CN107358314B - Thermodynamic diagram processing method and system - Google Patents

Thermodynamic diagram processing method and system Download PDF

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CN107358314B
CN107358314B CN201710468330.7A CN201710468330A CN107358314B CN 107358314 B CN107358314 B CN 107358314B CN 201710468330 A CN201710468330 A CN 201710468330A CN 107358314 B CN107358314 B CN 107358314B
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thermodynamic diagram
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CN107358314A (en
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刘畅
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ZTE ICT Technologies Co Ltd
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    • G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
    • G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
    • G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
    • G01S19/42—Determining position
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
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Abstract

The invention provides a thermodynamic diagram processing method and a thermodynamic diagram processing system, wherein the thermodynamic diagram processing method comprises the following steps: receiving positioning data; acquiring at least one path according to the positioning data; according to the method and the device, the action path of the action is predicted in at least one path according to the characteristic attributes of the action and the historical motion paths, and the problems that in the prior art, action data of the action can be displayed only at the moment of a certain time point, positioning data of the action can be presented in real time, the trace of the action is traced, and the future motion trail of the action is predicted are solved.

Description

Thermodynamic diagram processing method and system
Technical Field
The invention relates to the technical field of thermodynamic diagrams, in particular to a thermodynamic diagram processing method and a thermodynamic diagram processing system.
Background
An enthusiasm is an illustration of a page area that is enthusiastic to visitors and the geographic area in which the visitors are located in a special highlighted form. The thermodynamic diagram can explicitly and intuitively present data by distributing the data through different color blocks, and visitor focus of each area can be intuitively and clearly seen without reporting data analysis.
The thermodynamic diagram can capture one or more items of access data such as click quantity, channel source and geographic position of a webpage in a user website, records and calculates the accessed data, and converts the accessed data into different color values, so that the visual color diagram can visually reflect the access condition of the user to the webpage content. And obtaining the access data subdivision data in the fixed area by circling the position of the thermodynamic diagram. The static thermodynamic diagrams are presented in pictures or pages, if a user wants to view the change of access data in different time periods, the user can only manually switch the presentation time periods of the thermodynamic diagrams, and then view the thermodynamic diagrams in each time period respectively.
Thermodynamic diagrams in the prior art are mainly used for collecting website user behavior data, and the collected user behavior data are presented at a moment of a certain time point. The method has the defects that the scene of people stream data acquisition and the like is defective, the tracking data of the agent cannot be known through the traditional thermodynamic diagram, and the future behavior of the agent cannot be predicted.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art or the related art.
To this end, it is an object of the invention to propose a method for processing a thermodynamic diagram.
Another object of the invention is to propose a thermodynamic diagram processing system.
In view of the above, according to an object of the present invention, a method for processing a thermodynamic diagram is provided, including: receiving positioning data; acquiring at least one path according to the positioning data; and predicting the motion path of the agent in at least one path according to the characteristic attribute of the agent and the historical motion path.
The invention provides a recommendation method of a thermodynamic diagram processing method, which comprises the steps of generating positioning data after an agent enters a GPS signal coverage area, acquiring a plurality of possible motion paths of the agent comprising the positioning data according to the positioning data, predicting a motion path to be walked by the agent from the possible motion paths of the agent according to characteristic attributes of the agent or historical motion paths of the agent, for example, acquiring a first motion path to a fifth motion path according to the positioning data, wherein the characteristic attributes of the agent are that the agent ever goes to a sight spot A on the second motion path, and judging that the probability of the agent walking the second motion path is lower than that of other four motion paths at the moment. Tracing back the trace of the agent and predicting the future motion trajectory of the agent can help make decisions related to the future motion trajectory of the agent with precision.
The recommendation method for the thermodynamic diagram processing method further has the following technical characteristics:
in the above technical solution, preferably, before acquiring at least one path according to the positioning data, the method further includes: and acquiring the characteristic attribute of the agent.
According to the technical scheme, before the plurality of paths are obtained according to the positioning data, the characteristic attributes of the agent can be obtained, and then the future motion trail of the agent is accurately predicted according to the attributes of the agent.
In any of the above technical solutions, preferably, the method further includes: and saving the motion path of the agent.
In the technical scheme, the motion path of the agent is saved and used as a subsequent historical motion path and a basis for predicting the future motion trail of the agent, for example, the probability of walking again of the historical motion path which the agent has once walked is small.
In any of the above technical solutions, preferably, the method further includes: receiving a request for acquiring a motion path of an agent; and sending the motion path of the actor to the thermal user interface platform so as to display the motion path of the actor on the thermal user interface platform.
In the technical scheme, when a user needs to acquire the motion path of the agent, the motion path of the agent is sent to the thermal user interface platform, and the motion path of the agent is displayed on the thermal user interface platform, so that the user can know the future motion path of the agent more intuitively.
In any of the above technical solutions, preferably, the agent characteristic attribute includes one or a combination of the following: regional weather conditions, regional stay time, regional parking lot location, number of regional parking lots.
In this embodiment, the attribute of the agent includes one or a combination of the following, but is not limited thereto: the area weather condition, the area sojourn time, the area parking lot position, the number of area parking lots, for example, when the attribute of the characteristic of the agent is the area weather condition and the area weather is rainy, the motion path of the agent may be predicted not to include the outdoor area path, or when the attribute of the characteristic of the agent is the area sojourn time, the motion path of the agent may be predicted to be a path smaller than the area sojourn time.
According to another object of the present invention, a thermodynamic diagram processing system is provided, including: a first receiving unit, configured to receive positioning data; the path acquisition unit is used for acquiring at least one path according to the positioning data; and the processing unit is used for predicting the motion path of the agent in at least one path according to the characteristic attribute of the agent and the historical motion path.
The recommendation system of the thermodynamic diagram processing system provided by the invention has the advantages that after an agent enters a GPS signal coverage area, positioning data is generated, the path acquisition unit acquires a plurality of possible motion paths of the agent comprising the positioning data according to the positioning data, the processing unit predicts the motion path of the agent to be walked in the possible motion paths of the agent according to the characteristic attribute of the agent or the historical motion path of the agent, for example, the first to fifth motion paths are acquired according to the positioning data, the characteristic attribute of the agent is that the agent ever goes to the A sight spot on the second motion path, the probability of judging that the second motion path is walked by the agent is smaller than that of the other four motion paths, the problem that the agent behavior data can be displayed only at the moment of a certain time point in the prior art is solved, the positioning data of the agent can be presented in real time, tracing back the trace of the agent and predicting the future motion trajectory of the agent can help make decisions related to the future motion trajectory of the agent with precision.
The recommendation system of the processing system of the thermodynamic diagram according to the present invention may further have the following technical features:
in the above technical solution, preferably, the method further includes: and the path acquisition unit is used for acquiring the characteristic attribute of the agent.
According to the technical scheme, before the plurality of paths are acquired according to the positioning data, the path acquisition unit can acquire the characteristic attribute of the agent, and then accurately predict the future motion trail of the agent according to the attribute of the agent.
In any of the above technical solutions, preferably, the method further includes: and the storage unit is used for storing the motion path of the agent.
In the technical scheme, the storage unit stores the motion path of the agent as a subsequent historical motion path and as a basis for predicting a future motion trajectory of the agent, for example, the probability of walking again of the historical motion path the agent has once walked is small.
In any of the above technical solutions, preferably, the method further includes: a second receiving unit, configured to receive a request for acquiring a motion path of an agent; and the sending unit is used for sending the actor motion path to the thermal user interface platform so as to display the actor motion path for the thermal user interface platform.
In the technical scheme, when a user needs to acquire the motion path of the agent, the motion path of the agent is sent to the thermal user interface platform, and the motion path of the agent is displayed on the thermal user interface platform, so that the user can know the future motion path of the agent more intuitively.
In any of the above technical solutions, preferably, the agent characteristic attribute includes one or a combination of the following: regional weather conditions, regional stay time, regional parking lot location, number of regional parking lots.
In this embodiment, the attribute of the agent includes one or a combination of the following, but is not limited thereto: the area weather condition, the area sojourn time, the area parking lot position, the number of area parking lots, for example, when the attribute of the characteristic of the agent is the area weather condition and the area weather is rainy, the motion path of the agent may be predicted not to include the outdoor area path, or when the attribute of the characteristic of the agent is the area sojourn time, the motion path of the agent may be predicted to be a path smaller than the area sojourn time.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
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The above and/or additional aspects and advantages of the present invention will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
FIG. 1a shows a flow diagram of a method of processing a thermodynamic diagram according to an embodiment of the invention;
FIG. 1b shows a schematic flow diagram of a method of processing a thermodynamic diagram according to another embodiment of the invention;
FIG. 2 shows a schematic block diagram of a processing system for a thermodynamic diagram of one embodiment of the invention;
FIG. 3 illustrates a processing system diagram of a thermodynamic diagram of a specific embodiment of the invention;
FIG. 4 shows a block diagram of a thermodynamic diagram processing system in accordance with a specific embodiment of the present invention.
Wherein, the correspondence between the reference numbers and the names of the components in fig. 4 is:
302GPS transmitting device, 304GPS receiving base station, 306 data analysis platform, 308 thermodynamic diagram UI platform.
Detailed Description
In order that the above objects, features and advantages of the present invention can be more clearly understood, a more particular description of the invention will be rendered by reference to the appended drawings. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention, however, the present invention may be practiced in other ways than those specifically described herein, and therefore the scope of the present invention is not limited to the specific embodiments disclosed below.
In an embodiment of the first aspect of the present invention, a method for processing a thermodynamic diagram is provided, and fig. 1a illustrates a flow diagram of the method for processing the thermodynamic diagram according to an embodiment of the present invention. The processing method comprises the following steps:
step 102, receiving positioning data;
step 104, acquiring at least one path according to the positioning data;
and step 106, predicting the motion path of the agent in at least one path according to the characteristic attribute of the agent and the historical motion path.
The invention provides a recommendation method of a thermodynamic diagram processing method, which comprises the steps of generating positioning data after an agent enters a GPS signal coverage area, acquiring a plurality of possible motion paths of the agent comprising the positioning data according to the positioning data, predicting a motion path to be walked by the agent from the possible motion paths of the agent according to characteristic attributes of the agent or historical motion paths of the agent, for example, acquiring a first motion path to a fifth motion path according to the positioning data, wherein the characteristic attributes of the agent are that the agent ever goes to a sight spot A on the second motion path, and judging that the probability of the agent walking the second motion path is lower than that of other four motion paths at the moment. Tracing back the trace of the agent and predicting the future motion trajectory of the agent can help make decisions related to the future motion trajectory of the agent with precision.
Fig. 1b shows a flow chart of a method for processing a thermodynamic diagram according to another embodiment of the present invention, and the method for processing a thermodynamic diagram according to some embodiments of the present invention is described below with reference to fig. 1 b.
In one embodiment of the present invention, as shown in fig. 1b, preferably, the processing method includes:
step 102, receiving positioning data;
step 108, acquiring characteristic attributes of the agent;
step 104, acquiring at least one path according to the positioning data;
and step 106, predicting the motion path of the agent in at least one path according to the characteristic attribute of the agent and the historical motion path.
In this embodiment, before the plurality of paths are obtained according to the positioning data, the attribute of the agent is obtained, and then the future motion trajectory of the agent is accurately predicted according to the attribute of the agent.
In one embodiment of the present invention, as shown in fig. 1b, preferably, the processing method includes:
step 102, receiving positioning data;
step 108, acquiring characteristic attributes of the agent;
step 104, acquiring at least one path according to the positioning data;
step 106, predicting an agent motion path in at least one path according to the agent characteristic attribute and the historical motion path;
step 110, storing the motion path of the agent;
step 112, receiving a request for acquiring a motion path of an agent;
and step 114, sending the motion path of the actor to the thermal user interface platform so as to display the motion path of the actor on the thermal user interface platform.
In this embodiment, the actor motion path is saved as a subsequent historical operation path and used as a basis for predicting a future motion trajectory of the actor, for example, the probability of walking again of the historical operation path that the actor has once walked is small, when the user needs to acquire the actor motion path, the actor motion path is sent to the thermal user interface platform, and the actor motion path is displayed on the thermal user interface platform, so that the user can more intuitively know the future motion path of the actor.
In one embodiment of the present invention, preferably, the agent characteristic attribute comprises one or a combination of the following: regional weather conditions, regional stay time, regional parking lot location, number of regional parking lots.
In this embodiment, the agent characteristic attribute includes one or a combination of, but is not limited to: the area weather condition, the area sojourn time, the area parking lot position, the number of area parking lots, for example, when the attribute of the characteristic of the agent is the area weather condition and the area weather is rainy, the motion path of the agent may be predicted not to include the outdoor area path, or when the attribute of the characteristic of the agent is the area sojourn time, the motion path of the agent may be predicted to be a path smaller than the area sojourn time.
In an embodiment of the second aspect of the present invention, a processing system 200 of a thermodynamic diagram is provided, and fig. 2 shows a schematic block diagram of the processing system 200 of the thermodynamic diagram according to an embodiment of the present invention. Wherein, this system includes:
a first receiving unit 202, configured to receive positioning data;
a path obtaining unit 204, configured to obtain at least one path according to the positioning data;
and the processing unit 206 is configured to predict an agent motion path in at least one path according to the agent feature attribute and the historical motion path.
The recommendation system 200 of the thermodynamic diagram processing system provided by the invention generates positioning data after an agent enters a GPS signal coverage area, the path obtaining unit 204 obtains a plurality of possible motion paths of the agent including the positioning data according to the positioning data, the processing unit 206 predicts a motion path that the agent will walk in the possible motion paths of the agent according to characteristic attributes of the agent or historical motion paths of the agent, for example, a first motion path to a fifth motion path is obtained according to the positioning data, the characteristic attributes of the agent are that the agent ever goes to a sight spot a on the second motion path, and then the probability of judging that the agent walks the second motion path is lower than that of the other four motion paths, so that the problem that the agent behavior data can be displayed only at the moment of a certain time point in the prior art is solved, the positioning data of the agent can be presented in real time, the trace of the agent can be traced, the future motion trail of the agent can be predicted, and the decision related to the future motion trail of the agent can be accurately made.
In an embodiment of the present invention, as shown in fig. 2, it is preferable that the method further includes:
a path obtaining unit 208, configured to obtain the attribute of the actor characteristic.
In this embodiment, before acquiring the plurality of paths according to the positioning data, the path acquiring unit may acquire the characteristic attribute of the agent, and accurately predict a future motion trajectory of the agent according to the attribute of the agent.
In an embodiment of the present invention, as shown in fig. 2, it is preferable that the method further includes:
and the storage unit 210 is used for storing the motion path of the agent.
In this embodiment, the storage unit stores the motion path of the agent as a subsequent historical movement path and as a basis for predicting a future motion trajectory of the agent, for example, the historical movement path that the agent has once walked has a smaller probability of walking again.
In an embodiment of the present invention, as shown in fig. 2, it is preferable that the method further includes:
a second receiving unit 212, configured to receive a request for obtaining a motion path of an agent;
a sending unit 214, configured to send the actor motion path to the thermal user interface platform, so as to show the actor motion path for the thermal user interface platform.
In this embodiment, when the user needs to acquire the actor motion path, the actor motion path is sent to the thermal user interface platform, and the actor motion path is displayed on the thermal user interface platform, so that the user can more intuitively know the actor future motion path.
In one embodiment of the present invention, preferably, the agent characteristic attribute comprises one or a combination of the following: regional weather conditions, regional stay time, regional parking lot location, number of regional parking lots.
In this embodiment, the agent characteristic attribute includes one or a combination of, but is not limited to: the area weather condition, the area sojourn time, the area parking lot position, the number of area parking lots, for example, when the attribute of the characteristic of the agent is the area weather condition and the area weather is rainy, the motion path of the agent may be predicted not to include the outdoor area path, or when the attribute of the characteristic of the agent is the area sojourn time, the motion path of the agent may be predicted to be a path smaller than the area sojourn time.
In a processing system of a thermodynamic diagram of a specific embodiment of the present invention, the system includes: firstly, a GPS transmitting device 302 and a GPS receiving base station 304 are installed in an area needing to display thermal data, and each GPS receiving base station 304 is uniformly deployed in the area according to a signal range, namely, each area range is covered by a GPS-like signal. The agent is attached with a micro GPS data positioning device before entering the area, once entering the area, the micro GPS positioning device receives the specific GPS signal sent by the GPS sending device 302 and accurately positions the physical position, and after the positioning is successful, the data is sent to the GPS receiving base station 304.
The GPS receiving base station 304 transmits the GPS data to the central database of the data analysis platform 306 through a proprietary network. The data analysis platform 306 establishes a thermal data model while receiving the GPS data, where the thermal data model is a set of N regular paths, and is denoted by V ═ R { (R)1，R2......RiRi represents the ith regular path, each regular path is a complete route that an actor often passes through at the same approximate time, and each regular path is formed by a group of directed edges and is marked as R ═ E1n，E2n，......EinThere is a directed edge E between the map coordinate gridsmnDenotes a slave point gmTo point gnAll will contain EmnIs saved to V ═ R1，R2......RiIn this, after the thermodynamic data model is established, the data analysis platform 306 may perform, according to the imported attribute features of the actor, for example: the method includes the steps that time of entering an area, weather conditions of the area, general stay time of the area, the number of parking lots of the area and the like are carried out, data processing is carried out, and a future motion track of an agent is predicted, for example, first to fifth motion paths are obtained according to positioning data, the characteristic attribute of the agent is that the agent ever goes to a scenic spot on the second motion path, at the moment, the probability that the agent walks the second motion path is judged to be smaller than that of the other four motion paths, or when the characteristic attribute of the agent is the area weather conditions and the area weather is rainy, the motion path of the agent does not include an outdoor area path, or when the characteristic attribute of the agent is the area stay time, the motion path of the agent can be predicted to be a path smaller than the area stay time, and the existing and historical motion tracks are stored.
When the thermodynamic diagram UI platform 308 displays an intelligent thermodynamic diagram, a client receives a request of a user for selecting data, the data analysis platform 306 transmits thermodynamic data for receiving future motion trail of an agent to the thermodynamic diagram UI platform 308 according to the request, and the thermodynamic diagram UI platform 308 presents a final result to the user.
Fig. 4 is a block diagram of a processing system of a thermodynamic diagram according to an embodiment of the present invention, where each GPS transmitting device (not shown) and the GPS receiving base station 304 are limited in range, and in order to ensure that the whole area can cover the GPS-like data signal, the GPS receiving base station 304 must be uniformly deployed in the area. Therefore, the GPS data of the agent can be accurately and timely collected at every moment. Each GPS receiving base station 304 is connected with a central machine room of the data analysis platform 306 through a proprietary network, data are timely transmitted to the data analysis platform 306 to be analyzed and predicted, the thermodynamic diagram UI platform 308 is connected to the data analysis platform 306, and thermodynamic data of future motion trails of the agents are displayed to end users through screens.
In the system for processing the thermodynamic diagrams according to another embodiment of the present invention, the thermodynamic diagram UI platform 308 requests the GPS receiving base station 304 in real time, the GPS receiving base station 304 sends data to the thermodynamic diagram UI platform 308, and the thermodynamic diagram UI platform 308 visually displays the data, where the data is represented by a certain amount of time.
In the description herein, the description of the terms "one embodiment," "some embodiments," "specific embodiments," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (8)

1. A method of processing a thermodynamic diagram, comprising:
receiving positioning data;
acquiring at least one path according to the positioning data;
predicting an agent motion path in the at least one path according to the agent characteristic attribute and the historical motion path;
before the acquiring the at least one path according to the positioning data, the method further includes:
acquiring the characteristic attribute of the agent;
the agent characteristic attribute includes a regional linger time.
2. The method of processing a thermodynamic diagram as claimed in claim 1, further comprising:
and saving the motion path of the agent.
3. The method of processing a thermodynamic diagram as claimed in claim 1, further comprising:
receiving a request for acquiring the motion path of the agent;
and sending the actor motion path to a thermal user interface platform so that the thermal user interface platform can display the actor motion path.
4. The method of processing a thermodynamic diagram according to any one of claims 1 to 3,
the agent characteristic attributes include one or a combination of the following: regional weather conditions, regional parking lot locations, number of regional parking lots.
5. A system for processing a thermodynamic diagram, comprising:
a first receiving unit, configured to receive positioning data;
the path acquisition unit is used for acquiring at least one path according to the positioning data;
the processing unit is used for predicting an agent motion path in the at least one path according to the agent characteristic attribute and the historical motion path;
further comprising:
the attribute acquisition unit is used for acquiring the characteristic attribute of the agent;
the agent characteristic attribute includes a regional linger time.
6. The thermodynamic diagram processing system of claim 5, further comprising:
and the storage unit is used for storing the motion path of the actor.
7. The thermodynamic diagram processing system of claim 5, further comprising:
a second receiving unit, configured to receive a request for acquiring the motion path of the agent;
and the sending unit is used for sending the actor motion path to a thermal user interface platform so that the thermal user interface platform can display the actor motion path.
8. The thermodynamic diagram processing system according to one of claims 5 to 7,
the agent characteristic attributes include one or a combination of the following: regional weather conditions, regional parking lot locations, number of regional parking lots.
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