WO2019218942A1

WO2019218942A1 - Systems and methods for online to offline services

Info

Publication number: WO2019218942A1
Application number: PCT/CN2019/086423
Authority: WO
Inventors: Nan Yang; Jun Xiao; Xinrui LI
Original assignee: Beijing Didi Infinity Technology And Development Co., Ltd.
Priority date: 2018-05-16
Filing date: 2019-05-10
Publication date: 2019-11-21
Also published as: CN110505287A; CN108769160B; CN110505287B; CN108769160A

Abstract

The present disclosure relates to systems and method for Online to Offline (O2O) services. The systems may obtain location information associated with a request for services provided by business lines; determine, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information; present at least one of the plurality of candidate services on a display device; receive a user selection of a target service in the at least one of the plurality of candidate services; and present at least one of the business lines associated with the target service on the display device.

Description

SYSTEMS AND METHODS FOR ONLINE TO OFFLINE SERVICES

CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims priority to Chinese Patent Application No. 201810470368.2, filed on May 16, 2018, the contents of which are incorporated herein by reference in their entirety.

TECHNICAL FIELD

The present disclosure generally relates to Online to Offline (O2O) services, and in particular, to systems and methods for presenting business lines associated with target services determined by users.

BACKGROUND

On-demand services (e.g., a taxi hailing service) utilizing Internet technology have become increasingly popular because of their convenience. At present, an on-demand service platform (e.g., a taxi-hailing service platform) often has a plurality of business lines, and each of the plurality of business lines includes a plurality of services. For example, services corresponding to a taxi business line may include a service of hailing a taxi for other passengers and services corresponding to a Premier business line may include passenger selection service, a child seat service, an airport pick-up or drop-off service, etc. When a user intends to issue a request, it is difficult to find a business line that meets his/her travel needs quickly, which may result in a poor user experience. Therefore, it is desirable to provide systems and methods for recommending target business lines based on request information (e.g., location information) to users, thereby improving user experience.

SUMMARY

An aspect of the present disclosure relates to a method for recommending a business line based on services. The method may include obtaining location information of a user; presenting at least one of the services based on correlation degrees between the services and the location information; receiving a first service selection operation which is used to select a target service; receiving a requirement confirmation operation; and presenting at least one business line that includes the target service.

In some embodiments, the presenting the at least one of the services based on the correlation degrees between the services and the location information may include determining that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; presenting a suggestion page including the at least one first service, wherein the first service selection operation is used to select the target service in the suggestion page. In some embodiments, before receiving the requirement confirmation operation, the method may further include receiving an operation used to present the confirmation page; and presenting the confirmation page including the target service in a selected status and other services in an unselected status.

In some embodiments, after the presenting the confirmation page, the method may further include receiving a second service selection operation which is to select other target services in the confirmation page.

In some embodiments, the presenting the at least one of the services based on the correlation degrees between the services and the location information may include determining that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and presenting a confirmation page including the at least one first service. In some embodiments, before the receiving the requirement confirmation operation, the method may further include receiving an operation used to present the confirmation page; and presenting the confirmation page including the target service in a selected status and other services in an unselected status, wherein the first service selection operation is used to select the target service in the confirmation page.

In some embodiments, the presenting the at least one of the services based on the correlation degrees between the services and the location information may include determining that all the correlation degrees between the services and the location information are less than a first threshold and a correlation degree between at least one second service and the location information is larger than or equal to a second threshold, wherein the at least one of the services includes the at least one second service and the second threshold is less than the first threshold; and presenting a confirmation page, wherein the confirmation page includes the at least one of the services.

In some embodiments, the presenting the at least one of the services based on the correlation degrees between the services and the location information may include determining that all the correlation degrees between the services and the location information are less than a second threshold; and presenting one or more services corresponding to a currently selected business line.

In some embodiments, the presenting the at least one of the services based on the correlation degrees between the services and the location information may include presenting the at least one of the services based on the correlation degrees from high to low.

In some embodiments, before the presenting the at least one of the services based on the correlation degrees between the services and the location information, the method may further include determining the correlation degrees between the services and the location information based on at least one of a correlation degree between the location information and services in historical service orders of the user, a correlation degree between the location information and services in service orders included in a database, and/or a correlation degree between the location information and external factors, the external factors including weather information and/or traffic information.

Another aspect of the present disclosure relates to a device for recommending a business line based on services. The device may include an obtaining module, a presenting module, and a receiving module. The obtaining module may be configured to obtain location information of a user. The presenting module may be configured to present at least one of the services based on correlation degrees between the services and the location information. The receiving module may be configured to receive a first service selection operation which is used to select a target service and receive a requirement confirmation operation, wherein the presenting module may be further configured to present at least one business line that includes the target service.

In some embodiments, the presenting module may be configured to determine that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and present a suggestion page including the at least one first service, wherein the first service selection operation is used to select the target service in the suggestion page, and wherein the receiving module is configured to receive an operation used to present the confirmation page before receiving the requirement confirmation operation; and the presenting module is configured to present the confirmation page including the target service in a selected status and other services in an unselected status.

In some embodiments, the receiving module may be configured to receive a second service selection operation which is to select other target services in the confirmation page after presenting the confirmation page.

In some embodiments, the presenting module may be configured to determine that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and present a confirmation page including the at least one first service; and wherein the receiving module is configured to an operation used to present the confirmation page before receiving the requirement confirmation operation; and the presenting module is configured to present the confirmation page including the target service in a selected status and other services in an unselected status; and wherein the first service selection operation is used to select the target service in the confirmation page.

In some embodiments, the presenting module may be configured to determine that all the correlation degrees between the services and the location information are less than a first threshold and a correlation degree between at least one second service and the location information is larger than or equal to a second threshold, wherein the at least one of the services includes the at least one second service and the second threshold is less than the first threshold; and present a confirmation page, wherein the confirmation page includes the at least one of the services.

In some embodiments, the presenting module may be configured to determine that all the correlation degrees between the services and the location information are less than a second threshold; and present one or more services corresponding to a currently selected business line.

In some embodiments, the presenting module may be configured to present the at least one of the services based on the correlation degrees from high to low.

In some embodiments, the obtaining module may be further configured to, before the presenting module presents the at least one of the services based on the correlation degrees between the services and the location information, determine the correlation degrees between the services and the location information based on at least one of a correlation degree between the location information and services in historical service orders of the user, a correlation degree between the location information and services in service orders included in a database, or a correlation degree between the location information and external factors, the external factors including weather information and/or traffic information.

Yet another aspect of the present disclosure relates to a terminal device. The terminal device may include a storage device to store program instructions and a processor configured to invoke and execute the program instructions stored in the storage device to execute the method for recommending a business line based on services.

Still another aspect of the present disclosure relates to a computer readable medium storing computer programs. When the computer programs are executed by a processor, the computer programs may effectuate the method for recommending a business line based on services.

Still another aspect of the present disclosure relates to a system for Online to Offline (O2O) services. The system may include a storage device to store a set of instructions and a processor communicatively coupled to the storage device. The processor may execute the set of instructions to obtain location information associated with a request for services provided by business lines; determine, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information; present at least one of the plurality of candidate services on a display device; receive a user selection of a target service in the at least one of the plurality of candidate services; and present at least one of the business lines associated with the target service on the display device.

In some embodiments, the processor may present at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.

In some embodiments, the processor may receive a first operation which is used to select the target service from the at least one first candidate service via the suggestion page, present a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and receive a second operation confirming the target service via the confirmation page.

In some embodiments, the processor may receive a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and receive the second operation confirming the target service and the selected candidate service via the confirmation page.

In some embodiments, the processor may present the confirmation page including the at least one first candidate service; receive the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and receive the second operation confirming the target service via the confirmation page.

In some embodiments, the processor may present at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold. The second threshold may be less than the first threshold.

In some embodiments, the processor may present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.

In some embodiments, the processor may present the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.

In some embodiments, the location information may include at least one of a start location associated with the request for services and/or a destination associated with the request for services.

In some embodiments, the processor may further determine the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the service request, historical service orders associated with other users, and/or reference information.

In some embodiments, the reference information may include weather information and/or traffic information.

Still another aspect of the present disclosure relates to a method for Online to Offline (O2O) services. The method may be implemented on a computing device having at least one processor, at least one storage medium, and a communication platform connected to a network. The method may include obtaining location information associated with a request for services provided by business lines; determining, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information; presenting at least one of the plurality of candidate services on a display device; receiving a user selection of a target service in the at least one of the plurality of candidate services; and presenting at least one of the business lines associated with the target service on the display device.

In some embodiments, the presenting at least one of the plurality of candidate services on a display device may include presenting at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.

In some embodiments, the receiving a user selection of a target service in the at least one of the plurality of candidate services may include receiving a first operation which is used to select the target service from the at least one first candidate service via the suggestion page; presenting a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and receiving a second operation confirming the target service via the confirmation page.

In some embodiments, the receiving a second operation confirming the target service via the confirmation page may include receiving a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and receiving the second operation confirming the target service and the selected candidate service via the confirmation page.

In some embodiments, the receiving a user selection of a target service in the at least one of the plurality of candidate services may include presenting the confirmation page including the at least one first candidate service; receiving the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and receiving the second operation confirming the target service via the confirmation page.

In some embodiments, the presenting at least one of the plurality of candidate services on a display device may include presenting at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.

In some embodiments, the presenting at least one of the plurality of candidate services on a display device further may include presenting at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.

In some embodiments, the presenting at least one of the plurality of candidate services on a display device may include presenting the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.

In some embodiments, the method may further include determining the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the service request, historical service orders associated with other users, and/or reference information.

Still another aspect of the present disclosure relates to a system for Online to Offline (O2O) services. The system may include an obtaining module, a determination module, a first presenting module, a receiving module, and a second presenting module. The obtaining module may be configured to obtain location information associated with a request for services provided by business lines. The determination module may be configured to determine, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information. The first presenting module may be configured to present at least one of the plurality of candidate services on a display device. The receiving module may be configured to receive a user selection of a target service in the at least one of the plurality of candidate services. The second presenting module may be configured to present at least one of the business lines associated with the target services on the display device.

In some embodiments, the first presenting module may be configured to present at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.

In some embodiments, the receiving module may be configured to receive a first operation which is used to select the target service from the at least one first candidate service via the suggestion page; present a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and receive a second operation confirming the target service via the confirmation page.

In some embodiments, the receiving module may be configured to receive a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and receive the second operation confirming the target service and the selected candidate service via the confirmation page.

In some embodiments, the receiving module may be configured to present the confirmation page including the at least one first candidate service; receive the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and receive the second operation confirming the target service via the confirmation page.

In some embodiments, the presenting module may be configured to present at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.

In some embodiments, the first presenting module may be configured to present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.

In some embodiments, the first presenting module may be configured to present the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.

In some embodiments, the determination module may be further configured to determine the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the request, historical service orders associated with other users, and/or reference information.

Still another aspect of the present disclosure relates to a non-transitory computer readable medium including a set of instructions for Online to Offline (O2O) services. When the set of instructions are executed by at least one processor, the set of instructions may direct the at least one processor to effectuate a method. The method may include obtaining location information associated with a request for services provided by business lines; determining, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information; presenting at least one of the plurality of candidate services on a display device; receiving a user selection of a target service in the at least one of the plurality of candidate services; and presenting at least one of the business lines associated with the target service on the display device.

Additional features will be set forth in part in the description which follows, and in part will become apparent to those skilled in the art upon examination of the following and the accompanying drawings or may be learned by production or operation of the examples. The features of the present disclosure may be realized and attained by practice or use of various aspects of the methodologies, instrumentalities and combinations set forth in the detailed examples discussed below.

BRIEF DESCRIPTION OF THE DRAWINGS

The present disclosure is further described in terms of exemplary embodiments. These exemplary embodiments are described in detail with reference to the drawings. These embodiments are non-limiting exemplary embodiments, in which like reference numerals represent similar structures throughout the several views of the drawings, and wherein:

FIG. 1 is a schematic diagram illustrating an exemplary Online to Offline (O2O) service system according to some embodiments of the present disclosure;

FIG. 2 is a schematic diagram illustrating exemplary hardware and/or software components of an exemplary computing device according to some embodiments of the present disclosure;

FIG. 3 is a schematic diagram illustrating exemplary hardware and/or software components of an exemplary terminal device according to some embodiments of the present disclosure;

FIG. 4 is a block diagram illustrating an exemplary processing engine according to some embodiments of the present disclosure;

FIG. 5 is a flowchart illustrating an exemplary process for presenting target business line (s) according to some embodiments of the present disclosure;

FIG. 6 is a schematic diagram illustrating an exemplary home page of a car-hailing application (APP) according to some embodiments of the present disclosure;

FIG. 7 is a schematic diagram illustrating an exemplary suggestion page of a car-hailing APP according to some embodiments of the present disclosure;

FIG. 8 is a flowchart illustrating an exemplary process for receiving a user selection of a target service according to some embodiments of the present disclosure;

FIG. 9 is a flowchart illustrating an exemplary process for receiving a user selection of a target service according to some embodiments of the present disclosure;

FIG. 10-A and FIG. 10-B are schematic diagrams illustrating exemplary confirmation pages of a car-hailing APP according to some embodiments of the present disclosure; and

FIG. 11 is a schematic diagram illustrating an exemplary request confirmation page of a car-hailing APP according to some embodiments of the present disclosure.

DETAILED DESCRIPTION

The following description is presented to enable any person skilled in the art to make and use the present disclosure, and is provided in the context of a particular application and its requirements. Various modifications to the disclosed embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be applied to other embodiments and applications without departing from the spirit and scope of the present disclosure. Thus, the present disclosure is not limited to the embodiments shown, but is to be accorded the widest scope consistent with the claims.

The terminology used herein is for the purpose of describing particular example embodiments only and is not intended to be limiting. As used herein, the singular forms “a, ” “an, ” and “the” may be intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises, ” “comprising, ” “includes, ” and/or “including” when used in this disclosure, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.

These and other features, and characteristics of the present disclosure, as well as the methods of operations and functions of the related elements of structure, and the combination of parts and economies of manufacture, may become more apparent upon consideration of the following description with reference to the accompanying drawing (s) , all of which form part of this specification. It is to be expressly understood, however, that the drawing (s) are for the purpose of illustration and description only and are not intended to limit the scope of the present disclosure. It is understood that the drawings are not to scale.

The flowcharts used in the present disclosure illustrate operations that systems implement according to some embodiments of the present disclosure. It is to be expressly understood, the operations of the flowcharts may be implemented not in order. Conversely, the operations may be implemented in inverted order or simultaneously. Moreover, one or more other operations may be added to the flowcharts. One or more operations may be removed from the flowcharts.

Moreover, while the systems and methods disclosed in the present disclosure are described primarily regarding on-demand transportation services, it should also be understood that this is only one exemplary embodiment. The systems and methods of the present disclosure may be applied to any other kind of on demand service. For example, the systems and methods of the present disclosure may be applied to transportation systems of different environments including land, ocean, aerospace, or the like, or any combination thereof. The vehicle of the transportation system may include a taxi, a private car, a hitch, a bus, a train, a bullet train, a high-speed rail, a subway, a vessel, an aircraft, a spaceship, a hot-air balloon, a driverless vehicle, or the like, or any combination thereof. The transportation system may also include any transportation system for management and/or distribution, for example, a system for sending and/or receiving an express. The application of the systems and methods of the present disclosure may include a web page, a plug-in of a browser, a client terminal, a custom system, an internal analysis system, an artificial intelligence robot, or the like, or any combination thereof.

The terms “passenger, ” “requester, ” “requestor, ” “service requester, ” “service requestor, ” and “customer” in the present disclosure are used interchangeably to refer to an individual, an entity, or a tool that may request or order a service. Also, the terms “driver, ” “provider, ” “service provider, ” and “supplier” in the present disclosure are used interchangeably to refer to an individual, an entity, or a tool that may provide a service or facilitate the providing of the service. The term “user” in the present disclosure refers to an individual, an entity, or a tool that may request a service, order a service, provide a service, or facilitate the providing of the service. In the present disclosure, terms “requester” and “requester terminal” may be used interchangeably, and terms “provider” and “provider terminal” may be used interchangeably.

The terms “request, ” “service, ” “service request, ” and “order” in the present disclosure are used interchangeably to refer to a request that may be initiated by a passenger, a requester, a service requester, a customer, a driver, a provider, a service provider, a supplier, or the like, or a combination thereof. The service request may be accepted by any one of a passenger, a requester, a service requester, a customer, a driver, a provider, a service provider, or a supplier. The service request may be chargeable or free.

The positioning technology used in the present disclosure may include a global positioning system (GPS) , a global navigation satellite system (GLONASS) , a compass navigation system (COMPASS) , a Galileo positioning system, a quasi-zenith satellite system (QZSS) , a Beidou navigation satellite system, a wireless fidelity (WiFi) positioning technology, or the like, or any combination thereof. One or more of the above positioning technologies may be used interchangeably in the present disclosure.

An aspect of the present disclosure relates to systems and methods for recommending business lines associated with Online to Offline (O2O) services. The systems may obtain location information (e.g., a start location, a destination) associated with a request for services provided by business lines. The systems may also determine a plurality of candidate services associated with the location information based on a plurality of correlation parameters between the plurality of candidate services and the location information. The systems may present at least one (e.g., top 1, top 2, top 5) of the plurality of candidate services on a display device based on values of the plurality of correlation parameters and receive a user selection of a target service in the at least one of the plurality of candidate services. Further, the systems may present at least one of the business lines associated with the target service on the display device. According to the systems and methods of the present disclosure, services highly correlated with the location information are presented to a user and target business lines are further recommended to the user in response to a user selection of target service (s) , so that the user can quickly and efficiently find service (s) (i.e., target service (s) ) he/she needs and issue the request via corresponding business line (s) .

It should be noted that online on-demand service, such as online taxi-hailing services, is a new form of service rooted only in post-Internet era. It provides technical solutions to users and service providers that could raise only in post-Internet era. In the pre-Internet era, when a passenger hails a taxi on the street, the taxi request and acceptance occur only between the passenger and one taxi driver that sees the passenger. If the passenger hails a taxi through a telephone call, the service request and acceptance may occur only between the passenger and one service provider (e.g., one taxi company or agent) . Online taxi, however, allows a user of the service to real-time and automatically distribute a service request to a vast number of individual service providers (e.g., taxi) distance away from the user. It also allows a plurality of service providers to respond to the service request simultaneously and in real-time. Therefore, through the Internet, the on-demand service system may provide a much more efficient transaction platform for the users and the service providers that may never meet in a traditional pre-Internet on-demand service system.

FIG. 1 is a schematic diagram illustrating an exemplary Online to Offline (O2O) service system according to some embodiments of the present disclosure. For example, the O2O service system 100 may be an online transportation service platform for transportation services such as taxi-hailing services, chauffeur services, delivery services, express car services, carpooling services, bus services, driver hiring services, take-out services, shuttle services, or the like, or a combination thereof. The O2O service system 100 may include a server 110, a network 120, a requester terminal 130, a provider terminal 140, and a storage 150.

In some embodiments, the server 110 may be a single server or a server group. The server group may be centralized or distributed (e.g., the server 110 may be a distributed system) . In some embodiments, the server 110 may be local or remote. For example, the server 110 may access information and/or data stored in the requester terminal 130, the provider terminal 140, and/or the storage 150 via the network 120. As another example, the server 110 may be directly connected to the requester terminal 130, the provider terminal 140, and/or the storage 150 to access stored information and/or data. In some embodiments, the server 110 may be implemented on a cloud platform. Merely by way of example, the cloud platform may include a private cloud, a public cloud, a hybrid cloud, a community cloud, a distributed cloud, an inter-cloud, a multi-cloud, or the like, or a combination thereof. In some embodiments, the server 110 may be implemented on a computing device 200 having one or more components illustrated in FIG. 2.

In some embodiments, the server 110 may include a processing engine 112. The processing engine 112 may process information and/or data relating to a service request to perform one or more functions described in the present disclosure. For example, the processing engine 112 may obtain location information associated with a request for services provided by business lines and determine a plurality of correlation parameters between a plurality of candidate services and the location information. In some embodiments, the processing engine 112 may include one or more processing engines (e.g., single-core processing engine (s) or multi-core processor (s) ) . The processing engine 112 may include a central processing unit (CPU) , an application-specific integrated circuit (ASIC) , an application-specific instruction-set processor (ASIP) , a graphics processing unit (GPU) , a physics processing unit (PPU) , a digital signal processor (DSP) , a field programmable gate array (FPGA) , a programmable logic device (PLD) , a controller, a microcontroller unit, a reduced instruction-set computer (RISC) , a microprocessor, or the like, or a combination thereof. In some embodiments, the processing enigne 112 may integarted into the requester terminal 130 or the provider terminal 140.

The network 120 may facilitate exchange of information and/or data. In some embodiments, one or more components (e.g., the server 110, the requester terminal 130, the provider terminal 140, and/or the storage 150) of the O2O service system 100 may transmit information and/or data to other component (s) of the O2O service system 100 via the network 120. For example, the server 110 may obtain a service request from the requester terminal 130 via the network 120. In some embodiments, the network 120 may be any type of wired or wireless network, or a combination thereof. Merely by way of example, the network 120 may include a cable network, a wireline network, an optical fiber network, a telecommunications network, an intranet, an Internet, a local area network (LAN) , a wide area network (WAN) , a wireless local area network (WLAN) , a metropolitan area network (MAN) , a public telephone switched network (PSTN) , a Bluetooth network, a ZigBee network, a near field communication (NFC) network, or the like, or a combination thereof. In some embodiments, the network 120 may include one or more network access points. For example, the network 120 may include wired or wireless network access points such as base stations and/or internet exchange points 120-1, 120-2, …, through which one or more components of the O2O service system 100 may be connected to the network 120 to exchange data and/or information.

In some embodiments, a service requester may be a user of the requester terminal 130. In some embodiments, the user of the requester terminal 130 may be someone other than the service requester. For example, a user A of the requester terminal 130 may use the requester terminal 130 to send a service request for a user B or receive a service confirmation and/or information or instructions from the server 110. In some embodiments, a service provider may be a user of the provider terminal 140. In some embodiments, the user of the provider terminal 140 may be someone other than the service provider. For example, a user C of the provider terminal 140 may use the provider terminal 140 to receive a service request for a user D, and/or information or instructions from the server 110. In some embodiments, “service requester” and “requester terminal” may be used interchangeably, and “service provider” and “provider terminal” may be used interchangeably.

In some embodiments, the requester terminal 130 may include a mobile device 130-1, a tablet computer 130-2, a laptop computer 130-3, a built-in device in a vehicle 130-4, or the like, or a combination thereof. In some embodiments, the mobile device 130-1 may include a smart home device, a wearable device, a smart mobile device, a virtual reality device, an augmented reality device, or the like, or a combination thereof. In some embodiments, the smart home device may include a smart lighting device, a control device of an intelligent electrical apparatus, a smart monitoring device, a smart television, a smart video camera, an interphone, or the like, or a combination thereof. In some embodiments, the wearable device may include a smart bracelet, a smart footgear, a smart glass, a smart helmet, a smart watch, a smart clothing, a smart backpack, a smart accessory, or the like, or a combination thereof. In some embodiments, the smart mobile device may include a smartphone, a personal digital assistant (PDA) , a gaming device, a navigation device, a point of sale (POS) device, or the like, or a combination thereof. In some embodiments, the virtual reality device and/or the augmented reality device may include a virtual reality helmet, a virtual reality glass, a virtual reality patch, an augmented reality helmet, an augmented reality glass, an augmented reality patch, or the like, or a combination thereof. For example, the virtual reality device and/or the augmented reality device may include a Google Glass ^TM, an Oculus Rift ^TM, a Hololens ^TM, a Gear VR ^TM, etc. In some embodiments, a built-in device in the vehicle 130-4 may include an onboard computer, an onboard television, etc. In some embodiments, the requester terminal 130 may be a device with positioning technology for locating the location of the service requester and/or the requester terminal 130.

In some embodiments, the provider terminal 140 may be similar to, or the same device as the requester terminal 130. In some embodiments, the provider terminal 140 may be a device with positioning technology for locating the location of the service provider and/or the provider terminal 140. In some embodiments, the requester terminal 130 and/or the provider terminal 140 may communicate with another positioning device to determine the location of the service requester, the requester terminal 130, the service provider, and/or the provider terminal 140. In some embodiments, the requester terminal 130 and/or the provider terminal 140 may send positioning information to the server 110.

The storage 150 may store data and/or instructions. In some embodiments, the storage 150 may store data obtained from the requester terminal 130 and/or the provider terminal 140. For example, the storage 150 may store a service request obtained from the requester terminal 130. In some embodiments, the storage 150 may store data and/or instructions that the server 110 may execute or use to perform exemplary methods described in the present disclosure. In some embodiments, the storage 150 may store location information associated with the requester terminal 130 and/or the provider terminal 140. In some embodiments, the storage 150 may include a mass storage, removable storage, a volatile read-and-write memory, a read-only memory (ROM) , or the like, or a combination thereof. Exemplary mass storage may include a magnetic disk, an optical disk, a solid-state drive, etc. Exemplary removable storage may include a flash drive, a floppy disk, an optical disk, a memory card, a zip disk, a magnetic tape, etc. Exemplary volatile read-and-write memory may include a random access memory (RAM) . Exemplary RAM may include a dynamic RAM (DRAM) , a double date rate synchronous dynamic RAM (DDR SDRAM) , a static RAM (SRAM) , a thyristor RAM (T-RAM) , and a zero-capacitor RAM (Z-RAM) , etc. Exemplary ROM may include a mask ROM (MROM) , a programmable ROM (PROM) , an erasable programmable ROM (EPROM) , an electrically erasable programmable ROM (EEPROM) , a compact disk ROM (CD-ROM) , and a digital versatile disk ROM, etc. In some embodiments, the storage 150 may be implemented on a cloud platform. Merely by way of example, the cloud platform may include a private cloud, a public cloud, a hybrid cloud, a community cloud, a distributed cloud, an inter-cloud, a multi-cloud, or the like, or a combination thereof.

In some embodiments, the storage 150 may be connected to the network 120 to communicate with one or more components (e.g., the server 110, the requester terminal 130, and/or the provider terminal 140) of the O2O service system 100. One or more components of the O2O service system 100 may access the data and/or instructions stored in the storage 150 via the network 120. In some embodiments, the storage 150 may be directly connected to or communicate with one or more components (e.g., the server 110, the requester terminal 130, and/or the provider terminal 140) of the O2O service system 100. In some embodiments, the storage 150 may be part of the server 110.

In some embodiments, one or more components (e.g., the server 110, the requester terminal 130, the provider terminal 140) of the O2O service system 100 may have permissions to access the storage 150. In some embodiments, one or more components of the O2O service system 100 may read and/or modify information relating to the service requester, the service provider, and/or the public when one or more conditions are met. For example, the server 110 may read and/or modify one or more service requesters’ information after the service is completed. As another example, the provider terminal 140 may access information relating to the service requester when receiving a service request from the requester terminal 130, but the provider terminal 140 may not modify the relevant information of the service requester.

In some embodiments, information exchanging of one or more components of the O2O service system 100 may be achieved by way of requesting a service. The object of the service may be any product. In some embodiments, the product may be a tangible product or an immaterial product. The tangible product may include food, medicine, commodity, chemical product, electrical appliance, clothing, car, housing, luxury, or the like, or a combination thereof. The immaterial product may include a servicing product, a financial product, a knowledge product, an internet product, or the like, or a combination thereof. The internet product may include an individual host product, a web product, a mobile internet product, a commercial host product, an embedded product, or the like, or a combination thereof. The mobile internet product may be used in software of a mobile terminal, a program, a system, or the like, or a combination thereof. The mobile terminal may include a tablet computer, a laptop computer, a mobile phone, a personal digital assistant (PDA) , a smartwatch, a point of sale (POS) device, an onboard computer, an onboard television, a wearable device, or the like, or a combination thereof. For example, the product may be any software and/or application used on the computer or mobile phone. The software and/or application may relate to socializing, shopping, transporting, entertainment, learning, investment, or the like, or a combination thereof. In some embodiments, the software and/or application relating to transporting may include a traveling software and/or application, a vehicle scheduling software and/or application, a mapping software and/or application, etc. In the vehicle scheduling software and/or application, the vehicle may include a horse, a carriage, a rickshaw (e.g., a wheelbarrow, a bike, a tricycle) , a car (e.g., a taxi, a bus, a private car) , a train, a subway, a vessel, an aircraft (e.g., an airplane, a helicopter, a space shuttle, a rocket, a hot-air balloon) , or the like, or a combination thereof.

One of ordinary skill in the art would understand that when an element of the O2O service system 100 performs, the element may perform through electrical signals and/or electromagnetic signals. For example, when the server 110 processes a task, such as obtaining a service request via the network 120, the server 110 may operate logic circuits in its processor to process such task. The server 110 may communicate with the O2O service system 100 via a wired network, the at least one information exchange port may be physically connected to a cable, which may further transmit the electrical signals to an input port (e.g., an information exchange port) of the requester terminal 130. If the server 110 communicates with the O2O service system 100 via a wireless network, the at least one information exchange port may be one or more antennas, which may convert the electrical signals to electromagnetic signals. Within an electronic device, such as the requester terminal 130, and/or the server 110, when a processor thereof processes an instruction, sends out an instruction, and/or performs an action, the instruction and/or action is conducted via electrical signals. For example, when the processor retrieves or saves data from a storage medium (e.g., the storage 150) , the processor may send out electrical signals to a read/write device of the storage medium, which may read or write structured data in the storage medium. The structured data may be transmitted to the processor in the form of electrical signals via a bus of the electronic device. Here, an electrical signal refers to one electrical signal, a series of electrical signals, and/or a plurality of discrete electrical signals.

FIG. 2 is a schematic diagram illustrating exemplary hardware and/or software components of an exemplary computing device according to some embodiments of the present disclosure. In some embodiments, the server 110, the requester terminal 130, and/or the provider terminal 140 may be implemented on the computing device 200. For example, the processing engine 112 may be implemented on the computing device 200 and configured to perform functions of the processing engine 112 disclosed in this disclosure.

The computing device 200 may be used to implement any component of the O2O service system 100 as described herein. For example, the processing engine 112 may be implemented on the computing device 200, via its hardware, software program, firmware, or a combination thereof. Although only one such computer is shown, for convenience, the computer functions relating to the on-demand service as described herein may be implemented in a distributed fashion on a number of similar platforms to distribute the processing load.

The computing device 200, for example, may include COM ports 250 connected to and from a network connected thereto to facilitate data communications. The computing device 200 may also include a processor (e.g., the processor 220) , in the form of one or more processors (e.g., logic circuits) , for executing program instructions. For example, the processor 220 may include interface circuits and processing circuits therein. The interface circuits may be configured to receive electronic signals from a bus 210, wherein the electronic signals encode structured data and/or instructions for the processing circuits to process. The processing circuits may conduct logic calculations, and then determine a conclusion, a result, and/or an instruction encoded as electronic signals. Then the interface circuits may send out the electronic signals from the processing circuits via the bus 210.

The computing device 200 may further include program storage and data storage of different forms including, for example, a disk 270, a read-only memory (ROM) 230, or a random-access memory (RAM) 240, for storing various data files to be processed and/or transmitted by the computing device 200. The computing device 200 may also include program instructions stored in the ROM 230, RAM 240, and/or another type of non-transitory storage medium to be executed by the processor 220. The methods and/or processes of the present disclosure may be implemented as the program instructions. The computing device 200 may also include an I/O component 260, supporting input/output between the computing device 200 and other components. The computing device 200 may also receive programming and data via network communications.

Merely for illustration, only one processor is illustrated in FIG. 2. Multiple processors are also contemplated; thus, operations and/or method steps performed by one processor as described in the present disclosure may also be jointly or separately performed by the multiple processors. For example, if in the present disclosure the processor of the computing device 200 executes both step A and step B, it should be understood that step A and step B may also be performed by two different processors jointly or separately in the computing device 200 (e.g., a first processor executes step A and a second processor executes step B, or the first and second processors jointly execute steps A and B) .

FIG. 3 is a schematic diagram illustrating exemplary hardware and/or software components of an exemplary mobile device according to some embodiments of the present disclosure. In some embodiments, the requester terminal 130 and/or the provider terminal 140 may be implemented on the mobile device 300. As illustrated in FIG. 3, the mobile device 300 may include a communication platform 310, a display 320, a graphics processing unit (GPU) 330, a central processing unit (CPU) 340, an I/O 350, a memory 360, a mobile operating system (OS) 370, and a storage 390. In some embodiments, any other suitable component, including but not limited to a system bus or a controller (not shown) , may also be included in the mobile device 300.

In some embodiments, the mobile operating system 370 (e.g., iOS ^TM, Android ^TM, Windows Phone ^TM) and one or more applications 380 may be loaded into the memory 360 from the storage 390 in order to be executed by the CPU 340. The applications 380 may include a browser or any other suitable mobile apps for receiving and rendering information relating to O2O services or other information from the O2O service system 100. User interactions with the information stream may be achieved via the I/O 350 and provided to the processing engine 112 and/or other components of the O2O service system 100 via the network 120.

FIG. 4 is a block diagram illustrating an exemplary processing engine according to some embodiments of the present disclosure. The processing engine 112 may include an obtaining module 410, a determination module 420, a first presenting module 430, a receiving module 440, and a second presenting module 450.

The obtaining module 410 may be configured to obtain location information associated with a request for services provided by business lines. In some embodiments, a requester may initiate the request via the requester terminal 130. Accordingly, the obtaining module 410 may obtain the location information associated with the request from the requester terminal 130. In some embodiments, when the requester intends to issue a request, the requester may input the location information (e.g., a start location, a destination) via a user interface (UI) of a car-hailing application (APP) implemented on the requester terminal 130. Further, the obtaining module 410 may obtain the inputted location from the requester terminal 130 via the network 120. Additionally or alternatively, the obtaining module 410 may obtain the location information (e.g., the start location) associated with the request through a positioning device (e.g., a GPS system) integrated in the requester terminal 130. In some embodiments, when the requester opens the car-hailing APP, the obtaining module 410 may obtain the location information based on historical service orders or frequently used location information (e.g., a frequently used start location, a frequently used destination) associated with the requester and automatically present the location information via the car-hailing APP. In this situation, the requester can further modify the location information according to his/her actual demands.

The determination module 420 may be configured to determine a plurality of candidate services associated with the location information based on a plurality of correlation parameters between the plurality of candidate services and the location information. In some embodiments, the determination module 420 may determine the plurality of correlation parameters between the plurality of candidate services (or the plurality of available services) and the location information based on at least one of historical service orders associated with the requester who issues the request, historical service orders associated with other requesters, or reference information (e.g., weather information, traffic information) .

The first presenting module 430 may be configured to present at least one of the plurality of candidate services on a display device (e.g., the display 320) . In some embodiments, the first presenting module 430 may present at least one first candidate service in a suggestion page (e.g., a suggestion page illustrated FIG. 7) in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold. In some embodiments, the first presenting module 430 may present at least one second candidate service in a confirmation page (e.g., a confirmation page illustrated in FIG. 10-A or FIG. 10-B) in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold. In some embodiments, the first presenting module 430 may present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.

The receiving module 440 may be configured to receive a user selection of one or more target services in the at least one of the plurality of candidate services. As used herein, the user selection may be used to select and/or confirm (which can be collectively referred to as “determine” ) the one or more target services by the requester. The user selection may include a touch operation, a click operation (e.g., a click operation via a mouse, a stylus) , an input operation (e.g., a voice input, a text input) , or the like, or a combination thereof.

The second presenting module 450 may be configured to present at least one (also referred to “target business line” ) of the business lines associated with the one or more target services on the display device.

The modules in FIG. 4 may be connected to or communicate with each other via a wired connection or a wireless connection. The wired connection may include a metal cable, an optical cable, a hybrid cable, or the like, or a combination thereof. The wireless connection may include a Local Area Network (LAN) , a Wide Area Network (WAN) , a Bluetooth, a ZigBee, a Near Field Communication (NFC) , or the like, or a combination thereof. In some embodiments, two or more of the modules may be combined into a single module, and any one of the modules may be divided into two or more units. For example, the processing engine 112 may include a storage module (not shown) used to store information and/or data (e.g., the location information, the candidate services, the target service (s) , the target business line (s) ) associated with the request. As another example, the first presenting module 430 and the second presenting module 450 may be combined as a single module which may both present the at least one of the plurality of candidate services and the at least one of the business lines associated with the one or more target services.

FIG. 5 is a flowchart of an exemplary process for presenting target business line (s) according to some embodiments of the present disclosure. The process 500 may be executed by the O2O service system 100. For example, the process 500 may be implemented as a set of instructions (e.g., an application) stored in a storage (e.g., the ROM 230, the RAM 240, the storage 390) . The processor 220, the CPU 340, and/or the modules in FIG. 4 may execute the set of instructions, and when executing the instructions, the processor 220, the CPU 340, and/or the modules may be configured to perform the process 500. The operations of the illustrated process presented below are intended to be illustrative. In some embodiments, the process 500 may be accomplished with one or more additional operations not described, and/or without one or more of the operations discussed. Additionally, the order in which the operations of the process 500 as illustrated in FIG. 5 and described below is not intended to be limiting.

In 502, the processing engine 112 (e.g., the obtaining module 410) (e.g., the interface circuits of the processor 220) may obtain location information associated with a request for services provided by business lines. As used herein, the term “business line” refers to a type of a product, which includes a set of services. Take an on-demand transportation service platform as an example, the business lines may include a Taxi business line, an Express business line, a Premier business line, a Luxe business line, or the like, or any combination thereof. Further, take the Premier business line as an example, the services provided by the Premier business line may include a child seat service, an airport pick-up or drop off service, a drink service, a rest supply service, a multi-seat service, or the like, or any combination thereof.

In some embodiments, a requester may initiate the request via the requester terminal 130. Accordingly, the processing engine 112 may obtain the location information associated with the request from the requester terminal 130. In some embodiments, when the requester intends to issue a request, the requester may input the location information (e.g., a start location, a destination) via a user interface (UI) of a car-hailing application (APP) implemented on the requester terminal 130. Further, the processing engine 112 may obtain the inputted location from the requester terminal 130 via the network 120. Additionally or alternatively, the processing engine 112 may obtain the location information (e.g., the start location) associated with the request through a positioning device (e.g., a GPS system) integrated in the requester terminal 130. In some embodiments, when the requester opens the car-hailing APP, the processing engine 112 may obtain the location information based on historical service orders or frequently used location information (e.g., a frequently used start location, a frequently used destination) associated with the requester and automatically present the location information via the car-hailing APP. In this situation, the requester can further modify the location information according to his/her actual demands.

In 504, the processing engine 112 (e.g., the determination module 420) (e.g., the processing circuits of the processor 220) may determine a plurality of candidate services associated with the location information based on a plurality of correlation parameters between the plurality of candidate services and the location information.

As used herein, for a specific service, a correlation parameter between the specific service and the location information may refer to a parameter indicating a correlation degree between the specific service and the location information. For example, it is assumed that the location information is associated with an airport (e.g., the start location or the destination includes keywords associated with the airport) , a correlation parameter between the location information and an airport pick-up or drop off service may be defined as a relatively high value (e.g., 1, 0.9, 0.8) . As another example, it is assumed that the location information is associated children (e.g., the start location or the destination includes keywords associated with a kindergarten, a children's hospital, a children's playground, etc. ) , a correlation parameter between the location information and a child seat service may be defined as a relatively high value (e.g., 1, 0.9, 0.8) . Furthermore, since children need to be accompanied by adults, the request generally relates to multi-person trip. Accordingly, the location information may also be correlated with a multi-seat service, however, a correlation parameter between the location information and the multi-seat service is lower than the correlation parameter between the location information and the child seat service.

In some embodiments, the processing engine 112 may determine a plurality of available services which are correlated with the location information and identify the plurality of candidate services from the plurality of available services based on a plurality of correlation parameters between the plurality of available services and the location information. For example, the processing engine 112 may identify available services with correlation parameters larger than a predetermined threshold as the candidate services. As another example, the processing engine 112 may rank the plurality of available services based on values of the plurality of correlation parameters and select the plurality of candidate services (e.g., top 1, top 2, top 5, top 10) from the plurality of available services based on a ranking result. As a further example, the processing engine 112 may directly determine the plurality of available services as the plurality of candidate services.

In some embodiments, the processing engine 112 may determine the plurality of correlation parameters between the plurality of candidate services (or the plurality of available services) and the location information based on at least one of historical service orders associated with the requester who issues the request, historical service orders associated with other requesters, or reference information (e.g., weather information, traffic information) . For example, take specific candidate service as an example, the processing engine 112 may identify historical service orders associated with the location information (e.g., a historical service order with a same start location or a same destination, which can be referred to as a relevant historical service order) from the historical service orders associated with the requester and determine a correlation parameter between the specific candidate service and the location information based on the relevant historical service orders. For example, the processing engine 112 may determine a percentage of relevant historical service orders with the specific services used by the requester in all the relevant historical service orders and define the percentage as the correlation parameter between the specific service and the location information. As another example, it is assumed that the weather information indicates a bad weather, the processing engine 112 may increases a correlation parameter between the airport ick-up or drop-off service and the location information.

In some embodiments, while determining the correlation parameters, the processing engine 112 may assign different weights to the above factors (i.e., the “historical service orders associated with the requester who issues the request, ” the “historical service orders associated with other requesters, ” the “reference information” ) . The weights may be default settings of the O2O service system 100 or may be adjustable under different situations. For example, a first weight corresponding to the factor “historical service orders associated with the requester who issues the request” may be higher than a second weight corresponding to the factor “historical service orders associated with other requesters; ” the second weight corresponding to the factor “historical service orders associated with other requesters” may be higher than a third weight corresponding to the factor “reference information. ”

In 506, the processing engine 112 (e.g., the first presenting module 430) (e.g., the processing circuits of the processor 220) may present at least one of the plurality of candidate services on a display device (e.g., the display 320) . In some embodiments, the processing engine 112 may present the at least one of the plurality of candidate services based on values of the plurality of correlation parameters between the plurality of candidate services and the location information. For example, the processing engine 112 may rank the plurality of candidate services based on values of the plurality of correlation parameters from high to low and present at least one (e.g., top 1, top 2, top 5) of the ranked candidate services. Further, the requester can view unpresented candidate services by performing a sliding operation (e.g., sliding left-right or up-down) on the display device.

In some embodiments, the processing engine 112 may present at least one first candidate service in a suggestion page (e.g., a suggestion page illustrated FIG. 7) in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.

In some embodiments, the processing engine 112 may present at least one second candidate service in a confirmation page (e.g., a confirmation page illustrated in FIG. 10-A or FIG. 10-B) in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.

In some embodiments, the processing engine 112 may present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.

In some embodiments, the first threshold and/or the second threshold may be default settings (e.g., empirical values) of the O2O service system 100 or may be adjustable based on information such as an order success rate. Furthermore, for specific location information, the first thresholds (the second thresholds similarly) corresponding to different services may be the same or different; for a specific service, the first thresholds (the second thresholds similarly) corresponding to different location information may be the same or different. It should be noted that when any of the “location information” and the “service” is changed, a corresponding first threshold or second threshold may be changed or may remain unchanged. If the “location information” and the “service” are regarded as a whole, the firs thresholds (the second thresholds similarly) corresponding to different wholes may be the same or different.

In 508, the processing engine 112 (e.g., the receiving module 440) (e.g., the interface circuits of the processor 220) may receive a user selection of one or more target services in the at least one of the plurality of candidate services. As used herein, the user selection may be used to select and/or confirm (which can be collectively referred to as “determine” ) the one or more target services by the requester. The user selection may include a touch operation, a click operation (e.g., a click operation via a mouse, a stylus) , an input operation (e.g., a voice input, a text input) , or the like, or a combination thereof.

In 510, the processing engine 112 (e.g., the second presenting module 450) (e.g., the processing circuits of the processor 220) may present at least one (also referred to “target business line” ) of the business lines associated with the one or more target services on the display device.

As described in connection with operation 502, a specific business line includes a set of services. Accordingly, different business lines may include different services and different services may correspond to different business lines. For the one or more target services determined by the requester, the processing engine 112 may determine and present at least one of the business lines, which includes the one or more target services. In some embodiments, there may be one or more business lines which include the one or more target services. For example, take the child seat service as an example, only the Premier business line includes the child seat service. In this situation, only the Premier business line may be presented in response to the user selection. Further, the requester may confirm one of the at least one target business line and issue the request via the requester terminal 130.

According to the process 500, the location information associated with the request for services provided by business lines may be obtained and at least one candidate service may be presented based on the correlation parameters between the candidate services and the location information. That is, the candidate services may be presented selectively to the requester based on the location information, so that the requester can select one or more target services that meet his/her travel needs when using the car-hailing APP to issue the request. In addition, after the user selection of the one or more target services is received, at least one business line including the one or more target services may be presented to the requester, so that the requester can find a target business line that meets his/her travel needs, thereby improving the user experience.

It should be noted that the above description is merely provided for the purposes of illustration, and not intended to limit the scope of the present disclosure. For persons having ordinary skill in the art, multiple variations and modifications may be made under the teachings of the present disclosure. However, those variations and modifications do not depart from the scope of the present disclosure. For example, one or more other optional operations (e.g., a storing operation) may be added elsewhere in the process 500. In the storing operation, the processing engine 112 may store information and/or data (e.g., the location information, the candidate services, the target service (s) , the target business line (s) ) associated with the request in a storage device (e.g., the storage 150) disclosed elsewhere in the present disclosure.

FIG. 6 is a schematic diagram illustrating an exemplary home page of a car- hailing APP according to some embodiments of the present disclosure. In some embodiments, the car-hailing APP may be executed on the requester terminal 130. As shown in FIG. 6, the home page of the car-hailing APP may include a local map 610 including a requester's current location (e.g., a start location) , a destination input field 620, and one or more recommended business line icons 630. The start location may be obtained by the positioning device integrated in the requester terminal 130 and presented in a form of a dot in the local map 610. The local map 610 may be zoomed in or out. The destination input field 620 may include a voice input icon 640. Alternatively or additionally, a text (e.g., “Where would you like to go?” ) may be presented in the destination input field 620. A name and a feature of a corresponding recommended business line may be presented below the business line icon 630. It should be noted that the business lines shown in the home page may be default recommended business lines, which may be determined based on historical service orders associated with the requester and/or historical service orders associated with other requesters.

As described in connection with FIG. 5, after the requester inputs the destination in the destination input field 620, the processing engine 112 may determine the correlation parameters between the candidate services and the destination. It is assumed that the destination is “Beijing Children's Hospital, ” the processing engine 112 may determine that a correlation parameter between a child seat service and the destination is larger than the first threshold, and further present a recommendation (REC) /suggestion (SUG) page (i.e., a suggestion page) including the child seat service (which is a candidate service for the destination) . The suggestion page may include feature information (e.g., “travelling with a child, please choose a child seat service for safety” ) associated with the child seat service.

FIG. 7 is a schematic diagram illustrating an exemplary suggestion page of the car-hailing APP according to some embodiments of the present disclosure. As described in connection with FIG. 6, the suggestion page may include one or more candidate services and one or more selection icons 710 via which the requester can select a corresponding candidate service. The suggestion page may also include a name and/or a feature of each of the one or more candidate services presented below the one or more selection icons 710. Further, other than the one or more candidate services, the suggestion page may also include the start location and the destination (which can be changed by the requester at any time before the requester submits the request) . The suggestion page may also include other addresses (e.g., Beijing Second Children's Hospital) associated with the destination, from which the requester can select a target address to replace a current destination.

FIG. 8 is a flowchart illustrating an exemplary process for receiving a user selection of a target service according to some embodiments of the present disclosure. The process 800 may be executed by the O2O service system 100. For example, the process 800 may be implemented as a set of instructions (e.g., an application) stored in a storage (e.g., the ROM 230, the RAM 240, the storage 390) . The processor 220, the CPU 340, and/or the modules in FIG. 4 may execute the set of instructions, and when executing the instructions, the processor 220, the CPU 340, and/or the modules may be configured to perform the process 800. The operations of the illustrated process presented below are intended to be illustrative. In some embodiments, the process 800 may be accomplished with one or more additional operations not described, and/or without one or more of the operations discussed. Additionally, the order in which the operations of the process 800 as illustrated in FIG. 8 and described below is not intended to be limiting. In some embodiments, operation 508 may be performed based on the process 800.

In some embodiments, as described in connection with operation 506, the processing engine 112 may present at least one first candidate service in the suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to the first threshold.

In 802, the processing engine 112 (e.g., the receiving module 440) (e.g., the interface circuits of the processor 220) may receive a first operation (also referred to as a “first service selection operation” ) which is used to select one or more target services from the at least one first candidate service via the suggestion page.

In some embodiments, after the processing engine 112 presents the at least one first candidate service on the display device, the requester can select one or more target services from the at least one first candidate service, so that the processing engine 112 can determine whether there are service (s) needed by the requester in the at least one first candidate service. In response to the first operation, the processing engine 112 may present the one or more target services selected by the requester in a manner in which the one or more target services are distinguishable from other unselected services. For example, the one or more target services may be highlighted. As another example, each of the at least one first candidate service may correspond to an icon indicating whether it is selected, and icon (s) corresponding to the one or more target services may be presented as selected.

In some embodiments, after receiving the first operation (which indicates that one or more target services have been selected by the requester) , the processing engine 112 may further receive an operation from the requester for presenting a confirmation page via the suggestion page. Specifically, the suggestion page may include a virtual button (e.g., “next page” ) or a control associated with the confirmation page, through which the requester may perform an operation (e.g., a click operation, a long press operation, a short press operation) to request the confirmation page. In response to the operation performed by the requester, the processing engine 112 may direct the requester terminal 130 to skip from the suggestion page to the confirmation page.

In 804, the processing engine 112 (e.g., the receiving module 440 or the first presenting module 430) (e.g., the processing circuits of the processor 220) may present the confirmation page including the selected target service (s) and other unselected candidate services in the at least one first candidate service. More descriptions of the confirmation page may be found elsewhere in the present disclosure (e.g., FIG. 10-A, FIG. 10-B, and the descriptions thereof) .

In 806, the processing engine 112 (e.g., the receiving module 440) (e.g., the interface circuits of the processor 220) may receive a second operation confirming the one or more target services via the confirmation page.

In some embodiments, before performing the second operation to confirm the one or more target services, the requester may also select other candidate service (s) from the unselected candidate services in the at least one first candidate service via the confirmation page. In this situation, the processing engine 112 may receive a third operation which is used to select one or more candidate services from the unselected candidate services in the at least one first candidate service and further receive the second operation confirming the target service (s) and the selected candidate service (s) via the confirmation page.

It should be noted that the above description is merely provided for the purposes of illustration, and not intended to limit the scope of the present disclosure. For persons having ordinary skill in the art, multiple variations and modifications may be made under the teachings of the present disclosure. However, those variations and modifications do not depart from the scope of the present disclosure.

FIG. 9 is a flowchart illustrating an exemplary process for receiving a user selection of a target service according to some embodiments of the present disclosure. The process 900 may be executed by the O2O service system 100. For example, the process 900 may be implemented as a set of instructions (e.g., an application) stored in a storage (e.g., the ROM 230, the RAM 240, the storage 390) . The processor 220, the CPU 340, and/or the modules in FIG. 4 may execute the set of instructions, and when executing the instructions, the processor 220, the CPU 340, and/or the modules may be configured to perform the process 900. The operations of the illustrated process presented below are intended to be illustrative. In some embodiments, the process 900 may be accomplished with one or more additional operations not described, and/or without one or more of the operations discussed. Additionally, the order in which the operations of the process 900 as illustrated in FIG. 9 and described below is not intended to be limiting. In some embodiments, operation 508 may be performed based on the process 900.

In some embodiments, as described in connection with operation 506 and FIG. 8, the processing engine 112 may present at least one first candidate service in the suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to the first threshold. Further, with no service selected by the requester, the processing engine 112 may receive an operation from the requester for presenting a confirmation page via the suggestion page.

In 902, the processing engine 112 (e.g., the receiving module 440 or the first presenting module 430) may present the confirmation page including the at least one first candidate service. Since no service is selected by the requester in the suggestion page, the at least one first candidate service is in unselected status.

In 904, the processing engine 112 (e.g., the receiving module 440) (the interface circuits of the processor 220) may receive the first operation which is used to select the one or more target services from the at least one first candidate service via the confirmation page. More descriptions of the first operation may be found elsewhere in the present disclosure (e.g., operation 802 and the description thereof) .

In 906, the processing engine 112 (e.g., the receiving module 440) (the interface circuits of the processor 220) may receive the second operation confirming the one or more target services via the confirmation page. More descriptions of the second operation may be found elsewhere in the present disclosure (e.g., operation 806 and the description thereof) .

In some embodiments, as described in connection with operation 506, the processing engine 112 may present at least one second candidate service in a confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold. This presentation mode (referred to as a second presentation mode hereafter) is different from a presentation mode (referred to as a first presentation mode hereafter) described in FIG. 8 or FIG. 9 and differences between the first presentation mode and the second presentation mode may include the following:

1. In the first presentation mode, after determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to the first threshold, the processing engine 112 presents the at least one first candidate service in the suggestion page and further in the confirmation page; while in the second presentation mode, after determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, the processing engine 112 directly presents the confirmation page.

2. In the first presentation mode, the first operation is used to select the one or more target services in the suggestion page or in the confirmation page; while in the second presentation mode, the first operation is only used to select the one or more target services in the confirmation page.

3. In the first presentation mode, the one or more target services may be selected in the suggestion page and/or the confirmation page; while in the second presentation mode, the one or more target services are selected in the confirmation page.

In addition, if the requester does not select any candidate service in the suggestion page and the confirmation page (i.e., no target service is determined) , the processing engine 112 may present at least one candidate service (also referred to as “third candidate service” ) corresponding to a currently selected business line (i.e., a default business line) .

FIG. 10-A and FIG. 10-B are schematic diagrams illustrating exemplary confirmation pages of the car-hailing APP according to some embodiments of the present disclosure. As shown in FIG. 10-A and FIG. 10-B, a local map including a route from the start location to the destination associated with the request issued by the requester and an estimated travelling time (e.g., 4 min) of a service provider to arrive at the start location is presented. The confirmation pages illustrated in FIG. 10-A and FIG. 10-B further include some other information associated with the request, such as “start time, ” “change passenger” , “payment mode, ” etc. Further, the confirmation pages also include candidate services to be selected or confirmed by the requester, for example, “multi-seat service, ” “child seat service, ” “pick-up or drop-off service, ” etc. It can be seen that an arrangement order of the candidate services in FIG. 10-A is different from that in FIG. 10-B, which may be determined based on the correlation parameters between the candidate services and the location information associated with the request.

As described in connection with FIG. 8, the requester has selected one or more target services in the suggestion page. Further, the requester can confirm the one or more target services in the confirmation page via a virtual button (e.g., a “confirm” button) ; or further select other unselected candidate services in the confirmation page and confirm the selected candidate services together with the target service (s) in the confirmation page. As described in connection with FIG. 9, the requester can both select and confirm the target service (s) in the confirmation page.

FIG. 11 is a schematic diagram illustrating an exemplary request confirmation page of the car-hailing APP according to some embodiments of the present disclosure. As described in connection with FIG. 10-A or FIG. 10-B, after the requester confirms the service (s) in the confirmation page, the processing engine 112 may present at least one business line associated with the confirmed service (s) . Take the child seat service as an example, it is assumed that the processing engine 112 determines that business lines corresponding to the child seat service include the Premier business line and/or other business lines, therefore, as illustrated in FIG. 11, the processing engine 112 may present the Premier business line and/or other business lines (e.g., Luxe business line) in the request confirmation page. As illustrated, the Premier business line may include one or more sub business lines, such as a Comfort Line, a Commerce Line, a Limo Line, etc. The requester may select a sub business line and issue the request by clicking a virtual button “Call Premier. ”

According to the present disclosure, after the start location and the destination are determined, the process of issuing the request (e.g., for a car-hailing service) may enter into a requirement selection and confirmation phase. In the requirement selection and confirmation phase, information such as “start time, ” “change passenger” , “payment mode” may be presented in front. For the function of selecting a target service, the candidate services may be flexibly and intelligently ranked based on the location information, historical correlation parameters associated with historical service orders of the requester, historical correlation parameters associated with historical service orders of other requesters, the reference information, etc. For example, it is assumed that the destination is an airport, the airport pick-up or drop-off service may be presented in the first. After the requester confirms his/her requirement (i.e., the target service (s) ) , only business lines that meets the requester's requirement may be presented in the request confirmation page. In some embodiments, the requester's selection and/or confirmation may be stored in a storage device (e.g., the storage 150) , which can be used as a basis for determining the correlation parameters between the candidate services and the location information subsequently.

Take a scenario below as an example, it is assumed that there are five persons intend to have dinner at XX hotel, and they plan to make two requests for online car-hailing services separately. After the persons determine the location information (e.g., the destination) , a multi-seat service with a feature “multi-person trip” may be presented in the suggestion page, which can meet the travel requirement of the five persons. It is assumed that the persons confirm the multi-seat service, only business lines with the multi-seat service may be presented in the request confirmation page, thereby improving the user experience.

As described above, the processes and/or methods disclosed in the present disclosure are executed by the server 110. However, it should be noted that part or whole of the processes and/or methods also can be executed by the requester terminal 130 or the provider terminal 140.

Having thus described the basic concepts, it may be rather apparent to those skilled in the art after reading this detailed disclosure that the foregoing detailed disclosure is intended to be presented by way of example only and is not limiting. Various alterations, improvements, and modifications may occur and are intended to those skilled in the art, though not expressly stated herein. These alterations, improvements, and modifications are intended to be suggested by this disclosure, and are within the spirit and scope of the exemplary embodiments of this disclosure.

Moreover, certain terminology has been used to describe embodiments of the present disclosure. For example, the terms “one embodiment, ” “an embodiment, ” and/or “some embodiments” mean that a particular feature, structure, or characteristic described in connection with the embodiment is included in at least one embodiment of the present disclosure. Therefore, it is emphasized and should be appreciated that two or more references to “an embodiment” or “one embodiment” or “an alternative embodiment” in various portions of this specification are not necessarily all referring to the same embodiment. Furthermore, the particular features, structures or characteristics may be combined as suitable in one or more embodiments of the present disclosure.

Further, it will be appreciated by one skilled in the art, aspects of the present disclosure may be illustrated and described herein in any of a number of patentable classes or context including any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof. Accordingly, aspects of the present disclosure may be implemented entirely hardware, entirely software (including firmware, resident software, micro-code, etc. ) or combining software and hardware implementation that may all generally be referred to herein as a “unit, ” “module, ” or “system. ” Furthermore, aspects of the present disclosure may take the form of a computer program product embodied in one or more computer readable media having computer-readable program code embodied thereon.

A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated signal may take any of a variety of forms, including electromagnetic, optical, or the like, or any suitable combination thereof. A computer readable signal medium may be any computer readable medium that is not a computer readable storage medium and that may communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable signal medium may be transmitted using any appropriate medium, including wireless, wireline, optical fiber cable, RF, or the like, or any suitable combination of the foregoing.

Computer program code for carrying out operations for aspects of the present disclosure may be written in a combination of one or more programming languages, including an object oriented programming language such as Java, Scala, Smalltalk, Eiffel, JADE, Emerald, C++, C#, VB. NET, Python or the like, conventional procedural programming languages, such as the “C” programming language, Visual Basic, Fortran 2003, Perl, COBOL 2002, PHP, ABAP, dynamic programming languages such as Python, Ruby, and Groovy, or other programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the latter scenario, the remote computer may be connected to the user's computer through any type of network, including a local area network (LAN) or a wide area network (WAN) , or the connection may be made to an external computer (for example, through the Internet using an Internet Service Provider) or in a cloud computing environment or offered as a service such as a Software as a Service (SaaS) .

Furthermore, the recited order of processing elements or sequences, or the use of numbers, letters, or other designations therefore, is not intended to limit the claimed processes and methods to any order except as may be specified in the claims. Although the above disclosure discusses through various examples what is currently considered to be a variety of useful embodiments of the disclosure, it is to be understood that such detail is solely for that purpose, and that the appended claims are not limited to the disclosed embodiments, but, on the contrary, are intended to cover modifications and equivalent arrangements that are within the spirit and scope of the disclosed embodiments. For example, although the implementation of various components described above may be embodied in a hardware device, it may also be implemented as a software only solution, e.g., an installation on an existing server or mobile device.

Similarly, it should be appreciated that in the foregoing description of embodiments of the present disclosure, various features are sometimes grouped together in a single embodiment, figure, or description thereof for the purpose of streamlining the disclosure aiding in the understanding of one or more of the various embodiments. This method of disclosure, however, is not to be interpreted as reflecting an intention that the claimed subject matter requires more features than are expressly recited in each claim. Rather, claimed subject matter may lie in less than all features of a single foregoing disclosed embodiment.

Claims

A method for recommending a business line based on services, comprising:

obtaining location information of a user;

presenting at least one of the services based on correlation degrees between the services and the location information;

receiving a first service selection operation which is used to select a target service;

receiving a requirement confirmation operation; and

presenting at least one business line that includes the target service.
The method of claim 1, wherein the presenting the at least one of the services based on the correlation degrees between the services and the location information includes:

determining that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and

presenting a suggestion page including the at least one first service,

wherein the first service selection operation is used to select the target service in the suggestion page, and

wherein before receiving the requirement confirmation operation, the method further includes:

receiving an operation used to present the confirmation page; and

presenting the confirmation page including the target service in a selected status and other services in an unselected status.
The method of claim 2, wherein after the presenting the confirmation page, the method further includes:

receiving a second service selection operation which is to select other target services in the confirmation page.
The method of claim 1, wherein the presenting the at least one of the services based on the correlation degrees between the services and the location information includes:

determining that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and

presenting a confirmation page including the at least one first service;

wherein before the receiving the requirement confirmation operation, the method further includes:

receiving an operation used to present the confirmation page; and

presenting the confirmation page including the target service in a selected status and other services in an unselected status;

wherein the first service selection operation is used to select the target service in the confirmation page.
The method of claim 1, wherein the presenting the at least one of the services based on the correlation degrees between the services and the location information includes:

determining that all the correlation degrees between the services and the location information are less than a first threshold and a correlation degree between at least one second service and the location information is larger than or equal to a second threshold, wherein the at least one of the services includes the at least one second service and the second threshold is less than the first threshold; and

presenting a confirmation page, wherein the confirmation page includes the at least one of the services.
The method of claim 1, wherein the presenting the at least one of the services based on the correlation degrees between the services and the location information includes:

determining that all the correlation degrees between the services and the location information are less than a second threshold; and

presenting one or more services corresponding to a currently selected business line.
The method of any one or claims 1-5, wherein the presenting the at least one of the services based on the correlation degrees between the services and the location information includes:

presenting the at least one of the services based on the correlation degrees from high to low.
The method of any one or claims 1-5, wherein before the presenting the at least one of the services based on the correlation degrees between the services and the location information, the method further includes:

determining the correlation degrees between the services and the location information based on at least one of a correlation degree between the location information and services in historical service orders of the user, a correlation degree between the location information and services in service orders included in a database, or a correlation degree between the location information and external factors, the external factors including weather information and/or traffic information.
A device for recommending a business line based on services, comprising:

an obtaining module configured to obtain location information of a user;

a presenting module configured to present at least one of the services based on correlation degrees between the services and the location information; and

a receiving module configured to receive a first service selection operation which is used to select a target service and receive a requirement confirmation operation; and wherein

the presenting module is further configured to present at least one business line that includes the target service.
The device of claim 9, wherein to present the at least one of the services based on the correlation degrees between the services and the location information, the presenting module is configured to:

determine that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and

present a suggestion page including the at least one first service,

wherein the first service selection operation is used to select the target service in the suggestion page, and

wherein the receiving module is configured to receive an operation used to present the confirmation page before receiving the requirement confirmation operation; and

the presenting module is configured to present the confirmation page including the target service in a selected status and other services in an unselected status.
The device of claim 10, wherein the receiving module is configured to:

receive a second service selection operation which is to select other target services in the confirmation page after presenting the confirmation page.
The device of claim 9, wherein to present the at least one of the services based on the correlation degrees between the services and the location information, the presenting module is configured to:

determine that a correlation degree between at least one first service and the location information is larger than or equal to a first threshold, wherein the at least one of the services includes the at least one first service; and

present a confirmation page including the at least one first service; and

wherein the receiving module is configured to an operation used to present the confirmation page before receiving the requirement confirmation operation; and

the presenting module is configured to present the confirmation page including the target service in a selected status and other services in an unselected status; and

wherein the first service selection operation is used to select the target service in the confirmation page.
The device of claim 9, wherein to present the at least one of the services based on the correlation degrees between the services and the location information, the presenting module is configured to:

determine that all the correlation degrees between the services and the location information are less than a first threshold and a correlation degree between at least one second service and the location information is larger than or equal to a second threshold, wherein the at least one of the services includes the at least one second service and the second threshold is less than the first threshold; and

present a confirmation page, wherein the confirmation page includes the at least one of the services.
The device of claim 9, wherein to present the at least one of the services based on the correlation degrees between the services and the location information, the presenting module is configured to:

determine that all the correlation degrees between the services and the location information are less than a second threshold; and

present one or more services corresponding to a currently selected business line.
The device of any one or claims 9-13, wherein to present the at least one of the services based on the correlation degrees between the services and the location information, the presenting module is configured to:

present the at least one of the services based on the correlation degrees from high to low.
The device of any one or claims 9-13, wherein the obtaining module is further configured to:

before the presenting module presents the at least one of the services based on the correlation degrees between the services and the location information, determine the correlation degrees between the services and the location information based on at least one of a correlation degree between the location information and services in historical service orders of the user, a correlation degree between the location information and services in service orders included in a database, or a correlation degree between the location information and external factors, the external factors including weather information and/or traffic information.
A terminal device, comprising:

a storage device to store program instructions;

a processor, configured to invoke and execute the program instructions stored in the storage device to execute the method of any one of claims 1-8.
A computer readable storage medium storing computer programs, wherein when executed by a processor, the computer programs effectuate the method of any one of claims 1-8.
A system for Online to Offline (O2O) services, comprising:

a storage device to store a set of instructions; and

a processor, communicatively coupled to the storage device, to execute the set of instructions to:

obtain location information associated with a request for services provided by business lines;

determine, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information;

present at least one of the plurality of candidate services on a display device;

receive a user selection of a target service in the at least one of the plurality of candidate services; and

present at least one of the business lines associated with the target service on the display device.
The system of claim 19, wherein to present the at least one of the plurality of candidate services on the display device, the processor is to:

present at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.
The system of claim 20, wherein to receive the user selection of the target service in the at least one of the plurality of candidate services, the processor is to:

receive a first operation which is used to select the target service from the at least one first candidate service via the suggestion page;

present a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and

receive a second operation confirming the target service via the confirmation page.
The system of claim 21, wherein to receive the second operation confirming the target service via the confirmation page, the processor is to:

receive a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and

receive the second operation confirming the target service and the selected candidate service via the confirmation page.
The system of any of claims 20-22, wherein to receive the user selection of the target service in the at least one of the plurality of candidate services, the processor is to:

present the confirmation page including the at least one first candidate service;

receive the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and

receive the second operation confirming the target service via the confirmation page.
The system of any of claims 20-23, wherein to present the at least one of the plurality of candidate services on the display device, the processor is to:

present at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.
The system of claim 23, wherein to present the at least one of the plurality of candidate services on the display device, the processor is to:

present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.
The system of any of claims 19-25, wherein to present the at least one of the plurality of candidate services on the display device, the processor is to:

present the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.
The system of any of claims 19-26, wherein the location information comprises at least one of a start location associated with the request for services or a destination associated with the request for services.
The system of any of claims 19-27, wherein the processor is further to determine the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the request, historical service orders associated with other users, or reference information.
The system of claim 28, wherein the reference information comprises weather information or traffic information.
A method for Online to Offline (O2O) services, implemented on a computing device having at least one processor, at least one storage medium, and a communication platform connected to a network, the method comprising:

obtaining location information associated with a request for services provided by business lines;

determining, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information;

presenting at least one of the plurality of candidate services on a display device;

receiving a user selection of a target service in the at least one of the plurality of candidate services; and

presenting at least one of the business lines associated with the target service on the display device.
The method of claim 30, wherein the presenting at least one of the plurality of candidate services on a display device includes:

presenting at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.
The method of claim 31, wherein the receiving a user selection of a target service in the at least one of the plurality of candidate services includes:

receiving a first operation which is used to select the target service from the at least one first candidate service via the suggestion page;

presenting a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and

receiving a second operation confirming the target service via the confirmation page.
The method of claim 32, wherein the receiving a second operation confirming the target service via the confirmation page includes:

receiving a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and

receiving the second operation confirming the target service and the selected candidate service via the confirmation page.
The method of any of claims 31-33, wherein the receiving a user selection of a target service in the at least one of the plurality of candidate services includes:

presenting the confirmation page including the at least one first candidate service;

receiving the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and

receiving the second operation confirming the target service via the confirmation page.
The method of any of claims 31-34, wherein the presenting at least one of the plurality of candidate services on a display device includes:

presenting at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.
The method of claim 34, wherein the presenting at least one of the plurality of candidate services on a display device further includes:

presenting at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.
The method of any of claims 30-36, wherein the presenting at least one of the plurality of candidate services on a display device includes:

presenting the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.
The method of any of claims 30-37, wherein the location information comprises at least one of a start location associated with the request for services or a destination associated with the request for services.
The method of any of claims 30-38, further comprising:

determining the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the service request, historical service orders associated with other users, or reference information.
The method of claim 39, wherein the reference information comprises weather information or traffic information.
A system for Online to Offline (O2O) services, comprising:

an obtaining module configured to obtain location information associated with a request for services provided by business lines;

a determination module configured to determine, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information;

a first presenting module configured to present at least one of the plurality of candidate services on a display device; and

a receiving module configured to receive a user selection of a target service in the at least one of the plurality of candidate services; and

a second presenting module configured to present at least one of the business lines associated with the target service on the display device.
The system of claim 41, wherein to present the at least one of the plurality of candidate services on the display device, the first presenting module is configured to:

present at least one first candidate service in a suggestion page in response to determining that at least one correlation parameter between the at least one first candidate service and the location information is larger than or equal to a first threshold.
The system of claim 42, wherein to receive the user selection of the target service in the at least one of the plurality of candidate services, the receiving module is configured to:

receive a first operation which is used to select the target service from the at least one first candidate service via the suggestion page;

present a confirmation page including the selected target service and other unselected candidate services in the at least one first candidate service; and

receive a second operation confirming the target service via the confirmation page.
The system of claim 43, wherein to receive the second operation confirming the target service via the confirmation page, the receiving module is configured to:

receive a third operation which is used to select a candidate service from the unselected candidate services in the at least one first candidate service; and

receive the second operation confirming the target service and the selected candidate service via the confirmation page.
The system of any of claims 42-44, wherein to receive the user selection of the target service in the at least one of the plurality of candidate services, the receiving module is configured to:

present the confirmation page including the at least one first candidate service;

receive the first operation which is used to select the target service from the at least one first candidate service via the confirmation page; and

receive the second operation confirming the target service via the confirmation page.
The system of any of claims 42-45, wherein to present the at least one of the plurality of candidate services on the display device, the presenting module is configured to:

present at least one second candidate service in the confirmation page in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the first threshold and at least one second correlation parameter between the at least one second candidate service and the location information is larger than or equal to a second threshold, wherein the second threshold is less than the first threshold.
The system of claim 45, wherein to present the at least one of the plurality of candidate services on the display device, the first presenting module is configured to:

present at least one third candidate service corresponding to a default business line in response to determining that all the plurality of correlation parameters between the plurality of candidate services and the location information are less than the second threshold.
The system of any of claims 41-47, wherein to present the at least one of the plurality of candidate services on the display device, the first presenting module is configured to:

present the at least one of the plurality of candidate services based on values of the plurality of correlation parameters from high to low.
The system of any of claims 41-48, wherein the location information comprises at least one of a start location associated with the request for services or a destination associated with the request for services.
The system of any of claims 41-49, wherein the determination module is further configured to determine the plurality of correlation parameters between the plurality of candidate services and the location information based on at least one of historical service orders associated with a user who issues the request, historical service orders associated with other users, or reference information.
The system of claim 50, wherein the reference information comprises weather information or traffic information.
A non-transitory computer readable medium, comprising a set of instructions for Online to Offline (O2O) services, wherein when executed by at least one processor, the set of instructions direct the at least one processor to effectuate a method, the method comprising:

obtaining location information associated with a request for services provided by business lines;

determining, based on a plurality of correlation parameters between a plurality of candidate services and the location information, the plurality of candidate services associated with the location information;

presenting at least one of the plurality of candidate services on a display device;

receiving a user selection of a target service in the at least one of the plurality of candidate services; and

presenting at least one of the business lines associated with the target service on the display device.