time after S1, acquisition current time, the maximum variation of weather data is greater than first threshold Region;
In the second specified time before S2, acquisition current time, position location is in the mobile end in the region End;
S3, judgment rule is needed according to preset weather, judges whether the mobile terminal there are the need for receiving Weather information It wants;
If S4, the mobile terminal there are the needs for receiving Weather information, the region is obtained after current time The maximum variation of Weather information and the weather data in first specified time is greater than the time point of first threshold, and described After current time and before the maximum variation of the weather data is greater than the time point of first threshold, actively to the movement Terminal sends Weather information of the region within the first specified time after current time.
As described in step S1, in the first specified time after acquisition current time, the maximum variation of weather data is greater than The region of first threshold.For example, can be from the weather forecasting data of meteorological institution, first after acquisition current time is specified The Weather information of time each region, the maximum variation that weather data is filtered out from each region are greater than the ground of first threshold Domain.Weather data includes: temperature, wind direction, wind speed, rainfall and sunshine-duration.Correspondingly, according to the specific interior of weather data Hold, first threshold is also temperature value, wind direction angle, air speed value, rainfall magnitude and sunshine-duration length.Accordingly, it is acute to obtain weather The region of change.
As described in step S2, in the second specified time before acquiring current time, position location is in the region Mobile terminal.This step is to determine which mobile terminal is the region in drastic changes in weather.If mobile terminal is not in weather play The region of change, then without necessity of transmission weather prompting message.
As described in step S3, judgment rule is needed according to preset weather, judges whether the mobile terminal has reception day The needs of gas information.For example, if the user of mobile terminal to the dependence very little of Weather information, such as the geek to stay indoor, Go out inconvenient patient, and indoor main broadcaster for work of being in etc. does not receive the needs of weather, and can dislike and be forced to receive without reason Weather information.Opposite, outdoor yardman then has the needs for receiving Weather information.Specifically, according to preset weather Judgment rule is needed, judging whether the mobile terminal has the mode for the needs for receiving Weather information can be any feasible side Formula, for example, call mobile terminal network activity record, if weather access frequently (weather access total degree be greater than threshold value, or The per day numeration of weather access is greater than threshold value), then it will determine that the mobile terminal has the needs for receiving Weather information;Alternatively, adjusting With the Weather information mark of associated software (such as Weather information provides software, provides the social software of function with Weather information) Label determine that the mobile terminal has and receive Weather information if the Weather information label demonstrates the need for receiving Weather information It needs.
As described in step S4, if the mobile terminal there are the needs for receiving Weather information, the region is obtained current The maximum variation of the Weather information and the weather data in the first specified time after time is greater than the time of first threshold Point, and after the current time and before the maximum variation of the weather data is greater than the time point of first threshold, it is main Mobile terminal described in trend sends Weather information of the region within the first specified time after current time.It has been observed that Meeting change in weather in region where having determined that the user of mobile terminal, and the user of mobile terminal has the needs of Weather information, Accordingly, within the first specified time after the current time, the region actively is sent current to the mobile terminal The Weather information in the first specified time after time.Wherein the region is within the first specified time after current time Weather information, can be only the region the weather data maximum variation be greater than first threshold time point on the day of Weather information also can also include the Weather information before or after time point, to make the mobile terminal User is more emphasis Weather information.Further, the region actively is sent after current time to the mobile terminal The first specified time in Weather information, further includes: according to the Weather information in the first specified time after current time, It sends out mobile terminal described and sends band umbrella, plus-minus clothes accordingly or warn the prompt informations such as outgoing behavior.
Wherein the data acquisition in the application, data analysis can be realized using any technology, for example, by using big data skill Art is by internet, mobile Internet, and Internet of Things obtains, can be to the data including picture, video, text information at Reason can carry out big data processing using a kind of Storm (distributed, fault-tolerant real time computation system) of open source to obtain, To obtain the letters such as the weather data, the address, the mobile terminal, described needs for whether having reception Weather information Breath.Further, there can also be the weather data from record, the address, the mobile terminal, described whether have reception day Gas information needs etc. to obtain in the database of information, to obtain accurate data, realizes the accurate offer day to vary with each individual Gas information.
To sum up, pointedly selection target crowd is realized, its required Weather information is actively provided, helps improve and use Family experience.
In one embodiment, in the first specified time after the acquisition current time, the maximum of weather data becomes Change the step S1 for being greater than the region of first threshold, includes:
S101, it is sent to the server for providing weather forecast, the day destiny in the first specified time after current time According to acquisition request;
S102, receive what the server for providing weather forecast was sent, in the first specified time after current time Weather data;
S103, in the weather data in the first specified time after the current time, filter out highest temperature value- Lowest temperature value is greater than the region of preset first temperature threshold value, and the maximum variation for being denoted as weather data is greater than the ground of first threshold Domain.
As described above, realizing in the first specified time after obtaining current time, the maximum variation of weather data is big In the region of first threshold.Weather data temperature, wind direction, wind speed, rainfall and sunshine-duration etc., wherein temperature record is energy Enough data for directly reacting Changes in weather situation.Pass through the weather data in the first specified time after the current time In, the region that highest temperature value-lowest temperature value is greater than preset first temperature threshold value is filtered out, change in weather can be obtained Region.Wherein, the server for providing weather forecast is, for example, server that meteorological institution externally services.
In one embodiment, in the second specified time before the acquisition current time, position location is in institute The step S2 for stating the mobile terminal in region includes:
S201, the position location acquisition request into the second specified time before mobile terminal transmission current time;
Position location in the second specified time before the current time that S202, the reception mobile terminal are sent;
S203, judge whether position location is in the region in the second specified time before the current time It is interior;
If S204, being in the region, the mobile terminal is acquired.
As described above, realizing in the second specified time before acquiring current time, position location is in describedly Mobile terminal in domain.If mobile terminal is not in the region of change in weather, then It is not necessary to sending Weather information.Wherein, It can be any time, for example, in one month before current time, when current in the second specified time before current time Between before a week in.If the mobile terminal is in describedly within the second specified time before current time In domain, show the mobile terminal in the coming period of time, be likely to still in the region, therefore has transmission day Necessity of gas information.Wherein, acquiring the mobile terminal includes: the user account that the acquisition mobile terminal logs in, or is adopted Collect the machine code of the mobile terminal, or the real name register information of the acquisition mobile terminal Internet access account number.
It is described that judgment rule is needed according to preset weather in one embodiment, judge whether the mobile terminal has Receive the step S3 of the needs of Weather information, comprising:
S311, the network activity record for obtaining the mobile terminal;
S312, weather access record is extracted from network activity record;
Whether S313, the number for judging the weather access record or per day number are more than preset weather access note Record threshold value;
If the number or per day number of S314, the weather access record are more than preset weather access record threshold Value, then determine whether the mobile terminal has the needs for receiving Weather information.
As described above, realizing setting weather demand label.Wherein, the network activity record of the mobile terminal is obtained Process includes: to send network activity record acquisition request to the mobile terminal, receives the license that the mobile terminal is sent Limit is recorded according to the network activity that the permissions transfer the mobile terminal.Extract the process packet of weather access record It includes: judging that the destination address of the weather access record whether there is in preset weather service address table, and if it exists, then sentence It is set to weather access record, and extracts the weather access record.When the basis judged is the number of weather access record When, the unit of the preset weather access record threshold value mutually should be number, for example, 20 times;When the basis judged is the day When the per day number of gas access record, the unit of the preset weather access record threshold value mutually should be number/day, such as 1 Times/day.Further, the access times of weather software preset in the mobile terminal can also be visited as the weather Ask the numeration of record.
It is described that judgment rule is needed according to preset weather in one embodiment, judge whether the mobile terminal has Receive the step S3 of the needs of Weather information, comprising:
Preset Weather information label in associated software in S321, the calling mobile terminal;
S322, judge whether the Weather information label is to need to receive Weather information;
If S323, the Weather information label are to need to receive Weather information, determine that the mobile terminal has reception day The needs of gas information.
As described above, realizing setting weather demand label.Wherein, due to the software (APP of mobile terminal prepackage Deng), it may include weather software or be that there is Weather information to provide the software of function, there are the movements in these softwares The weather of terminal needs attribute, that is, is preset with Weather information label.Therefore, it calls in the mobile terminal and is preset in associated software Weather information label, it can be learnt that the weather of the mobile terminal needs attribute, if the weather needs attribute to need to connect Weather information is received, then determines that the mobile terminal there are the needs for receiving Weather information.
In one embodiment, if the mobile terminal there are the needs for receiving Weather information, the region is obtained The maximum variation of Weather information and the weather data within the first specified time after current time is greater than first threshold Time point, and after the current time and the maximum variation of the weather data be greater than first threshold time point it Before, the step of Weather information of the region within the first specified time after current time is actively sent to the mobile terminal Rapid S4 includes:
If S401, the mobile terminal there are the needs for receiving Weather information, the region is obtained after current time The first specified time in Weather information, and the weather according to the region within the first specified time after current time Information determines that highest temperature difference-same day lowest temperature difference on the same day is greater than the date of preset second temperature threshold value;
S402, the lowest temperature difference on the day of the highest temperature difference-on the day of described are greater than preset second temperature threshold value In predetermined time before date, the region actively is sent when first after current time is specified to the mobile terminal Interior Weather information.
As described above, realizing, actively to send the region to the mobile terminal first specified after current time Weather information in time.In present embodiment, the specific change in weather time in the information of change in weather, will be filtered out and dashed forward The Weather information of change, the and actively mobile terminal sends Weather information before mutation time, thus avoid sending too early Weather information is ignored by the corresponding user of the mobile terminal.Specifically, if the mobile terminal, which has, receives Weather information It needs, then obtains Weather information of the region within the first specified time after current time, and exist according to the region Weather information in the first specified time after current time determines that highest temperature difference-same day lowest temperature difference on the same day is big In the date of preset second temperature threshold value;Lowest temperature difference on the day of the highest temperature difference-on the day of described is greater than preset In predetermined time before the date of second temperature threshold value, actively to the mobile terminal send the region current time it The Weather information in the first specified time afterwards.Wherein, the predetermined time is, for example, 1 day.Wherein, the second temperature threshold value can be with It is identical as the first temperature threshold value, it can also be different.
It is described that judgment rule is needed according to preset weather in one embodiment, judge whether the mobile terminal has After the step S3 for receiving the needs of Weather information, comprising:
If S31, the mobile terminal do not receive the needs of Weather information, judge the region in the current time The Weather information in the first specified time later whether there is in preset extreme weather table;
S32, if it exists in preset extreme weather table, then it is first specified after current time to obtain the region The maximum variation of Weather information and the weather data in time is greater than the time point of first threshold, and in the current time Later and before the maximum variation of the weather data is greater than the time point of first threshold, actively sent to the mobile terminal Weather information of the region within the first specified time after current time.
Extreme weather info alert is sent as described above, realizing.Although the mobile terminal does not receive Weather information Needs, be reluctant to receive Weather information under normal circumstances, but under extreme weather conditions, such as situations such as typhoon, meeting When causing great threat to personal safety, Weather information preferably is sent to the mobile terminal.Further, judge the region Weather information within the first specified time after the current time, if the mistake being present in preset extreme weather table Journey includes: to judge in the Weather information with the presence or absence of preset keyword;Then it is determined as extreme weather if it exists;If not depositing Then by matching the Weather information in the Weather information and preset extreme weather table one by one, if matching, is determined as pole Hold weather.
The method of the offer Weather information based on data analysis of the application, is referred to by first after acquisition current time In fixing time, the maximum variation of weather data is greater than the region of first threshold, acquires the second specified time before current time Interior, position location is in the mobile terminal in the region, needs judgment rule according to preset weather, judges the movement Whether terminal has the needs for receiving Weather information, actively sends the of the region after current time to the mobile terminal Weather information in one specified time avoids letter to realize accurately to destination mobile terminal active transmission Weather information Breath waste and accidentally hair, help to improve user experience.
Referring to Fig. 2, the embodiment of the present application provides a kind of device of offer Weather information based on data analysis, comprising:
Region acquiring unit 10, for obtaining in the first specified time after current time, the maximum of weather data becomes Change the region for being greater than first threshold;
Mobile terminal acquisition unit 20, for acquiring in the second specified time before current time, position location Jun Chu Mobile terminal in the region;
Weather information needs judging unit 30, for needing judgment rule according to preset weather, judges described mobile whole Whether end has the needs for receiving Weather information;
Weather information active transmission unit 40 obtains if there is the needs for receiving Weather information for the mobile terminal Weather information of the region within the first specified time after current time and the maximum variation of the weather data are greater than The time point of first threshold, and it is greater than first threshold after the current time and in the maximum variation of the weather data Before time point, weather of the region within the first specified time after current time actively is sent to the mobile terminal Information.
As described in unit 10, in the first specified time after acquisition current time, the maximum variation of weather data is greater than The region of first threshold.For example, can be from the weather forecasting data of meteorological institution, first after acquisition current time is specified The Weather information of time each region, the maximum variation that weather data is filtered out from each region are greater than the ground of first threshold Domain.Weather data includes: temperature, wind direction, wind speed, rainfall and sunshine-duration.Correspondingly, according to the specific interior of weather data Hold, first threshold is also temperature value, wind direction angle, air speed value, rainfall magnitude and sunshine-duration length.Accordingly, it is acute to obtain weather The region of change.
As described in unit 20, in the second specified time before acquiring current time, position location is in the region Mobile terminal.This step is to determine which mobile terminal is the region in drastic changes in weather.If mobile terminal is not in weather play The region of change, then without necessity of transmission weather prompting message.
As described in unit 30, judgment rule is needed according to preset weather, judges whether the mobile terminal has reception day The needs of gas information.For example, if the user of mobile terminal to the dependence very little of Weather information, such as the geek to stay indoor, Go out inconvenient patient, and indoor main broadcaster for work of being in etc. does not receive the needs of weather, and can dislike and be forced to receive without reason Weather information.Opposite, outdoor yardman then has the needs for receiving Weather information.Specifically, according to preset weather Judgment rule is needed, judging whether the mobile terminal has the mode for the needs for receiving Weather information can be any feasible side Formula, for example, call mobile terminal network activity record, if weather access frequently (weather access total degree be greater than threshold value, or The per day numeration of weather access is greater than threshold value), then it will determine that the mobile terminal has the needs for receiving Weather information;Alternatively, adjusting With the Weather information mark of associated software (such as Weather information provides software, provides the social software of function with Weather information) Label determine that the mobile terminal has and receive Weather information if the Weather information label demonstrates the need for receiving Weather information It needs.
As described in unit 40, if the mobile terminal there are the needs for receiving Weather information, the region is obtained current The maximum variation of the Weather information and the weather data in the first specified time after time is greater than the time of first threshold Point, and after the current time and before the maximum variation of the weather data is greater than the time point of first threshold, it is main Mobile terminal described in trend sends Weather information of the region within the first specified time after current time.It has been observed that Meeting change in weather in region where having determined that the user of mobile terminal, and the user of mobile terminal has the needs of Weather information, Accordingly, within the first specified time after the current time, the region actively is sent current to the mobile terminal The Weather information in the first specified time after time.Wherein the region is within the first specified time after current time Weather information, can be only the region the weather data maximum variation be greater than first threshold time point on the day of Weather information also can also include the Weather information before or after time point, to make the mobile terminal User is more emphasis Weather information.Further, the region actively is sent after current time to the mobile terminal The first specified time in Weather information, further includes: according to the Weather information in the first specified time after current time, It sends out mobile terminal described and sends band umbrella, plus-minus clothes accordingly or warn the prompt informations such as outgoing behavior.
Wherein the data acquisition in the application, data analysis can be realized using any technology, for example, by using big data skill Art is by internet, mobile Internet, and Internet of Things obtains, can be to the data including picture, video, text information at Reason can carry out big data processing using a kind of Storm (distributed, fault-tolerant real time computation system) of open source to obtain, To obtain the letters such as the weather data, the address, the mobile terminal, described needs for whether having reception Weather information Breath.Further, there can also be the weather data from record, the address, the mobile terminal, described whether have reception day Gas information needs etc. to obtain in the database of information, to obtain accurate data, realizes the accurate offer day to vary with each individual Gas information.
To sum up, pointedly selection target crowd is realized, its required Weather information is actively provided, helps improve and use Family experience.
In one embodiment, the region acquiring unit 10, comprising:
Weather data acquisition request transmission sub-unit, for provide weather forecast server send, current time it The weather data acquisition request in the first specified time afterwards;
Weather data receiving subelement, for receive it is described provide weather forecast server send, current time it The weather data in the first specified time afterwards;
Ground field mark subelement, for sieving in the weather data in the first specified time after the current time The region that highest temperature value-lowest temperature value is greater than preset first temperature threshold value is selected, the maximum variation of weather data is denoted as Greater than the region of first threshold.
As described above, realizing in the first specified time after obtaining current time, the maximum variation of weather data is big In the region of first threshold.Weather data temperature, wind direction, wind speed, rainfall and sunshine-duration etc., wherein temperature record is energy Enough data for directly reacting Changes in weather situation.Pass through the weather data in the first specified time after the current time In, the region that highest temperature value-lowest temperature value is greater than preset first temperature threshold value is filtered out, change in weather can be obtained Region.Wherein, the server for providing weather forecast is, for example, server that meteorological institution externally services.
In one embodiment, the mobile terminal acquisition unit 20, comprising:
Position location acquisition request transmission sub-unit, when specified for second before sending current time to mobile terminal Interior position location acquisition request;
Position location receiving subelement, when specified for second before receiving the current time that the mobile terminal is sent Interior position location;
Position location judgment sub-unit, for judging that position location is in the second specified time before the current time It is no to be in the region;
Mobile terminal acquires subelement, if acquiring the mobile terminal for being in the region.
As described above, realizing in the second specified time before acquiring current time, position location is in describedly Mobile terminal in domain.If mobile terminal is not in the region of change in weather, then It is not necessary to sending Weather information.Wherein, It can be any time, for example, in one month before current time, when current in the second specified time before current time Between before a week in.If the mobile terminal is in describedly within the second specified time before current time In domain, show the mobile terminal in the coming period of time, be likely to still in the region, therefore has transmission day Necessity of gas information.Wherein, acquiring the mobile terminal includes: the user account that the acquisition mobile terminal logs in, or is adopted Collect the machine code of the mobile terminal, or the real name register information of the acquisition mobile terminal Internet access account number.
In one embodiment, the Weather information needs judging unit 30, comprising:
Network activity record obtains subelement, and the network activity for obtaining the mobile terminal records;
Weather access record extracts subelement, for extracting weather access record from network activity record;
Weather access record threshold decision subelement, for judging that the weather accesses the number recorded or per day time Whether number is more than preset weather access record threshold value;
Weather information needs to determine subelement, if being more than for the number of weather access record or per day number Preset weather access record threshold value, then determine whether the mobile terminal has the needs for receiving Weather information.
As described above, realizing setting weather demand label.Wherein, the network activity record of the mobile terminal is obtained Process includes: to send network activity record acquisition request to the mobile terminal, receives the license that the mobile terminal is sent Limit is recorded according to the network activity that the permissions transfer the mobile terminal.Extract the process packet of weather access record It includes: judging that the destination address of the weather access record whether there is in preset weather service address table, and if it exists, then sentence It is set to weather access record, and extracts the weather access record.When the basis judged is the number of weather access record When, the unit of the preset weather access record threshold value mutually should be number, for example, 20 times;When the basis judged is the day When the per day number of gas access record, the unit of the preset weather access record threshold value mutually should be number/day, such as 1 Times/day.Further, the access times of weather software preset in the mobile terminal can also be visited as the weather Ask the numeration of record.
In one embodiment, the Weather information needs judging unit 30, comprising:
Weather information label calls subelement, for calling in the mobile terminal preset Weather information in associated software Label;
Weather information label judgment sub-unit, for judging whether the Weather information label is to need to receive weather letter Breath;
Have and receive Weather information and need to determine subelement, if being to need to receive weather letter for the Weather information label Breath then determines that the mobile terminal has the needs for receiving Weather information.
As described above, realizing setting weather demand label.Wherein, due to the software (APP of mobile terminal prepackage Deng), it may include weather software or be that there is Weather information to provide the software of function, there are the movements in these softwares The weather of terminal needs attribute, that is, is preset with Weather information label.Therefore, it calls in the mobile terminal and is preset in associated software Weather information label, it can be learnt that the weather of the mobile terminal needs attribute, if the weather needs attribute to need to connect Weather information is received, then determines that the mobile terminal there are the needs for receiving Weather information.
In one embodiment, the Weather information active transmission unit 40, comprising:
Weather information and date obtain subelement, if there is the needs for receiving Weather information for the mobile terminal, obtain Take Weather information of the region within the first specified time after current time, and according to the region current time it Weather information in the first specified time afterwards determines that highest temperature difference-same day lowest temperature difference on the same day is greater than preset the The date of two temperature threshold values;
Active transmission subelement, for the highest temperature difference-on the day of described on the day of lowest temperature difference be greater than it is preset In predetermined time before the date of second temperature threshold value, actively to the mobile terminal send the region current time it The Weather information in the first specified time afterwards.
As described above, realizing, actively to send the region to the mobile terminal first specified after current time Weather information in time.In present embodiment, the specific change in weather time in the information of change in weather, will be filtered out and dashed forward The Weather information of change, the and actively mobile terminal sends Weather information before mutation time, thus avoid sending too early Weather information is ignored by the corresponding user of the mobile terminal.Specifically, if the mobile terminal, which has, receives Weather information It needs, then obtains Weather information of the region within the first specified time after current time, and exist according to the region Weather information in the first specified time after current time determines that highest temperature difference-same day lowest temperature difference on the same day is big In the date of preset second temperature threshold value;Lowest temperature difference on the day of the highest temperature difference-on the day of described is greater than preset In predetermined time before the date of second temperature threshold value, actively to the mobile terminal send the region current time it The Weather information in the first specified time afterwards.Wherein, the predetermined time is, for example, 1 day.Wherein, the second temperature threshold value can be with It is identical as the first temperature threshold value, it can also be different.
In one embodiment, described device, comprising:
Extreme weather judging unit, if not receiving the needs of Weather information for the mobile terminal, described in judgement Region whether there is in preset extreme weather table in the Weather information in the first specified time after the current time;
Extreme weather active transmission unit, in preset extreme weather table, then obtaining the region if it exists and existing The maximum variation of the Weather information and the weather data in the first specified time after current time is greater than first threshold Time point, and after the current time and the maximum variation of the weather data be greater than first threshold time point it Before, actively Weather information of the region within the first specified time after current time is sent to the mobile terminal.
Extreme weather info alert is sent as described above, realizing.Although the mobile terminal does not receive Weather information Needs, be reluctant to receive Weather information under normal circumstances, but under extreme weather conditions, such as situations such as typhoon, meeting When causing great threat to personal safety, Weather information preferably is sent to the mobile terminal.Further, judge the region Weather information within the first specified time after the current time, if the mistake being present in preset extreme weather table Journey includes: to judge in the Weather information with the presence or absence of preset keyword;Then it is determined as extreme weather if it exists;If not depositing Then by matching the Weather information in the Weather information and preset extreme weather table one by one, if matching, is determined as pole Hold weather.
The device of the offer Weather information based on data analysis of the application, is referred to by first after acquisition current time In fixing time, the maximum variation of weather data is greater than the region of first threshold, acquires the second specified time before current time Interior, position location is in the mobile terminal in the region, needs judgment rule according to preset weather, judges the movement Whether terminal has the needs for receiving Weather information, actively sends the of the region after current time to the mobile terminal Weather information in one specified time avoids letter to realize accurately to destination mobile terminal active transmission Weather information Breath waste and accidentally hair, help to improve user experience.
Referring to Fig. 3, a kind of computer equipment is also provided in the embodiment of the present invention, which can be server, Its internal structure can be as shown in the figure.The computer equipment includes that the processor, memory, network connected by system bus connects Mouth and database.Wherein, the processor of the Computer Design is for providing calculating and control ability.The storage of the computer equipment Device includes non-volatile memory medium, built-in storage.The non-volatile memory medium be stored with operating system, computer program and Database.The internal memory provides environment for the operation of operating system and computer program in non-volatile memory medium.The meter The database for calculating machine equipment is used to store data used in the method for the offer Weather information based on data analysis.The computer equipment Network interface be used to communicate with external terminal by network connection.To realize one when the computer program is executed by processor The method for the offer Weather information that kind is analyzed based on data.
The method that above-mentioned processor executes the above-mentioned offer Weather information based on data analysis, comprising the following steps: obtain In the first specified time after current time, the maximum variation of weather data is greater than the region of first threshold;When acquiring current Between before the second specified time in, position location is in the mobile terminal in the region;According to preset weather needs Judgment rule, judges whether the mobile terminal has the needs for receiving Weather information;If the mobile terminal, which has, receives weather letter The needs of breath then obtain Weather information of the region within the first specified time after current time and the weather data Maximum variation be greater than time point of first threshold, and after the current time and in the maximum variation of the weather data Before the time point of first threshold, first finger of the region after current time actively is sent to the mobile terminal Weather information in fixing time.
In one embodiment, in the first specified time after the acquisition current time, the maximum of weather data Variation is greater than the step of region of first threshold, comprising: sends to the server for providing weather forecast, the after current time Weather data acquisition request in one specified time;Receive it is described provide weather forecast server send, current time it The weather data in the first specified time afterwards;In the weather data in the first specified time after the current time, The region that highest temperature value-lowest temperature value is greater than preset first temperature threshold value is filtered out, the maximum of weather data is denoted as and becomes Change the region for being greater than first threshold.
In one embodiment, in the second specified time before the acquisition current time, position location is in The step of mobile terminal in the region includes: in the second specified time before sending current time to mobile terminal Position location acquisition request;Receive position location in the second specified time before the current time that the mobile terminal is sent; Judge whether position location is in the region in the second specified time before the current time;If being in described In region, then the mobile terminal is acquired.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have and receive the step of needs of Weather information, comprising: obtains the network activity record of the mobile terminal;From the network activity Weather access record is extracted in record;Whether the number or per day number for judging the weather access record are more than default Weather access record threshold value;If the number or per day number of the weather access record are more than preset weather access note Threshold value is recorded, then determines whether the mobile terminal there are the needs for receiving Weather information.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have and receive the step of needs of Weather information, comprising: calls in the mobile terminal preset Weather information mark in associated software Label;Judge whether the Weather information label is to need to receive Weather information;If the Weather information label is to need to receive day Gas information then determines that the mobile terminal has the needs for receiving Weather information.
In one embodiment, it if the mobile terminal has the needs for receiving Weather information, obtains describedly The maximum variation of Weather information of the domain within the first specified time after current time and the weather data is greater than the first threshold The time point of value, and it is greater than the time point of first threshold after the current time and in the maximum variation of the weather data Before, Weather information of the region within the first specified time after current time actively is sent to the mobile terminal Step, comprising: if the mobile terminal has the needs for receiving Weather information, obtain the of the region after current time Weather information in one specified time, and the Weather information according to the region within the first specified time after current time Determine that highest temperature difference-same day lowest temperature difference on the same day is greater than the date of preset second temperature threshold value;On the day of described Highest temperature difference-same day lowest temperature difference be greater than preset second temperature threshold value date before predetermined time in, it is main Mobile terminal described in trend sends Weather information of the region within the first specified time after current time.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have receive Weather information the step of needs after, comprising: if the mobile terminal does not receive the needs of Weather information, sentence Weather information of the region within the first specified time after the current time that break whether there is in preset extreme day In gas meter;If it exists in preset extreme weather table, then first specified time of the region after current time is obtained The maximum variation of interior Weather information and the weather data is greater than the time point of first threshold, and after the current time And before the maximum variation of the weather data is greater than the time point of first threshold, actively to described in mobile terminal transmission Weather information of the region within the first specified time after current time.
It will be understood by those skilled in the art that structure shown in figure, only part relevant to application scheme is tied The block diagram of structure does not constitute the restriction for the computer equipment being applied thereon to application scheme.
The computer equipment of the application, by the way that in the first specified time after acquisition current time, weather data is most Big variation is greater than the region of first threshold, and in the second specified time before acquisition current time, position location is in described Mobile terminal in region needs judgment rule according to preset weather, judges whether the mobile terminal has and receives weather letter The needs of breath actively send weather letter of the region within the first specified time after current time to the mobile terminal Breath avoids information waste and accidentally sends out, help to mention to realize accurately to destination mobile terminal active transmission Weather information High user experience.
One embodiment of the application also provides a kind of computer readable storage medium, is stored thereon with computer program, calculates The method for the offer Weather information analyzed based on data is realized when machine program is executed by processor, comprising the following steps: acquisition is worked as In the first specified time after the preceding time, the maximum variation of weather data is greater than the region of first threshold;Acquire current time In the second specified time before, position location is in the mobile terminal in the region;Sentenced according to preset weather needs Disconnected rule, judges whether the mobile terminal has the needs for receiving Weather information;If the mobile terminal has reception Weather information Needs, then obtain Weather information of the region within the first specified time after current time and the weather data Maximum variation is greater than the time point of first threshold, and after the current time and big in the maximum variation of the weather data Before the time point of first threshold, it is first specified after current time that the region actively is sent to the mobile terminal Weather information in time.
In one embodiment, in the first specified time after the acquisition current time, the maximum of weather data Variation is greater than the step of region of first threshold, comprising: sends to the server for providing weather forecast, the after current time Weather data acquisition request in one specified time;Receive it is described provide weather forecast server send, current time it The weather data in the first specified time afterwards;In the weather data in the first specified time after the current time, The region that highest temperature value-lowest temperature value is greater than preset first temperature threshold value is filtered out, the maximum of weather data is denoted as and becomes Change the region for being greater than first threshold.
In one embodiment, in the second specified time before the acquisition current time, position location is in The step of mobile terminal in the region includes: in the second specified time before sending current time to mobile terminal Position location acquisition request;Receive position location in the second specified time before the current time that the mobile terminal is sent; Judge whether position location is in the region in the second specified time before the current time;If being in described In region, then the mobile terminal is acquired.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have and receive the step of needs of Weather information, comprising: obtains the network activity record of the mobile terminal;From the network activity Weather access record is extracted in record;Whether the number or per day number for judging the weather access record are more than default Weather access record threshold value;If the number or per day number of the weather access record are more than preset weather access note Threshold value is recorded, then determines whether the mobile terminal there are the needs for receiving Weather information.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have and receive the step of needs of Weather information, comprising: calls in the mobile terminal preset Weather information mark in associated software Label;Judge whether the Weather information label is to need to receive Weather information;If the Weather information label is to need to receive day Gas information then determines that the mobile terminal has the needs for receiving Weather information.
In one embodiment, it if the mobile terminal has the needs for receiving Weather information, obtains describedly The maximum variation of Weather information of the domain within the first specified time after current time and the weather data is greater than the first threshold The time point of value, and it is greater than the time point of first threshold after the current time and in the maximum variation of the weather data Before, Weather information of the region within the first specified time after current time actively is sent to the mobile terminal Step, comprising: if the mobile terminal has the needs for receiving Weather information, obtain the of the region after current time Weather information in one specified time, and the Weather information according to the region within the first specified time after current time Determine that highest temperature difference-same day lowest temperature difference on the same day is greater than the date of preset second temperature threshold value;On the day of described Highest temperature difference-same day lowest temperature difference be greater than preset second temperature threshold value date before predetermined time in, it is main Mobile terminal described in trend sends Weather information of the region within the first specified time after current time.
In one embodiment, described that judgment rule is needed according to preset weather, whether judge the mobile terminal Have receive Weather information the step of needs after, comprising: if the mobile terminal does not receive the needs of Weather information, sentence Weather information of the region within the first specified time after the current time that break whether there is in preset extreme day In gas meter;If it exists in preset extreme weather table, then first specified time of the region after current time is obtained The maximum variation of interior Weather information and the weather data is greater than the time point of first threshold, and after the current time And before the maximum variation of the weather data is greater than the time point of first threshold, actively to described in mobile terminal transmission Weather information of the region within the first specified time after current time.
The computer readable storage medium of the application, by obtain current time after the first specified time in, weather The maximum variation of data is greater than the region of first threshold, and in the second specified time before acquisition current time, position location is equal Mobile terminal in the region needs judgment rule according to preset weather, judges whether the mobile terminal connects The needs for receiving Weather information, actively send the region within the first specified time after current time to the mobile terminal Weather information, to realize accurately to destination mobile terminal active transmission Weather information, avoid information waste and accidentally send out, Help to improve user experience.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer In read/write memory medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, Any reference used in provided herein and embodiment to memory, storage, database or other media, Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM (PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms, Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double speed are according to rate SDRAM (SSRSDRAM), enhancing Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row His property includes, so that the process, device, article or the method that include a series of elements not only include those elements, and And further include other elements that are not explicitly listed, or further include for this process, device, article or method institute it is intrinsic Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do There is also other identical elements in the process, device of element, article or method.
The foregoing is merely preferred embodiment of the present application, are not intended to limit the scope of the patents of the application, all utilizations Equivalent structure or equivalent flow shift made by present specification and accompanying drawing content is applied directly or indirectly in other correlations Technical field, similarly include in the scope of patent protection of the application.

Claims (10)

1. a kind of method of the offer Weather information based on data analysis, which comprises the steps of:
In the first specified time after acquisition current time, the maximum variation of weather data is greater than the region of first threshold;
In the second specified time before acquisition current time, position location is in the mobile terminal in the region;
Judgment rule is needed according to preset weather, judges whether the mobile terminal there are the needs for receiving Weather information;
If the mobile terminal there are the needs for receiving Weather information, it is first specified after current time to obtain the region The maximum variation of Weather information and the weather data in time is greater than the time point of first threshold, and in the current time Later and before the maximum variation of the weather data is greater than the time point of first threshold, actively sent to the mobile terminal Weather information of the region within the first specified time after current time.
2. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that the acquisition In the first specified time after current time, maximum the step of changing the region for being greater than first threshold of weather data, comprising:
It is sent to the server for providing weather forecast, the weather data acquisition in the first specified time after current time is asked It asks;
Receive what the server for providing weather forecast was sent, the day destiny in the first specified time after current time According to;
In the weather data in the first specified time after the current time, highest temperature value-lowest temperature is filtered out Value is greater than the region of preset first temperature threshold value, and the maximum variation for being denoted as weather data is greater than the region of first threshold.
3. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that the acquisition In the second specified time before current time, the step of position location is in the mobile terminal in the region, comprising:
The position location acquisition request in the second specified time before sending from current time to mobile terminal;
Receive position location in the second specified time before the current time that the mobile terminal is sent;
Judge whether position location is in the region in the second specified time before the current time;
If being in the region, the mobile terminal is acquired.
4. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that the basis Preset weather needs judgment rule, judges whether the mobile terminal has and receives the step of needs of Weather information, comprising:
Obtain the network activity record of the mobile terminal;
Weather access record is extracted from network activity record;
Whether the number or per day number for judging the weather access record are more than preset weather access record threshold value;
If the number or per day number of the weather access record are more than preset weather access record threshold value, institute is determined State whether mobile terminal there are the needs for receiving Weather information.
5. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that the basis Preset weather needs judgment rule, judges whether the mobile terminal has and receives the step of needs of Weather information, comprising:
Call in the mobile terminal preset Weather information label in associated software;
Judge whether the Weather information label is to need to receive Weather information;
If the Weather information label is to need to receive Weather information, determine that the mobile terminal there are the need for receiving Weather information It wants.
6. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that if the institute Stating mobile terminal has the needs for receiving Weather information, then obtains the region within the first specified time after current time The maximum variation of Weather information and the weather data is greater than the time point of first threshold, and after the current time and The maximum variation of the weather data was greater than before the time point of first threshold, actively sent the region to the mobile terminal The step of Weather information within the first specified time after current time, comprising:
If the mobile terminal there are the needs for receiving Weather information, it is first specified after current time to obtain the region Weather information in time, and worked as according to Weather information determination of the region within the first specified time after current time It highest temperature difference-same day lowest temperature difference is greater than the date of preset second temperature threshold value;
Before the date that the lowest temperature difference on the day of the highest temperature difference-on the day of described is greater than preset second temperature threshold value In predetermined time, weather of the region within the first specified time after current time actively is sent to the mobile terminal Information.
7. the method for the offer Weather information according to claim 1 based on data analysis, which is characterized in that the basis Preset weather needs judgment rule, judge the mobile terminal whether have receive Weather information the step of needs after, packet It includes:
If the mobile terminal does not receive the needs of Weather information, of the region after the current time is judged Weather information in one specified time whether there is in preset extreme weather table;
If it exists in preset extreme weather table, then the region is obtained within the first specified time after current time The maximum variation of Weather information and the weather data is greater than the time point of first threshold, and after the current time and The maximum variation of the weather data was greater than before the time point of first threshold, actively sent the region to the mobile terminal Weather information within the first specified time after current time.
8. a kind of device of the offer Weather information based on data analysis characterized by comprising
Region acquiring unit, for obtaining in the first specified time after current time, the maximum variation of weather data is greater than The region of first threshold;
Mobile terminal acquisition unit, for acquiring in the second specified time before current time, position location is in described Mobile terminal in region;
Weather information needs judging unit, for needing judgment rule according to preset weather, whether judges the mobile terminal There are the needs for receiving Weather information;
Weather information active transmission unit obtains describedly if there is the needs for receiving Weather information for the mobile terminal The maximum variation of Weather information of the domain within the first specified time after current time and the weather data is greater than the first threshold The time point of value, and it is greater than the time point of first threshold after the current time and in the maximum variation of the weather data Before, Weather information of the region within the first specified time after current time actively is sent to the mobile terminal.
9. a kind of computer equipment, including memory and processor, the memory are stored with computer program, feature exists In the step of processor realizes any one of claims 1 to 7 the method when executing the computer program.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program The step of method described in any one of claims 1 to 7 is realized when being executed by processor.
CN201910651463.7A 2019-07-18 2019-07-18 The method, apparatus and computer equipment of offer Weather information based on data analysis Pending CN110493722A (en)

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Application publication date: 20191122