CN109785192A - Tourism intelligent perception system based on Internet of Things - Google Patents
Tourism intelligent perception system based on Internet of Things Download PDFInfo
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- CN109785192A CN109785192A CN201910054003.6A CN201910054003A CN109785192A CN 109785192 A CN109785192 A CN 109785192A CN 201910054003 A CN201910054003 A CN 201910054003A CN 109785192 A CN109785192 A CN 109785192A
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Abstract
The present invention provides a kind of tourism intelligent perception system based on Internet of Things, comprising: awareness apparatus module, for tourism and traffic awareness apparatus；Intelligent gateway platform comprising: data access subsystem communicates to connect with the awareness apparatus module, can be realized access, lifecycle management and the online management of isomery awareness apparatus；Data process subsystem is connect with the data access subsystem, and the data for transmitting to the awareness apparatus module are standardized and forward；IN service module is connected with the data process subsystem, for realizing all kinds of business of traffic for tourism intelligent Service.The system is merged by internet of things data,, being capable of actively perceive tourism relevant information, in time arrangement and adjustment tour plan by terminal device centered on tourist.
Description
Technical field
The present invention relates to tourism interaction systems fields.It is more particularly related to a kind of tourism based on Internet of Things
Intelligent perception system.
Background technique
Along with social development, Self-esteam and Self-actualization Needs be increasingly while meeting certain material demand by people
Enhancing, the tourism development for being able to satisfy people's spiritual need are also risen in this world.As the very strong tourist industry excellent service standard of service
Increasingly valued by consumer, this is also the certainty of social development.The further development of tourist industry should meet with its excellent service standard
The demand of each level obtains the various information of physical world by modes such as information sensings, in conjunction with internet, mobile radio communication etc.
Network carries out the transmission and interaction of information, is analyzed and processed using intelligent Computation Technology to information, improves to the material world
Sensing capability realizes the technology of Internet of things of intelligentized decision and control, and tourism can be made to be full of resource.Technology of Internet of things and tourism
Tourism development has been complied in the fusion of industry, and Internet of Things framework will push tourist industry quality to climb up new step.Currently, in the market
Although the form of product is relatively simple, is not able to satisfy the need of people there are many products relevant to Intelligent internet of things
It asks.
Summary of the invention
It is excellent it is an object of the invention to solve at least the above problems and/or defect, and provide at least to will be described later
Point.
It is a still further object of the present invention to provide a kind of tourism intelligent perception system based on Internet of Things, the system pass through
Internet of things data fusion, centered on tourist, by awareness apparatus, can actively perceive travel relevant information, arrange in time and
Adjust tour plan.
In order to realize object of the present invention and further advantage, the tourism intelligence based on Internet of Things that the present invention provides a kind of
Energy sensory perceptual system, comprising:
Awareness apparatus module, for tourism and traffic awareness apparatus；
Intelligent gateway platform comprising:
Data access subsystem communicates to connect with the awareness apparatus module, can be realized connecing for isomery awareness apparatus
Enter, lifecycle management and online management；
Data process subsystem is connect with the data access subsystem, for transmitting to the awareness apparatus module
Data be standardized and forward；
IN service module is connected with the data process subsystem, for realizing each of traffic for tourism intelligent Service
Class business.
Preferably, the tourism intelligent perception system based on Internet of Things, the data process subsystem include:
Data normalization processing module is connected with the data access subsystem, for transmitting to the awareness apparatus
Data be standardized；
Data rule engine modules are connected with the data normalization processing module, for by standardization
Data are filtered forwarding according to corresponding rule；
Data share exchange module is connected with the data rule engine modules, for the data after filtering forwarding
It stored, calculated, exchanged or is shared according to business demand.
Preferably, the tourism intelligent perception system based on Internet of Things, the data share exchange module are specific
It include: streaming computing, function calculating, machine learning, message queue and data storage.
Preferably, the tourism intelligent perception system based on Internet of Things, the data access subsystem specifically wrap
It includes:
Equipment AM access module comprising: access authentication module, gateway SDK module, equipment management thread pool module, API net
Close module, collaborative share assembly module, data resolution module, log module and configuration module；
Device management module comprising: life period of an equipment management module and equipment on-line management module.
Preferably, the tourism intelligent perception system based on Internet of Things, the IN service module include:
Intelligent layer is used to carry out profound semantic analysis and excavation to the data that the awareness apparatus acquires, obtain
The semantic information contained；
AI service pool, for the general character submodule for decomposing the functional requirement building for extracting each subdivision field；
Using layer service, specific business demand is constructed using the service function that AI service pool provides.
Preferably, the tourism intelligent perception system based on Internet of Things, the service function provided using AI service pool
Specific business demand can be constructed, is specifically included: the analysis of public opinion, trajectory predictions, preference analysis and intelligent recommendation.
Preferably, the tourism intelligent perception system based on Internet of Things, the intelligent layer specifically include: natural language
Speech processing, machine learning, function calculating, streaming computing, transfer learning and image analysis.
Preferably, the tourism intelligent perception system based on Internet of Things, the awareness apparatus module is specially vehicle
Mounted terminal, Shipborne terminal and wearable smart machine.
Preferably, the tourism intelligent perception system based on Internet of Things, the linear pond module of equipment management, packet
Include linear dynamic expansion module, real-time messages management module and data penetration transmission module.
Preferably, the tourism intelligent perception system based on Internet of Things, the collaborative share assembly module, including
Equipment control is shared and device data is shared.
The present invention is include at least the following beneficial effects: due to being provided with awareness apparatus module, for tourism and traffic perception
Equipment, the real-time perception, data that can conveniently realize all kinds of states, behavior, control etc. under universe tourism scene are uploaded or are moved
It executes.Intelligent gateway platform comprising: data access subsystem communicates to connect, Neng Goushi with the awareness apparatus module
Access, lifecycle management and the online management of existing isomery awareness apparatus；Data process subsystem, with the data access
Subsystem connection, the data for transmitting to the awareness apparatus module are standardized and forward；Therefore, intelligent gateway
Platform can be realized the convenient access of all kinds of perception/execution equipment, comprehensive management, interconnect and data forwarding, building are perceived/held
Data, control channel between row equipment and big data platform.IN service module, with the data process subsystem phase
Even, it for realizing all kinds of business of traffic for tourism intelligent Service, can be calculated in the magnanimity of cloud computing platform offer, storage resource
On the basis of, by Intelligent treatment, the general AI algorithm of domain-oriented, constructs IN service and wish.Therefore, the invention is by melting
" traffic+tourism " the universe tourist service for closing Internet of Things and big data building high efficiency operation, establishes the universe of " traffic+tourism "
Smart travel new model.Building Internet of Things perceives/executes comprehensive intelligent gateway, provides unified solution for the access of isomery multimode device
Method.On the basis of equipment interconnection, the More General Form of data interchange, management is provided, realizes the full industrial chain letter of universe smart travel
Breath is perceived and is shared, and gets through smart travel data universe access.Building includes intelligent layer, AI service pool and applied business layer
Towards traffic for tourism big data intelligent Service layer, general, common technology solution is provided for smart travel operation system.
Further advantage, target and feature of the invention will be partially reflected by the following instructions, and part will also be by this
The research and practice of invention and be understood by the person skilled in the art.
Detailed description of the invention
Fig. 1 is the flow diagram of the tourism intelligent perception system in one embodiment of the present of invention based on Internet of Things；
Fig. 2 is the flow diagram of intelligent gateway platform；
Fig. 3 is the flow diagram of the data access subsystem in a wherein embodiment of the invention；
Fig. 4 is the flow diagram of the data process subsystem in a wherein embodiment of the invention；
Fig. 5 is the flow diagram of the IN service module in a wherein embodiment of the invention.
Specific embodiment
Present invention will be described in further detail below with reference to the accompanying drawings, to enable those skilled in the art referring to specification text
Word can be implemented accordingly.
As depicted in figs. 1 and 2, the tourism intelligent perception system provided in an embodiment of the present invention based on Internet of Things, comprising: sense
EM equipment module is known, for tourism and traffic awareness apparatus；Intelligent gateway platform comprising: data access subsystem, and it is described
The communication connection of awareness apparatus module, can be realized access, lifecycle management and the online management of isomery awareness apparatus；Data
Processing subsystem is connect with the data access subsystem, and the data for transmitting to the awareness apparatus module are marked
Standardization processing and forwarding；IN service module is connected with the data process subsystem, for realizing traffic for tourism Intellectual garment
All kinds of business of business.
Due to being provided with awareness apparatus module, for tourism and traffic awareness apparatus, universe tourism can be conveniently realized
The real-time perception, data of all kinds of states, behavior, control etc. under scene upload or movement executes.Intelligent gateway platform comprising:
Data access subsystem communicates to connect with the awareness apparatus module, can be realized access, the Quan Shengming of isomery awareness apparatus
Cycle management and online management；Data process subsystem is connect with the data access subsystem, for setting to the perception
The data of standby module transmission are standardized and forward；Therefore, intelligent gateway platform can be realized all kinds of perception/execution and set
Standby convenient access, comprehensive management interconnect and data forwarding, construct the number of perception/between execution equipment and big data platform
According to, control channel.IN service module is connected with the data process subsystem, for realizing traffic for tourism intelligent Service
All kinds of business, can cloud computing platform provide magnanimity calculate, storage resource on the basis of, by Intelligent treatment, towards
The general AI algorithm in field, building IN service are wished.
It should be noted that Fig. 2 gives the physical relationship figure of intelligent gateway platform.Intelligent gateway platform is mainly from two sides
Face research: from the angle of equipment management, the problems such as the access of study of various terminal device, intercommunication；From the angle of data management, grind
Study carefully the convergences of data, standardization, exchange with it is shared etc..This two parts collectively forms the perception of integrated management traffic for tourism big data eventually
The intelligent gateway platform at end, that is, equipment management and data path level.IoT is Internet of Things (Internet of Things, contracting
Write IoT) abbreviation.AI is artificial intelligence (Artificial Intelligence, abridge AI).
In a wherein specific embodiment, as shown in figure 4, the tourism intelligent perception system based on Internet of Things,
The data process subsystem includes: data normalization processing module, is connected with the data access subsystem, for institute
The data for stating awareness apparatus transmission are standardized；Data rule engine modules handle mould with the data normalization
Block is connected, for the data of standardization to be filtered forwarding according to corresponding rule；Data share exchange module,
It is connected with the data rule engine modules, for being stored, being calculated according to business demand to the data after filtering forwarding, handed over
It changes or shares.
Under traffic for tourism application background, there is magnanimity, multi-source, more rulers by the collected data of all kinds of terminal devices
The features such as degree, multi-class and multidate.Data management system, which is mainly responsible for, marks the collected data of all kinds of perception terminals
Quasi-ization processing, is filtered forwarding according to corresponding rule, is then stored, calculated, exchanged or shared according to business demand,
Basic data is provided for intelligent Service.Granularity of classification is determined according to device type, data usage scenario and storage demand, is divided
Class hierarchy etc. carries out category division to collected data, then (is stored, exchanged and made using intention according to final data
With mode) sorted data are standardized.Forward rule is set according to quantity type and service logic, by data
Circulation is dealt into corresponding calculation processing unit: streaming computing, function calculate, message is shared etc., or carry out the friendship between equipment
It changes, share.According to the above research contents, equipment management is solved with data path level needs: supporting Multi net voting technology, multi-protocols
Heterogeneous terminals device assess technology.Support heterogeneous terminals life period of an equipment remote online administrative skill.Multi-source heterogeneous number
According to standardization and forward rule engine study.
In a wherein specific embodiment, the tourism intelligent perception system based on Internet of Things, the data are total to
It enjoys Switching Module to specifically include: streaming computing, function calculating, machine learning, message queue and data storage.
In a wherein specific embodiment, as shown in figure 3, the tourism intelligent perception system based on Internet of Things,
The data access subsystem specifically includes: equipment AM access module comprising: access authentication module, gateway SDK module, equipment
Manage thread pool module, API gateway module, collaborative share assembly module, data resolution module, log module and configuration module；
Device management module comprising: life period of an equipment management module and equipment on-line management module.
The life period of an equipment management provides the complete equipment life period management function from facility registration to deletion
Can: in equipment offline Notification of Changes, equipment state obtain in real time, data acquisition or storage etc..The equipment on-line management provides
Equipment on-line debugging, Remote configuration and upgrading, equipment and application decoupling etc..It can be realized equipment remote online management, reduction is set
Standby malfunction elimination, repair time guarantee that equipment is in good operating status.It is provided for terminal device and is directly accessed and passes through subnet
Close access two ways indirectly.Support the various network communications technology such as 2/3/4G, NB-IoT, LoRa and CoAP, MQTT,
HTTPS plurality of devices access protocol provides various terminal equipment with long connection or the access of short connection type, solves heterogeneous network and set
Standby access-in management problem.It is real to realize that heterogeneous device intelligence access function, the access subsystem should provide multi-protocol analysis SDK
Existing user equipment flexible access.A kind of mode is the equipment access protocol of the pre-designed standard of access subsystem, then by this
Corresponding protocol encapsulation is issued at SDK.User realizes the access of heterogeneous device based on the SDK；Another way is to design one
Puppy parc template, it is interim to generate the SDK for being suitble to the equipment to access, to realize the intrinsic agreement of equipment and access subsystem data
The conversion of transport protocol.The API trusteeship service of high-performance, High Availabitity is provided, helping user to open to the outside world, it is deployed in ECS, holds
The application such as device service.Complete API publication, management, maintenance life cycle management are provided, to realize the acquisition to equipment or data
And it uses.
In a wherein specific embodiment, as shown in figure 5, the tourism intelligent perception system based on Internet of Things,
The IN service module includes: intelligent layer, is used to carry out profound semanteme point to the data that the awareness apparatus acquires
Analysis and excavation, obtain the semantic information contained；AI service pool extracts being total to for the functional requirement building in each subdivision field for decomposition
Temper module；Using layer service, specific business demand is constructed using the service function that AI service pool provides.Wherein, described
Intelligent layer specifically includes: natural language processing, machine learning, function calculating, streaming computing, transfer learning and image analysis.Benefit
Specific business demand is constructed with the service function that AI service pool provides, is specifically included: the analysis of public opinion, trajectory predictions, preference point
Analysis and intelligent recommendation.
On the basic functions such as calculating, the storage and management that cloud computing platform provides, to the more of internet of things equipment access layer
Source multimode data carries out profound semantic analysis and excavation.By streaming computing, image intelligent processing, natural language processing etc.
Artificial intelligence technology carries out intelligent processing to the data of acquisition, obtains its semantic information contained.In smart travel, it is related to
To " eat, live, go, sightseeing, shopping and entertainment, quotient, support, spare time, feelings, surprise " etc., especially universe, which is traveled, can be related to more subdivision fields.
Static state sees that there are apparent industry vertical features in these fields；Dynamic sees that intersection interacts between them.From design of information system
From the point of view of angle, each field of segmenting has many common requirements and functional unit.For this feature, decomposes and extract each subdivision field
Functional requirement, building general character submodule form an AI service pool.The service function provided using AI service pool, building public sentiment point
The functional unit towards specific business demand such as analysis, trajectory predictions, preference analysis, intelligent recommendation is smart travel field industry
Business building provides support.Tourism big data IN service layer needs solve: abstract and realization is towards traffic for tourism intelligent Service
The AI service pool general character unit of demand.Building applies layer service towards traffic for tourism intelligent Service demand.
In a wherein specific embodiment, the tourism intelligent perception system based on Internet of Things, the perception is set
Standby module is specially car-mounted terminal, Shipborne terminal and wearable smart machine.
Vehicle/Shipborne terminal positions the demand with state aware management when can be realized towards tourist communications high-precision real, if
Meter exploitation is based on ESIM technology integration Beidou/GPS module, realizes that GPRS, BD2/GPS satellite position in real time, can cooperate used
Property navigation etc. realize that the fusion of multi-source location information and blind area are mended and pass function, support that standard OBD interface and a variety of data export mode,
Support the functions such as on-line software updating；For tourist, wearable smart machine mainly includes high accuracy positioning, based on position
Speech sound eeplaining, navigation, safety management, Team Management and other location-based services etc..For tour guide, main includes signing in real time
It arrives, Team Management, track management, safety management etc..Key therein be high-precision location technique under complicated tourist environment and
Power consumption control techniques.
In a wherein specific embodiment, the tourism intelligent perception system based on Internet of Things, the equipment pipe
Lineation pond module, including linear dynamic expansion module, real-time messages management module and data penetration transmission module.
The equipment that 100,000 grades be may be implemented by equipment management thread pool is concurrent and million grades of equipment access, by thread pool
In thread realized with contention mode to the access-in management of equipment.Extended capability with high performance: supporting linear dynamic expansion,
100,000 equipment can be supported while being connected；With real-time messages management: when equipment and equipment management thread pool establish data channel
Afterwards, long connection can be kept with equipment, reduction is shaken hands the time, guarantees the real-time arrival of message；Also have and support data penetration transmission: supporting
The mode of binary system transparent transmission passes to device data on the server of oneself, to guarantee user to the safely controllable property of data.
In a wherein specific embodiment, the tourism intelligent perception system based on Internet of Things, the equipment is total to
Assembly module is enjoyed, including equipment control is shared and device data is shared.
System provides authorization of the Topic across account, and user is helped to realize data sharing and equipment interaction across manufacturer.It is described
Equipment control is shared, and based on Sharing Center equipment control to may be implemented shared.The device data is shared can be with based on Sharing Center
Realize that device data is shared.Diversified Internet of Things application is supported by shared mechanism.
Therefore, embodiment provided by the invention: one, based on the high-precision location technique of multisource data fusion.For Guilin
Duo Shan, more waters, more valleys tourist environment feature, the multi-sources location information such as fusion inertial navigation, speed, base station, GPS and Beidou is dynamic
State merges location technology, realizes seamless high accuracy positioning and navigation under universe environment, meets the universes such as vehicle, ship, people tourism needs.
Two, the standardization of multi-source heterogeneous data and forward rule engine.By the feature of technology of Internet of things perception data, to these features
Different data are standardized as subsequent data forwarding, shared provide normal data.Pass through design SQL-like language rule
Setting then realizes the filtering to perception data and is forwarded to big data processing analysis platform, carries out intellectual analysis.Three, towards
The intelligent algorithm library of traffic for tourism data intelligence processing demand.For the universe tourism new model of " traffic+tourism ", traffic is studied
Big data and tourism big data convergence analysis method, based on traffic information tourist's water conservancy diversion and rescue, traffic+sight spot+lodging+
Versatility algorithm is researched and developed in terms of the ticketing services integrated designs such as shopping, intelligence ticket checking and the crucial application demand such as payment authentication
Library.
As described above, the system is merged by internet of things data, it, can be actively by terminal device centered on tourist
Perception tourism relevant information, arranges and adjusts in time tour plan.
Although the embodiments of the present invention have been disclosed as above, but its is not only in the description and the implementation listed
With.It can be applied to various suitable the field of the invention completely.It for those skilled in the art, can be easily
Realize other modification.Therefore without departing from the general concept defined in the claims and the equivalent scope, the present invention is simultaneously unlimited
In specific details and legend shown and described herein.
Claims (10)
1. the tourism intelligent perception system based on Internet of Things characterized by comprising
Awareness apparatus module, for tourism and traffic awareness apparatus；
Intelligent gateway platform comprising:
Data access subsystem is communicated to connect with the awareness apparatus module, can be realized the access, complete of isomery awareness apparatus
Life cycle management and online management；
Data process subsystem is connect with the data access subsystem, the number for transmitting to the awareness apparatus module
According to being standardized and forward；
IN service module is connected with the data process subsystem, for realizing all kinds of industry of traffic for tourism intelligent Service
Business.
2. the tourism intelligent perception system based on Internet of Things as described in claim 1, which is characterized in that data processing
System includes:
Data normalization processing module is connected with the data access subsystem, the number for transmitting to the awareness apparatus
According to being standardized；
Data rule engine modules are connected with the data normalization processing module, for by the data of standardization
Forwarding is filtered according to corresponding rule；
Data share exchange module is connected with the data rule engine modules, for filtering forwarding after data according to
Business demand is stored, is calculated, exchanged or is shared.
3. the tourism intelligent perception system based on Internet of Things as claimed in claim 2, which is characterized in that the data sharing is handed over
Mold changing block specifically includes: streaming computing, function calculating, machine learning, message queue and data storage.
4. the tourism intelligent perception system based on Internet of Things as described in claim 1, which is characterized in that data access
System specifically includes:
Equipment AM access module comprising: access authentication module, gateway SDK module, equipment management thread pool module, API gateway mould
Block, collaborative share assembly module, data resolution module, log module and configuration module；
Device management module comprising: life period of an equipment management module and equipment on-line management module.
5. the tourism intelligent perception system based on Internet of Things as described in claim 1, which is characterized in that the IN service mould
Block includes:
Intelligent layer is used to carry out profound semantic analysis and excavation to the data that the awareness apparatus acquires, and acquisition is contained
Semantic information；
AI service pool, for the general character submodule for decomposing the functional requirement building for extracting each subdivision field；
Using layer service, specific business demand is constructed using the service function that AI service pool provides.
6. the tourism intelligent perception system based on Internet of Things as claimed in claim 5, which is characterized in that mentioned using AI service pool
The service function of confession constructs specific business demand, specifically includes: the analysis of public opinion, trajectory predictions, preference analysis and intelligent recommendation.
7. the tourism intelligent perception system based on Internet of Things as claimed in claim 5, which is characterized in that the intelligent layer is specific
It include: natural language processing, machine learning, function calculating, streaming computing, transfer learning and image analysis.
8. the tourism intelligent perception system based on Internet of Things as described in claim 1, which is characterized in that the awareness apparatus mould
Block is specially car-mounted terminal, Shipborne terminal and wearable smart machine.
9. the tourism intelligent perception system based on Internet of Things as claimed in claim 4, which is characterized in that the equipment management line
Property pond module, including linear dynamic expansion module, real-time messages management module and data penetration transmission module.
10. the tourism intelligent perception system based on Internet of Things as claimed in claim 4, which is characterized in that the collaborative share
Assembly module, including equipment control is shared and device data is shared.
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| CN2018116254345 | 2018-12-28 | ||
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