WO2016037525A1 - 确定地图界面的方法和装置 - Google Patents

确定地图界面的方法和装置 Download PDF

Info

Publication number
WO2016037525A1
WO2016037525A1 PCT/CN2015/088005 CN2015088005W WO2016037525A1 WO 2016037525 A1 WO2016037525 A1 WO 2016037525A1 CN 2015088005 W CN2015088005 W CN 2015088005W WO 2016037525 A1 WO2016037525 A1 WO 2016037525A1
Authority
WO
WIPO (PCT)
Prior art keywords
user
digital person
target
data
map
Prior art date
Application number
PCT/CN2015/088005
Other languages
English (en)
French (fr)
Inventor
黄雪妍
邬浩
Original Assignee
华为技术有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 华为技术有限公司 filed Critical 华为技术有限公司
Publication of WO2016037525A1 publication Critical patent/WO2016037525A1/zh
Priority to US15/454,582 priority Critical patent/US10534801B2/en

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/29—Geographical information databases
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
    • G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
    • G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
    • G01C21/34—Route searching; Route guidance
    • G01C21/36—Input/output arrangements for on-board computers
    • G01C21/3679—Retrieval, searching and output of POI information, e.g. hotels, restaurants, shops, filling stations, parking facilities
    • G01C21/3682—Retrieval, searching and output of POI information, e.g. hotels, restaurants, shops, filling stations, parking facilities output of POI information on a road map
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/04817—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance using icons
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
    • G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
    • G06F3/0482—Interaction with lists of selectable items, e.g. menus
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking

Definitions

  • the present invention relates to the field of communications, and in particular, to a method and apparatus for determining a map interface in the field of communications.
  • the well-known electronic map system includes Baidu map, Gaode map, Google map, etc., and users use these map systems. Find, navigate, etc.
  • electronic map systems are becoming more and more important.
  • the existing map system has certain filtering and sorting functions, such as screening by price range, location category, evaluation, etc., the screening options are very limited, and the screening operation is also complicated. More importantly, the existing map system is indifferent to each user's information and lacks personalization. For example, the current map system is very difficult to answer the following questions:
  • the user needs to first find the relevant address information on the search engine (such as Baidu, Google, etc.), and find relevant evaluations on the word-of-mouth website (such as the public comment), in the map program (such as Baidu). Maps, Tiger Collection, Google Maps, etc. can be found on the path to this address, which is obviously more complicated for the user.
  • search engine such as Baidu, Google, etc.
  • map program such as Baidu
  • Maps, Tiger Collection, Google Maps, etc. can be found on the path to this address, which is obviously more complicated for the user.
  • evaluation and other information is important information to the user.
  • the evaluation of one user may not represent another user. The same feeling.
  • presenting all the information of all the restaurants on the map to the user may also cause inconvenience to the user. Because some information is unnecessary or unimportant to the user. For example, there are Wang Pintai, Shihua Western Restaurant, Shangdao Coffee and other restaurants in a certain area. When different users find a place to eat in the area, the map will also present these dining places to all users.
  • Wang Pintai's steak is beyond the consumption budget and belongs to information noise, and the result of Yuhua Restaurant and Shangdao Coffee is what the user expects;
  • Wang Pintai, a buffet restaurant, and a big fisherman’s teppanyaki are all within his selectable range. Will patronize.
  • the existing maps usually provide one or several specific paths, but in real life, for some areas, people who are more familiar with the area may provide more appropriate (shortest or lowest cost) Car routes or shortcuts that provide easier access to a location.
  • These information map systems are usually not available and can only be obtained by word of mouth or by the user searching for the corresponding information and judging it.
  • Some existing map systems can provide some modes for users to choose, or provide users with some behavioral characteristics, and filter map information according to these modes or behavioral features provided by users. This method is still more limited than one-sided, and cannot be Provide users with a fully personalized service. Moreover, the user manually selects or fills in, increasing the burden on the user.
  • Embodiments of the present invention provide a method and apparatus for determining a map interface, which can automatically and flexibly provide a personalized map service.
  • a method for determining a map interface comprising: acquiring an image of an image of a target digital person, wherein the target digital person is generated by a system for generating a digital person, the target digital person corresponding Forming a target user portrait of a plurality of dimensions of the target user, the target user portrait being generated by processing data of a plurality of dimensions from a plurality of data sources; determining map data of the target area, the target area being presented to the user a specific map area; determining a tracking map interface according to the tracking digital dimension image data of the target digital person and the map data, wherein the tracking map interface is used to indicate the tracking property of the target digital person in the target area.
  • the determining, according to the target digital person's whereabouts dimension image data and the map data, determining a tracking map interface according to the target first digital person determine a map interface representing the track and field characteristic of the target first digital person in the target area, including: according to the target, the first digital person's whereabouts dimension in the target area Image data, determining a frequency of occurrence of the target first digital person at a location of the target area; generating, according to a frequency of occurrence of the target digital person at a location of the target area, generating the target digital person a visual element of frequency occurring at a location of the target area, the visual element being used to represent an whereabouts characteristic of the target digital person in the target area; determining a map interface including the visual element as the tracking Map interface.
  • the visual element corresponds to a frequency of occurrence of the target digital person at a location of the target area Thermal map.
  • the visual element includes at least two types of occurrences of the target digital person at a location of the target area Different identifiers corresponding to the frequency.
  • the tracking map interface further includes a corresponding relationship between the identifier and the frequency. legend.
  • the method further comprises: presenting a digital person display control to the user, the digital person display control being in a first state, the first state indicating that the current map interface is not loaded with the digital person's whereabouts dimension image Data; acquiring a first operation action of the user on the digital person display control in the first state; according to the first operation action, presenting a digital person selection control to the user, where the digital person selection control includes multiple available a digital human object loaded; determining a digital person corresponding to the digital human object selected by the user as the target digital person; after determining the tracking map interface according to the tracking dimension image data of the target digital person and the map data
  • the method further includes: presenting the map interface to a user, and presenting a second state of the digital human display control to a user, Said second state indicating the current map screen loaded target track dimension of the digital human portrait data
  • the method further includes: acquiring a second operation action of the user on the digital person display control in the second state; determining, according to the second operation action, background information of the target digital person; A digital person information control is presented, and the digital person information control includes character background information of the target digital person.
  • the method further includes: acquiring a third operation action of the user on the target location on the tracking map interface; according to the third operation action, presenting a target location information control to the user, where the target location information control includes a digital person related to the target location Statistics.
  • an apparatus for determining a map interface comprising: a first obtaining module, configured to acquire an image of the tracer dimension of the target digital person, wherein the target digital person is generated by a system for generating a digital person, The target digital person is composed of a target user portrait corresponding to a plurality of dimensions of the target user, the target user portrait being generated by processing data of a plurality of dimensions from a plurality of data sources; and a first determining module for determining the target area
  • the map data, the target area is a specific map area to be presented to the user, and the second determining module is configured to: according to the target digital person's whereabouts dimension image data acquired by the first acquiring module, and the first Determining the map data determined by the module, determining a tracking map interface, the tracking map interface is used to indicate the whereabouts characteristic of the target digital person in the target area.
  • the second determining module is specifically configured to: determine the target according to the tracking dimension image data of the target digital person in the target area a frequency at which a digital person appears at a location of the target area; generating, according to a frequency of occurrence of the target digital person at a location of the target area, indicating that the target digital person appears at a location of the target area a visual element of frequency used to represent the whereabouts characteristic of the target digital person in the target area; a map interface including the visual element is determined as the tracking map interface.
  • the visual element is corresponding to a frequency of occurrence of the target digital person in a location of the target area Thermal map.
  • the visual element includes at least two types of occurrences of the target digital person at a location of the target area Different identifiers corresponding to the frequency.
  • the tracking map interface further includes, to indicate a correspondence between the identifier and the frequency, legend.
  • the apparatus further includes: presenting a module for presenting a digital human display control to the user, the digital human display control being in a first state, the first state indicating that the current map interface is not loaded with the digital person's whereabouts dimension image data; and the second obtaining module is configured to obtain a first operation action of the digital person display control presented by the user to the presentation module; the presentation module is further configured to present a digital person selection control to the user according to the first operation action acquired by the second acquisition module
  • the digital person selection control includes a plurality of digital human objects that can be used for loading; the device further includes: a third determining module, configured to determine a digital person corresponding to the digital human object selected by the user as the target digital person;
  • the rendering module is further configured to determine, at the second determining module, the tracking location according to the tracking digital dimension image data of the target digital person and the map data.
  • the device further includes: a third acquiring module, configured to acquire, by the user, the number in the second state And a fourth determining module, configured to determine, according to the second operation action acquired by the third acquiring module, the background information of the target digital person; the rendering module is specifically configured to: And displaying the digital person information control to the user, where the digital person information control includes the character background information of the target digital person determined by the fourth determining module.
  • the device further includes: a fourth obtaining module, configured to acquire a third operation action of the user on the target location on the tracking map interface; the rendering module is specifically configured to: according to the third operation action acquired by the fourth acquiring module, to the user A target location information control is presented, and the target location information control includes statistical information of digital persons related to the target location.
  • the device is a terminal.
  • a map system comprising: a user interaction module, Interacting with the user, receiving and responding to the user's operation; determining a module for determining whether to enable the digital person display function; a map database for storing the map data; and an analysis module for the user indication obtained according to the user interaction module Determining map data to be read; a map data reading module, configured to read the map data in the map database according to an analysis result of the analysis module; and a digital human interface, configured to acquire the user interaction a data obtained by the module for the digital person selected by the user; a data conversion module, configured to convert data of the digital person obtained from the digital human interface into data available to the map system; and a data processing module for The map data and the data of the digital person are processed; the drawing display module is configured to generate a tracking map interface for output according to the map data processed by the data processing module and the data of the digital person.
  • the method and apparatus for determining a map interface obtains the image data of the tracked dimension of the target digital person and determines the map data of the target area, thereby obtaining the image data and the map data according to the target digital dimension of the target digital person.
  • the tracking map interface is determined to represent the whereabouts characteristics of the target digital person in the target area, and the personalized map service can be automatically and flexibly provided for the user to improve the user experience.
  • FIG. 1 is a schematic diagram of an architecture of a method of determining a map interface to which an embodiment of the present invention is applied.
  • FIG. 2 is a schematic flow chart of a method of determining a map interface, in accordance with one embodiment of the present invention.
  • FIG. 3 is a schematic diagram of a method of determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 4 is a schematic diagram of a method of determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 5 is a schematic diagram of a method of determining a map interface according to an embodiment of the present invention.
  • FIG. 6 is a schematic diagram of a method of determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 7 is a schematic diagram of a method of determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 8 is a schematic diagram of a method of determining a map interface according to an embodiment of the present invention.
  • FIG. 9 is a schematic block diagram of an apparatus for determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 10 is a schematic block diagram of an apparatus for determining a map interface in accordance with an embodiment of the present invention.
  • FIG. 11 is a schematic block diagram of a terminal in accordance with an embodiment of the present invention.
  • Figure 12 is a schematic block diagram of a map system in accordance with an embodiment of the present invention.
  • Methods for generating digital people include:
  • Defining a digital human model comprising a user portrait model of multiple dimensions
  • the user portrait model of the plurality of dimensions included in the digital human model is processed to process data of a plurality of dimensions of the specific user, and generate a user portrait corresponding to multiple dimensions of the specific user, and the user portrait of the plurality of dimensions of the specific user It constitutes a digital person corresponding to a specific user.
  • the method for generating a digital person described above processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • a user portrait of a dimension is a representation of the user in the physical world in the one-dimensional feature, and is a virtual portrait in the dimension based on a deep understanding of the real data.
  • a digital person corresponding to a user in the physical world can be formed, and the digital person can characterize the user in the physical world from multiple dimensions.
  • a user image of one dimension is generated by mining the data according to the user portrait model of the corresponding dimension.
  • the above dimensions may relate to image, health, behavioral habits, social patterns, spending habits, hobbies, etc., and may include other dimensions corresponding to individuals in the physical world.
  • a system-defined digital human model of a digital person is generated, the digital human model including a user portrait model of multiple dimensions.
  • the user portrait model of a certain dimension is used to represent the features and knowledge categories of the user extracted from the relevant collected data in the dimension.
  • a digital human model containing multiple dimensional user portrait models defines a stereoscopic digital person from a number of different dimensions based on a plurality of dimensionally available data sources. The determination of user portrait models of different dimensions contained in the digital human model should at least consider the following elements: the available data sources and the types of features that can be mined, the number of generations The basic needs of the system of the word person and the newly defined updateable digital characteristics of the third party customer.
  • the system for generating a digital person can set up a portrait model configuration library to maintain a user portrait model of a plurality of dimensions included in the digital human model required to generate a digital person.
  • These user portrait models can be added, deleted, or modified by pre-defined and periodically updated by the system that generates the digital person.
  • the digital human model maintained in the platform can correspondingly define the following user portrait models: user image dimension portrait model, user health dimension portrait model, user behavior habit dimension dimension portrait model, user social model dimension portrait model, user consumption habit dimension image model And user hobbies dimension portrait models, etc., but not limited to this.
  • the system for generating digital people may determine a digital person model including different user portrait models for a group of users of different attributes based on the attributes of the user.
  • User attributes can be used to characterize the type of user information.
  • the doctor group may also The user portrait model including the corresponding dimension corresponding to the occupation of the doctor is included; the teacher group may also include a user portrait model of the corresponding dimension corresponding to the attribute of the profession as the teacher, but is not limited thereto.
  • a system for generating digital people can also create or modify the corresponding user portrait model by receiving the customization requirements of the client.
  • a system for generating a digital person can include a digital human application programming interface (API) to complete the interaction of a system for generating a digital person with a third party client.
  • API application programming interface
  • the client can feed the customized requirement to the digital person through the API.
  • the system is designed to create a new user portrait model for generating digital human systems.
  • the method for generating a digital person may further include:
  • a user portrait model for generating a user portrait corresponding to the requirement is created according to the needs of the client.
  • the data generated by various data platforms of the individuals in the physical world in the digital world environment can be comprehensively characterized by the dimensions of individuals corresponding to the physical world.
  • the user's data can be from multiple data sources, for example, from mobile phone business platforms, real-time chat platforms such as QQ, WeChat, and travel, social platforms such as Weibo, Forum, Renren, Taobao, Dangdang, Jingdong and other shopping platforms.
  • the data may also include data related to the user generated by other users during communication, which is not limited thereto.
  • the data collected from various data sources may be in multiple dimensions, such as a user's image dimension, a health dimension, a behavioral habit dimension, a social dimension, a consumption habit dimension, a hobby dimension, and the like, which are not limited thereto.
  • the system for generating a digital person may acquire data of a plurality of dimensions of a plurality of users from a plurality of data sources through at least one of a terminal, a communication network element, and a data collection agent.
  • the data of each user can be obtained through the terminal.
  • the terminal such as the intelligent terminal and the vehicle terminal, and various types of sensor devices on the terminal, such as GPS, motion sensor, light sensor, microphone, camera, etc.
  • information such as the environment information and the behavior of the user can be collected and acquired.
  • the trajectory data of the user in a certain field is obtained through the operation data of various application software running on the terminal and the application trajectory of the record, such as social software, motion monitoring software, health monitoring software, and the like.
  • the terminal may also record various types of self-media content generated by the user, such as photos, audio and video media, text diaries, and the like.
  • the terminal may report the related data of the user to the system for generating the digital person periodically or irregularly, or may acquire the relevant data of the user from the terminal by the system cycle of generating the digital person or irregularly.
  • the data of each user can also be obtained through the communication network element.
  • a communication network element such as a Radio Network Controller (RNC) or a Home Location Register (HLR) includes a large number of related data generated by a user during communication, and a system for generating a digital person can receive the communication.
  • the network element captures related data of multiple users.
  • Data from multiple users can also be obtained through a data collection agent.
  • the data collection agent captures the user's comments on the network, Internet traces, and the like through a web crawler. For example, capturing log records left by users on social networks, online shopping platforms, web search platforms, web service platforms, and the like. For another example, information related to the user published through various channels, such as social media content of friends in the social circle of the user, information related to the user in the log, and the like are captured.
  • the data collection agent may report the captured content to the system for generating the digital person periodically or irregularly, or may acquire the relevant data of the user from the data collection agent periodically or irregularly by the system for generating the digital person.
  • the terminal can obtain user data with dense information and a relatively concentrated range, and the communication network element and the data collection agent can obtain more dispersed user data.
  • the user's data can also be obtained by other means or methods, which is not limited thereto.
  • system for generating a digital person may acquire data through its own device or module, or may receive data collected by a device or module other than the system for generating a digital person through an interface, which is not limited thereto.
  • the method for generating a digital person obtains data of a plurality of dimensions of a specific user from a plurality of data sources, including:
  • Data of a plurality of dimensions from a plurality of data sources belonging to a specific user is determined among data of a plurality of dimensions of a plurality of users from a plurality of data sources according to a affiliation relationship of the data with the user.
  • the data belonging to the plurality of dimensions of the specific user is determined according to the attribution relationship of the user corresponding to the digital person.
  • the data source and content can be matched according to the information of the user corresponding to the digital person who already exists in the system that generates the digital person.
  • the system generating the digital person may store or update the data to the account of the user corresponding to the digital person, or directly mine the data or Analysis, the obtained result is stored or updated to the account of the user corresponding to the digital person.
  • the system generating the digital person may re-establish a user account for storing the data or the information mined by the data.
  • the system for generating the digital person can record and maintain the correspondence between the digital person user ID and the other identity ID of the user in the physical world.
  • a table can be maintained and updated in real time, which is used to record the digital user ID and the corresponding physical world personal mobile phone number, micro signal, QQ number, Weibo account, forum account and other information.
  • the system for generating a digital person can easily recognize the attribution relationship between the data and the user, and can also conveniently query the data of each user.
  • the attribution relationship between the data and the user can also be determined according to the content of the data. For example, a piece of data is a piece of news that reports a story related to the user, and it can be determined that the piece of news is data attributed to the user.
  • the method of generating a digital person can also include:
  • the cleaned data is marked;
  • the data of multiple dimensions is processed to generate user portraits corresponding to multiple dimensions of a particular user, including:
  • the labeled data is processed to generate user portraits corresponding to multiple dimensions of a particular user.
  • the acquired data of the plurality of data sources of the plurality of data sources of the specific user is data-cleaned, and the noise data is filtered.
  • the data since the data may be from multiple data sources, the data may be heterogeneous, such as structured data, semi-structured data, or unstructured data, that is, user data may be text, tables, It can also be a picture, audio or video.
  • structured data the data structures from different data sources may also be different. For example, the same is the purchase record, the data from Taobao and the data from Jingdong, the structure may be different. At this point, the data needs to be processed to make the data structure consistent, which not only facilitates data management, but also accelerates convergence in subsequent mining operations.
  • the data after data cleaning can be text, table, picture, audio or video, which is not easy to manage and analyze. Therefore, various types of heterogeneous cleaned data can be labeled. Specifically, the time and the keyword corresponding to the content included in the cleaned data may be extracted, and the time and the keyword are used as the annotation information, and the cleaned data is marked to generate a digital person or a query digital person according to the labeled information. Information. For example, for a piece of Zhang Guomen watching the rising flag, the labeling information can be, time: January 1, 2014; Keywords: raising the national flag.
  • the labeled information may also include location information corresponding to the content included in the data, so as to identify the location of the content contained in the data or the location of the event. In addition, the labeled information may also include other information indicating the characteristics of the data, which is not limited thereto.
  • the labeled data is easy to manage and analyze.
  • the labeled data can be processed based on user portrait models of multiple dimensions. , generating a user portrait of multiple dimensions for a particular user.
  • the annotated data can be stored to facilitate subsequent management and digital production and query.
  • Data storage management can be implemented based on Hadoop distributed platform, and considering that the data stored and managed by the platform includes various structured, semi-structured and unstructured data, its storage management involves the possibility of dynamic addition and deletion, so non- Relational databases, such as NoSQL, etc., store management data.
  • the user identifier (Identity, ID) corresponding to the digital person may be classified and stored, and the storage item may include: a user ID to which the data belongs and corresponding annotation information of the data, a data file name, The storage location of the data file, the type of the data file, and so on.
  • the user portrait model of the plurality of dimensions included in the digital human model is processed to process data of a plurality of dimensions of the specific user, and generate a user portrait corresponding to multiple dimensions of the specific user, and the user portrait of the plurality of dimensions of the specific user It constitutes a digital person corresponding to a specific user.
  • a user portrait of the corresponding dimension can be generated.
  • These user portraits may include user image dimension portraits, user health dimension portraits, user behavior habits dimension portraits, user social mode dimension portraits, user consumption habits dimension portraits, and user interest hobby dimension portraits, but are not limited thereto.
  • Processing data of multiple dimensions of a particular user can invoke a suitable data mining algorithm to mine user images that extract multiple dimensions of a particular user.
  • the data mining algorithm may include at least one of the following: a classification algorithm, a clustering algorithm, a regression algorithm, an enhanced learning algorithm, a migration learning algorithm, a deep learning algorithm, and an active learning algorithm, but is not limited thereto.
  • the data mining algorithm can be configured in the algorithm library, defined by the system that generates the digital person, and periodically updated to update the algorithm library.
  • the model includes at least the following data items: a user ID, a user preference consumer brand, a user can bear the amount of consumption, a time that the user frequently consumes, a place that the user frequently consumes, a user preference Payment method, etc.
  • the system for generating a digital person collects data related to consumption of a certain user through a terminal, a communication network element, and a data collection agent. These data can be derived from the consumption records of the shopping platform, credit card accounts Consumption breakdown records, etc.
  • Table 2 shows the user's historical consumption record, which includes the payment account, consumption time, consumption location, purchase brand, consumption amount, payment method, and so on.
  • the user corresponding to the payment account is extracted as the data of the user corresponding to the user ID, and the corresponding data mining algorithm, such as a classification algorithm, a clustering algorithm, a regression algorithm, etc., is invoked, and the user historical consumption behavior record shown in Table 2 can be analyzed and obtained.
  • the relevant statistical data of the user consumption habitual dimension portrait model generates a user consumption habitual dimension portrait of the user.
  • the users whose payment accounts are "payment account A” and “payment account 1" shown in Table 2 correspond to users whose user ID is "first digital person”.
  • the user consumption habit dimension image model data mining is performed on the data of the payment account number “payment account A” and “payment account 1”, and the user consumption habit dimension image of the user is analyzed.
  • the user consumption habit dimension dimension is: the user ID is “first digital person”, the preferred consumer brand is “sports outdoor brand”, the user can bear the consumption amount is “2000-5000 yuan”, and the user often spends the time as “Saturday or On Sundays and other rest days, the places that users often consume are “the major shopping malls in Haidian District, Beijing”.
  • the preferred payment method for users is “credit card payment”.
  • a user portrait of multiple dimensions of a particular user constitutes a digital person corresponding to a particular user.
  • a user portrait of a dimension is a representation of the user in the physical world in the one-dimensional feature, and is a virtual portrait in the dimension based on a deep understanding of the real data.
  • user portrait model defined in the digital human model user portraits of multiple dimensions can be composed into a digital person corresponding to a user in the physical world, and the digital person can characterize the user in the physical world from multiple dimensions.
  • the system for generating a digital person newly acquires data related to the specific user
  • the existing user portrait can also be updated according to the user portrait model.
  • the update may use the newly acquired data to generate a new user image to replace the original user image, or to retain the original user image, and generate a new user image, depicting the original user image and the new user image separately.
  • the characteristics of the time phase in this dimension may be used to generate a new user image to replace the original user image, or to retain the original user image, and generate a new user image, depicting the original user image and the new user image separately.
  • the method of generating a digital person may further include:
  • the client According to the query condition input by the client, the client is provided with a user portrait of the digital person corresponding to the query condition.
  • the client can implement an inquiry of a user portrait of a digital user of a certain user group through an API. For example, if the client inputs the mobile phone number of the physical world or the microblog account as the search condition, the user image of the user corresponding to the corresponding digital person can be retrieved. For another example, if the health status is “with high blood pressure” and the spending power is “higher spending power”, the user health dimension image can be queried to indicate that the user has high blood pressure, and the user consumption habit dimension image indicates the user. All users with high spending power to recommend relevant drugs or treatment devices to these users. It should be understood that the size of the serial numbers of the above processes does not mean the order of execution, and the order of execution of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process.
  • the above method of generating a digital person processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • the system for generating digital people includes:
  • a definition module for defining a digital human model, the digital human model comprising a user portrait model of multiple dimensions;
  • An acquisition module configured to acquire data of a plurality of dimensions of a plurality of data sources of a specific user
  • a generating module configured to process, according to a plurality of dimensions of the user portrait model included in the digital human model defined by the module, the data of the plurality of dimensions from the plurality of data sources of the specific user acquired by the acquiring module, and generate corresponding to the specific User portraits of multiple dimensions of the user, user portraits of multiple dimensions of a particular user constitute a digital person corresponding to a particular user.
  • the system for generating a digital person described above processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • the acquisition module can include:
  • An obtaining unit configured to acquire data of multiple dimensions of multiple users from multiple data sources
  • a determining unit configured to determine, according to the affiliation relationship between the data and the user, the plurality of data from the plurality of data sources of the plurality of users acquired by the acquiring unit, determining that the plurality of users belong to the specific user Data from multiple dimensions of the data source.
  • the acquisition unit can be specifically used to:
  • Data of a plurality of dimensions of a plurality of users from a plurality of data sources is acquired by at least one of a terminal, a communication network element, and a data collection agent.
  • User portraits of multiple dimensions include at least two of the following: user image dimension portrait, user health dimension portrait, user behavior habit dimension portrait, user social mode dimension portrait, user consumption habit dimension portrait, and user interest hobby dimension portrait.
  • the system for generating digital people can also include:
  • a cleaning module configured to perform data cleaning on data of multiple dimensions from multiple data sources of a specific user acquired by the acquiring module
  • An extraction module configured to extract time and keywords corresponding to the content of the data obtained by cleaning the cleaning module
  • An annotation module is used to mark time and keywords as annotation information, and data obtained by cleaning the cleaning module.
  • the determining unit is specifically used for:
  • the data marked by the labeling module is processed to generate a user portrait corresponding to multiple dimensions of the specific user.
  • the system for generating digital people can also include:
  • a cleaning module configured to perform data cleaning on data of multiple dimensions from multiple data sources of a specific user acquired by the acquiring module
  • An extraction module configured to extract time, location, and keywords corresponding to the content of the data obtained by cleaning the cleaning module
  • An annotation module is used to mark time, location, and keywords as annotation information, and data obtained by cleaning the cleaning module.
  • the determining unit is specifically used for:
  • the data marked by the labeling module is processed to generate a user portrait corresponding to multiple dimensions of the specific user.
  • the system for generating digital people can also include:
  • a storage module for storing the annotated data.
  • the system for generating digital people can also include:
  • the query module is configured to provide the client with a user portrait of the digital person corresponding to the query condition according to the query condition input by the client.
  • the system for generating digital people can also include:
  • a module is created for creating a user portrait model corresponding to the requirement for generating a user portrait according to the requirements of the client.
  • the generating module is specifically configured to:
  • the data of the plurality of dimensions from the plurality of data sources of the specific user is processed by at least one of the following algorithms to generate a plurality of data corresponding to the specific user.
  • Classification algorithms Clustering algorithms, regression algorithms, reinforcement learning algorithms, migration learning algorithms, deep learning algorithms, and active learning algorithms.
  • the system for generating a digital person described above processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • Another system for generating digital people can include a receiver, a processor, a memory, and a bus system, and the receiver, processor, and memory are connected by a bus system.
  • the memory is used to store instructions
  • the receiver and processor are used to execute instructions stored in the memory.
  • the receiver is used to:
  • the processor is used to:
  • Defining a digital human model comprising a user portrait model of multiple dimensions
  • the user portrait model of the plurality of dimensions of the specific user is processed based on the user portrait models of the plurality of dimensions included in the digital human model, and the user portraits corresponding to the plurality of dimensions of the specific user are generated, and the specific users are more
  • the user portraits of the dimensions constitute a digital person corresponding to a specific user.
  • the system for generating a digital person processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • the processor may be a central processing unit (CPU), and the processor may be another general-purpose processor, a digital signal processor (DSP), or an application specific integrated circuit (Application Specific Integrated Circuit). , ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components, etc.
  • the general purpose processor may be a microprocessor or the processor or any conventional processor or the like.
  • the memory can include read only memory and random access memory and provides instructions and data to the processor.
  • a portion of the memory may also include a non-volatile random access memory.
  • the memory can also store information of the device type.
  • the bus system may include a power bus, a control bus, and a status signal bus in addition to the data bus.
  • a power bus may include a power bus, a control bus, and a status signal bus in addition to the data bus.
  • the various buses are labeled as bus systems in the figure.
  • each step of the above method may be completed by an integrated logic circuit of hardware in a processor or an instruction in a form of software.
  • the steps of the method disclosed in the embodiments of the present invention may be directly implemented as a hardware processor, or may be performed by a combination of hardware and software modules in the processor.
  • the software module can be located in a conventional storage medium such as random access memory, flash memory, read only memory, programmable read only memory or electrically erasable programmable memory, registers, and the like.
  • the storage medium is located in the memory, and the processor reads the information in the memory and combines the hardware to complete the steps of the above method. To avoid repetition, it will not be described in detail here.
  • the receiver can be specifically used to:
  • the processor can be specifically used to:
  • Data of a plurality of dimensions from a plurality of data sources belonging to a specific user is determined among data of a plurality of dimensions of a plurality of users from a plurality of data sources according to a affiliation relationship of the data with the user.
  • the receiver may acquire data of multiple dimensions of multiple users from multiple data sources through at least one of a terminal, a communication network element, and a data collection agent.
  • the user portraits of the plurality of dimensions include at least two of the following: a user image dimension portrait, a user health dimension portrait, a user behavior habit dimension dimension, a user social mode dimension portrait, a user consumption habit dimension dimension, and a user interest hobby dimension portrait.
  • the processor can also be used to:
  • the time and keywords are used as annotation information, and the cleaned data is marked.
  • the processor is also specifically used to:
  • the labeled data is processed to generate user portraits corresponding to multiple dimensions of a particular user.
  • the processor can also be used to:
  • the time, location, and keywords are used as annotation information to label the cleaned data.
  • the processor is also specifically used to:
  • the labeled data is processed to generate user portraits corresponding to multiple dimensions of a particular user.
  • the memory can also be used to:
  • the processor can also be used to:
  • the client According to the query condition input by the client, the client is provided with a user portrait of the digital person corresponding to the query condition.
  • the processor can also be used to:
  • a user portrait model for generating a user portrait corresponding to the requirement is created.
  • the generating the user portrait by the processor may specifically include:
  • data of a plurality of dimensions from a plurality of data sources of a specific user are processed by at least one of the following algorithms to generate users corresponding to multiple dimensions of the specific user.
  • portrait
  • Classification algorithms Clustering algorithms, regression algorithms, reinforcement learning algorithms, migration learning algorithms, deep learning algorithms, and active learning algorithms.
  • the system for generating a digital person described above processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model.
  • the digital world includes multiple data sources, and the system that generates the digital person gets the data from the data source to generate digital people and interacts with the digital world through the API.
  • the system for generating a digital person can include:
  • a receiving module configured to receive data of multiple dimensions of multiple users from multiple data sources
  • a data preprocessing module configured to determine a user to which the data received by the receiving module belongs, and perform data cleaning and labeling on the data
  • a data storage module configured to store data preprocessed by the data preprocessing module
  • a user identity management module configured to manage an account of the user in multiple data sources, so as to determine a relationship between the data of the plurality of users stored in the data storage module and the user;
  • a user portrait model configuration library for defining a user portrait model for generating a user portrait
  • An algorithm library for storing and updating a plurality of algorithms for generating user portraits
  • the digital human generation maintenance module is configured to configure a user portrait model in the library based on the user portrait model, and process the data stored in the data storage module according to an algorithm in the algorithm library to generate a corresponding user portrait, and the user portrait is composed of The number of users corresponding to the user;
  • the digital human application programming interface API is used to interact with the client, so that the client can query the digital human user image generated by the digital human maintenance module or accept the request of the client to create a user portrait model.
  • the system for generating a digital person described above processes data by acquiring data of a plurality of dimensions of users from a plurality of data sources, and generates a digital person including a user portrait of a plurality of dimensions based on the digital person model, and can perform the user. Updates and maintenance of information, algorithm libraries, and user portrait models, as well as interaction with third-party clients.
  • the architecture of a typical method for determining a map interface includes a terminal 101, a map system 102, and a digital person management platform 103 (ie, a system for generating digital people).
  • the map system 102 typically has a Baidu map, a Gaud map, a Google map, etc., and the terminal 101 used by the user uses the map system 102 over the network to issue map-related instructions to the map system 102.
  • the map system 102 acquires geographic information through a Geographic Information System (GIS) according to a user's instructions.
  • GIS Geographic Information System
  • the user also instructs the map system 102 through the terminal 101 to obtain digital person data through a third party service, such as the digital person management platform 103.
  • the map system 102 can obtain other further information through other multiple third-party services, for example, obtaining the user evaluation information through the public comment network, and obtaining the telephone and the reservation information through the Ctrip network, which is not limited by the embodiment of the present invention.
  • the acquired digital human data is obtained by the map system 102 as shown in FIG. 1 .
  • the digital data obtained by the terminal may be obtained by the terminal 101, and the digital data obtained by the terminal may be stored on the terminal 101, or may be stored on the cloud server associated with the terminal 101, so as to facilitate the user to use at any time. This is not limited.
  • FIG. 2 shows a schematic flow diagram of a method 200 of determining a map interface in accordance with one embodiment of the present invention.
  • the method 200 is performed by a map system or by a terminal, the method 200 comprising:
  • S201 Acquire an image of the tracer dimension image of the target digital person, wherein the target digital person is generated by a system for generating a digital person, and the target digital person is composed of a target user image corresponding to multiple dimensions of the target user, and the target user image is processed by Data generation for multiple dimensions of data sources.
  • the system for generating a digital person or the digital person management platform generates a digital person, and the transaction service can be provided to the user through the interface. Users can purchase partial image data of digital or digital people they need. Through the user interface displayed by the terminal, the user can select the target digital person to be loaded among the digital person assets owned by the user.
  • the target digital person may be determined according to a user's selection operation, or may be a default of a map system, a terminal's map software, or a map application (for example, when the user last used the map system/application, a target number was selected. Person, when the user uses the map system/application again, the map system/application defaults to loading the target digital person's whereabouts dimension image data on the map interface.
  • the terminal sends the identifier indicating the target digital person to the map system through the network, and the map system acquires the target corresponding to the identifier by generating the digital person's system or the corresponding third-party service platform.
  • Digital person's whereabouts dimension image data If the digital human portrait data is acquired by the terminal, the terminal acquires the tracking dimension image data of the target digital person stored by itself, or the terminal acquires the tracking dimension image data of the target digital person through the cloud server associated with the terminal.
  • the system for generating digital humans can generate various dimensional portraits of digital persons corresponding to individuals in the physical world, such as image dimensional portraits, healthy dimensional portraits, behavioral habitual dimensional portraits, social mode dimensional portraits, consumption pattern dimensional portraits, hobbies Dimensional portraits, etc., and thus can also generate tracer dimension portraits.
  • the traceable dimension portraits can contain data as shown in Table 3.
  • the tracked dimension image here may correspond to the track dimension image data of the embodiment of the present invention, which contains information related to the digital person's whereabouts dimension.
  • the tracer dimension image data except the number listed in Table 3 is in a certain place.
  • the information about the whereabouts of the point may also include the path taken by the digital person when it arrives at another location from a certain location.
  • the content of the tracked dimension image data is not limited in the embodiment of the present invention.
  • the background information of the digital person for example, the gender, age, education level, occupation, industry, salary of the target digital person.
  • Basic information about people such as level, ethnicity, region (residence, growth/birthplace), language (Chinese, English, %), feature tags (mother, couple, ).
  • S202 Determine map data of a target area, where the target area is a specific map area to be presented to a user.
  • the user continuously sends an indication to the map system, and the map system or the terminal can obtain the user's map-related indication. For example, searching for an address, adjusting the range of areas displayed by the map, finding a path from one address to another, and the like.
  • These interactions of the user with the map system are sent to the map system in the form of instructions, commands or requests, and feedback is provided by the map system to present the user with a particular map area.
  • the user may also issue an interaction request to the map software of the terminal or the map application, which is not limited by the embodiment of the present invention.
  • the map system, the map software of the terminal, or the map application, etc. determine the corresponding target area according to the user's instruction.
  • the target area corresponds to corresponding map data, including a place on the map, a path (the indication issued by the user may be to find a path between the two places), and the like.
  • the target area may also be default by a map system, a map software of the terminal, or a map application, for example, when the user opens the map system, the map software of the terminal, or the map application, the map system/application will present to the user.
  • a default map area, or the user is presented with the map area where the user last used, and these map areas are the target areas.
  • S203 Determine a tracking map interface according to the whereabouts dimension image data of the target digital person and the map data, where the tracking map interface is used to indicate the whereabouts characteristic of the target digital person in the target area.
  • the map system, the map software of the terminal, or the map application converts the non-standard tracking dimension image data of the target digital person into usable data such as a map system, a map software of the terminal, or a map application.
  • Will The data related to the location or path included in the target area determined in S202 is extracted from the image data of the tracking dimension image, and processed together with the map data to form a tracking map interface loaded with the image data of the tracking dimension of the target digital person, so that Presenting the whereabouts characteristics of the target digital person in the target area to the user.
  • converting non-standard tracking dimension image data of the target digital person into usable data such as a map system, a terminal map software, or a map application may convert the "place" information into a vector position of the place on the map.
  • Information converting "frequency” information into a heat map or visual element, presenting the heat map or visual element to the position on the map of the corresponding location, and converting the "activity type", "time period", and “companion” information into Filter/filter options that can be operated on the map (similar to sorting by price, by rating, by service, etc. on the map).
  • the tracking map interface loaded with the track number dimension image data of the target digital person may be a display of the location included in the target area determined on the map interface according to the frequency of occurrence of the target digital person, or two locations searched for the user. The path between the two is displayed in different manners according to the data of the target digital person, and the like. Also. It is also possible to present the user with a number of controls for the auxiliary operation, such as a digital person display control that indicates that the digital human portrait data is loaded, and the like, which is not limited by the embodiment of the present invention.
  • the method for determining a map interface determines the tracking map interface according to the image data of the target area and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the user can automatically and flexibly provide personalized map services to improve the user experience.
  • the method 200 before acquiring the tracking dimension image data of the target digital person, the method 200 further includes:
  • the digital human display control is in a first state, and the first state indicates that the current map interface does not load the tracer dimension image data of the digital person;
  • the digital person selection control is presented to the user, and the digital person selection control includes a plurality of digital human objects that can be used for loading;
  • the method 200 further includes:
  • the user is presented with a tracking map interface and presents the user with a second state of the digital person display control, and the second state indicates that the current map interface is loaded with the target digital person's whereabouts dimension image data.
  • the digital person display control 310 can be presented to the user for displaying the loading situation of the digital person and facilitating the user to perform the related operation of selecting and loading the digital person.
  • the digital human display control 310 controls the digital human display control 310 to be in different states through different visual elements. For example, when the digital person display control 310 is in the first state, it indicates that the current map interface is not loaded with the digital person's whereabouts dimension image data; when the digital person display control 310 is in the second state, it can indicate which digital person's whereabouts dimension image is currently loaded. Data, the name of a digital person, etc.
  • the visual elements that control the digital human display control 310 in different states may be elements of hue, transparency, lightness, and the like.
  • An optional implementation is the element 311 in FIG. 3A to FIG. 3C.
  • the icon 311 shown in FIG. 3A is hollow, indicating that the digital person is not loaded, and the icon 311 shown in FIG. 3C is solid. , indicating that the digital person has been loaded, and the digital person display control displays the name of the digital person to distinguish different digital people.
  • the name of the digital person can be the default name stored in the digital person management platform, or it can be named by the user himself.
  • all of the names of the digital person can be displayed; when the name of the digital person is too long, a limited number of characters can also be displayed. For example, three characters and "" are displayed. If the currently loaded digital person name is "white-collar petty tinctie", it can be displayed as "white-collar small" on the map interface.
  • the user makes a first action on the digital person display control, and can load from the digital person in the digital human resource currently owned by the user.
  • the operation action may be a gesture made by the user to the touch screen terminal, or may be a voice instruction of the user or an instruction made by the user to the terminal through a mouse and keyboard or the like.
  • the digital person selection control is presented to the user, and the digital person selection control includes a plurality of digital human objects available for loading.
  • the user selects the digital person object corresponding to the digital person to be loaded, for example, on the terminal with the touch screen, the user can directly click the digital person object that wants to be loaded; at other terminals, the user can directly drag the digital person object onto the map.
  • the digital human object may be an icon, a text, a file, a folder, or the like corresponding to the digital person, which is not limited by the embodiment of the present invention.
  • the digital person corresponding to the digital person object selected by the user is determined as the target digital person, and then the tracking dimension image data of the target digital person can be obtained.
  • obtaining the tracking dimension image data of the target digital person may be an indication of the receiving terminal of the map system, thereby acquiring the system for generating a digital person or a third-party digital person management platform; or the terminal may obtain the digital human storage module of the terminal.
  • the data of the digital person, or the terminal requests the related data of the target digital person to the associated cloud server, and the specific acquisition manner is not limited in the embodiment of the present invention.
  • the user displays a digital person selection control 320 on the screen by clicking on the digital person display control 310.
  • the digital person selection control 320 includes a plurality of digital person assets corresponding to the user.
  • the digital person object the user determines the number of people to select by selecting the digital person object.
  • the terminal or map system can request the digital dimension image data of the target digital person from the digital person management platform, the digital person storage module, or the cloud server associated with the terminal.
  • the user selects a digital person named "John” by the digital person selection control, that is, a target digital person.
  • the map system, the map software of the terminal, or the map application acquires the trace dimension image data of the digital person "John".
  • the tracking dimension image data of the digital person "John” is processed with the map data to determine a tracking map interface after loading the data of the digital person "John", and the tracking map interface can represent the whereabouts characteristic of the digital person "John” in the target area.
  • the tracking map interface is loaded with the data of the digital person “John”, and the tracking map interface displays the heat map corresponding to the frequency of occurrence of the digital person “John” in the target area (as shown in 331 and 332).
  • the heat map which is also called the heat map, can indicate different frequencies according to the shade of the heat map or the different shades of the heat map, and can be applied when the zoom degree of the map is small. In general, the darker the color, the higher the frequency. In the embodiment of the present invention, the frequency is calculated according to the frequency at which the physical person corresponding to the digital person's data appears at these places.
  • the tracking map interface is determined, including:
  • a map interface including visual elements is determined as a tracking map interface.
  • the visual element may be a thermogram corresponding to the frequency at which the target digital person appears at the location of the target area.
  • the example shown in FIG. 3 is a heat map corresponding to the frequency at which the target digital person appears at the location of the target area.
  • the visual element may further comprise at least two different identifiers corresponding to the frequency of occurrence of the target digital person at the location of the target area.
  • each location when zooming in on a map to a certain level, each location can be displayed in detail on the map.
  • the frequency of occurrence of the digital person in the map area may be determined according to the image data of the digitized person's whereabouts dimension, and the different identifiers are respectively displayed on the map. The frequency with which the location of the area appears.
  • This frequency prompt can be used when the map is zoomed in to a certain level, search for a type of location, or find a specific location.
  • the appearance frequency of the current digital person corresponding to each location of the user is prompted by the identifier.
  • the logo can be a visual representation that changes the transparency, color, hue, size, shape, brightness, etc. of the icon, text, etc., and can prompt the level or degree, such as the target location is the most loaded digital person, the second The location is that the currently loaded digital person will occasionally go there, and the third place is that the currently loaded digital person will hardly go.
  • the possible performance method is to use the red icon for the target location, the orange icon for the second location, and the hollow (the icon outline has no color) icon for the third location.
  • the logos such as transparency, hue, size, shape, and brightness can be superimposed.
  • the icon size of the third place is smaller than the icon of the target place and the second place.
  • the frequency range has at least two levels, and a finer level can also be given.
  • the correspondence between the frequency and the identifier may be pre-configured, for example, three levels of identifiers (ie, three types of identifiers) are set for the restaurant, and the frequency is higher than three times a week, and the frequency corresponds to three or more times a month, and the frequency is low. Corresponding to three times a year or less. Different activity types can be set with different corresponding rules. For example, the corresponding relationship between leisure places such as parks may be, the frequency is higher than three times a month, the frequency corresponds to more than five times a year, and the frequency is lower than one year. Wait.
  • the number of people currently loaded on the map interface is "Myself", and the user group represented by “Myself” is characterized by "monthly salary 4000-10000, graduate”. It can be seen from Figure 4 that the digital person goes
  • the 411 types of places are the most, such as the island coffee, KFC, IKEA; the frequency of going to 412 places is relatively low, such as Decathlon, B&Q, Taiyu Teppanyaki, and Sihai; the frequency of going to 413 places is the lowest, such as South Beauty. Wang Pintai plastic steak.
  • a legend for indicating a correspondence between the identifier and the frequency may also be displayed on the tracking map interface.
  • the visual element 411 and the frequency at which the digital person appears at the location The degree corresponds to more than 10 times; the visual element 412 corresponds to the frequency at which the digital person appears at the place 3-9 times; the visual element 413 corresponds to the frequency at which the digital person appears at the place 3 times or less.
  • the above correspondences can be marked on the tracking map interface in the manner of a legend.
  • the recommended Paths are represented by visual elements that are different from other paths.
  • the technique used and the method of suggesting a specific place are similar.
  • the visual elements used may be line width, line type, color, etc., and may be marked by a serial number next to the path, for example 1 is the best path, 2, 3... gradually.
  • the KFC current digital person uses more paths 511, identified by a larger line width, and a less frequently used path 512, identified by a narrower line width.
  • a user can load a digital person through a digital person display control, and use a visual element to perform corresponding processing and display on a map interface to be displayed, using different visual elements for the currently loaded
  • the frequency at which people appear at each location or the path they travel can be differentiated to help users make decisions faster and more accurately, making it easier for users to find and use maps.
  • the method 200 for determining a map interface further includes:
  • the digital person information control is presented to the user, and the digital person information control includes the background information of the target digital person.
  • the user can make a second operation action on the digital person display control 610 in the second state, that is, the digital person display control 610 indicating that the target digital person has been loaded, for example, long press the number
  • the person displays the control 610, double-clicks the digital person display control 610, or presses the digital person display control 610 or the like on the touch screen having the pressure sensing function.
  • the screen or the display device obtains the second operation action, and determines the semantics of the second operation action according to the preset operation action semantics to display the background information of the currently loaded digital person.
  • the map system, the map software of the terminal, or the map application determines the background information of the person of the target digital person according to the semantics of the second operation action.
  • Character back View information may include, for example, the gender of the target digital person, age, education level, occupation, industry, salary level, ethnicity, region (place of residence, growth/birth place), language of use (Chinese, English, 7), characteristics Basic information about digital people such as labels (mother, couple, ).
  • the information of the digital person "John” includes name, gender, age, nationality, work unit, salary level, and the like. It should be understood that, in the embodiment of the present invention, if the target digital person does not correspond to an individual in the physical world, but corresponds to a type of person, the information of the target digital person may include related information of the common characteristics of the human person.
  • a digital person information control 620 is presented to the user in FIG. 6B, which includes information for the digital person "John".
  • the method for determining the map interface can conveniently display the basic situation of the digital person by using the information of the digital person on the tracking map interface, and make a more reasonable decision by combining the map.
  • the method 200 for determining a map interface further includes:
  • the target location information control is presented to the user, and the target location information control includes statistical information of the digital person related to the target location.
  • the third operation action is performed on the target location on the tracking map interface, such as clicking, long pressing, double clicking, pressing hard, etc., and the target location can be displayed on the map interface.
  • the detailed information includes statistical information of the digital person related to the target location, such as information of the user group.
  • the user selects a location IKEA 711, clicks or double-clicks on the view element 711, and presents the target location information control to the user, ie, the IKEA information control 720 as shown in FIG. 7B.
  • the information control 720 of the IKEA may include a per capita consumption amount, a phone call, a route, a neighborhood, etc., and may also display the item "crowd” (721 in Fig. 7B). Clicking the expand button in the information control 720 of IKEA can view the details of the above items as shown in FIG. 7C.
  • the content of the “crowd” is as shown by 722 in FIG. 7C. It can be seen from the content 722 of the “crowd” that the number of people who frequently appear in the place is “10000-20000, young people, middle class”, which is indirect. Users who represent this type of feature are the most suitable consumers in this location. Click on the expand button in 722 to see more of the other people who are visiting IKEA. For example, "4000-10000, graduates", “college students” and so on.
  • the different types of user groups in the "crowd” can be sorted according to the frequency of appearance.
  • the method for determining the map interface in the embodiment of the present invention can display the statistical information of the digital person corresponding to the location selected by the user, and can provide comprehensive comprehensive information for the user.
  • the method 200 for determining a map interface further includes:
  • the user is presented with a digital person selection control, and the digital person selection control includes a plurality of digital human objects that can be used for loading;
  • the digital person can also be switched on the map interface.
  • the digital person loaded by the current map interface is the first digital person "John".
  • the center 811 of the digital person display control 810 is shown as solid, and the lower digital person name 812 is displayed as "John"; the maps interface present thermal maps 831 and 832 of the first digital person "John” in the target area.
  • the user makes a fourth operational action on the screen to the digital person display control 810, such as a click or the like.
  • the screen or the display device acquires the fourth operation action, and determines the semantics of the fourth operation action as the switching digital person according to the preset operation action semantics.
  • a digital person selection control 820 is then presented to the user on the map interface, the digital person selection control including a plurality of corresponding identifications of digital persons available for loading.
  • the user has a total of 4 digital people.
  • the second digital person selected by the user is determined, for example, the user selects the digital person "girlfriend” 821, and obtains the tracer dimension image data of the digital person "girlfriend”.
  • the tracking dimension dimension image data of the digital person "girlfriend” is processed correspondingly to the map data, and the map interface after loading the tracer dimension image data of the digital "girlfriend” is determined. As shown in FIG.
  • the map interface after loading the data of the digital person "girlfriend” is displayed on the screen, and the name of the digital person displayed under the digital person control 810 on the map interface becomes “girlfriend” 813, and the map interface is displayed.
  • the thermogram corresponding to the frequency at which the "John” appears in the target area is also correspondingly changed to the thermograms 833 and 834 corresponding to the frequency at which the "girlfriend" appears in the area of the map interface.
  • the method for determining the map interface in the embodiment of the present invention can switch between different digital persons, and can provide the user with personalized map services suitable for different people or groups of people.
  • a method for determining a map interface according to an embodiment of the present invention is described in detail above with reference to FIG. 1 to FIG. 8.
  • a map boundary according to an embodiment of the present invention will be described in detail with reference to FIG. 9 to FIG. Surface device.
  • FIG. 9 shows a schematic block diagram of an apparatus 900 for determining a map interface in accordance with an embodiment of the present invention.
  • the apparatus 900 includes:
  • the first obtaining module 910 is configured to acquire the tracking dimension image data of the target digital person, wherein the target digital person is generated by a system for generating a digital person, and the target digital person is composed of a target user image corresponding to multiple dimensions of the target user, and the target User portraits are generated by processing data from multiple dimensions from multiple data sources;
  • a first determining module 920 configured to determine map data of a target area, where the target area is a specific map area to be presented to a user;
  • the second determining module 930 is configured to determine, according to the tracking data of the target digital person acquired by the first acquiring module 910 and the map data determined by the first determining module 920, a tracking map interface, where the tracking map interface is used to represent the target digital person The whereabouts feature in the target area.
  • the device for determining the map interface determines the tracking map interface according to the image data of the target digital person and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the user can automatically and flexibly provide personalized map services to improve the user experience.
  • the second determining module 930 is specifically configured to:
  • a map interface including visual elements is determined as a tracking map interface.
  • the visual element is a thermogram corresponding to the frequency at which the target digital person appears at the location of the target area.
  • the visual element includes at least two different identities corresponding to the frequency at which the target digital person appears at the location of the target area.
  • the map interface further includes a legend for indicating a correspondence between the identifier and the frequency.
  • the apparatus 900 further includes:
  • a rendering module for presenting a digital human display control to a user, the digital human display control being first State, the first state indicates that the current map interface does not load the tracer dimension image data of the digital person;
  • a second obtaining module configured to acquire a first operation action of the digital human display control presented by the user to the rendering module
  • the presentation module is further configured to present, to the user, a digital person selection control according to the first operation action acquired by the second acquisition module, where the digital person selection control includes a plurality of digital human objects that are available for loading;
  • the device 900 further includes: a third determining module, configured to determine a digital person corresponding to the digital person object selected by the user as the target digital person;
  • the presentation module is further configured to: after the second determination module 930 determines the tracking map interface according to the tracking digital dimension image data and the map data of the target digital person, present the tracking map interface to the user, and present the second state of the digital human display control to the user, The second state indicates that the current map interface loads the tracking dimension image data of the target digital person.
  • the apparatus 900 further includes:
  • a third obtaining module configured to acquire a second operation action of the user on the digital human display control in the second state
  • a fourth determining module configured to determine, according to the second operation action acquired by the third acquiring module, the background information of the character of the target digital person
  • the rendering module is specifically used to:
  • the digital person information control is presented to the user, and the digital person information control includes the background information of the target digital person determined by the fourth determining module.
  • the apparatus 900 further includes:
  • a fourth acquiring module configured to acquire a third operation action of the user on the target location on the tracking map interface
  • the rendering module is specifically used to:
  • the target location information control is presented to the user, and the target location information control includes statistical information of the digital person related to the target location.
  • device 900 is a terminal.
  • the device for determining the map interface determines the tracking map interface according to the image data of the target digital person and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the user can automatically and flexibly provide personalized map services to improve the user experience.
  • an embodiment of the present invention further provides an apparatus 1000 for determining a map interface, including a receiver 1010, a processor 1020, a memory 1030, and a bus system 1040, a receiver 1010, a processor 1020, and a memory. 1030 is connected by a bus system 1040.
  • the memory 1030 is for storing instructions, and the receiver 1010 and the processor 1020 are for executing instructions stored by the memory 1030.
  • the receiver 1010 is configured to:
  • the target digital person is generated by a system for generating a digital person, and the target digital person is composed of a target user portrait corresponding to multiple dimensions of the target user, and the target user portrait is processed from the plurality of data by processing Data generation for multiple dimensions of the source;
  • the processor 1020 is configured to:
  • Determining map data of the target area the target area being a specific map area to be presented to the user
  • a tracking map interface is defined according to the tracking digital dimension image data and the map data of the target digital person, and the tracking map interface is used to indicate the tracking property of the target digital person in the target area.
  • the device for determining the map interface determines the tracking map interface according to the image data of the target digital person and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the user can automatically and flexibly provide personalized map services to improve the user experience.
  • the processor 1020 may be a central processing unit (CPU), and the processor 1020 may also be another general-purpose processor, a digital signal processor (DSP). , Application Specific Integrated Circuit (ASIC), Field-Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware component, etc.
  • the general purpose processor may be a microprocessor or the processor or any conventional processor or the like.
  • the memory 1030 can include read only memory and random access memory and provides instructions and data to the processor 1020.
  • a portion of the memory 1030 can also include a non-volatile random access memory.
  • the memory 1030 can also store information of the device type.
  • the bus system 1040 may include a power bus, a control bus, a status signal bus, and the like in addition to the data bus. However, for clarity of description, various buses are labeled as bus system 1040 in the figure.
  • each step of the above method may be completed by an integrated logic circuit of hardware in the processor 1020 or an instruction in a form of software.
  • the steps of the method disclosed in the embodiments of the present invention may be directly implemented as a hardware processor, or may be performed by a combination of hardware and software modules in the processor.
  • the software module can be located in a conventional storage medium such as random access memory, flash memory, read only memory, programmable read only memory or electrically erasable programmable memory, registers, and the like.
  • the storage medium is located in the memory 1030, and the processor 1020 reads the information in the memory 1030 and combines the hardware to perform the steps of the above method. To avoid repetition, it will not be described in detail here.
  • the processor 1020 is specifically configured to:
  • a map interface including visual elements is determined as a tracking map interface.
  • the visual element is a thermogram corresponding to the frequency of occurrence of the target digital person at the location of the target area.
  • the visual element includes at least two different identifiers corresponding to the frequency of occurrence of the target digital person at the location of the target area.
  • the map interface further includes a legend for indicating a correspondence between the identifier and the frequency.
  • the processor 1020 is further configured to:
  • the digital human display control is in a first state, and the first state indicates that the current map interface does not load the tracer dimension image data of the digital person;
  • the digital person selection control is presented to the user, and the digital person selection control includes a plurality of digital human objects that can be used for loading;
  • the processor 1020 is specifically configured to:
  • the user is presented with a tracking map interface and presents the user with a second state of the digital person display control, and the second state indicates that the current map interface is loaded with the target digital person's whereabouts dimension image data.
  • the processor 1020 is further configured to:
  • the digital person information control is presented to the user, and the digital person information control includes the background information of the target digital person.
  • the processor 1020 is further configured to:
  • the target location information control is presented to the user, and the target location information control includes statistical information of the digital person related to the target location.
  • the apparatus 1000 for determining a map interface according to an embodiment of the present invention may correspond to a main body that performs the method in the embodiment of the present invention, and may also correspond to the apparatus 900 for determining a map interface according to an embodiment of the present invention, and in the apparatus 1000.
  • the above and other operations and/or functions of the various modules are for the purpose of implementing the corresponding processes of the method of FIG. 1 to FIG. 8. For brevity, no further details are provided herein.
  • the device for determining the map interface determines the tracking map interface according to the image data of the target digital person and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the user can automatically and flexibly provide personalized map services to improve the user experience.
  • the embodiment of the invention relates to a terminal device 1100 and a method for determining a map interface.
  • the terminal device 1100 can be a mobile phone, a tablet computer, a PDA (Personal Digital Assistant), a POS (Point of Sales), or Car computer, etc.
  • FIG. 11 is a schematic structural diagram of a terminal 1100 according to an embodiment of the present invention.
  • a terminal 1100 according to an embodiment of the present invention includes a first memory 1120, a processor 1160, and an input unit 1130.
  • the first memory 1120 stores interface information of a preset number of applications of the terminal, where The interface information includes an interface element, an interface number, a correspondence between the interface number and the interface element, and location information of the application interface corresponding to the interface element; the input unit 1130 is configured to receive a user switching application interface operation.
  • the processor 1160 is configured to determine a target interface number according to the switching signal; determining an interface number adjacent to the target interface number according to a predetermined number adjacent to the target interface number; according to the first memory 1120
  • the interface number stored in the interface and the interface number adjacent to the target interface number, and the interface information corresponding to the interface number to be loaded is determined; and at least part of the interface number corresponding to the target interface number in the first memory 1120 is released.
  • the storage space occupied by the interface information; loading the The interface information corresponding to the interface number to be loaded is sent to the first memory 1120.
  • the preset number refers to the number of interface information that can be stored in the application of the first memory 1120.
  • the predetermined number refers to the number of interface numbers adjacent to each side of the target interface number.
  • the processor 1160 can release the storage space occupied by the interface information corresponding to at least part of the interface number of the first memory 1120 that is not adjacent to the target interface number, and load the interface number adjacent to the target interface number.
  • the interface information is in the first memory 1120, so that the interface information can be cyclically loaded, mitigating the contradiction between the limitation of the storage capacity of the terminal 1100 and the increasing number of application interfaces.
  • the interface information corresponding to the interface number to be loaded is determined according to the interface number stored in the first memory 1120 and the interface number adjacent to the target interface number, specifically: according to the interface number stored in the first memory 1120.
  • An interface number adjacent to the target interface number is used to determine an interface number that is not stored in the first memory 1120.
  • the interface information corresponding to the unstored interface number is an interface corresponding to the interface number to be loaded in the first memory 1120. information.
  • the processor 1160 can call the interface element corresponding to the target interface number stored in the first memory 1120 and the location information of the application interface corresponding to the interface element displayed by the interface element, thereby The interface element is displayed in the application interface corresponding to the target interface number.
  • the interface element may be an application icon or a widget desktop control.
  • the terminal 1100 may further include a second memory 1121, where the second memory 1121 may be used to store interface information of all applications of the terminal 1100.
  • the processor 1160 loads the interface information corresponding to the interface number to be loaded into the first memory 1120. Specifically, the processor 1160 calls the interface information corresponding to the interface number to be loaded in the second memory 1121, and the The interface information corresponding to the loaded interface number is loaded into the first memory 1120.
  • the second memory 1121 can be an external storage of the terminal 1100
  • the first memory 1120 can be a memory of the terminal 1100.
  • the processor 1160 can load a preset amount of interface information from the second memory 1121 into the first memory 1120. Each loaded interface information corresponds to one storage space in the first memory 1120. Optionally, each storage space may be the same.
  • the first memory 1120 can be one of NVRAM nonvolatile memory, DRAM dynamic random access memory, SRAM static random access memory, Flash flash memory, etc.; the second memory
  • the 1121 can be a hard disk, a CD, a USB disk, a floppy disk, or a tape drive.
  • all the interface information of the terminal may be stored in the cloud server, and the cloud server may be the second memory 1121.
  • the processor 1160 loads the interface information corresponding to the interface number to be loaded into the first memory 1120. Specifically, the processor 1160 obtains interface information corresponding to the interface number to be loaded in the cloud server through the network channel, and the The interface information corresponding to the interface number to be loaded is loaded into the first memory 1120.
  • the input unit 1130 can be configured to receive input digital or character information and to generate signal inputs related to user settings and function control of the terminal 1100.
  • the input unit 1130 may include a touch panel 1131.
  • the touch panel 1131 also referred to as a touch screen, can collect touch operations on or near the user (such as the operation of the user using a finger, a stylus, or the like on the touch panel 1131 or the touch panel 1131. ), and drive the corresponding connection device according to a preset program.
  • the touch panel 1131 may include two parts of a touch detection device and a touch controller.
  • the touch detection device detects the touch orientation of the user, and detects a signal brought by the touch operation, and transmits the signal to the touch controller; the touch controller receives the touch information from the touch detection device, converts the touch information into contact coordinates, and sends the touch information.
  • the processor 1160 is provided and can receive commands from the processor 1160 and execute them.
  • the touch panel 1131 can be implemented in various types such as resistive, capacitive, infrared, and surface acoustic waves.
  • the input unit 1130 may further include other input devices 1132.
  • the other input devices 1132 may include but are not limited to physical keyboards, function keys (such as volume control buttons, switch buttons, etc.), trackballs, mice, joysticks, and the like. One or more of them.
  • the terminal 1100 can also include a display unit 1140 that can be used to display information input by the user or information provided to the user and various menu interfaces of the terminal 1100.
  • the display unit 1140 can include a display panel 1141.
  • the display panel 1141 can be configured in the form of an LCD (Liquid Crystal Display) or an OLED (Organic Light-Emitting Diode).
  • the touch panel 1131 covers the display panel 1141 to form a touch display screen.
  • the touch display screen detects a touch operation on or near the touch display screen, the touch display screen transmits to the processor 1160 to determine the type of the touch event.
  • the processor 1160 then provides a corresponding visual output on the touch display based on the type of touch event.
  • the touch display screen includes an application interface display area and a common control display area.
  • the application interface display area and the arrangement of the common control display area are not limited, and It is thought that the arrangement of the two display areas can be distinguished by arranging up and down, and arranging left and right.
  • the application interface display area can be used to display the interface of the application. Each interface can contain interface elements such as at least one application's icon and/or widget desktop control.
  • the application interface display area can also be an empty interface that does not contain any content.
  • the common control display area is used to display controls with high usage, such as setting buttons, interface numbers, scroll bars, phone book icons, and the like.
  • the processor 1160 is a control center of the terminal 1100, and connects various parts of the entire mobile phone by using various interfaces and lines, by running or executing software programs and/or modules stored in the first memory 1120, and calling the storage in the first
  • the data in the two memories 1121 performs various functions and processing data of the terminal 1100, thereby performing overall monitoring of the terminal 1100.
  • the processor 1160 can include one or more processing units.
  • a preset amount of interface information can be loaded into the first memory 1120 from the interface information stored in the second memory 1121, and an interface corresponding to the preset number of interface information is recorded. No.
  • the processor 1160 reads interface information of any one of the first memory 1120 or a predetermined number, and generates an interface according to the interface information, and controls an application interface display area of the touch display screen to display the generated interface as an initial interface.
  • the interface number displayed by the display area of the common control may be the interface number corresponding to the interface information loaded in the first memory 1120, or may be the same
  • the preset number is not greater than the maximum number of interface information that the first memory 1120 can store.
  • the processor 1160 can control at least part of the interface number displayed by the common control display area to respond to the user input operation.
  • the processor 1160 controls the interface number corresponding to the loaded interface information to respond to the user input operation, and the interface number corresponding to the unloaded interface information does not respond to the user input operation. .
  • an embodiment of the present invention further provides a map system 1200.
  • the map system 1200 includes:
  • the user interaction module 1210 is configured to interact with the user to receive and respond to the user's operation
  • the determining module 1220 is configured to determine whether the digital person display function is enabled
  • map database 1230 for storing map data
  • the analyzing module 1240 is configured to determine, according to a user indication acquired by the user interaction module 1210, map data that needs to be read;
  • the map data reading module 1250 is configured to read the map data in the map database 1230 according to the analysis result of the analysis module 1240;
  • the digital human interface 1260 is configured to acquire the tracking dimension image data of the digital person selected by the user acquired by the user interaction module 1210;
  • a data conversion module 1270 configured to convert the digital person's whereabouts dimension image data acquired from the digital human interface 1260 into data available to the map system;
  • a data processing module 1280 configured to process map data and digital person's whereabouts dimension image data
  • the drawing display module 1290 is configured to generate a tracking map interface for output according to the map data processed by the data processing module 1280 and the tracking image data of the digital person.
  • the user interaction module 1210 is configured to receive and respond to a user's input operation, and obtain a user's request for viewing, searching, etc.;
  • the map database 1230 stores map data used by the map system, mainly including spatial data and Corresponding data;
  • the map data reading module 1250 is an access interface to the data in the map database 1230;
  • the judging module 1220 is configured to determine whether the digital person display switch is turned on (a "digital human function" option can be set in the setting of the terminal, The user selects whether to enable the "digital person function");
  • the analysis module 1240 is configured to complete the analysis of the user indication, and determine the map data that needs to be read;
  • the digital human interface 1260 is configured to obtain the number selected by the user interaction module 1210.
  • Human portrait data especially the tracer dimension image data, and complete the management of third-party data sources, including the definition and management of interfaces.
  • the digital human interface 1260 mainly interacts with the system for generating digital people, namely the digital human management platform.
  • Data conversion module 1270 for non-standard or non-map systems The trace dimension image data is converted into data that can be used by the map system; the data processing module 1280 is configured to process the map data and the tracer dimension image data of the digital person; the cartographic display module 1290 is configured to determine the processed trace map interface, and complete the output. Track the drawing of the map interface.
  • map system 1200 may correspond to the main body performing the method in the embodiment of the present invention, and may also correspond to the determined map boundary device 900 and the device 1000 according to an embodiment of the present invention, and in the map system 1200
  • the above and other operations and/or functions of the various modules are for the purpose of implementing the corresponding processes of the method of FIG. 1 to FIG. 8. For brevity, no further details are provided herein.
  • the device for determining the map interface determines the tracking map interface according to the image data of the target digital person and the map data by acquiring the image data of the tracking dimension of the target digital person and determining the map data of the target area.
  • the domain's whereabouts feature automatically and flexibly provides users with personalized map services to enhance the user experience.
  • the disclosed systems, devices, and methods may be implemented in other manners.
  • the device embodiments described above are merely illustrative.
  • the division of the unit is only a logical function division.
  • there may be another division manner for example, multiple units or components may be combined or Can be integrated into another system, or some features can be ignored or not executed.
  • the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, or an electrical, mechanical or other form of connection.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the embodiments of the present invention.
  • each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
  • the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
  • the integrated unit if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium.
  • a storage medium includes instructions for causing a computer device (which may be a personal computer, server, or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention.
  • the foregoing storage medium includes: a U disk, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, and the like. .

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Strategic Management (AREA)
  • Development Economics (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • General Engineering & Computer Science (AREA)
  • Remote Sensing (AREA)
  • Databases & Information Systems (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • Radar, Positioning & Navigation (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Data Mining & Analysis (AREA)
  • Game Theory and Decision Science (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Tourism & Hospitality (AREA)
  • Primary Health Care (AREA)
  • Human Resources & Organizations (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Automation & Control Theory (AREA)
  • User Interface Of Digital Computer (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

本发明公开了一种确定地图界面的方法和装置，该方法包括：获取目标数字人的行踪维度画像数据，其中，目标数字人由生成数字人的系统生成，并由对应于目标用户的多个维度的目标用户画像组成，目标用户画像通过处理来自多个数据源的多个维度的数据生成；确定目标区域的地图数据，该目标区域为需向用户呈现的特定的地图区域；根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面，该追踪地图界面用于表示目标数字人在目标区域的行踪特性。本发明实施例的确定地图界面的方法，根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面以表示目标数字人在目标区域的行踪特性，能自动灵活地为用户提供个性化的地图服务，提高用户体验。

Description

确定地图界面的方法和装置
本申请要求于2014年9月12日提交中国专利局、申请号为201410466661.3、发明名称为“确定地图界面的方法和装置”的中国专利申请的优先权，其全部内容通过引用结合在本申请中。
技术领域
本发明涉及通信领域，尤其涉及通信领域中确定地图界面的方法和装置。
背景技术
在日常生活中，电子地图由于类型丰富、使用终端多样、操作方便快捷，已经广泛应用于日常生活中，知名的电子地图系统包括百度地图、高德地图、Google地图等，用户使用这些地图系统进行查找、导航等操作。电子地图系统作为连接数字世界和物理世界的平台，其作用以越来越重要。虽然现有的地图系统具有一定的筛选排序功能，如按价格区间、场所类别、评价等进行筛选，但是筛选选项十分有限，筛选操作也较为复杂。更重要地是，现有的地图系统对每个用户呈现的信息都是无差别的，缺乏个性化。例如，当前的地图系统若想回答以下问题是非常困难的：
这个消费场所适合我去吗？
这个餐厅符合我的口味吗？
如果是旅游，本地人都会去哪里吃饭？去哪里玩儿？
如果我是情侣出行，哪些地方适合我去？
我想请老板吃饭，哪里适合他的档次？
如果用户想得到上述问题的答案，用户需要先在搜索引擎上(例如百度、Google等)找到相关的地址信息，在口碑类的网站上(例如大众点评)查找相关的评价，在地图程序(例如百度地图、老虎宝典、Google地图等)上找到到达这个地址的路径才能前往，该过程显然对用户来说较为复杂。并且，评价等信息对用户来是说很重要的信息，但由于不同用户的生活背景不同，对同一事物的认知和感觉也不同，某一用户的评价可能并不能代表另一用户也会有同样的感受。例如，在大众点评等口碑类的网站上，即使“湛江鸡饭 店”的评价再好，东北人可能也不会去吃；而“李连贵”的评价分数再高，广东人也不会选择该餐厅。
在上述例子中，将地图上所有的餐厅的全部信息呈现给用户也会为用户带来不便。因为，有些信息对用户而言是不必要或不重要的。例如，某区域范围内有王品台塑牛排、雨花西餐厅、上岛咖啡等餐厅。当不同用户在该区域范围内寻找就餐地点时，地图对所有用户都会同样呈现这几个就餐地点。对该用户或该用户想要获得的与该用户相关的人而言，王品台塑牛排是超出消费预算的，属于信息噪音，而雨花餐厅、上岛咖啡的结果才是该用户期望的；而对于另一用户或该另一用户想要获得的与其相关的人而言，王品台塑牛排、四海一家自助餐厅、大渔铁板烧都在他可选择的范围内，上岛咖啡等他是不会光顾的。
此外，现有的地图提供的路径通常是一条或几条特定的路径，但在实际生活中，对于某些区域，较熟悉该区域的人可能会提供更合适(用时最短或费用最低)的乘车路线或是可以提供更方便地到达某一场所的捷径。这些信息地图系统通常都无法提供，只能靠口口相传或靠用户搜索相应的信息，并加以判断而获得。
现有的一些地图系统可以提供一些模式供用户选择，或由用户提供自身的一些行为特征，依据这些模式或用户提供的行为特征来过滤地图信息，这种方式依然是较片面较局限的，不能为用户提供完全个性化的服务。并且，由用户手动进行选择或填写，增加用户负担。
发明内容
本发明实施例提供了一种确定地图界面的方法和装置，能够自动灵活地提供个性化的地图服务。
第一方面，提供了一种确定地图界面的方法，该方法包括：获取目标数字人的行踪维度画像数据，其中，所述目标数字人由生成数字人的系统生成，所述目标数字人由对应于目标用户的多个维度的目标用户画像组成，所述目标用户画像通过处理来自多个数据源的多个维度的数据生成；确定目标区域的地图数据，所述目标区域为需向用户呈现的特定的地图区域；根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面，所述追踪地图界面用于表示所述目标数字人在所述目标区域的行踪特性。s
结合第一方面，在第一方面的第一种可能的实现方式中，所述根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面根据所述目标第一数字人的行踪维度画像数据与所述地图数据，确定表示所述目标第一数字人在所述目标区域的行踪特性的地图界面，包括：根据所述目标第一数字人在所述目标区域的行踪维度画像数据，确定所述目标第一数字人在所述目标区域的地点出现的频度；根据所述目标数字人在所述目标区域的地点出现的频度，生成用于表示所述目标数字人在所述目标区域的地点出现的频度的视觉元素，所述视觉元素所用于表示所述目标数字人在所述目标区域的行踪特性；将包括所述视觉元素的地图界面确定为所述追踪地图界面。
结合第一方面的第一种可能的实现方式，在第一方面的第二种可能的实现方式中，所述视觉元素为与所述目标数字人在所述目标区域的地点出现的频度对应的热力图。
结合第一方面的第一种可能的实现方式，在第一方面的第三种可能的实现方式中，所述视觉元素包括至少两种与所述目标数字人在所述目标区域的地点出现的频度对应的不同的标识。
结合第一方面的第三种可能的实现方式，在第一方面的第四种可能的实现方式中，所述追踪地图界面上还包括用于指示所述标识与所述频度的对应关系的图例。
结合第一方面和第一方面的第一种至第四种可能的实现方式中的任一种可能的实现方式，在第一方面的第五种可能的实现方式中，在所述获取目标数字人的行踪维度画像数据之前，所述方法还包括：向用户呈现数字人显示控件，所述数字人显示控件处于第一状态，所述第一状态表示当前地图界面未加载数字人的行踪维度画像数据；获取用户对所述处于第一状态的数字人显示控件的第一操作动作；根据所述第一操作动作，向用户呈现数字人选择控件，所述数字人选择控件内包括多个可用于加载的数字人对象；将用户选择的数字人对象对应的数字人确定为所述目标数字人；在所述根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面之后，该方法还包括：向用户呈现所述地图界面，并向用户呈现所述数字人显示控件的第二状态，所述第二状态表示当前地图界面加载了所述目标数字人的行踪维度画像数据。
结合第一方面的第五种可能的实现方式，在第一方面的第六种可能的实 现方式中，该方法还包括：获取用户对处于第二状态的所述数字人显示控件的第二操作动作；根据所述第二操作动作，确定所述目标数字人的人物背景信息；向用户呈现数字人信息控件，所述数字人信息控件内包括所述目标数字人的人物背景信息。
结合第一方面和第一方面的第一种至第六种可能的实现方式中的任一种可能的实现方式，在第一方面的第七种可能的实现方式中，该方法还包括：获取用户对所述追踪地图界面上的目标地点的第三操作动作；根据所述第三操作动作，向用户呈现目标地点信息控件，所述目标地点信息控件内包括与所述目标地点相关的数字人的统计信息。
第二方面，提供了一种确定地图界面的装置，该装置包括：第一获取模块，用于获取目标数字人的行踪维度画像数据，其中，所述目标数字人由生成数字人的系统生成，所述目标数字人由对应于目标用户的多个维度的目标用户画像组成，所述目标用户画像通过处理来自多个数据源的多个维度的数据生成；第一确定模块，用于确定目标区域的地图数据，所述目标区域为需向用户呈现的特定的地图区域；第二确定模块，用于根据所述第一获取模块获取的所述目标数字人的行踪维度画像数据与所述第一确定模块确定的所述地图数据，确定追踪地图界面，所述追踪地图界面用于表示所述目标数字人在所述目标区域的行踪特性。
结合第二方面，在第二方面的第一种可能的实现方式中，所述第二确定模块具体用于：根据所述目标数字人在所述目标区域的行踪维度画像数据，确定所述目标数字人在所述目标区域的地点出现的频度；根据所述目标数字人在所述目标区域的地点出现的频度，生成用于表示所述目标数字人在所述目标区域的地点出现的频度的视觉元素，所述视觉元素所用于表示所述目标数字人在所述目标区域的行踪特性；将包括所述视觉元素的地图界面确定为所述追踪地图界面。
结合第二方面的第一种可能的实现方式，在第二方面的第二种可能的实现方式中，所述视觉元素为与所述目标数字人在所述目标区域的地点出现的频度对应的热力图。
结合第二方面的第一种可能的实现方式，在第二方面的第三种可能的实现方式中，所述视觉元素包括至少两种与所述目标数字人在所述目标区域的地点出现的频度对应的不同的标识。
结合第二方面的第三种可能的实现方式，在第二方面的第四种可能的实现方式中，所述追踪地图界面上还包括用于指示所述标识与所述频度的对应关系的图例。
结合第二方面和第二方面的第一种至第四种可能的实现方式中的任一种可能的实现方式，在第二方面的第五种可能的实现方式中，该装置还包括：呈现模块，用于向用户呈现数字人显示控件，所述数字人显示控件处于第一状态，所述第一状态表示当前地图界面未加载数字人的行踪维度画像数据；第二获取模块，用于获取用户对所述呈现模块呈现的所述数字人显示控件的第一操作动作；所述呈现模块还用于根据所述第二获取模块获取的所述第一操作动作，向用户呈现数字人选择控件，所述数字人选择控件内包括多个可用于加载的数字人对象；该装置还包括：第三确定模块，用于将用户选择的数字人对象对应的数字人确定为所述目标数字人；所述呈现模块还用于在所述第二确定模块根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面之后，向用户呈现所述追踪地图界面，并向用户呈现所述数字人显示控件的第二状态，所述第二状态表示当前地图界面加载了所述目标数字人的行踪维度画像数据。
结合第二方面的第五种可能的实现方式，在第二方面的第六种可能的实现方式中，该装置还包括：第三获取模块，用于获取用户对处于第二状态的所述数字人显示控件的第二操作动作；第四确定模块，用于根据所述第三获取模块获取的所述第二操作动作，确定所述目标数字人的人物背景信息；所述呈现模块具体用于：向用户呈现数字人信息控件，所述数字人信息控件内包括所述第四确定模块确定的所述目标数字人的人物背景信息。
结合第二方面和第二方面的第一种至第六种可能的实现方式中的任一种可能的实现方式，在第二方面的第七种可能的实现方式中，该装置还包括：第四获取模块，用于获取用户对所述追踪地图界面上的目标地点的第三操作动作；所述呈现模块具体用于：根据所述第四获取模块获取的所述第三操作动作，向用户呈现目标地点信息控件，所述目标地点信息控件内包括与所述目标地点相关的数字人的统计信息。
结合第二方面和第二方面的第一种至第七种可能的实现方式中的任一种可能的实现方式，在第二方面的第八种可能的实现方式中，该装置为终端。
第三方面，提供了一种地图系统，该地图系统包括：用户交互模块，用 于与用户进行交互，接收和响应用户的操作；判断模块，用于判断是否开启数字人显示功能；地图数据库，用于存储地图数据；分析模块，用于根据所述用户交互模块获取的用户指示，确定需要读取的地图数据；地图数据读取模块，用于根据所述分析模块的分析结果，读取所述地图数据库中的所述地图数据；数字人接口，用于获取所述用户交互模块获取的用户选择的数字人的数据；数据转换模块，用于将从所述数字人接口获取的所述数字人的数据转换为所述地图系统可用的数据；数据处理模块，用于对所述地图数据和所述数字人的数据进行处理；制图显示模块，用于根据所述数据处理模块处理后的所述地图数据和所述数字人的数据，生成用于输出的追踪地图界面。
基于上述技术方案，本发明实施例的确定地图界面的方法和装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
附图说明
为了更清楚地说明本发明实施例的技术方案，下面将对本发明实施例中所需要使用的附图作简单地介绍，显而易见地，下面所描述的附图仅仅是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。
图1是应用本发明实施例的确定地图界面的方法的一个架构的示意图。
图2是根据本发明一个实施例的确定地图界面的方法的示意性流程图。
图3是根据本发明实施例的确定地图界面的方法的示意图。
图4是根据本发明实施例的确定地图界面的方法的示意图。
图5是根据本发明实施例的确定地图界面的方法的示意图。
图6是根据本发明实施例的确定地图界面的方法的示意图。
图7是根据本发明实施例的确定地图界面的方法的示意图。
图8是根据本发明实施例的确定地图界面的方法的示意图。
图9是根据本发明实施例的确定地图界面的装置的示意性框图。
图10是根据本发明实施例的确定地图界面的装置的示意性框图。
图11是根据本发明实施例的终端的示意性框图。
图12是根据本发明实施例的地图系统的示意性框图。
具体实施方式
下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明的一部分实施例，而不是全部实施例。基于本发明中的实施例，本领域普通技术人员在没有做出创造性劳动的前提下所获得的所有其他实施例，都应属于本发明保护的范围。
在进行确定地图界面的方法和装置的说明之前，首先对本发明实施例用到的数字人、生成数字人的方法和系统等相关内容进行阐述。
生成数字人的方法包括：
定义数字人模型，该数字人模型包括多个维度的用户画像模型；
获取特定用户的来自多个数据源的多个维度的数据；
基于数字人模型所包括的多个维度的用户画像模型，对特定用户的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像，该特定用户的多个维度的用户画像组成了与特定用户对应的数字人。
上述生成数字人的方法，通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
应理解，一个维度的用户画像是对用户于物理世界中在该一维度特征的展现，是在深刻理解真实数据的基础上得出的在该一维度的一个虚拟画像。多个维度的用户画像组合在一起，就可以组成一个与物理世界中的用户对应的数字人，该数字人可以从多个维度刻画物理世界中的用户的特征。一个维度的用户画像是根据对应的维度的用户画像模型，通过对数据进行挖掘后生成的。上述维度可以涉及形象、健康、行为习惯、社交模式、消费习惯、兴趣爱好等，还可以包括与物理世界个人对应的其它多个维度。
生成数字人的系统定义数字人模型，该数字人模型包括多个维度的用户画像模型。其中，某一维度的用户画像模型用于表征从相关采集数据中抽取出的用户在该维度的特征和知识类别。而包含多个维度用户画像模型的数字人模型，则基于可获取的多个维度的数据源，从多个不同的维度定义了一个立体的数字人。数字人模型中所包含的不同维度的用户画像模型的确定，至少应考虑如下几个要素：可使用的数据源及能够挖掘到的特征类型、生成数 字人的系统的基本需求和第三方客户新定义的可更新的数字人特征需求等。
具体而言，生成数字人的系统可以设置一个画像模型配置库，以维护生成数字人所需要的数字人模型中包含的多个维度的用户画像模型。这些用户画像模型可以通过生成数字人的系统预定义并周期性地更新，进行增加、删除或修改。例如，平台中维护的数字人模型可以对应定义如下一些用户画像模型：用户形象维度画像模型、用户健康维度画像模型、用户行为习惯维度画像模型、用户社交模式维度画像模型、用户消费习惯维度画像模型和用户兴趣爱好维度画像模型等，但并不仅限于此。
应理解，生成数字人的系统可以根据用户的属性，为不同属性的用户群体确定包括不同用户画像模型的数字人模型。用户的属性可以用来刻画用户信息的类型。以用户职业为例，对于医生群体和教师群体，为这两个群体确定的用户画像模型，除了包含所有用户通用的用户形象维度画像模型、用户健康维度画像模型等用户画像模型，医生群体还可能包括与其职业为医生这一属性对应的相应维度的用户画像模型；教师群体还可能包括与其职业为教师这一属性对应的相应维度的用户画像模型，但并不限于此。
此外，生成数字人的系统还可以通过接收客户端的定制需求，创建或修改对应的用户画像模型。例如，生成数字人的系统可以包括数字人应用程序编程接口(Application Programming Interface，API)，以完成生成数字人的系统与第三方客户端的交互。当客户端对某一特定维度的用户画像有需求，而当前生成数字人的系统的画像模型配置库中没有相对应的用户画像模型时，客户端可以通过API将定制需求反馈给生成数字人的系统，以便于生成数字人的系统创建新的用户画像模型。相应地，生成数字人的方法还可以包括：
根据客户端的需求，创建与该需求对应的用于生成用户画像的用户画像模型。
应理解，物理世界的个人在数字世界环境中各种数据平台产生的数据，经过挖掘可以综合刻画对应物理世界个人的各维度特征。用户的数据可以是来自多个数据源的，例如，可以来自手机业务平台，QQ、微信、来往等实时聊天平台，微博、论坛、人人网等社交平台，淘宝、当当、京东等购物平台，此外，数据还可以包括其他用户在通信时产生的与该用户相关的数据，对此不做限定。
从多种数据源收集的数据可以是多个维度的，例如用户的形象维度、健康维度、行为习惯维度、社交维度、消费习惯维度、兴趣爱好维度等，对此不做限定。
生成数字人的系统可以通过终端、通信网元和数据收集代理中的至少一种设备，获取多个用户的来自多个数据源的多个维度的数据。
可以通过终端获取各个用户的数据。通过智能终端、车载终端等终端以及终端上的各类传感器装置，如GPS、运动传感器、光线传感器、麦克风、摄像头等，可以采集获取用户所处的环境信息和用户的行为等信息。通过终端上运行的各类应用软件的运行数据及记录的应用轨迹，如社交软件、运动监测软件、健康监控软件等获取用户在某个领域上的轨迹数据。此外，终端还可能记录用户产生的各类自媒体内容，如照片、音视频媒体、文本日记等。终端可以周期或不定期地向生成数字人的系统上报用户的相关数据，也可以由生成数字人的系统周期或不定期地从终端获取用户的相关数据。
还可以通过通信网元获取各个用户的数据。例如，无线网络控制器(Radio Network Controller,RNC)、归属位置寄存器(Home Location Register,HLR)等通信网元上包含大量的用户在通信时产生的相关数据，生成数字人的系统可以从该通信网元捕获多个用户的相关数据。
还可以通过数据收集代理获取多个用户的数据。具体地，数据收集代理通过网络爬虫方式，捕获用户在网络上的言论、上网痕迹等。例如捕获用户在社交网络、网购平台、网络搜索平台、网络服务平台等留下的记录日志。再如，捕获通过各种渠道发布的与该用户相关的信息，如该用户社交圈内好友的社交媒体内容、日志中与用户相关的信息等。数据收集代理可以周期或不定期地向生成数字人的系统上报所捕获的内容，也可以由生成数字人的系统周期或不定期地从数据收集代理获取用户的相关数据。
一般地，通过终端可以获取信息较密集、范围较集中的用户数据，通过通信网元、数据收集代理可以获取较分散的用户数据。此外，还可以通过其它手段或方式获取用户的数据，对此不作限定。
应理解，生成数字人的系统可以通过自身的设备或模块获取数据，也可以通过接口接收生成数字人的系统以外的设备或模块收集的数据，对此不作限定。
还应理解，通过生成数字人的方法从多种数据源获取的大量数据可以是 归属于多个用户的。在该种情况下，需要确定这些数据归属于哪个用户。相应地，生成数字人的方法中从多个数据源获取特定用户的多个维度的数据，包括：
获取多个用户的来自多个数据源的多个维度的数据；
根据数据与用户的归属关系，在多个用户的来自多个数据源的多个维度的数据中，确定归属于特定用户的来自多个数据源的多个维度的数据。
具体地，生成数字人的系统获取到来自多个数据源大量数据后，根据数据与数字人对应的用户的归属关系来确定归属于特定用户的多个维度的数据。例如，可以根据数据来源和内容与生成数字人的系统中已经存在的数字人对应的用户的信息进行匹配。当匹配到某一数据为已经存在的数字人对应的用户的相关数据时，生成数字人的系统可以将该数据存储或更新至该数字人对应的用户的账户下，或者直接对数据进行挖掘或分析，将得到的结果存储或更新至该数字人对应的用户的账户下。当确定某一数据不归属于当前已经存在的数字人对应的用户时，则生成数字人的系统可以重新建立一个用户账户，用于存储该数据或由该数据挖掘出的信息。
为了便于确定数据和数字人对应用户的归属关系，生成数字人的系统可以记录并维护数字人用户ID和该用户在物理世界中的其他身份ID之间的对应关系。例如，可以维护并实时更新一个表，该表用于记录数字人用户ID以及相对应的物理世界个人的手机号、微信号、QQ号、微博账号、论坛账号等信息。根据此表，生成数字人的系统可以很方便地辨识出数据与用户的归属关系，也可以方便对各用户的数据的查询。例如，根据表内记录的信息，可以辨识出，微信号为“aaa111”的用户和微博账号为“ccc222”的用户对应的是同一用户，则从微信号“aaa111”获取的数据和微博账号“ccc222”获取的数据均归属于该用户。此外，还可以根据数据的内容确定数据与用户的归属关系。例如，一条数据是一则新闻，该新闻报道了与该用户相关的事迹，则可以确定该新闻是归属于该用户的数据。
生成数字人的方法还可以包括：
对特定用户的来自多个数据源的多个维度的数据进行数据清洗；
提取清洗后的数据的内容所对应的时间和关键词；
将时间和关键词作为标注信息，对该清洗后的数据进行标注；
其中，基于数字人模型所包括的多个维度的用户画像模型，对特定用户 的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像，包括：
基于数字人模型所包括的多个维度的用户画像模型，对标注后的数据进行处理，生成对应于特定用户的多个维度的用户画像。
具体而言，对获取的特定用户的来自多个数据源的多个维度的数据进行数据清洗，过滤噪声数据。其中，由于数据可能是来自多种数据源的，因此数据可能是异构的，例如可以是结构化的数据、半结构化的数据或非结构化的数据，即用户数据可以是文本、表格，也可以是图片、音频或视频。对于结构化的数据，来自不同数据源的数据结构也可能是不同的。例如，同样都是购买记录，来自淘宝的数据和来自京东的数据，结构可能是不同的。此时，需对这些数据进行处理，使得数据结构一致，这样不仅方便数据管理，在后续进行挖掘运算时，可以加速收敛。
经数据清洗后的数据，可以是文本、表格，也可以是图片、音频或视频，不易于管理和分析。因此，可以对各类异构的清洗后的数据进行标注。具体地，可以提取清洗后的数据所包含的内容对应的时间和关键词，将时间和关键词作为标注信息，对该清洗后的数据进行标注，以便于根据标注信息生成数字人或查询数字人的信息。例如，对于一张在天安门观看升国旗的张片，其标注信息可以为，时间：2014年1月1日；关键词：升国旗。标注的信息还可以包括数据所包含的内容对应的位置信息，以便于辨识数据所包含的内容所在的位置或事件发生的位置。此外，标注的信息还可以包括指示数据特征的其它信息，对此不作限定。
经过标注后的数据便于管理和分析，在后续基于多个维度的用户画像模型，生成特定用户的多个维度的用户画像时，可以基于多个维度的用户画像模型，对标注后的数据进行处理，生成特定用户的多个维度的用户画像。
此外，可以存储标注后的数据，以方便后续管理及数字人的生产和查询。数据存储管理可以基于Hadoop分布式平台来实现，并且考虑到平台存储和管理的数据包括各种结构化、半结构化以及非结构化数据，其存储管理涉及动态增删的可能性，因此可采用非关系型数据库，例如NoSQL等来存储管理数据。具体地，如表1所示，可以按照数字人对应的用户标识(Identity,ID)进行分类存储和管理，存储项可以包括：数据所归属的用户ID和数据相应的标注信息、数据文件名称、数据文件的存储位置链接和数据文件的类型等。
表1
Figure PCTCN2015088005-appb-000001
基于数字人模型所包括的多个维度的用户画像模型，对特定用户的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像，该特定用户的多个维度的用户画像组成了与特定用户对应的数字人。基于上文中提及的多个维度的用户画像模型，可以生成相对应维度的用户画像。这些用户画像可以包括用户形象维度画像、用户健康维度画像、用户行为习惯维度画像、用户社交模式维度画像、用户消费习惯维度画像和用户兴趣爱好维度画像等，但本并不仅限于此。对特定用户的多个维度的数据进行处理可以调用合适的数据挖掘算法，挖掘提取出特定用户的多个维度的用户画像。数据挖掘算法可以包括以下至少一种：分类算法、聚类算法、回归算法、增强学习算法、迁移学习算法、深度学习算法和主动学习算法，但并不仅限于此。数据挖掘算法可以配置在算法库中，由生成数字人的系统定义并周期性维护更新该算法库。
下面以基于用户消费习惯维度画像模型生成用户消费习惯维度画像为例来进行说明。例如，在一个用户消费习惯维度画像模型的示例中，该模型至少包括如下数据项：用户ID，用户偏好消费品牌，用户可承受消费金额，用户经常消费的时间、用户经常消费的地点，用户偏好的支付方式等。
生成数字人的系统通过终端、通信网元和数据收集代理等收集了某用户消费相关的数据。这些数据可以来源于购物平台的消费记录、信用卡账户的 消费明细记录等。表2所示为用户的历史消费记录，其内容包括支付账号、消费时间、消费地点、购买品牌、消费金额、支付方式等。提取支付账号对应的用户为用户ID对应的用户的数据，调用相应的数据挖掘算法，如分类算法、聚类算法、回归算法等，从表2所示的用户历史消费行为记录中，可以分析获得用户消费习惯维度画像模型的相关统计数据，生成该用户的用户消费习惯维度画像。
例如，表2中所示的支付账号为“支付账号A”和“支付账号1”的用户，均与用户ID为“第一数字人”的用户对应。可以根据用户消费习惯维度画像模型，通过对上述支付账号为“支付账号A”和“支付账号1”的数据进行数据挖掘，分析得到该用户的用户消费习惯维度画像。用户消费习惯维度画像为：用户ID为“第一数字人”，偏好消费品牌为“运动户外品牌”，用户可承受消费金额为“2000-5000元”，用户经常消费的时间为“周六或周日等休息日”、用户经常消费的地点为“北京市海淀区各大商场”，用户偏好的支付方式为“信用卡支付”。
表2
支付账号 购买品牌 消费金额 消费时间 消费地点 支付方式
支付账号A 耐克 1299 20140104 北京中关村 信用卡
支付账号1 哥伦比亚 3499 20140105 北京五道口 信用卡
支付账号A 阿迪达斯 1399 20140119 北京中关村 信用卡
支付账号1 北面 2499 20140125 北京五道口 信用卡
… … … … … …
特定用户的多个维度的用户画像就组成了与特定用户对应的数字人。一个维度的用户画像是对用户于物理世界中在该一维度特征的展现，是在深刻理解真实数据的基础上得出的在该一维度的一个虚拟画像。可以根据数字人模型中定义的用户画像模型，将多个维度的用户画像组成一个与物理世界中的用户对应的数字人，该数字人可以从多个维度刻画物理世界中的用户的特征。在生成数字人的系统新获取到与该特定用户相关的数据时，还可以根据用户画像模型对已有的用户画像进行更新。应理解，更新可以用新获取的数据生成新的用户画像对原用户画像进行替换，也可以保留原用户画像，并生成新的用户画像，以原用户画像和新的用户画像分别刻画用户在不同的时间阶段在该维度的特征。
在生产数字人之后，生成数字人的方法还可以包括：
根据客户端输入的查询条件，向客户端提供与查询条件相应的数字人的用户画像。
具体而言，客户端可以通过API实现对一定用户群体的数字人的用户画像的查询。例如，客户端输入物理世界个人的手机号或微博账号作为检索条件，则可以检索出相应的数字人对应的用户的用户画像。再如，输入健康状况为“患有高血压”，并且消费能力为“较高的消费能力”，可以查询出用户健康维度画像表明该用户患有高血压，并且用户消费习惯维度画像表明该用户具有较高的消费能力的所有用户，从而向这些用户推荐相关药物或治疗设备。应理解，上述各过程的序号的大小并不意味着执行顺序的先后，各过程的执行顺序应以其功能和内在逻辑确定，而不应对实施过程构成任何限定。
因此，上述生成数字人的方法，通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
上文中详细描述了生成数字人的方法，下面将详细描述生成数字人的系统。
生成数字人的系统包括：
定义模块，用于定义数字人模型，数字人模型包括多个维度的用户画像模型；
获取模块，用于获取特定用户的来自多个数据源的多个维度的数据；
生成模块，用于基于定义模块定义的数字人模型所包括的多个维度的用户画像模型，对获取模块获取的特定用户的来自多个数据源的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像，特定用户的多个维度的用户画像组成了与特定用户对应的数字人。
因此，上述生成数字人的系统，通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
获取模块可以包括：
获取单元，用于获取多个用户的来自多个数据源的多个维度的数据；
确定单元，用于根据数据与用户的归属关系，在获取单元获取的多个用户的来自多个数据源的多个维度的数据中，确定归属于特定用户的来自多个 数据源的多个维度的数据。
获取单元具体可以用于：
通过终端、通信网元和数据收集代理中的至少一种设备，获取多个用户的来自多个数据源的多个维度的数据。
多个维度的用户画像包括以下至少两种：用户形象维度画像、用户健康维度画像、用户行为习惯维度画像、用户社交模式维度画像、用户消费习惯维度画像和用户兴趣爱好维度画像。
生成数字人的系统还可以包括：
清洗模块，用于对获取模块获取的特定用户的来自多个数据源的多个维度的数据进行数据清洗；
提取模块，用于提取清洗模块清洗获得的数据的内容所对应的时间和关键词；
标注模块，用于将时间和关键词作为标注信息，对清洗模块清洗获得的数据进行标注。
其中，确定单元具体用于：
基于确定模块确定的数字人模型所包括的多个维度的用户画像模型，对经过标注模块标注后的数据进行处理，生成对应于特定用户的多个维度的用户画像。
生成数字人的系统还可以包括：
清洗模块，用于对获取模块获取的特定用户的来自多个数据源的多个维度的数据进行数据清洗；
提取模块，用于提取清洗模块清洗获得的数据的内容所对应的时间、位置和关键词；
标注模块，用于将时间、位置和关键词作为标注信息，对清洗模块清洗获得的数据进行标注。
其中，确定单元具体用于：
基于确定模块确定的数字人模型所包括的多个维度的用户画像模型，对经过标注模块标注后的数据进行处理，生成对应于特定用户的多个维度的用户画像。
生成数字人的系统还可以包括：
存储模块，用于存储标注后的数据。
生成数字人的系统还可以包括：
查询模块，用于根据客户端输入的查询条件，向客户端提供与查询条件相应的数字人的用户画像。
生成数字人的系统还可以包括：
创建模块，用于根据客户端的需求，创建与需求对应的用于生成用户画像的用户画像模型。
可选地，作为一个实施例，生成模块具体用于：
基于确定模块确定的数字人模型所包括的多个维度的用户画像模型，通过以下至少一种算法对特定用户的来自多个数据源的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像：
分类算法、聚类算法、回归算法、增强学习算法、迁移学习算法、深度学习算法和主动学习算法。
因此，上述生成数字人的系统，通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
另外一种生成数字人的系统可以包括接收器、处理器、存储器和总线系统，接收器、处理器和存储器通过总线系统相连。存储器用于存储指令，接收器和处理器用于执行存储器存储的指令。其中，接收器用于：
获取特定用户的来自多个数据源的多个维度的数据。
处理器用于：
定义数字人模型，该数字人模型包括多个维度的用户画像模型；
基于数字人模型所包括的多个维度的用户画像模型，对特定用户的来自多个数据源的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像，特定用户的多个维度的用户画像组成了与特定用户对应的数字人。
因此，该生成数字人的系统通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
应理解，该处理器可以是中央处理单元(Central Processing Unit，CPU)，该处理器还可以是其他通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit， ASIC)、现成可编程门阵列(Field-Programmable Gate Array，FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。
该存储器可以包括只读存储器和随机存取存储器，并向处理器提供指令和数据。存储器的一部分还可以包括非易失性随机存取存储器。例如，存储器还可以存储设备类型的信息。
该总线系统除包括数据总线之外，还可以包括电源总线、控制总线和状态信号总线等。但是为了清楚说明起见，在图中将各种总线都标为总线系统。
在实现过程中，上述方法的各步骤可以通过处理器中的硬件的集成逻辑电路或者软件形式的指令完成。结合本发明实施例所公开的方法的步骤可以直接体现为硬件处理器执行完成，或者用处理器中的硬件及软件模块组合执行完成。软件模块可以位于随机存储器，闪存、只读存储器，可编程只读存储器或者电可擦写可编程存储器、寄存器等本领域成熟的存储介质中。该存储介质位于存储器，处理器读取存储器中的信息，结合其硬件完成上述方法的步骤。为避免重复，这里不再详细描述。
接收器具体可用于：
获取多个用户的来自多个数据源的多个维度的数据；
处理器具体可用于：
根据数据与用户的归属关系，在多个用户的来自多个数据源的多个维度的数据中，确定归属于特定用户的来自多个数据源的多个维度的数据。
此外，接收器可以通过终端、通信网元和数据收集代理中的至少一种设备，获取多个用户的来自多个数据源的多个维度的数据。
可选地，多个维度的用户画像包括以下至少两种：用户形象维度画像、用户健康维度画像、用户行为习惯维度画像、用户社交模式维度画像、用户消费习惯维度画像和用户兴趣爱好维度画像。
可选地，处理器还可用于：
对接收器获取的特定用户的来自多个数据源的多个维度的数据进行数据清洗；
提取清洗后的数据的内容所对应的时间和关键词；
将时间和关键词作为标注信息，对清洗后的数据进行标注。
其中，处理器具体还用于：
基于数字人模型所包括的多个维度的用户画像模型，对标注后的数据进行处理，生成对应于特定用户的多个维度的用户画像。
可选地，处理器还可用于：
对接收器获取的特定用户的来自多个数据源的多个维度的数据进行数据清洗；
提取清洗后的数据的内容所对应的时间、位置和关键词；
将时间、位置和关键词作为标注信息，对清洗后的数据进行标注。
其中，处理器具体还用于：
基于数字人模型所包括的多个维度的用户画像模型，对标注后的数据进行处理，生成对应于特定用户的多个维度的用户画像。
可选地，存储器还可用于：
存储标注后的数据。
可选地，在处理器生产数字人之后，处理器还可用于：
根据客户端输入的查询条件，向客户端提供与查询条件相应的数字人的用户画像。
可选地，在处理器定义数字人模型之前，处理器还可用于：
根据客户端的需求，创建与需求对应的用于生成用户画像的用户画像模型。
可选地，处理器生成用户画像具体可以包括：
基于数字人模型所包括的多个维度的用户画像模型，通过以下至少一种算法对特定用户的来自多个数据源的多个维度的数据进行处理，生成对应于特定用户的多个维度的用户画像：
分类算法、聚类算法、回归算法、增强学习算法、迁移学习算法、深度学习算法和主动学习算法。
因此，上述生成数字人的系统通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人。
除此之外，数字世界中包括多个数据源，生成数字人的系统从数据源获取数据生成数字人，并通过API与数字世界交互。该生成数字人的系统可以包括：
接收模块，用于接收来自多个数据源的多个用户的多个维度的数据；
数据预处理模块，用于确定接收模块接收的数据所归属的用户，并且对数据进行数据清洗和标注；
数据存储模块，用于存储数据预处理模块预处理后的数据；
用户身份管理模块，用于管理用户在多个数据源中的账户，以便于确定数据存储模块中存储的多个用户的数据与用户的归属关系；
用户画像模型配置库，用于定义生成用户画像的用户画像模型；
算法库，用于存储并更新多个用于生成用户画像的算法；
数字人生成维护模块，用于基于用户画像模型配置库中的用户画像模型，根据算法库中的算法，对数据存储模块中存储的数据进行处理，生成对应的用户画像，该用户画像组成了与用户对应的数字人；
数字人应用程序编程接口API，用于与客户端进行交互，以便于客户端查询数字人生成维护模块生成的数字人的用户画像或接受客户端提出的创建用户画像模型的需求。
因此，上述生成数字人的系统通过获取来自多个数据源的用户的多个维度的数据，对数据进行处理，基于数字人模型，生成包含多个维度的用户画像的数字人，并且可以进行用户信息、算法库和用户画像模型的更新和维护，还可与第三方客户端进行交互。
以上作为本发明的基础，对生成数字人的方法和系统进行了详细说明。下面将主要围绕本发明实施例的确定地图界面的方法和装置展开说明。
首先，详细介绍可以应用本发明实施例的确定地图界面的方法的一个架构。如图1所示，本发明实施例的典型的确定地图界面的方法的架构包括终端101、地图系统102、数字人管理平台103(即生成数字人的系统)。地图系统102典型地有百度地图、高德地图、Google地图等，用户使用的终端101通过网络使用地图系统102，向地图系统102发出与地图相关的指令。地图系统102根据用户的指令，通过地理信息系统(Geographic Information System，GIS)获取地理信息。同时，用户还通过终端101指示地图系统102通过第三方服务，如数字人管理平台103获取数字人数据。此外，地图系统102还可以通过其它多个第三方服务获取其它的进一步的信息，例如通过大众点评网获取用户评价信息，通过携程网获取电话和预定信息，本发明实施例对此不作限定。
本发明实施例中，获取的数字人数据除图1所示的由地图系统102获取 之外，还可以是由终端101获取的，终端所获取的数字人数据可以存储在终端101上，也可以存储在与终端101相关联的云服务器上，以方便用户随时使用，本发明实施例对此不作限定。
图2示出了根据本发明一个实施例的确定地图界面的方法200的示意性流程图。该方法200由地图系统执行或由终端执行，该方法200包括：
S201，获取目标数字人的行踪维度画像数据，其中，目标数字人由生成数字人的系统生成，目标数字人由对应于目标用户的多个维度的目标用户画像组成，目标用户画像通过处理来自多个数据源的多个维度的数据生成。如上文中说明的，生成数字人的系统或称其为数字人管理平台生成数字人，可以通过接口向用户提供交易服务。用户可以购买自己所需要的数字人或数字人的部分画像数据。用户通过终端显示的用户界面，可以在用户拥有的数字人资产中选择想加载的目标数字人。
其中，目标数字人可以是根据用户的选择操作确定的，也可以是地图系统、终端的地图软件或地图应用程序等默认的(例如，用户上次使用地图系统/应用程序时选择了一个目标数字人，在用户再次使用该地图系统/应用程序时，地图系统/应用程序默认在地图界面上仍加载该目标数字人的行踪维度画像数据)。如果获取数字人画像数据由地图系统执行，则终端通过网络将指示目标数字人的标识发送给地图系统，由地图系统通过生成数字人的系统或相应的第三方服务平台，获取与标识相应的目标数字人的行踪维度画像数据。如果获取数字人画像数据由终端执行，则终端获取其自身存储的目标数字人的行踪维度画像数据，或者终端通过与终端相关联的云服务器，获取目标数字人的行踪维度画像数据。
应理解，生成数字人的系统可生成与物理世界个人对应的数字人的各种维度画像，如形象维度画像、健康维度画像、行为习惯维度画像、社交模式维度画像、消费模式维度画像、兴趣爱好维度画像等，因而也可以生成行踪维度画像，行踪维度画像可以包含的数据如表3所示，例如：活动类型(运动、餐饮、购物、休闲等)，地点(地理位置坐标、地点名称)，时间段(上午/下午/晚上、工作日/节假日)，频度(XX次/天、XX次/周、XX次/月、XX次/年)，同伴信息(独自、同事、家人或朋友)。这里的行踪维度画像可以对应于本发明实施例的行踪维度画像数据，其中包含了与数字人的行踪维度相关的信息。行踪维度画像数据除了包括表3中列出的数字人在某一个地 点的行踪的相关信息，还可以包括数字人在从某一地点到达另一地点时采取的路径等，本发明实施例对行踪维度画像数据包括的内容不作限定。
表3
Figure PCTCN2015088005-appb-000002
此外，除获取目标数字人的行踪维度画像数据，还可以同时获取数字人的其它信息，如数字人的人物背景信息等，例如，目标数字人的性别、年龄、教育程度、职业、行业、薪资水平、民族、地域(居住地、生长/出生地)、使用语言(中文、英文、……)、特征标签(妈妈、情侣、……)等数字人的基本信息。
S202，确定目标区域的地图数据，该目标区域为需向用户呈现的特定的地图区域。具体而言，用户在使用地图服务时，会不断的向地图系统发送指示，地图系统或者终端可以获取用户的与地图相关的指示。例如，搜索某一地址、调整地图显示的区域范围、查找从一个地址到达另一地址的路径等。用户的这些与地图系统的交互操作以指示、命令或请求的形式发送给地图系统，由地图系统做出反馈，向用户呈现特定的地图区域。此外，用户也可以对终端的地图软件或地图应用程序发出交互请求，本发明实施例对此不作限定。根据用户的指示，地图系统、终端的地图软件或地图应用程序等确定对应的目标区域。该目标区域对应相应的地图数据，包括地图上的地点、路径(用户发出的指示可能是查找两个地点之间的路径)等。
应理解，目标区域还可以是地图系统、终端的地图软件或地图应用程序等默认的，例如，当用户打开地图系统、终端的地图软件或地图应用程序时，地图系统/应用程序会向用户呈现一块默认的地图区域，或者向用户呈现用户上次使用时所驻留的地图区域，此时这些地图区域即为目标区域。
S203，根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面，该追踪地图界面用于表示目标数字人在目标区域的行踪特性。地图系统、终端的地图软件或地图应用程序等将目标数字人的非标准的行踪维度画像数据转换成地图系统、终端的地图软件或地图应用程序等可用的数据。将 这些行踪维度画像数据中的与S202中确定的目标区域包括的地点或路径相关的数据提取出来，与地图数据一并进行处理，形成加载了目标数字人的行踪维度画像数据的追踪地图界面，以便将目标数字人在目标区域的行踪特性呈现给用户。
具体而言，将目标数字人的非标准的行踪维度画像数据转换成地图系统、终端的地图软件或地图应用程序等可用的数据，可以是将“地点”信息转换成地点在地图上的矢量位置信息，将“频度”信息转换成热力图或视觉元素，将热力图或视觉元素呈现到对应的地点所在地图上的位置上，“活动类型”、“时间段”、“同伴”信息转换成地图上可以操作的筛选/过滤选项(类似地图上的按价格、按评价、按服务等排序功能)等。
加载了目标数字人的行踪维度画像数据的追踪地图界面可以是在地图界面上确定的目标区域包括的地点按照目标数字人出现的频度进行分级别的显示，或者对用户搜索的两个地点之间的路径根据目标数字人的数据进行不同方式的显示等等，本发明实施例对此不作限定。此外。还可以向用户呈现一些辅助操作的控件，例如表明加载了数字人画像数据的数字人显示控件等等，本发明实施例对此不作限定。
因此，本发明实施例的确定地图界面的方法，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
可选地，在本发明实施例中，在获取目标数字人的行踪维度画像数据之前，方法200还包括：
向用户呈现数字人显示控件，数字人显示控件处于第一状态，第一状态表示当前地图界面未加载数字人的行踪维度画像数据；
获取用户对处于第一状态的数字人显示控件的第一操作动作；
根据第一操作动作，向用户呈现数字人选择控件，数字人选择控件内包括多个可用于加载的数字人对象；
将用户选择的数字人对象对应的数字人确定为目标数字人；
在根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面之后，方法200还包括：
向用户呈现追踪地图界面，并向用户呈现数字人显示控件的第二状态，第二状态表示当前地图界面加载了目标数字人的行踪维度画像数据。
具体而言，如图3所示，可以向用户呈现数字人显示控件310，用于显示数字人的加载情况并方便用户执行选择、加载数字人的相关操作。例如，数字人显示控件310通过不同的视觉元素控制数字人显示控件310处于不同的状态。例如，数字人显示控件310处于第一状态时，表示当前地图界面未加载数字人的行踪维度画像数据；数字人显示控件310处于第二状态时，可以指示当前加载了哪个数字人的行踪维度画像数据、数字人的名称等。控制数字人显示控件310处于不同的状态的视觉元素可以是色调、透明度、明度等元素。
其中，一种可选的实现方式为如图3A至图3C中的元素311，如图3A所示的图标311为空心的，表示没有加载数字人，如图3C所示的图标311为实心的，表示已经加载了数字人，并在数字人显示控件显示该数字人的名称以区分不同的数字人。数字人的名称可以是数字人管理平台中存储的默认的名称，也可以是用户自己命名的。此外，可以显示数字人的名称的全部；当数字人的名称过长时，也可以显示有限个字符。例如，显示三个字符以及“…”，如当前加载的数字人名称为“白领小资”，则在地图界面上可以显示为“白领小…”。
用户对数字人显示控件做出第一操作动作，可以从用户当前拥有的数字人资源中数字人进行加载。其中，操作动作可以是用户对触摸屏终端做出的手势，还可以是用户的语音指令或者是用户通过鼠标键盘等对终端做出的指令。根据第一操作动作，向用户呈现数字人选择控件，数字人选择控件内包括多个可用于加载的数字人对象。用户选择想要加载的数字人对应的数字人对象，例如在有触摸屏的终端上，用户可以直接点击想要加载的数字人对象；在其它终端，用户可以直接将数字人对象拖动到地图上，本发明实施例对此不作限定。其中，数字人对象可以是数字人对应的图标、文字、文件或文件夹等，本发明实施例对此不作限定。
将用户选择的数字人对象对应的数字人确定为目标数字人，继而可以获取目标数字人的行踪维度画像数据。其中，获取目标数字人的行踪维度画像数据可以是地图系统接收终端的指示，从而向生成数字人的系统或者第三方数字人管理平台等获取；也可以是终端从终端的数字人存储模块中获取目标 数字人的相关数据，或者终端向关联的云服务器请求目标数字人的相关数据，本发明实施例对具体的获取方式不作限定。
在一个例子中，如图3B所示，用户通过点击数字人显示控件310，在屏幕上显示一个数字人选择控件320，该数字人选择控件320中包括了用户所拥有的多个数字人资产对应的数字人对象，用户通过选择数字人对象确定要选择的数字人。继而，终端或者地图系统可以向数字人管理平台、数字人存储模块或者向与终端关联的云服务器请求目标数字人的行踪维度画像数据。接收数字人管理平台、数字人存储模块或者向与终端关联的云服务器发送的目标数字人的行踪维度画像数据，将目标数字人的行踪维度画像数据与当前的地图区域上的地点、路径等相匹配，进行数据加工，即对目标数字人的行踪维度画像数据与地图数据进行相对应的处理，确定加载目标数字人的行踪维度画像数据后的追踪地图界面。
例如，如图3B所示，用户通过数字人选择控件选择了名称为“John”的数字人，即目标数字人。则地图系统、终端的地图软件或地图应用程序获取该数字人“John”的行踪维度画像数据。将数字人“John”的行踪维度画像数据与地图数据进行处理，确定加载数字人“John”的数据后的追踪地图界面，该追踪地图界面可以表示数字人“John”在目标区域的行踪特性。
如图3C所示为加载了数字人“John”的数据后的追踪地图界面，该追踪地图界面显示数字人“John”在目标区域出现的频度对应的热力图(如331和332所示)。热力图，也称为热图，在本发明实施例中可以根据热力图的颜色的深浅或不同的色调提示不同的频度，可以适用于地图放大程度较小时。一般而言，颜色越深表示频度越高。在本发明实施例中频度是根据该数字人的数据所对应的物理人在这些地点出现的频度计算出来的。
相应地，根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面，包括：
根据目标数字人在目标区域的行踪维度画像数据，确定目标数字人在目标区域的地点出现的频度；
根据目标数字人在目标区域的地点出现的频度，生成用于表示目标数字人在目标区域的地点出现的频度的视觉元素，视觉元素所用于表示目标数字人在目标区域的行踪特性；
将包括视觉元素的地图界面确定为追踪地图界面。
可选地，视觉元素可以为与目标数字人在目标区域的地点出现的频度对应的热力图。图3中示出的例子即为目标数字人在目标区域的地点出现的频度对应的热力图。
可选地，视觉元素还可以包括至少两种与目标数字人在目标区域的地点出现的频度对应的不同的标识。
具体而言，当放大地图到一定级别时，地图上可以详细显示各个地点。对于加载了数字人的行踪维度画像数据的追踪地图界面，可以根据所加载的数字人的行踪维度画像数据，确定该数字人在地图区域的地点出现的频度，利用不同的标识分别显示在地图区域的地点出现的频度。该频度的提示在地图放大到一定级别后、搜索一类场所或查找一个特定场所时均可使用。本发明实施例中通过标识提示用户各个地点所对应的当前数字人的出现频度。标识可以是改变图标、文字等的透明度、颜色、色调、大小、形状、明度等，可以对级别或程度进行提示的视觉表现手段，如目标地点是当前加载的数字人去得最多的，第二地点是当前加载的数字人偶尔会去一下的，第三地点是当前加载的数字人几乎不会去的。可能的表现手法是，目标地点使用红色图标，第二地点使用橙色图标，第三地点是空心的(只有图标轮廓无颜色)图标，透明度、色调、大小、形状、明度等这些标识可以叠加使用多种，如第三地点的图标尺寸比目标地点和第二地点的图标要小。在本发明实施例中，频度范围的级别至少有两级，也可以给出更精细的级别。
其中，频度与标识的对应可以进行预先配置，如对餐厅设置三个级别的标识(即三种标识)，频度高对应一个星期三次以上，频度中对应一个月三次以上，频度低对应一年三次以下等等。不同活动类型的地点可以设置不同的对应规则，如公园等休闲场所的对应关系可能是，频度高对应一个月三次以上，频度中对应一年五次以上，频度低对应一年一次以下等。
如图4所示，地图界面当前加载的数字人为“我自己”，其中“我自己”代表的用户群特征为“月薪4000-10000，毕业生”，从图4中可以看出该数字人去411类场所最多，如上岛咖啡、KFC、IKEA；去412类场所的频度相对较低，如迪卡侬、百安居、大渔铁板烧、四海一家；去413类场所的频度最低，如俏江南、王品台塑牛排。
可选地，在本发明实施例中，追踪地图界面上还可以显示用于指示标识与频度的对应关系的图例。例如，视觉元素411与数字人在该地点出现的频 度在10次以上相对应；视觉元素412与数字人在该地点出现的频度在3-9次相对应；视觉元素413与数字人在该地点出现的频度在3次以下相对应。可以将上述对应关系以图例的方式在追踪地图界面上标示出来。
可选地，在本发明实施例中，在目标区域内显示两个地点之间的路径时，如果所加载的数字人对该两个地点之间的路径有推荐的路径，可以将该推荐的路径以不同于其它路径的视觉元素来表现。采用的手法和提示特定地点的手法是类似的，根据“路径”这一信息的特点，所采用的视觉元素可以是线宽、线型、颜色等，还可以在路径旁边以序号标出，例如1为最佳路径，2，3……逐渐次之。如图5中到达同一地点KFC当前数字人采用更多的路径511，用较大的线宽来标识，以及比较少采用的路径512，用较窄的线宽来标识。进一步地，在实际生活中，经常有一些更合理的路线或熟悉附近的人采用的捷径，通过加载一个特征为“搅拌厂附近居民”的数字人，用户可以容易地知道这些路线或捷径，如图5所示，用户可以查看到比较熟悉这一带地形的人会选择路径512。
因此，本发明实施例的确定地图界面的方法，用户可以通过数字人显示控件加载数字人，并采用视觉元素对将要显示的地图界面进行相应的处理和显示，使用不同的视觉元素对当前加载的数字人在各地点出现的频度或行走的路径加以区分，能够帮助用户更快速、更准确地做出决策，方便用户查找和使用地图。
可选地，作为一个实施例，确定地图界面的方法200还包括：
获取用户对处于第二状态的数字人显示控件的第二操作动作；
根据第二操作动作，确定目标数字人的人物背景信息；
向用户呈现数字人信息控件，数字人信息控件内包括目标数字人的人物背景信息。
具体而言，如图6A所示，用户可以对处于第二状态的数字人显示控件610，即表示已经加载了目标数字人的数字人显示控件610做出第二操作动作，例如，长按数字人显示控件610、双击数字人显示控件610或在有压力感应功能的触摸屏上用力按数字人显示控件610等。屏幕或显示设备获取该第二操作动作，根据预设的操作动作语义，确定该第二操作动作的语义为显示当前加载的数字人的人物背景信息。地图系统、终端的地图软件或地图应用程序根据第二操作动作的语义，确定目标数字人的人物背景信息。人物背 景信息可以包括，例如，目标数字人的性别、年龄、教育程度、职业、行业、薪资水平、民族、地域(居住地、生长/出生地)、使用语言(中文、英文、……)、特征标签(妈妈、情侣、……)等数字人的基本信息。
在图6A的例子中，数字人“John”的信息包括姓名、性别、年龄、国籍、工作单位、薪资水平等。应理解，在本发明实施例中，如果目标数字人不对应物理世界的个人，而是对应一类人，则目标数字人的信息可以包含该类人的共同特性的相关信息。在图6B中向用户呈现数字人信息控件620，该数字人信息控件620内包括数字人“John”的信息。
因此，本发明实施例的确定地图界面的方法，可以通过在追踪地图界面上显示数字人的信息，方便用户总体把握数字人的基本情况，结合地图做出更合理的决策。
可选地，作为一个实施例，确定地图界面的方法200还包括：
获取用户对追踪地图界面上的目标地点的第三操作动作；
根据第三操作动作，向用户呈现目标地点信息控件，目标地点信息控件内包括与目标地点相关的数字人的统计信息。
具体而言，当用户选定一个特定地点时，对追踪地图界面上的目标地点做出第三操作动作，例如点击、长按、双击，用力按等，在地图界面上可以显示该目标地点的详细信息。其中，该详细信息中包括与目标地点相关的数字人的统计信息，如用户群的信息等。如图7A所示，用户选择了一个地点IKEA711，点击或双击视图元素711，则向用户呈现目标地点信息控件，即如图7B所示的IKEA的信息控件720。IKEA的信息控件720中可以包括人均消费金额、电话、路线、附近等，还可以显示项目“人群”(图7B中的721)。点击IKEA的信息控件720中的展开按钮，可以查看如图7C所示的上述项目的详细内容。其中，“人群”的内容如图7C中的722所示，从“人群”的内容722中可以看出该地点出现频度最多的数字人是“10000-20000，青年人，中产”，这间接代表了这一类特征的用户是这一地点的最适宜消费人群。点击722中的展开按钮，可以进一步查看光顾IKEA的其他人群。例如“4000-10000，毕业生”、“大学生”等。优选地，可以按照出现频度对“人群”中的不同类用户群排序。
因此，本发明实施例的确定地图界面的方法，可以显示用户选择的地点对应的数字人的统计信息，能够为用户提供综合全面的信息。
可选地，在本发明实施例中，确定地图界面的方法200还包括：
获取用户对处于第二状态的数字人显示控件的第四操作动作；
根据第四操作动作，向用户呈现数字人选择控件，该数字人选择控件内包括多个可用于加载的数字人对象；
将用户选择的数字人对象对应的数字人确定为目标数字人；
获取目标数字人的行踪维度画像数据；
根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面，该追踪地图界面用于表示目标数字人在目标区域的行踪特性；
向用户呈现追踪地图界面。
具体而言，如果用户拥有多个数字人资产，在地图界面上还可以进行数字人的切换。如图8A所示，当前地图界面加载的数字人为第一数字人“John”。数字人显示控件810的中心811显示为实心的，下方的数字人名称812显示为“John”；地图界面上呈现第一数字人“John”在目标区域的热力图831和832。用户在屏幕上对数字人显示控件810做出第四操作动作，例如点击等。在图8B中，屏幕或显示设备获取该第四操作动作，根据预设的操作动作语义，确定该第四操作动作的语义为切换数字人。则在地图界面上向用户呈现数字人选择控件820，该数字人选择控件内包括多个可用于加载的数字人的相应的标识。例如，如8B所示，用户共拥有4个数字人，除“John”以外，可选择的数字人有“我自己”、“女朋友”、“爸妈”。确定用户选择的第二数字人，如用户选择了数字人“女朋友”821，获取数字人“女朋友”的行踪维度画像数据。对数字人“女朋友”的行踪维度画像数据与地图数据进行相对应的处理，确定加载数字人“女朋友”的行踪维度画像数据后的地图界面。如图8C所示，屏幕上显示加载数字人“女朋友”的数据后的地图界面，该地图界面上的数字人控件810下方显示的数字人的名称变为“女朋友”813，并且地图界面上由显示“John”在目标区域出现的频度对应的热力图也相应地变为由显示“女朋友”在地图界面的区域出现的频度对应的热力图833和834。
因此，本发明实施例的确定地图界面的方法，可以在不同的数字人间进行切换，能够向用户提供适用于不同的人或人群的个性化地图服务。
上文中结合图1至图8，详细描述了根据本发明实施例的确定地图界面的方法，下面将结合图9至图12，详细描述根据本发明实施例的确定地图界 面的装置。
图9示出了根据本发明实施例的确定地图界面的装置900的示意性框图。如图9所示，该装置900包括：
第一获取模块910，用于获取目标数字人的行踪维度画像数据，其中，目标数字人由生成数字人的系统生成，目标数字人由对应于目标用户的多个维度的目标用户画像组成，目标用户画像通过处理来自多个数据源的多个维度的数据生成；
第一确定模块920，用于确定目标区域的地图数据，该目标区域为需向用户呈现的特定的地图区域；
第二确定模块930，用于根据第一获取模块910获取的目标数字人的行踪维度画像数据与第一确定模块920确定的地图数据，确定追踪地图界面，该追踪地图界面用于表示目标数字人在目标区域的行踪特性。
因此，本发明实施例的确定地图界面的装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
可选地，作为一个实施例，第二确定模块930具体用于：
根据目标数字人在目标区域的行踪维度画像数据，确定目标数字人在目标区域的地点出现的频度；
根据目标数字人在目标区域的地点出现的频度，生成用于表示目标数字人在目标区域的地点出现的频度的视觉元素，视觉元素所用于表示目标数字人在目标区域的行踪特性；
将包括视觉元素的地图界面确定为追踪地图界面。
可选地，视觉元素为与目标数字人在目标区域的地点出现的频度对应的热力图。
可选地，视觉元素包括至少两种与目标数字人在目标区域的地点出现的频度对应的不同的标识。
可选地，地图界面上还包括用于指示标识与频度的对应关系的图例。
可选地，作为一个实施例，装置900还包括：
呈现模块，用于向用户呈现数字人显示控件，数字人显示控件处于第一 状态，第一状态表示当前地图界面未加载数字人的行踪维度画像数据；
第二获取模块，用于获取用户对呈现模块呈现的数字人显示控件的第一操作动作；
呈现模块还用于根据第二获取模块获取的第一操作动作，向用户呈现数字人选择控件，数字人选择控件内包括多个可用于加载的数字人对象；
装置900还包括：第三确定模块，用于将用户选择的数字人对象对应的数字人确定为目标数字人；
呈现模块还用于在第二确定模块930根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面之后，向用户呈现追踪地图界面，并向用户呈现数字人显示控件的第二状态，第二状态表示当前地图界面加载了目标数字人的行踪维度画像数据。
可选地，作为一个实施例，装置900还包括：
第三获取模块，用于获取用户对处于第二状态的数字人显示控件的第二操作动作；
第四确定模块，用于根据第三获取模块获取的第二操作动作，确定目标数字人的人物背景信息；
呈现模块具体用于：
向用户呈现数字人信息控件，数字人信息控件内包括第四确定模块确定的目标数字人的人物背景信息。
可选地，作为一个实施例，装置900还包括：
第四获取模块，用于获取用户对追踪地图界面上的目标地点的第三操作动作；
呈现模块具体用于：
根据第四获取模块获取的第三操作动作，向用户呈现目标地点信息控件，目标地点信息控件内包括与目标地点相关的数字人的统计信息。
可选地，装置900为终端。
因此，本发明实施例的确定地图界面的装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
如图10所示，本发明实施例还提供了一种确定地图界面的装置1000，该装置1000包括接收器1010、处理器1020、存储器1030和总线系统1040，接收器1010、处理器1020和存储器1030通过总线系统1040相连。存储器1030用于存储指令，接收器1010和处理器1020用于执行存储器1030存储的指令。其中，接收器1010用于：
获取目标数字人的行踪维度画像数据，其中，目标数字人由生成数字人的系统生成，目标数字人由对应于目标用户的多个维度的目标用户画像组成，目标用户画像通过处理来自多个数据源的多个维度的数据生成；。
处理器1020用于：
确定目标区域的地图数据，该目标区域为需向用户呈现的特定的地图区域；
根据目标数字人的行踪维度画像数据与地图数据，确定追踪地图界面，该追踪地图界面用于表示目标数字人在目标区域的行踪特性。
因此，本发明实施例的确定地图界面的装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
应理解，在本发明实施例中，该处理器1020可以是中央处理单元(Central Processing Unit，CPU)，该处理器1020还可以是其他通用处理器、数字信号处理器(Digital Signal Processor，DSP)、专用集成电路(Application Specific Integrated Circuit，ASIC)、现成可编程门阵列(Field-Programmable Gate Array，FPGA)或者其他可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。
该存储器1030可以包括只读存储器和随机存取存储器，并向处理器1020提供指令和数据。存储器1030的一部分还可以包括非易失性随机存取存储器。例如，存储器1030还可以存储设备类型的信息。
该总线系统1040除包括数据总线之外，还可以包括电源总线、控制总线和状态信号总线等。但是为了清楚说明起见，在图中将各种总线都标为总线系统1040。
在实现过程中，上述方法的各步骤可以通过处理器1020中的硬件的集成逻辑电路或者软件形式的指令完成。结合本发明实施例所公开的方法的步骤可以直接体现为硬件处理器执行完成，或者用处理器中的硬件及软件模块组合执行完成。软件模块可以位于随机存储器，闪存、只读存储器，可编程只读存储器或者电可擦写可编程存储器、寄存器等本领域成熟的存储介质中。该存储介质位于存储器1030，处理器1020读取存储器1030中的信息，结合其硬件完成上述方法的步骤。为避免重复，这里不再详细描述。
可选地，作为一个实施例，处理器1020具体可用于：
根据目标数字人在目标区域的行踪维度画像数据，确定目标数字人在目标区域的地点出现的频度；
根据目标数字人在目标区域的地点出现的频度，生成用于表示目标数字人在目标区域的地点出现的频度的视觉元素，视觉元素所用于表示目标数字人在目标区域的行踪特性；
将包括视觉元素的地图界面确定为追踪地图界面。
可选地，作为一个实施例，视觉元素为与目标数字人在目标区域的地点出现的频度对应的热力图。
可选地，作为一个实施例，视觉元素包括至少两种与目标数字人在目标区域的地点出现的频度对应的不同的标识。
可选地，作为一个实施例，地图界面上还包括用于指示标识与频度的对应关系的图例。
可选地，作为一个实施例，处理器1020还可用于：
向用户呈现数字人显示控件，数字人显示控件处于第一状态，第一状态表示当前地图界面未加载数字人的行踪维度画像数据；
获取用户对处于第一状态的数字人显示控件的第一操作动作；
根据第一操作动作，向用户呈现数字人选择控件，数字人选择控件内包括多个可用于加载的数字人对象；
将用户选择的数字人对象对应的数字人确定为目标数字人；
其中，处理器1020具体还用于：
向用户呈现追踪地图界面，并向用户呈现数字人显示控件的第二状态，第二状态表示当前地图界面加载了目标数字人的行踪维度画像数据。
可选地，作为一个实施例，处理器1020还可用于：
获取用户对处于第二状态的数字人显示控件的第二操作动作；
根据第二操作动作，确定目标数字人的人物背景信息；
向用户呈现数字人信息控件，数字人信息控件内包括目标数字人的人物背景信息。
可选地，作为一个实施例，处理器1020还可用于：
获取用户对追踪地图界面上的目标地点的第三操作动作；
根据第三操作动作，向用户呈现目标地点信息控件，目标地点信息控件内包括与目标地点相关的数字人的统计信息。
应理解，根据本发明实施例的确定地图界面的装置1000可对应于执行本发明实施例中的方法的主体，还可以对应于根据本发明实施例的确定地图界面的装置900，并且装置1000中的各个模块的上述和其它操作和/或功能是为了实现图1至图8的方法的相应流程，为了简洁，在此不再赘述。
因此，本发明实施例的确定地图界面的装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
本发明实施例涉及一种终端设备1100及确定地图界面的方法，该终端设备1100可以为手机、平板电脑、PDA(Personal Digital Assistant，个人数字助理)、POS(Point of Sales，销售终端)、或车载电脑等。
图11示出的是本发明实施例终端1100的结构示意图。参考图11，本发明实施例的一种终端1100，包括，第一存储器1120、处理器1160及输入单元1130，该第一存储器1120存储该终端预设数量的应用程序的界面信息，其中，该界面信息包括界面元素、界面编号、该界面编号与该界面元素的对应关系、以及该界面元素位于该界面编号对应的应用程序界面的位置信息；该输入单元1130用于接收用户切换应用程序界面操作，并产生切换信号；该处理器1160用于根据该切换信号确定目标界面编号；根据与该目标界面编号相邻的预定数量确定与该目标界面编号相邻的界面编号；根据该第一存储器1120中存储的界面编号和与该目标界面编号相邻的界面编号，确定待加载的界面编号对应的界面信息；释放该第一存储器1120中与该目标界面编号不相邻的至少部分界面编号对应的界面信息所占用的存储空间；加载该 待加载的界面编号对应的界面信息到该第一存储器1120中。
其中，该预设数量是指可以存储于该第一存储器1120的应用程序的界面信息的数量。该预定数量是指与该目标界面编号每一侧相邻的界面编号的数量。
该处理器1160可以通过释放该第一存储器1120中，与该目标界面编号不相邻的至少部分界面编号对应的界面信息所占用的存储空间，加载与该目标界面编号相邻的界面编号对应的界面信息于该第一存储器1120中，从而可以循环加载界面信息,减缓终端1100的存储容量的限制与日益增长的应用程序界面数量之间的矛盾。
其中，根据该第一存储器1120中存储的界面编号和与该目标界面编号相邻的界面编号，确定待加载的界面编号对应的界面信息，具体为：根据该第一存储器1120中存储的界面编号和与该目标界面编号相邻的界面编号，确定该第一存储器1120中未存储的界面编号，该未存储的界面编号对应的界面信息为该第一存储器1120中待加载的界面编号对应的界面信息。
需要说明的是，该处理器1160可以调用该第一存储器1120中存储的与该目标界面编号对应的界面元素、以及该界面元素显示于该界面编号对应的应用程序界面的位置信息，从而将该界面元素显示在与该目标界面编号对应的应用程序界面。其中，该界面元素可以是应用程序图标或widget桌面控件等。
本发明实施例中，该终端1100还可以包括第二存储器1121，该第二存储器1121可以用于存储终端1100的所有应用程序的界面信息。该处理器1160加载该待加载的界面编号对应的界面信息到该第一存储器1120中，具体为：该处理器1160调用该第二存储器1121中待加载的界面编号对应的界面信息，将该待加载的界面编号对应的界面信息加载到该第一存储器1120中。
可以理解的，该第二存储器1121可以为该终端1100的外存，该第一存储器1120可以为该终端1100的内存。该处理器1160可以从该第二存储器1121中加载预设数量的界面信息到该第一存储器1120中。每个加载的界面信息在该第一存储器1120中对应一个存储空间，可选的，每个存储空间可以相同。该第一存储器1120可以为NVRAM非易失存储器、DRAM动态随机存储器、SRAM静态随机存储器、Flash闪存等其中之一；该第二存储器 1121可以为硬盘、光盘、USB盘、软盘或磁带机等。
本发明实施例中，终端的所有界面信息可以存储在云服务器，该云服务器可以为第二存储器1121。该处理器1160加载该待加载的界面编号对应的界面信息到该第一存储器1120中，具体为：该处理器1160通过网络通道获取该云服务器中待加载的界面编号对应的界面信息，将该待加载的界面编号对应的界面信息加载到该第一存储器1120中。
该输入单元1130可用于接收输入的数字或字符信息，以及产生与终端1100的用户设置以及功能控制有关的信号输入。具体地，本发明实施例中，该输入单元1130可以包括触控面板1131。触控面板1131，也称为触摸屏，可收集用户在其上或附近的触摸操作(比如用户使用手指、触笔等任何适合的物体或附件在触控面板1131上或在触控面板1131的操作)，并根据预先设定的程式驱动相应的连接装置。可选地，触控面板1131可包括触摸检测装置和触摸控制器两个部分。其中，触摸检测装置检测用户的触摸方位，并检测触摸操作带来的信号，将信号传送给触摸控制器；触摸控制器从触摸检测装置上接收触摸信息，并将它转换成触点坐标，再送给该处理器1160，并能接收处理器1160发来的命令并加以执行。此外，可以采用电阻式、电容式、红外线以及表面声波等多种类型实现触控面板1131。除了触控面板1131，输入单元1130还可以包括其他输入设备1132，其他输入设备1132可以包括但不限于物理键盘、功能键(比如音量控制按键、开关按键等)、轨迹球、鼠标、操作杆等中的一种或多种。
该终端1100还可以包括显示单元1140，该显示单元1140可用于显示由用户输入的信息或提供给用户的信息以及终端1100的各种菜单界面。该显示单元1140可包括显示面板1141，可选的，可以采用LCD(Liquid Crystal Display，液晶显示器)或OLED(Organic Light-Emitting Diode,有机发光二极管)等形式来配置显示面板1141。
本发明实施例中，该触控面板1131覆盖该显示面板1141，形成触摸显示屏，当该触摸显示屏检测到在其上或附近的触摸操作后，传送给处理器1160以确定触摸事件的类型，随后处理器1160根据触摸事件的类型在触摸显示屏上提供相应的视觉输出。
本发明实施例中，该触摸显示屏包括应用程序界面显示区及常用控件显示区。该应用程序界面显示区及该常用控件显示区的排列方式并不限定，可 以为上下排列、左右排列等可以区分两个显示区的排列方式。该应用程序界面显示区可以用于显示应用程序的界面。每一个界面可以包含至少一个应用程序的图标和/或widget桌面控件等界面元素。该应用程序界面显示区也可以为不包含任何内容的空界面。该常用控件显示区用于显示使用率较高的控件，例如，设置按钮、界面编号、滚动条、电话本图标等应用程序图标等。
该处理器1160是终端1100的控制中心，利用各种接口和线路连接整个手机的各个部分，通过运行或执行存储在该第一存储器1120内的软件程序和/或模块，以及调用存储在该第二存储器1121内的数据，执行终端1100的各种功能和处理数据，从而对终端1100进行整体监控。可选的，该处理器1160可包括一个或多个处理单元。
可以理解的，该处理器1160初始化时，可以从该第二存储器1121存储的界面信息中，加载预设数量的界面信息到该第一存储器1120，并记录该预设数量的界面信息对应的界面编号，该处理器1160读取该第一存储器1120的任意一个或预定编号的界面信息，并根据该界面信息生成界面，控制该触摸显示屏的应用程序界面显示区显示该生成界面作为初始界面，并控制该常用控件显示区显示界面编号，提供用户选择界面，其中，该常用控件显示区显示的界面编号可以为该第一存储器1120中已加载的界面信息对应的界面编号，也可以是该第二存储器1121中存储的界面信息对应的界面编号。该预设数量不大于该第一存储器1120所能存储该界面信息的最大数量。
可选的或进一步的，该处理器1160可以控制该常用控件显示区显示的界面编号中的至少部分界面编号响应用户输入操作。
例如，该处理器1160在该常用控件显示区显示的界面编号中，控制已加载的界面信息对应的界面编号可以响应用户的输入操作，未加载的界面信息对应的界面编号不响应用户的输入操作。
如图12所示，本发明实施例还提供了一种地图系统1200。在本发明实施例中，地图系统1200包括：
用户交互模块1210，用于与用户进行交互，接收和响应用户的操作；
判断模块1220，用于判断是否开启数字人显示功能；
地图数据库1230，用于存储地图数据；
分析模块1240，用于根据用户交互模块1210获取的用户指示，确定需要读取的地图数据；
地图数据读取模块1250，用于根据分析模块1240的分析结果，读取地图数据库1230中的地图数据；
数字人接口1260，用于获取用户交互模块1210获取的用户选择的数字人的行踪维度画像数据；
数据转换模块1270，用于将从数字人接口1260获取的数字人的行踪维度画像数据转换为地图系统可用的数据；
数据处理模块1280，用于对地图数据和数字人的行踪维度画像数据进行处理；
制图显示模块1290，用于根据数据处理模块1280处理后的地图数据和数字人的行踪维度画像数据，生成用于输出的追踪地图界面。
在本发明实施例中，用户交互模块1210用于接收和响应用户的输入操作，获取用户的查看、搜索等请求；地图数据库1230中保存了地图系统所使用的地图数据，主要包括空间数据及其相关的数据；地图数据读取模块1250则为对地图数据库1230中数据的访问接口；判断模块1220用于判断数字人显示开关是否打开(可以在终端的设置中设置一个“数字人功能”选项，由用户选择是否开启“数字人功能”)；分析模块1240用于完成对用户指示的分析，确定需要读取的地图数据；数字人接口1260，用于获取用户交互模块1210获取的用户选择的数字人的画像数据，尤其是行踪维度画像数据，并完成对第三方数据源的管理，包括对接口的定义和管理，这里数字人接口1260主要与生成数字人的系统，即数字人管理平台进行交互；数据转换模块1270，用于将非标准的或者非地图系统的行踪维度画像数据转换成地图系统可以使用的数据；数据处理模块1280用于对地图数据和数字人的行踪维度画像数据进行处理；制图显示模块1290用于确定处理后的追踪地图界面，完成输出的追踪地图界面的绘制。
应理解，根据本发明实施例的地图系统1200可对应于执行本发明实施例中的方法的主体，还可以对应于根据本发明实施例的确定地图界装置900和装置1000，并且地图系统1200中的各个模块的上述和其它操作和/或功能是为了实现图1至图8的方法的相应流程，为了简洁，在此不再赘述。
因此，本发明实施例的确定地图界面的装置，通过获取目标数字人的行踪维度画像数据，并确定目标区域的地图数据，从而根据目标数字人的行踪维度画像数据和地图数据，确定追踪地图界面，以表示目标数字人在目标区 域的行踪特性，能够自动灵活地为用户提供个性化的地图服务，提高用户体验。
本领域普通技术人员可以意识到，结合本文中所公开的实施例描述的各示例的单元及算法步骤，能够以电子硬件、计算机软件或者二者的结合来实现，为了清楚地说明硬件和软件的可互换性，在上述说明中已经按照功能一般性地描述了各示例的组成及步骤。这些功能究竟以硬件还是软件方式来执行，取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能，但是这种实现不应认为超出本发明的范围。
所属领域的技术人员可以清楚地了解到，为了描述的方便和简洁，上述描述的系统、装置和单元的具体工作过程，可以参考前述方法实施例中的对应过程，在此不再赘述。
在本申请所提供的几个实施例中，应该理解到，所揭露的系统、装置和方法，可以通过其它的方式实现。例如，以上所描述的装置实施例仅仅是示意性的，例如，所述单元的划分，仅仅为一种逻辑功能划分，实际实现时可以有另外的划分方式，例如多个单元或组件可以结合或者可以集成到另一个系统，或一些特征可以忽略，或不执行。另外，所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口、装置或单元的间接耦合或通信连接，也可以是电的，机械的或其它的形式连接。
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的，作为单元显示的部件可以是或者也可以不是物理单元，即可以位于一个地方，或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本发明实施例方案的目的。
另外，在本发明各个实施例中的各功能单元可以集成在一个处理单元中，也可以是各个单元单独物理存在，也可以是两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现，也可以采用软件功能单元的形式实现。
所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时，可以存储在一个计算机可读取存储介质中。基于这样的理解，本发明的技术方案本质上或者说对现有技术做出贡献的部分，或者该技术方案的全部或部分可以以软件产品的形式体现出来，该计算机软件产品存储在 一个存储介质中，包括若干指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括：U盘、移动硬盘、只读存储器(ROM，Read-Only Memory)、随机存取存储器(RAM，Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。
以上所述，仅为本发明的具体实施方式，但本发明的保护范围并不局限于此，任何熟悉本技术领域的技术人员在本发明揭露的技术范围内，可轻易想到各种等效的修改或替换，这些修改或替换都应涵盖在本发明的保护范围之内。因此，本发明的保护范围应以权利要求的保护范围为准。

Claims (18)

  1. 一种确定地图界面的方法，其特征在于，包括：
    获取目标数字人的行踪维度画像数据，其中，所述目标数字人由生成数字人的系统生成，所述目标数字人由对应于目标用户的多个维度的目标用户画像组成，所述目标用户画像通过处理来自多个数据源的多个维度的数据生成；
    确定目标区域的地图数据，所述目标区域为需向用户呈现的特定的地图区域；
    根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面，所述追踪地图界面用于表示所述目标数字人在所述目标区域的行踪特性。
  2. 根据权利要求1所述的方法，其特征在于，所述根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面，包括：
    根据所述目标数字人在所述目标区域的行踪维度画像数据，确定所述目标数字人在所述目标区域的地点出现的频度；
    根据所述目标数字人在所述目标区域的地点出现的频度，生成用于表示所述目标数字人在所述目标区域的地点出现的频度的视觉元素，所述视觉元素所用于表示所述目标数字人在所述目标区域的行踪特性；
    将包括所述视觉元素的地图界面确定为所述追踪地图界面。
  3. 根据权利要求2所述的方法，其特征在于，所述视觉元素为与所述目标数字人在所述目标区域的地点出现的频度对应的热力图。
  4. 根据权利要求2所述的方法，其特征在于，所述视觉元素包括至少两种与所述目标数字人在所述目标区域的地点出现的频度对应的不同的标识。
  5. 根据权利要求4所述的方法，其特征在于，所述追踪地图界面上还包括用于指示所述标识与所述频度的对应关系的图例。
  6. 根据权利要求1至5中任一项所述的方法，其特征在于，在所述获取目标数字人的行踪维度画像数据之前，所述方法还包括：
    向用户呈现数字人显示控件，所述数字人显示控件处于第一状态，所述第一状态表示当前地图界面未加载数字人的行踪维度画像数据；
    获取用户对所述处于第一状态的数字人显示控件的第一操作动作；
    根据所述第一操作动作，向用户呈现数字人选择控件，所述数字人选择控件内包括多个可用于加载的数字人对象；
    将用户选择的数字人对象对应的数字人确定为所述目标数字人；
    在所述根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面之后，所述方法还包括：
    向用户呈现所述追踪地图界面，并向用户呈现所述数字人显示控件的第二状态，所述第二状态表示当前地图界面加载了所述目标数字人的行踪维度画像数据。
  7. 根据权利要求6所述的方法，其特征在于，所述方法还包括：
    获取用户对处于第二状态的所述数字人显示控件的第二操作动作；
    根据所述第二操作动作，确定所述目标数字人的人物背景信息；
    向用户呈现数字人信息控件，所述数字人信息控件内包括所述目标数字人的人物背景信息。
  8. 根据权利要求1至7中任一项所述的方法，其特征在于，所述方法还包括：
    获取用户对所述追踪地图界面上的目标地点的第三操作动作；
    根据所述第三操作动作，向用户呈现目标地点信息控件，所述目标地点信息控件内包括与所述目标地点相关的数字人的统计信息。
  9. 一种确定地图界面的装置，其特征在于，包括：
    第一获取模块，用于获取目标数字人的行踪维度画像数据，其中，所述目标数字人由生成数字人的系统生成，所述目标数字人由对应于目标用户的多个维度的目标用户画像组成，所述目标用户画像通过处理来自多个数据源的多个维度的数据生成；
    第一确定模块，用于确定目标区域的地图数据，所述目标区域为需向用户呈现的特定的地图区域；
    第二确定模块，用于根据所述第一获取模块获取的所述目标数字人的行踪维度画像数据与所述第一确定模块确定的所述地图数据，确定追踪地图界面，所述追踪地图界面用于表示所述目标数字人在所述目标区域的行踪特性。
  10. 根据权利要求9所述的装置，其特征在于，所述第二确定模块具体 用于：
    根据所述目标数字人在所述目标区域的行踪维度画像数据，确定所述目标数字人在所述目标区域的地点出现的频度；
    根据所述目标数字人在所述目标区域的地点出现的频度，生成用于表示所述目标数字人在所述目标区域的地点出现的频度的视觉元素，所述视觉元素所用于表示所述目标数字人在所述目标区域的行踪特性；
    将包括所述视觉元素的地图界面确定为所述追踪地图界面。
  11. 根据权利要求10所述的装置，其特征在于，所述视觉元素为与所述目标数字人在所述目标区域的地点出现的频度对应的热力图。
  12. 根据权利要求10所述的装置，其特征在于，所述视觉元素包括至少两种与所述目标数字人在所述目标区域的地点出现的频度对应的不同的标识。
  13. 根据权利要求12所述的装置，其特征在于，所述追踪地图界面上还包括用于指示所述标识与所述频度的对应关系的图例。
  14. 根据权利要求9至13中任一项所述的装置，其特征在于，所述装置还包括：
    呈现模块，用于向用户呈现数字人显示控件，所述数字人显示控件处于第一状态，所述第一状态表示当前地图界面未加载数字人的行踪维度画像数据；
    第二获取模块，用于获取用户对所述呈现模块呈现的所述数字人显示控件的第一操作动作；
    所述呈现模块还用于根据所述第二获取模块获取的所述第一操作动作，向用户呈现数字人选择控件，所述数字人选择控件内包括多个可用于加载的数字人对象；
    所述装置还包括：第三确定模块，用于将用户选择的数字人对象对应的数字人确定为所述目标数字人；
    所述呈现模块还用于在所述第二确定模块根据所述目标数字人的行踪维度画像数据与所述地图数据，确定追踪地图界面之后，向用户呈现所述追踪地图界面，并向用户呈现所述数字人显示控件的第二状态，所述第二状态表示当前地图界面加载了所述目标数字人的行踪维度画像数据。
  15. 根据权利要求14所述的装置，其特征在于，所述装置还包括：
    第三获取模块，用于获取用户对处于第二状态的所述数字人显示控件的第二操作动作；
    第四确定模块，用于根据所述第三获取模块获取的所述第二操作动作，确定所述目标数字人的人物背景信息；
    所述呈现模块具体用于：
    向用户呈现数字人信息控件，所述数字人信息控件内包括所述第四确定模块确定的所述目标数字人的人物背景信息。
  16. 根据权利要求9至15中任一项所述的装置，其特征在于，所述装置还包括：
    第四获取模块，用于获取用户对所述追踪地图界面上的目标地点的第三操作动作；
    所述呈现模块具体用于：
    根据所述第四获取模块获取的所述第三操作动作，向用户呈现目标地点信息控件，所述目标地点信息控件内包括与所述目标地点相关的数字人的统计信息。
  17. 根据权利要求9至16中任一项所述的装置，其特征在于，所述装置为终端。
  18. 一种地图系统，包括：
    用户交互模块，用于与用户进行交互，接收和响应用户的操作；
    判断模块，用于判断是否开启数字人显示功能；
    地图数据库，用于存储地图数据；
    分析模块，用于根据所述用户交互模块获取的用户指示，确定需要读取的地图数据；
    地图数据读取模块，用于根据所述分析模块的分析结果，读取所述地图数据库中的所述地图数据；
    数字人接口，用于获取所述用户交互模块获取的用户选择的数字人的行踪维度画像数据；
    数据转换模块，用于将从所述数字人接口获取的所述数字人的行踪维度画像数据转换为所述地图系统可用的数据；
    数据处理模块，用于对所述地图数据和所述数字人的行踪维度画像数据进行处理；
    制图显示模块，用于根据所述数据处理模块处理后的所述地图数据和所述数字人的行踪维度画像数据，生成用于输出的追踪地图界面。
PCT/CN2015/088005 2014-09-12 2015-08-25 确定地图界面的方法和装置 WO2016037525A1 (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US15/454,582 US10534801B2 (en) 2014-09-12 2017-03-09 Map screen determining method and apparatus

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201410466661.3 2014-09-12
CN201410466661.3A CN105404629B (zh) 2014-09-12 2014-09-12 确定地图界面的方法和装置

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US15/454,582 Continuation US10534801B2 (en) 2014-09-12 2017-03-09 Map screen determining method and apparatus

Publications (1)

Publication Number Publication Date
WO2016037525A1 true WO2016037525A1 (zh) 2016-03-17

Family

ID=55458334

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2015/088005 WO2016037525A1 (zh) 2014-09-12 2015-08-25 确定地图界面的方法和装置

Country Status (3)

Country Link
US (1) US10534801B2 (zh)
CN (1) CN105404629B (zh)
WO (1) WO2016037525A1 (zh)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106408163A (zh) * 2016-08-30 2017-02-15 长威信息科技发展股份有限公司 一种巡逻资源优化方法和系统
CN108572966A (zh) * 2017-03-09 2018-09-25 神州数码系统集成服务有限公司 一种创建个人画像的方法及装置
CN110020107A (zh) * 2017-09-08 2019-07-16 北京京东尚科信息技术有限公司 页面展示方法及系统
CN109976600B (zh) * 2017-12-28 2022-04-15 上海擎感智能科技有限公司 地图配色方法及智能终端
CN110196966B (zh) * 2018-02-27 2020-12-29 北大方正集团有限公司 Word文档中组图的识别方法及装置
CN108805615B (zh) * 2018-05-28 2021-09-10 广州招点信息科技有限公司 一种基于用户消费行为的优惠活动推送方法及系统
US10832449B1 (en) * 2018-11-30 2020-11-10 BlueOwl, LLC Vehicular telematic systems and methods for generating interactive animated guided user interfaces
CN110275692A (zh) * 2019-05-20 2019-09-24 北京百度网讯科技有限公司 一种语音指令的推荐方法、装置、设备和计算机存储介质
CN110232104B (zh) * 2019-06-13 2024-02-02 腾讯科技（深圳）有限公司 一种数据显示方法、装置、存储介质及计算机设备
KR102070172B1 (ko) * 2019-08-27 2020-01-28 주식회사 동신지티아이 현장좌표와 수치좌표를 비교해서 수치지형 정보를 보정하는 수치데이터 시스템
CN110830654B (zh) * 2019-11-07 2020-12-08 腾讯科技（深圳）有限公司 一种播放语音消息的方法及设备
CN110913263B (zh) * 2019-11-29 2021-05-18 联想(北京)有限公司 视频处理方法、装置及电子设备
CN111339409A (zh) * 2020-02-20 2020-06-26 深圳壹账通智能科技有限公司 地图展示方法与系统
CN112100309A (zh) * 2020-11-06 2020-12-18 北京妙医佳健康科技集团有限公司 一种具备提醒功能的电子地图系统
CN113190267B (zh) * 2021-05-27 2024-03-26 上海幻电信息科技有限公司 界面布局的动态配置方法与系统
CN113726839B (zh) * 2021-06-17 2023-05-26 武汉理工数字传播工程有限公司 一种虚拟资源发送方法、装置、设备及存储介质
CN113254742B (zh) * 2021-07-14 2021-11-30 深圳市赛野展览展示有限公司 一种基于5g深度学习人工智能的展示装置
CN114995723A (zh) * 2021-12-27 2022-09-02 阿里巴巴（中国）有限公司 一种基于热力地图的数据处理方法和装置
CN115051967B (zh) * 2022-04-28 2023-10-03 杭州脸脸会网络技术有限公司 一种数据显示方法、装置、电子装置和存储介质
US20230401049A1 (en) * 2022-06-09 2023-12-14 Vmware, Inc. Multi-mode support for a launcher
CN115113963B (zh) * 2022-06-29 2023-04-07 北京百度网讯科技有限公司 信息展示方法、装置、电子设备以及存储介质
CN116628123B (zh) * 2023-07-19 2023-12-12 深圳市易图资讯股份有限公司 基于空间数据库的动态切片生成方法和系统

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1425897A (zh) * 2001-12-14 2003-06-25 株式会社电装 车载导航系统及相关软件程序
WO2013114558A1 (ja) * 2012-01-31 2013-08-08 三菱電機株式会社 地図描画装置、ナビゲーション装置および地図描画方法
CN103988203A (zh) * 2011-09-28 2014-08-13 Ava股份有限公司 根据协作的和/或基于内容的节点相互关系提供推荐的系统和方法

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8103445B2 (en) 2005-04-21 2012-01-24 Microsoft Corporation Dynamic map rendering as a function of a user parameter
US20090113319A1 (en) * 2007-10-30 2009-04-30 Dawson Christopher J Developing user profiles in virtual worlds
US8892999B2 (en) * 2007-11-30 2014-11-18 Nike, Inc. Interactive avatar for social network services
CN102164153A (zh) * 2010-02-22 2011-08-24 中国联合网络通信集团有限公司 一种生成移动终端电子地图的方法及其系统
US8438175B2 (en) * 2010-03-17 2013-05-07 Lighthaus Logic Inc. Systems, methods and articles for video analysis reporting
US9317834B2 (en) 2011-06-30 2016-04-19 Microsoft Technology Licensing, Llc User computing device with personal agent program for recommending meeting a friend at a service location based on current location, travel direction, and calendar activity
US9429435B2 (en) 2012-06-05 2016-08-30 Apple Inc. Interactive map
CN102760163B (zh) 2012-06-12 2015-04-29 北京奇虎科技有限公司 一种特征信息的个性化推荐方法及装置
US20140095303A1 (en) 2012-10-01 2014-04-03 Google Inc. Apparatus and Method for Personalizing Maps
US9990373B2 (en) * 2013-02-06 2018-06-05 John A. Fortkort Creation and geospatial placement of avatars based on real-world interactions
CN103886037B (zh) 2014-03-10 2018-01-19 华为技术有限公司 一种数据筛选的方法及装置
CN104933049B (zh) 2014-03-17 2019-02-19 华为技术有限公司 生成数字人的方法及系统
CN103984763B (zh) * 2014-05-30 2017-03-15 云朵网络有限公司 一种轨迹图显示设备、方法和监控终端

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1425897A (zh) * 2001-12-14 2003-06-25 株式会社电装 车载导航系统及相关软件程序
CN103988203A (zh) * 2011-09-28 2014-08-13 Ava股份有限公司 根据协作的和/或基于内容的节点相互关系提供推荐的系统和方法
WO2013114558A1 (ja) * 2012-01-31 2013-08-08 三菱電機株式会社 地図描画装置、ナビゲーション装置および地図描画方法

Also Published As

Publication number Publication date
CN105404629B (zh) 2020-10-27
US10534801B2 (en) 2020-01-14
US20170185631A1 (en) 2017-06-29
CN105404629A (zh) 2016-03-16

Similar Documents

Publication Publication Date Title
WO2016037525A1 (zh) 确定地图界面的方法和装置
US11644947B1 (en) Graphical user interfaces and systems for presenting content summaries
AU2017232108B2 (en) Object based contextual menu controls
US10528572B2 (en) Recommending a content curator
US11496592B2 (en) Generating application configurations based on user engagement segments
WO2015139559A1 (zh) 生成数字人的方法及系统
US20220237486A1 (en) Suggesting activities
EP3757928A1 (en) Message service providing device and method of providing content via the same
US20130232200A1 (en) User and content recommendation and discovery application
US20130124323A1 (en) String Based Promotional System and Method Thereof
Zualkernan et al. Emotion recognition using mobile phones
US20140282163A1 (en) Tree Map
CN111868712A (zh) 搜索引擎评分和排名
US9418377B2 (en) System and method for visualizing property based listing on a mobile device
CN103703488B (zh) 智能信息提供系统和方法
US10681162B2 (en) Segmenting users based on user engagement
US11288332B1 (en) Visual search
Gartner et al. Recent research developments in modern cartography in Europe
US20180129405A1 (en) Graphical user interface using color spectrum to map sentiments
US20160055444A1 (en) Multi-user integrated interaction
US20140279255A1 (en) System and method for layered visualization of points of interest data
JP6315019B2 (ja) 情報処理装置、情報処理方法及びコンピュータプログラム
US11392261B1 (en) Visualized item based systems
US20170300185A1 (en) Web button listing multiple descriptions in a single button
US20240029117A1 (en) Systems, methods, and devices for a dynamically manageable qr driven information platform

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 15839576

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 15839576

Country of ref document: EP

Kind code of ref document: A1