CN104951920B - Service interface processing device and method - Google Patents
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Abstract
本申请实施例提供了一种服务界面处理装置和方法,所述装置包括:识别单元,用于识别获取的多个业务流程中,每一业务流程包括的多个功能操作;统计单元,用于统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作;关键次序获取单元,用于根据所述识别单元识别的每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序;界面生成单元,用于根据所述统计单元确定的关键功能操作,生成服务界面,并在所述服务界面显示所述关键次序获取单元确定的所述关键操作次序的提示信息。通过本申请实施例得到的服务界面,减少了用户操作时间,提高了操作效率。
The embodiment of the present application provides a service interface processing device and method, the device includes: an identification unit for identifying multiple functional operations included in each business process among the acquired multiple business processes; a statistical unit for counting the frequency of occurrence of different functional operations in the multiple business processes, and determining the key functional operations; the key sequence acquisition unit is used to obtain the operating sequence of multiple functional operations in each business process identified by the identification unit The key operation sequence of the key function operation; an interface generation unit, configured to generate a service interface according to the key function operation determined by the statistical unit, and display the key operation sequence determined by the key sequence acquisition unit on the service interface Prompt information. The service interface obtained through the embodiment of the present application reduces user operation time and improves operation efficiency.
Description
技术领域technical field
本申请涉及计算机技术领域,更具体的说是涉及一种服务界面处理装置和方法。The present application relates to the field of computer technology, and more specifically relates to a service interface processing device and method.
背景技术Background technique
服务界面是指客户代表等服务人员在为客户提供服务的时候,由服务系统输出的操作界面。The service interface refers to the operation interface output by the service system when service personnel such as customer representatives provide services to customers.
服务系统可以提供不同的功能操作,以呼叫中心为例,可以提供多媒体呼叫接入、快捷搜索、信息获取、工单填写、发送短消息等功能操作。The service system can provide different functional operations. Taking the call center as an example, it can provide functional operations such as multimedia call access, quick search, information acquisition, work order filling, and sending short messages.
而通过服务界面可以实现不同功能操作的快捷操作,但是由于服务界面显示内容有限,通过服务界面只能实现部分功能操作的快捷操作,对其他的功能操作,需要通过服务界面进入服务系统提供的其他功能界面实现。The shortcut operation of different functional operations can be realized through the service interface, but due to the limited display content of the service interface, the shortcut operation of some functional operations can only be realized through the service interface. For other functional operations, it is necessary to enter other functions provided by the service system through the service interface. Realization of functional interface.
为了提高服务人员的操作效率,现有技术中,通常根据功能操作的访问量来统计服务人员经常使用的功能操作,并将其作为快捷操作优先在服务界面显示,实现服务界面的优化。In order to improve the operation efficiency of the service personnel, in the prior art, the functional operations frequently used by the service personnel are usually counted according to the number of visits to the functional operations, and they are preferentially displayed on the service interface as shortcut operations to realize the optimization of the service interface.
但是,在实现本发明的过程中,发明人发现,现有的这种通过统计功能操作的访问量,来确定快捷操作并在服务界面显示的方式,无法深入揭示用户的在使用系统时的行为以及真实诉求等,统计数据不能够有效指导界面优化,使得操作效率仍较低。However, in the process of realizing the present invention, the inventor found that the existing way of determining the shortcut operation and displaying it on the service interface by counting the number of visits of the function operation cannot deeply reveal the behavior of the user when using the system As well as real appeals, etc., statistical data cannot effectively guide interface optimization, making the operation efficiency still low.
发明内容Contents of the invention
本申请实施例提供了一种服务界面处理装置和方法,提高了操作效率。Embodiments of the present application provide a service interface processing device and method, which improve operational efficiency.
为实现上述目的,本申请提供如下技术方案:In order to achieve the above object, the application provides the following technical solutions:
第一方面,提供了一种服务界面处理装置,包括:In a first aspect, a service interface processing device is provided, including:
识别单元,用于识别获取的多个业务流程中,每一业务流程包括的多个功能操作;An identification unit, configured to identify multiple functional operations included in each business process among the acquired multiple business processes;
统计单元,用于统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作;A statistical unit, configured to count the frequency of occurrence of different functional operations in the plurality of business processes, and determine key functional operations;
关键次序获取单元,用于根据所述识别单元识别的所述每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序;A key sequence acquisition unit, configured to acquire the key operation sequence of the key functional operations according to the operational sequence of multiple functional operations in each business process identified by the identification unit;
界面生成单元,用于根据所述统计单元确定的关键功能操作,生成服务界面,并在所述服务界面显示所述关键次序获取单元确定的所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。An interface generation unit, configured to generate a service interface according to the key function operations determined by the statistical unit, and display prompt information of the key operation order determined by the key order acquisition unit on the service interface, so as to prompt the user for any The next key function operation corresponding to the key function operation.
在所述第一方面的第一种可能实现方式中,所述统计单元具体用于统计所述多个业务流程中,出现频率大于第一预设值的功能操作,将所述功能操作作为关键功能操作。In the first possible implementation manner of the first aspect, the statistical unit is specifically configured to count functional operations whose frequency of occurrence is greater than a first preset value among the plurality of business processes, and use the functional operations as the key Functional operation.
结合所述第一方面或所述第一方面的第一种可能实现方式,还提供了所述第一方面的第二种可能实现方式,所述关键次序获取单元包括:In combination with the first aspect or the first possible implementation manner of the first aspect, a second possible implementation manner of the first aspect is also provided, wherein the key order obtaining unit includes:
第一获取单元,用于根据每一业务流程中的多个功能操作之间的操作次序,获取所述关键功能操作在每一业务流程中的操作次序;The first acquisition unit is configured to acquire the operation order of the key functional operations in each business process according to the operation order among multiple functional operations in each business process;
第二获取单元,用于根据所述第一获取单元获取的所述关键功能操作在每一业务流程中的操作次序,在所述多个业务流程中,将出现次数最多的所述关键功能操作的操作次序作为关键操作次序。The second acquisition unit is configured to, according to the operation order of the key function operations in each business process acquired by the first acquisition unit, among the plurality of business processes, the key function operation that occurs most frequently The sequence of operations is the key sequence of operations.
结合所述第一方面或所述第一方面的第一种可能实现方式,还提供了所述第一方面的第三种可能实现方式,所述关键次序获取单元包括:In combination with the first aspect or the first possible implementation manner of the first aspect, a third possible implementation manner of the first aspect is also provided, wherein the key order obtaining unit includes:
建立单元,用于建立每一业务流程对应的有向图,在所述有向图中,多个功能操作按照操作次序连接,形成具有方向的操作路径;The establishment unit is used to establish a directed graph corresponding to each business process, in which a plurality of functional operations are connected according to the operation order to form a directional operation path;
合并单元,用于将各个业务流程对应的有向图进行叠加,合并相同的功能操作以及操作路径,得到合并有向图;The merging unit is used to superimpose the directed graph corresponding to each business process, merge the same functional operation and operation path, and obtain the merged directed graph;
关键次序获取子单元,用于根据所述合并有向图中关键功能操作之间的操作路径,确定所述关键功能操作的操作次序;当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径;The key order acquisition subunit is used to determine the operation order of the key function operations according to the operation path between the key function operations in the merged directed graph; when any two key function operations have two operations with different operation directions When selecting a path, select the operation path with the most occurrences as the operation path for any two key function operations;
生成单元,用于将所述合并单元得到的合并有向图中非关键操作以及非关键功能操作对应的操作路径删除,得到包括所述关键功能操作以及关键功能操作的操作路径的关键有向图,所述关键有向图用于在生成的所述服务界面中显示或者作为所述服务界面显示的所述提示信息。A generating unit, configured to delete non-key operations and operation paths corresponding to non-key functional operations in the merged directed graph obtained by the merging unit, to obtain a key directed graph including the key functional operations and the operation paths of the key functional operations , the key directed graph is used for displaying in the generated service interface or as the prompt information displayed on the service interface.
结合所述第一方面或所述第一方面的上述任一种可能实现方式,在提供了所述第一方面的第四种可能实现方式,所述识别单元包括:In combination with the first aspect or any of the above possible implementation manners of the first aspect, a fourth possible implementation manner of the first aspect is provided, wherein the identification unit includes:
操作识别单元,用于识别获取的多个业务流程中,每一业务流程包括的多个执行操作;An operation identification unit, configured to identify multiple execution operations included in each business process among the acquired multiple business processes;
过滤单元,用于过滤掉所述操作识别单元识别的每一业务流程包括的多个执行操作中,满足过滤条件的执行操作,得到所述业务流程包括的功能操作。The filtering unit is configured to filter out the execution operations that satisfy the filtering condition among the execution operations included in each business process identified by the operation identification unit, and obtain the functional operations included in the business process.
结合所述第一方面或所述第一方面的上述任一种可能实现方式,还提供了所述第一方面的第五种可能实现方式,所述界面生成单元包括:In combination with the first aspect or any of the above possible implementation manners of the first aspect, a fifth possible implementation manner of the first aspect is also provided, the interface generation unit includes:
界面生成子单元,用于生成至少实现所述关键功能操作的服务界面;an interface generating subunit, configured to generate a service interface that at least realizes the key functional operation;
信息输出单元,用于当执行任一关键功能操作时,按照所述关键功能操作之间的关键操作次序,在所述界面生成子单元生成的服务界面中显示所述任一关键功能操作对应的下一个关键功能操作的提示信息。The information output unit is configured to display the corresponding information of any key function operation on the service interface generated by the interface generation subunit according to the key operation sequence between the key function operations when performing any key function operation. Prompt information for the next key function operation.
第二方面,提供了一种服务器,包括存储器和处理器;In a second aspect, a server is provided, including a memory and a processor;
所述存储器,用于存储获取的多个业务流程;The memory is used to store multiple acquired business processes;
所述处理器,用于识别所述存储器存储的多个业务流程中,每一业务流程包括的多个功能操作;根据所述多个业务流程中不同功能操作的出现频率,统计关键功能操作;根据每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序;根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键次序获取单元确定的所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。The processor is configured to identify multiple functional operations included in each business process among the multiple business processes stored in the memory; count key functional operations according to the frequency of occurrence of different functional operations in the multiple business processes; According to the operation sequence of multiple functional operations in each business process, the key operation sequence of the key functional operations is obtained; according to the key functional operations, a service interface is generated, and the key sequence acquisition unit is displayed on the service interface to determine The prompt information of the key operation sequence is used to remind the user of the next key function operation corresponding to any key function operation.
第三方面,提供了一种服务界面处理方法,包括:In the third aspect, a service interface processing method is provided, including:
识别获取的多个业务流程中,每一业务流程包括的多个功能操作;Identify multiple functional operations included in each business process among the acquired multiple business processes;
统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作;Counting the frequency of occurrence of different functional operations in the multiple business processes to determine key functional operations;
根据所述每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序;According to the operation sequence of multiple functional operations in each business process, obtain the key operation sequence of the key functional operations;
根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。According to the key function operation, a service interface is generated, and the prompt information of the key operation sequence is displayed on the service interface, so as to prompt the user for a next key function operation corresponding to any key function operation.
在所述第三方面的第一种可能实现方式中,所述根据所述每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序包括:In the first possible implementation manner of the third aspect, the obtaining the key operation sequence of the key functional operations according to the operation sequence of multiple functional operations in each business process includes:
根据每一业务流程中的多个功能操作之间的操作次序,获取所述关键功能操作在每一业务流程中的操作次序;Obtaining the operation sequence of the key functional operations in each business process according to the operation sequence among multiple functional operations in each business process;
在所述多个业务流程中,将出现次数最多的所述关键功能操作的操作次序作为关键操作次序。Among the plurality of business processes, the operation order of the key function operation that occurs most frequently is taken as the key operation order.
在所述第三方面的第二种可能实现方式中,所述根据所述每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序包括:In the second possible implementation manner of the third aspect, the obtaining the key operation sequence of the key functional operations according to the operation sequence of multiple functional operations in each business process includes:
建立每一业务流程对应的有向图,在所述有向图中,多个功能操作按照操作次序连接,形成具有方向的操作路径;Establishing a directed graph corresponding to each business process, in the directed graph, multiple functional operations are connected according to the operation sequence to form a directional operation path;
将各个业务流程对应的有向图进行叠加,合并相同的功能操作以及操作路径,得到合并有向图;Superimpose the directed graph corresponding to each business process, merge the same functional operation and operation path, and obtain the merged directed graph;
根据所述合并有向图中所述关键功能操作之间的操作路径,确定所述关键功能操作的操作次序;当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径;According to the operation path between the key function operations in the merged directed graph, determine the operation order of the key function operations; when any two key function operations have two operation paths with different operation directions, select the number of occurrences The most operation path is used as the operation path of any two key function operations;
将所述合并有向图中非关键功能操作以及非关键功能操作对应的操作路径删除,得到包括所述关键功能操作以及所述关键功能操作的操作路径的关键有向图,所述关键有向图用于在生成的所述服务界面中显示或者作为在所述服务界面显示的所述提示信息。Deleting non-key functional operations and operation paths corresponding to non-key functional operations in the merged directed graph to obtain a key directed graph including the key functional operations and the operation paths of the key functional operations, the key directed graph The picture is used for displaying in the generated service interface or as the prompt information displayed on the service interface.
结合所述第三方面或所述第三方面的上述任一种可能实现方式,还提供了所述第三方面的第三种可能实现方式,所述识别获取的多个业务流程中,每一业务流程包括的多个功能操作以及所述多个功能操作的操作次序包括:In combination with the third aspect or any of the above possible implementation manners of the third aspect, a third possible implementation manner of the third aspect is also provided, wherein among the multiple business processes acquired by the identification, each The multiple functional operations included in the business process and the operation sequence of the multiple functional operations include:
识别获取的多个业务流程中,每一业务流程包括的多个执行操作;Identify multiple execution operations included in each business process among the acquired multiple business processes;
过滤掉所述每一业务流程包括的多个执行操作中,满足过滤条件的执行操作,得到所述业务流程包括的功能操作。Among the multiple execution operations included in each business process, the execution operations that meet the filter condition are filtered out to obtain the functional operations included in the business process.
结合所述第三方面或所述第三方面的上述任一种可能实现方式,还提供了所述第三方面的第四种可能实现方式,根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作包括:In combination with the third aspect or any of the above possible implementations of the third aspect, a fourth possible implementation of the third aspect is also provided, in which a service interface is generated according to the key function operation, and the The service interface displays the prompt information of the key operation sequence to prompt the user that the next key function operation corresponding to any key function operation includes:
生成至少实现所述关键功能操作的服务界面;generating a service interface for at least implementing the key functional operations;
当执行任一关键功能操作时,按照所述关键功能操作之间的关键操作次序,在所述服务界面中显示所述任一关键功能操作对应的下一个关键功能操作的提示信息When performing any key function operation, according to the key operation sequence between the key function operations, the prompt information of the next key function operation corresponding to the any key function operation is displayed on the service interface
综上,本申请提供了一种服务界面处理装置和方法,该装置包括的识别单元对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;统计单元统计不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及关键次序获取单元确定出关键功能操作之间的关键操作次序,从而界面生成单元可以根据该关键功能操作,生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。To sum up, the present application provides a service interface processing device and method. The identification unit included in the device identifies the multiple business processes obtained, and determines the multiple functional operations included in each business process and the number of functional operations included in the multiple functional operations. The sequence of operations among them; the statistical unit counts the frequency of occurrence of different functional operations in multiple business processes, and determines the key functional operations, and the key sequence acquisition unit determines the key operation sequence between the key functional operations, so that the interface generation unit can be based on The key function operation generates a service interface, and at the same time, the prompt information of the key operation sequence between the key function operations is displayed on the service interface, so as to remind the user of the next key function operation corresponding to any key function operation. The key function operation is the function operation frequently used by the user, and the key operation sequence is the execution sequence of the key function operation frequently used by the user. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
附图说明Description of drawings
为了更清楚地说明本申请实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据提供的附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only It is an embodiment of the present application, and those skilled in the art can also obtain other drawings according to the provided drawings without creative work.
图1为本申请实施例提供的一种服务界面处理装置一个实施例的结构示意图;FIG. 1 is a schematic structural diagram of an embodiment of a service interface processing device provided by an embodiment of the present application;
图2为本申请实施例提供的一种服务界面处理装置另一个实施例中识别单元的结构示意图;FIG. 2 is a schematic structural diagram of an identification unit in another embodiment of a service interface processing device provided by an embodiment of the present application;
图3为本申请实施例提供的一种服务界面处理装置又一个实施例中界面生成单元的结构示意图;Fig. 3 is a schematic structural diagram of an interface generation unit in another embodiment of a service interface processing device provided by an embodiment of the present application;
图3a为本申请实施例提供的一种服务界面的显示示意图;FIG. 3a is a schematic display of a service interface provided by an embodiment of the present application;
图3b为本申请实施例提供的另一种服务界面的显示示意图;Fig. 3b is a schematic display diagram of another service interface provided by the embodiment of the present application;
图4为本申请实施例提供的一种服务界面处理装置又一个实施例中关键次序获取单元的结构示意图;FIG. 4 is a schematic structural diagram of a key sequence acquisition unit in another embodiment of a service interface processing device provided in an embodiment of the present application;
图5为本申请实施例提供的一种服务界面处理装置又一个实施例中关键次序获取单元的结构示意图;FIG. 5 is a schematic structural diagram of a key order acquisition unit in another embodiment of a service interface processing device provided by an embodiment of the present application;
图5a为本申请实施例中业务流程对应的有向图;Figure 5a is a directed graph corresponding to the business process in the embodiment of the present application;
图5b为本申请实施例中业务流程对应的合并有向图;Figure 5b is a merged directed graph corresponding to the business process in the embodiment of the present application;
图5c为本申请实施例中业务流程对应的关键有向图;Figure 5c is a key directed graph corresponding to the business process in the embodiment of the present application;
图5d为本申请实施例提供的又一种服务界面的显示示意图;Fig. 5d is a schematic display diagram of another service interface provided by the embodiment of the present application;
图6为本申请实施例提供的一种服务器一个实施例的结构示意图;FIG. 6 is a schematic structural diagram of an embodiment of a server provided by an embodiment of the present application;
图7为本申请实施例提供的一种服务界面处理方法一个实施例的流程图;FIG. 7 is a flowchart of an embodiment of a method for processing a service interface provided by an embodiment of the present application;
图8为本申请实施例提供的一种服务界面处理方法另一个实施例的部分流程图;FIG. 8 is a partial flow chart of another embodiment of a method for processing a service interface provided by an embodiment of the present application;
图9为本申请实施例提供的一种服务界面处理方法又一个实施例的部分流程图;FIG. 9 is a partial flow chart of another embodiment of a service interface processing method provided by the embodiment of the present application;
图10为本申请实施例的的一种服务界面处理方法又一个实施例的部分流程图;FIG. 10 is a partial flowchart of another embodiment of a method for processing a service interface according to an embodiment of the present application;
图11为本申请实施例的的一种服务界面处理方法又一个实施例的部分流程图。Fig. 11 is a partial flowchart of another embodiment of a service interface processing method according to the embodiment of the present application.
具体实施方式Detailed ways
下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本申请一部分实施例,而不是全部的实施例。基于本申请中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.
在本申请实施例中,对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;并根据不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及关键功能操作之间的关键操作次序,从而根据该关键功能操作,生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操为用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In the embodiment of the present application, the obtained multiple business processes are identified, and the multiple functional operations included in each business process and the operation sequence between the multiple functional operations are determined; Determine the key functional operations and the key operation sequence between key functional operations, so as to generate a service interface according to the key functional operation, and display the key operation sequence prompts between key functional operations on the service interface at the same time information to prompt the user for the next key function operation corresponding to any key function operation. The key function operation is the function operation frequently used by the user, and the key operation sequence is the execution sequence of the key function operation frequently used by the user. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
图1为本申请实施例提供的一种服务界面处理装置一个实施例的结构示意图,该装置可以包括:FIG. 1 is a schematic structural diagram of an embodiment of a service interface processing device provided in an embodiment of the present application. The device may include:
识别单元101,用于识别获取的多个业务流程中,每一业务流程包括的多个功能操作。The identifying unit 101 is configured to identify multiple functional operations included in each business process among the acquired multiple business processes.
可以根据实际应用情况获取预设数量个或者获取预设时间段内的多个业务流程。A preset number or multiple business processes within a preset time period can be obtained according to actual application conditions.
每一业务流程包括的功能操作个数根据用户实际操作情况不同而不同,根据操作时间的不同,功能操作之间具有操作次序。The number of functional operations included in each business process varies according to the actual operation of the user, and there is an operational sequence among functional operations according to the operation time.
一个业务流程通常具有起始点和结束点,在呼叫中心系统中,一个业务流程通常起始于接听电话开始,结束于检测到下一通电话请求,因此可以根据起始点或结束点识别出不同的业务流程。A business process usually has a start point and an end point. In a call center system, a business process usually begins with answering a call and ends with the detection of the next call request. Therefore, different businesses can be identified according to the start point or end point process.
其中,可以从操作日志记录中,获取多个业务流程,并识别出每一业务流程包括的多个功能操作。Wherein, multiple business processes can be obtained from the operation log records, and multiple functional operations included in each business process can be identified.
操作日志记录了用户使用服务系统时执行的不同功能操作,在操作日志中业务流程中的每一个功能操作都具有唯一的标识,每个业务流程的起始点或结束点都对应有开始标识或结束标识,根据开始标识或结束标识可以区别业务流程。The operation log records the different functional operations performed by the user when using the service system. In the operation log, each functional operation in the business process has a unique identifier, and the start or end point of each business process corresponds to the start or end Identification, business processes can be distinguished according to the start identification or end identification.
该操作日志记录可以是由客户端抓取的用户行为数据生成的。The operation log record may be generated from user behavior data captured by the client.
例如,如下一段数据操作日志中记录了一个业务流程的数据:For example, the data of a business process is recorded in the following data operation log:
2012-03-2107:44:45,919{tag:_start};2012-03-21 07:44:45,919{tag:_start};
2012-03-2107:44:46,716{tag:input,id:id_a,name:A};2012-03-21 07:44:46,716{tag:input,id:id_a,name:A};
2012-03-2107:44:47,935{tag:input,id:id_c,name:C};2012-03-21 07:44:47,935{tag:input,id:id_c,name:C};
2012-03-2107:44:48,575{tag:input,id:id_g,name:G};2012-03-21 07:44:48,575{tag:input,id:id_g,name:G};
2012-03-2107:44:51,888{tag:input,id:id_h,name:H};2012-03-21 07:44:51,888{tag:input,id:id_h,name:H};
2012-03-2107:44:53,466{tag:input,id:id_l,name:L};2012-03-21 07:44:53,466{tag:input,id:id_l,name:L};
2012-03-2107:44:53,466{tag:input,id:id_m,name:M};2012-03-21 07:44:53,466{tag:input,id:id_m,name:M};
2012-03-2107:46:55,990{tag:input,id:id_o name:O};2012-03-21 07:46:55,990{tag:input,id:id_o name:O};
2012-03-2107:44:43,575{tag:_start}。2012-03-21 07:44:43,575{tag:_start}.
其中,2012-03-2107:44:45,919等表示操作时间,如2012年3月21日,7点44分45秒919毫秒;Among them, 2012-03-2107:44:45,919, etc. represent the operation time, such as March 21, 2012, 7:44:45:919 milliseconds;
tag表示页面中标签的类型,标签是指功能操作对应的控件,例如输入框、表单等,“start”和“input”为类型值,“start”表示开始类型,“input”表示输入类型;tag indicates the type of label in the page, and the label refers to the control corresponding to the functional operation, such as an input box, a form, etc., "start" and "input" are type values, "start" indicates the start type, and "input" indicates the input type;
id表示标签的标识,“id-a”、“id-b”等表示标识值;id indicates the identification of the label, "id-a", "id-b", etc. indicate the identification value;
name表示标签的名称,“A”、“B”、“C”等为名称值,例如“输入框”,“表单”等。name indicates the name of the label, "A", "B", "C" and so on are the name values, such as "input box", "form" and so on.
需要说明的是,上述只是示例性说明业务流程的数据,在实际应用中,业务流程的数据还可以包括动作类型(如鼠标单击、双击或者键盘输入等)、操作元素描述(如操作页面地址)等数据。It should be noted that the above is just an example to illustrate the data of the business process. In practical applications, the data of the business process can also include action types (such as mouse click, double-click or keyboard input, etc.), operation element descriptions (such as operation page address ) and other data.
结合上述数据,根据类型值“start”,可以识别一个业务流程,为了方便描述功能操作,本实施例中以标签的名称唯一标识功能操作。Combined with the above data, a business process can be identified according to the type value "start". In order to facilitate the description of the functional operation, the name of the label is used to uniquely identify the functional operation in this embodiment.
因此,该业务流程中的功能操作包括A、C、G、H、L、M、O,各个功能操作之间根据操作时间的不同,具有操作次序,操作次序决定了功能操作之间的执行先后顺序,例如该业务流程中执行功能操作A之后,执行的下一个功能操作为功能操作C等。Therefore, the functional operations in this business process include A, C, G, H, L, M, O, and each functional operation has an operation sequence according to the difference in operation time, and the operation sequence determines the execution order of the functional operations Sequence, for example, after functional operation A is executed in the business process, the next functional operation to be executed is functional operation C, etc.
其中,为了能够快速实现功能操作的识别,本申请实施例可以采用MD5(MessageDigest Algorithm,消息摘要算法第五版)摘要的方式进行识别。Wherein, in order to quickly realize the identification of the functional operation, the embodiment of the present application may use the MD5 (Message Digest Algorithm, message digest algorithm fifth edition) digest for identification.
具体的,可以是将每个功能操作中的标签的名称、标签的类型、操作页面地址、动作类型等数据作为MD5的输入因子,各输入因子之间可以通过“#”间隔,组成字符串,然后对该字符串通过MD5摘要算法,得到MD5摘要,根据不同的实际情况,作为输入因子的数据可以不同,其中,在一种可能实现方式中,至少可以将每个功能操作的标签的名称以及操作页面地址作为输入因子,即可以通过得到的MD5摘要实现功能操作的识别。Specifically, data such as the label name, label type, operation page address, and action type in each functional operation can be used as MD5 input factors, and the input factors can be separated by "#" to form a character string. Then the string is passed through the MD5 digest algorithm to obtain the MD5 digest. According to different actual situations, the data used as input factors can be different, wherein, in one possible implementation, at least the name of the label of each function operation and The address of the operation page is used as an input factor, that is, the identification of the functional operation can be realized through the obtained MD5 summary.
在进行功能操作识别时,首先将待识别的数据转换为MD5摘要,并与预设MD5摘要进行匹配,若存在匹配的预设MD5摘要,该预设MD5摘要对应的功能操作,即为待识别的数据对应的功能操作。When performing functional operation recognition, the data to be recognized is first converted into an MD5 digest, and matched with the preset MD5 digest. If there is a matching preset MD5 digest, the functional operation corresponding to the preset MD5 digest is the one to be recognized. The corresponding functional operation of the data.
该预设MD5摘要可以预先根据功能操作的业务流程的数据生成,并保存预设MD5摘要与相应功能操作的对应关系。The preset MD5 digest can be generated in advance according to the data of the business process of the functional operation, and the corresponding relationship between the preset MD5 digest and the corresponding functional operation is saved.
统计单元102,用于统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作。The statistical unit 102 is configured to count the occurrence frequency of different functional operations in the plurality of business processes, and determine key functional operations.
关键功能操作可以是指用户使用频繁的功能操作。Key functional operations may refer to functional operations frequently used by users.
更具体的,可以是出现频率大于第一预设值的功能操作,为关键功能操作。该出现频率是指功能操作在多个业务流程中出现的相对次数,具体的可以是功能操作的出现次数与业务流程总数量的比值。More specifically, a functional operation whose occurrence frequency is greater than a first preset value may be a key functional operation. The frequency of occurrence refers to the relative number of occurrences of functional operations in multiple business processes, and specifically may be a ratio of the number of occurrences of functional operations to the total number of business processes.
当然,本申请实施例中,也可以根据功能操作的出现次数,来确定关键功能操作,将出现次数大于一定阈值的功能操作作为关键功能操作。Of course, in this embodiment of the present application, key functional operations may also be determined according to the occurrence times of the functional operations, and functional operations whose occurrence times are greater than a certain threshold are regarded as key functional operations.
在多个业务流程中的至少部分业务流程可能包括相同的功能操作,在同一业务流程中也可能包括相同的功能操作,只是在业务流程中的操作次序不一样。功能操作出现频率的大小表明了用户是否经常使用该功能操作。At least some of the business processes in multiple business processes may include the same functional operations, and the same functional operations may also be included in the same business process, but the order of operations in the business processes is different. The frequency of occurrence of a functional operation indicates whether the user frequently uses the functional operation.
因此根据多个业务流程中的不同功能操作的出现频率,可以确定出关键功能操作。Therefore, key functional operations can be determined according to the frequency of occurrence of different functional operations in multiple business processes.
其中,在一种实现可能实现方式中,该第一预设值可以具体为1,第一预设值为1时,出现频率大于第一预设值的功能操作为关键功能操作的一个实际场景为:Wherein, in a possible implementation manner, the first preset value may specifically be 1, and when the first preset value is 1, a functional operation whose occurrence frequency is greater than the first preset value is an actual scene of a key functional operation for:
关键功能操作在多个业务流程的每个业务流程中必然出现。Key functional operations are necessarily present in each of the multiple business processes.
多个业务流程中的每个业务流程必然包括的功能操作为关键功能操作。The functional operations necessarily included in each of the multiple business processes are key functional operations.
另一个实际场景为:Another practical scenario is:
多个业务流程中的其中一部分业务流程的每个业务流程中包括多个关键功能操作,而另一部分业务流程的每个业务流程不包括关键功能操作。Each business process of a part of the multiple business processes includes multiple key functional operations, while each business process of the other part of the business processes does not include key functional operations.
当然,在多个业务流程的每一业务流程中不包括相同的功能操作的实际场景时,该预设值可以是小于或等于1的数值,可以根据实际应用情况确定。Of course, when the actual scenario of the same functional operation is not included in each of the multiple business processes, the preset value may be a value less than or equal to 1, which may be determined according to actual application conditions.
其中,功能操作的出现频率可以根据功能操作在多个业务流程中的出现次数确定,例如10个业务流程中,第一功能操作出现次数为8,则该第一功能操作的出现频率即为8/10=0.8,第二功能操作出现次数为12,则该第二功能操作的出现频率即为12/10=1.2。Wherein, the occurrence frequency of the functional operation can be determined according to the occurrence frequency of the functional operation in multiple business processes. For example, in 10 business processes, if the occurrence frequency of the first functional operation is 8, then the occurrence frequency of the first functional operation is 8 /10=0.8, and the occurrence frequency of the second function operation is 12, then the occurrence frequency of the second function operation is 12/10=1.2.
关键次序获取单元103,用于根据所述识别单元101识别的每一业务流程中多个功能操作之间的操作次序,获取所述关键功能操作之间的关键操作次序。The key sequence obtaining unit 103 is configured to obtain the key operation sequence among the key functional operations according to the operation sequence between multiple functional operations in each business process identified by the identification unit 101 .
由于识别单元101识别的每一业务流程中的各个功能操作具有操作时间,因此,根据操作时间可以确定各个功能操作之间的操作次序。Since each functional operation in each business process identified by the identification unit 101 has an operation time, the operation order among each functional operation can be determined according to the operation time.
而根据关键功能操作在各个业务流程中的操作次序,即可以确定出关键功能操作之间的关键操作次序。关键操作次序决定了用户较频繁使用的各个关键功能操作的执行先后顺序。According to the operation sequence of key functional operations in each business process, the key operation sequence among key functional operations can be determined. The order of key operations determines the order in which key functions that are frequently used by users are executed.
例如假设获取的多个业务流程具体为5个,第1个业务流程包括的功能操作按照操作次序排列为:A→C→G→H→L→M→R;For example, assuming that there are five specific business processes obtained, the functional operations included in the first business process are arranged in the order of operations: A→C→G→H→L→M→R;
第2个业务流程包括的功能操作按照操作次序排列为:C→G→H→J→L→M→O→R;The functional operations included in the second business process are arranged in the order of operations: C→G→H→J→L→M→O→R;
第3个业务流程包括的功能操作按照操作次序排列为:B→C→G→H→J→L→M→O→R;The functional operations included in the third business process are arranged according to the order of operations: B→C→G→H→J→L→M→O→R;
第4个业务流程包括的功能操作按照操作次序排列为:B→C→D→G→H→M→R→S;The functional operations included in the fourth business process are arranged in the order of operations: B→C→D→G→H→M→R→S;
第5个业务流程包括的功能操作按照操作次序排列为:C→D→G→I→M→O→R。The functional operations included in the fifth business process are arranged in the order of operations: C→D→G→I→M→O→R.
根据上述5个业务流程中不同功能操作的出现频率,可以确定出关键功能操作。According to the occurrence frequency of different functional operations in the above five business processes, the key functional operations can be determined.
假设每一业务流程中必然出现的功能操作为关键功能操作,可知5个业务流程中的关键功能操作为C、G、M、R。而根据各个业务流程中功能操作的操作次序,按照操作时间的先后顺序,可以得到在5业务流程中,关键功能操作的操作次序均为:C→G→M→R,因此该操作次序即作为关键功能操作的关键操作次序。Assuming that the functional operations that must appear in each business process are key functional operations, it can be seen that the key functional operations in the five business processes are C, G, M, and R. According to the operation sequence of functional operations in each business process and the order of operation time, it can be obtained that in the 5 business processes, the operation sequence of key functional operations is: C→G→M→R, so the operation sequence is as The key sequence of operations for key functional operations.
界面生成单元104,用于根据所述统计单元102确定的关键功能操作,生成服务界面,并在所述服务界面显示所述关键次序获取单元103确定的关键功能操作之间关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。The interface generation unit 104 is configured to generate a service interface according to the key function operations determined by the statistics unit 102, and display prompt information of the key operation order between the key function operations determined by the key order acquisition unit 103 on the service interface , to prompt the user for the next key function operation corresponding to any key function operation.
确定出关键功能操作,即可生成至少可以实现所述关键功能操作的服务界面。After the key functional operations are determined, a service interface that can at least realize the key functional operations can be generated.
同时,在该服务界面显示关键功能操作之间关键操作次序的提示信息,从而实现提示用户每一关键功能操作对应的下一个关键功能操作,使得用户通过服务界面执行一个关键功能操作时,能够快速的确定出下一个可能要执行的关键功能操作,实现了功能操作的智能推荐。At the same time, the prompt information of the key operation sequence between the key function operations is displayed on the service interface, so as to remind the user of the next key function operation corresponding to each key function operation, so that when the user performs a key function operation through the service interface, he can quickly The next key functional operation that may be performed is determined accurately, and the intelligent recommendation of functional operation is realized.
在本实施例中,识别单元对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;统计单元统计不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及关键次序获取单元确定出关键功能操作之间的关键操作次序,从而界面生成单元可以根据该关键功能操作,生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此使得用户在执行业务流程时,可以用最短时间确定出需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, the identifying unit identifies the acquired multiple business processes, and determines the multiple functional operations included in each business process and the operation sequence between the multiple functional operations; the statistical unit counts different functional operations in multiple The frequency of occurrence in the business process determines the key functional operations, and the key sequence acquisition unit determines the key operation sequence among the key functional operations, so that the interface generation unit can generate the service interface according to the key functional operations, and at the same time in the service interface Display the prompt information of the key operation sequence among the key function operations, so as to prompt the user for the next key function operation corresponding to any key function operation. The key function operation is the function operation frequently used by the user, and the key operation sequence is the execution sequence of the key function operation frequently used by the user. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
其中,在本申请实施例的一个应用场景中,识别单元101识别获取的多个业务流程,该多个业务流程具体可以是一个客户端获取的,因此可以根据不同客户端获取的业务流程,实现不同服务界面的生成,由于不同用户应用服务系统时经常使用的功能操作也存在一定的差异,而通过本申请实施例可以使得生成的服务界面为符合特定用户使用需求的服务界面,实现了用户个性化服务界面的生成,进一步提高了操作效率。Wherein, in an application scenario of the embodiment of the present application, the identification unit 101 identifies multiple business processes obtained, and the multiple business processes may be specifically obtained by one client, so it may be realized according to the business processes obtained by different clients. For the generation of different service interfaces, there are certain differences in the functional operations that are often used by different users when using the service system. However, through the embodiment of the present application, the generated service interface can be made to meet the needs of specific users, and the user's individuality can be realized. The generation of the service interface further improves the operation efficiency.
其中,识别单元101可以周期性被触发执行,从而使得该服务界面处理装置可以周期性执行。Wherein, the identification unit 101 can be triggered to execute periodically, so that the service interface processing apparatus can be executed periodically.
由于一个业务流程中包括的操作不只包括服务系统能够提供的功能操作,还可能包括其他无意义的操作,例如无名称、无标识的操作等,这些操作可能是由于用户操作服务界面中的无信息输出区域触发的,例如快速的重复点击空白操作区域触发的操作,这些操作同样会在业务流程中记录。Since the operations included in a business process include not only the functional operations that the service system can provide, but also other meaningless operations, such as operations without names and labels, these operations may be due to the lack of information in the user operation service interface. The actions triggered by the output area, such as rapid and repeated clicks on the blank operation area, will also be recorded in the business process.
为了快速识别出功能操作,在本申请实施例提供的一种服务界面处理装置另一个实施例中,如图2所示,该识别单元101可以进一步包括:In order to quickly identify functional operations, in another embodiment of a service interface processing device provided in an embodiment of the present application, as shown in FIG. 2 , the identification unit 101 may further include:
操作识别单元201,用于识别获取的多个业务流程中,每一业务流程包括的多个操作。The operation identifying unit 201 is configured to identify multiple operations included in each business process among the acquired multiple business processes.
过滤单元202,用于过滤掉每一业务流程中满足过滤条件的操作,得到所述业务流程包括的功能操作。The filtering unit 202 is configured to filter out operations satisfying the filtering conditions in each business process, and obtain functional operations included in the business process.
该过滤条件可以根据实际应用情况设置。The filter condition can be set according to actual application conditions.
作为一种可能的实现方式,该过滤条件可以是指无标签名称或无标签标识等的操作。As a possible implementation manner, the filter condition may refer to operations such as no-label name or no-label identifier.
通过业务流程中每一操作对应的数据是否包括标签的名称或标签的标识等,如包括标签的名称或标签的标识,即可确定出该操作为功能操作。According to whether the data corresponding to each operation in the business process includes the name of the label or the identification of the label, etc., such as including the name of the label or the identification of the label, it can be determined that the operation is a functional operation.
作为另一种可能的实现方式,还可以将同一业务流程中连续出现次数大于一定阈值的操作,确定为无意义的操作。连续出现次数较多的操作表明该操作可能是用户无意识的操作,或者执行的恶性操作,将其确定为无意义的操作过滤掉,可以提高关键功能操作确定的准确性。As another possible implementation manner, operations that occur consecutively in the same business process more than a certain threshold may also be determined as meaningless operations. Operations with a large number of consecutive occurrences indicate that the operation may be an unintentional operation by the user, or a malicious operation performed by the user. Filtering out operations that are determined to be meaningless can improve the accuracy of determining key function operations.
其中,界面生成单元104根据统计单元102确定的关键功能操作,生成的服务界面,在服务界面中可以展现能够实现该关键功能操作的控件,通过操作控件可以实现相应的关键功能操作。Wherein, the interface generating unit 104 generates a service interface according to the key function operation determined by the statistics unit 102, and controls capable of realizing the key function operation can be displayed in the service interface, and the corresponding key function operation can be realized by operating the control.
界面生成单元104在生成服务界面中,显示的所述关键操作次序的提示信息,该提示信息可以有多种实现方式,例如在操作次序相邻的两个关键功能操作对应的控件之间设置箭头指示标识,在服务界面预定位置显示文字提示框“下一关键功能操作为XX”等。其中,通过在操作次序相邻的两个关键功能操作对应的控件之间设置箭头指示标识,可以进一步提高确定下一个关键功能操作的效率。When the interface generation unit 104 generates the service interface, the prompt information of the key operation order displayed can be implemented in various ways, for example, an arrow is set between controls corresponding to two key function operations adjacent to the operation order Indicating signs, displaying a text prompt box "The next key function operation is XX" etc. at a predetermined position on the service interface. Wherein, the efficiency of determining the next key function operation can be further improved by setting an arrow indicating mark between controls corresponding to two key function operations adjacent to the operation sequence.
作为另一种可能的实现方式,如图3所示,在本申请实施例提供的一种服务界面处理装置又一个实施例中,该界面生成单元104可以进一步包括:As another possible implementation, as shown in FIG. 3 , in yet another embodiment of a service interface processing device provided in an embodiment of the present application, the interface generating unit 104 may further include:
界面生成子单元301,用于生成至少实现所述关键功能操作的服务界面。The interface generation subunit 301 is configured to generate a service interface that at least realizes the key functional operation.
信息输出单元302,用于当执行任一关键功能操作时,按照所述关键功能操作之间的关键操作次序,在所述界面生成子单元301生成的服务界面中显示所述任一关键功能操作的下一个关键功能操作的提示信息。The information output unit 302 is configured to display any key function operation in the service interface generated by the interface generating subunit 301 according to the key operation sequence among the key function operations when performing any key function operation Prompt information for the next key function operation.
在生成的服务界面中,可以至少实现所述关键功能操作。In the generated service interface, at least the key functional operations can be realized.
当用户通过所述界面生成子单元生成的服务界面执行任一个关键功能操作时,可以根据所述关键功能操作之间的关键操作次序,在生成的服务界面中显示所述任一个关键功能操作的下一个关键功能操作的提示信息。When the user executes any key function operation through the service interface generated by the interface generating subunit, the generated service interface can display the information of any key function operation according to the key operation sequence among the key function operations. Prompt information for the next key function operation.
例如图3a中,示出了界面生成子单元生成的一种服务界面的显示示意图,该服务界面至少可以实现关键功能操作C、G、M、R,在服务界面中展现关键功能操作C、G、M、R的控件200。C、G、M、R的关键操作次序为:C→G→M→R。For example, in Fig. 3a, it shows a schematic display diagram of a service interface generated by the interface generation subunit, the service interface can at least realize the key functional operations C, G, M, R, and display the key functional operations C, G in the service interface , M, R controls 200. The key operation sequence of C, G, M, R is: C→G→M→R.
当前执行关键功能操作G时,根据关键操作次序,可知下一个可能要执行的关键操作为关键功能操作M,则此时,服务界面可以如图3b所示,关键功能操作G对应的控件G和关键功能操作M对应的控件M之间显示由控件G指向控件M的箭头标识300,该箭头标识300即为显示的提示信息。用户根据该箭头标识300,可以快速确定出关键功能操作M,减少了在服务界面中进行查找的时间。When the key function operation G is currently executed, according to the sequence of key operations, it can be seen that the next key operation that may be performed is the key function operation M. At this time, the service interface can be as shown in Figure 3b. An arrow mark 300 pointing from the control G to the control M is displayed between the controls M corresponding to the key function operation M, and the arrow mark 300 is the displayed prompt information. According to the arrow mark 300, the user can quickly determine the key function operation M, which reduces the search time in the service interface.
在本实施例中,在生成的服务界面中显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为统计的用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, the prompt information of the key operation sequence among the key function operations is displayed on the generated service interface, so as to remind the user of the next key function operation corresponding to any key function operation. The key function operations are statistically frequently used functional operations by users, and the key operation sequence is the execution order of the more frequently used key function operations by users. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
其中,关键次序获取单元103根据所述识别单元识别的每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序可以有多种实现方式。Wherein, the key sequence acquisition unit 103 can obtain the key operation sequence of the key functional operations according to the operation sequence of multiple functional operations in each business process identified by the identification unit, and there may be multiple implementations.
在一种可能的实现方式中,如图4所示,在本申请实施例提供的一种服务界面处理装置的又一个实施例中,该关键次序获取单元103可以进一步包括:In a possible implementation, as shown in FIG. 4 , in yet another embodiment of a service interface processing device provided in an embodiment of the present application, the key order acquiring unit 103 may further include:
第一获取单元401,用于根据每一业务流程中的多个功能操作之间的操作次序,获取所述关键功能操作在每一业务流程中的操作次序。The first obtaining unit 401 is configured to obtain the operation sequence of the key functional operations in each business process according to the operation sequence among multiple functional operations in each business process.
第二获取单元402,用于根据第一获取单元401获取的操作次序,在所述多个业务流程中,将出现次数最多的所述关键功能操作的操作次序作为所述关键功能操作的关键操作次序。由于关键功能操作在每一业务流程中的操作次序可能不一样,例如对于关键功能操作C、G、M、R,在一个业务流程中的操作次序可能为C→G→M→R,在另一个业务流程中的操作次序可能为C→G→R→M,或者C→R→G→M。The second acquisition unit 402 is configured to, according to the operation order acquired by the first acquisition unit 401, among the plurality of business processes, take the operation order of the key function operation that occurs most frequently as the key operation of the key function operation order. Since the operation sequence of key functional operations in each business process may be different, for example, for key functional operations C, G, M, R, the operation sequence in one business process may be C→G→M→R, and in another The sequence of operations in a business process may be C→G→R→M, or C→R→G→M.
根据第一获取单元401获取到关键功能操作在每一业务流程中的操作次序,第二获取单元402可以将出现次数最多所述关键功能操作的操作次序作为关键操作次序。According to the operation order of key function operations in each business process acquired by the first acquisition unit 401, the second acquisition unit 402 may use the operation order of the key function operations that occurs most frequently as the key operation order.
在另一种可能实现方式中,如图5所示,在本申请实施例提供的一种服务界面处理装置的又一个实施例中,该关键次序获取单元103可以进一步包括:In another possible implementation, as shown in FIG. 5 , in yet another embodiment of a service interface processing device provided in an embodiment of the present application, the key order obtaining unit 103 may further include:
建立单元501,用于建立每一业务流程对应的有向图,在所述有向图中,多个功能操作按照操作次序连接,形成具有方向的操作路径;The establishing unit 501 is configured to establish a directed graph corresponding to each business process, in which a plurality of functional operations are connected according to an operation sequence to form an operation path with directions;
合并单元502,用于将各个业务流程对应的有向图进行叠加,合并相同的功能操作以及操作路径,得到合并有向图;The merging unit 502 is configured to superimpose the directed graph corresponding to each business process, merge the same functional operation and operation path, and obtain the merged directed graph;
关键次序获取子单元503,用于根据所述合并有向图中关键功能操作之间的操作路径,确定关键功能操作的操作次序;当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径;The key order acquisition subunit 503 is used to determine the operation order of the key function operations according to the operation paths between the key function operations in the merged directed graph; when any two key function operations have two operation paths with different operation directions When , select the operation path with the most occurrences as the operation path of any two key function operations;
生成单元504,用于将所述合并单元502得到的合并有向图中非关键功能操作以及非关键功能操作对应的操作路径删除,得到包括所述关键功能操作关键有向图,同样,在关键有向图中,当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径;The generation unit 504 is configured to delete non-key functional operations and operation paths corresponding to non-key functional operations in the merged directed graph obtained by the merging unit 502, to obtain a key directed graph including the key functional operations. Similarly, in the key In a directed graph, when any two key function operations have two operation paths with different operation directions, select the operation path with the most occurrences as the operation path of any two key function operations;
通过有向图的方式,通过得到的合并有向图可以快速确定出关键功能操作之间的操作路径。当然该合并有向图还可以用于其他业务应用,例如快速确定热门的功能操作以及操作路径等。By means of a directed graph, the operation path between key functional operations can be quickly determined through the obtained merged directed graph. Of course, the merged directed graph can also be used in other business applications, such as quickly determining popular functional operations and operation paths.
该关键有向图中仅包括关键功能操作以及关键功能操作之间的操作路径。The key directed graph includes only key functional operations and operation paths between key functional operations.
该关键有向图可以在生成的所述服务界面中显示。The key directed graph can be displayed in the generated service interface.
仍以上述5个业务流程为例,如图5a,示出了5个业务流程分别对应的有向图,图5b为图5a中5个业务流程对应的有向图合并后的合并有向图,图5c为图5b对应的关键有向图。Still taking the above five business processes as an example, Figure 5a shows the directed graphs corresponding to the five business processes, and Figure 5b shows the merged directed graph corresponding to the five business processes in Figure 5a , Figure 5c is the key directed graph corresponding to Figure 5b.
由图5a和图5b可知,在合并过程中,从C到G共有5个同一操作方向的关键操作路径,包括两种类型的关键操作路径,即C→G,以及C→D→G;G到M共有5个同一操作方向的关键操作路径,包括3种类型的关键操作路径,即G→K→M,G→L→M以及G→H→M(或J或K→M);M到R共有5个同一操作方向的关键操作路径,包括2种类型的关键操作路径。即M→R以及M→O→R。From Figure 5a and Figure 5b, it can be seen that in the process of merging, there are five key operation paths in the same operation direction from C to G, including two types of key operation paths, namely C→G, and C→D→G; G There are five critical operation paths with the same operation direction to M, including three types of critical operation paths, namely G→K→M, G→L→M and G→H→M (or J or K→M); M There are 5 critical operation paths with the same operation direction to R, including 2 types of critical operation paths. That is, M→R and M→O→R.
从而在合并有向图中,可以确定得到关键功能操作C、G、M、R的关键操作路径C→G→M→R。从而可以确定出C、G、M、R的关键操作次序为:C→G→M→R。Therefore, in the merged directed graph, the key operation path C→G→M→R of the key functional operations C, G, M, R can be determined. Thus it can be determined that the key operation sequence of C, G, M, R is: C→G→M→R.
当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径,例如M和R包括的操作路径有:M→R以及R→M,当前M→R的出现次数大于R→M的出现次数,则选择M→R为M和R的操作路径,从而可以确定出关键操作次序中,是先执行M,再执行R。When any two key function operations have two operation paths with different operation directions, select the operation path with the most occurrences as the operation path of any two key function operations. For example, the operation paths included in M and R are: M→R And R→M, the current number of occurrences of M→R is greater than the number of occurrences of R→M, then select M→R as the operation path of M and R, so that it can be determined that in the key operation sequence, M is executed first, and then R is executed .
图5c为将图5b中非关键功能操作以及非关键功能操作对应路径删除后得到的包括关键功能操作以及关键功能操作之间操作路径的有向图。FIG. 5c is a directed graph including key functional operations and operation paths between key functional operations obtained after deleting non-critical functional operations and paths corresponding to non-critical functional operations in FIG. 5b.
本实施例中,界面生成单元104生成的服务界面中还可以显示该生成单元生成的关键有向图,作为一种可能实现方式,由于关键有向图中包括关键功能操作之间具有方向性的操作路径,操作路径表示了关键功能操作执行先后顺序,根据操作路径用户可以快速确定出下一个关键功能操作,因此该关键有向图即可以作为所述提示信息。如图5d所示,为生成的服务界面的又一种显示示意图,在服务界面至少显示关键功能操作对应的控件时,同时显示该关键有向图。In this embodiment, the key directed graph generated by the generating unit 104 may also be displayed in the service interface generated by the interface generating unit 104. As a possible implementation, since the key directed graph includes directional The operation path, the operation path indicates the execution order of key function operations, and the user can quickly determine the next key function operation according to the operation path, so the key directed graph can be used as the prompt information. As shown in FIG. 5d , it is another display diagram of the generated service interface. When the service interface displays at least controls corresponding to key functional operations, the key directed graph is displayed at the same time.
在本实施例中,通过识别单元对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;统计单元根据不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及关键次序获取单元根据关键功能操作在各个业务流程中的操作次序,利用有向图方式快速确定出了关键功能操作之间的关键操作次序,从而界面生成单元可以根据该关键功能操作,生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为统计的用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, the multiple business processes obtained are identified by the identification unit, and the multiple functional operations included in each business process and the operation sequence among the multiple functional operations are determined; The frequency of occurrence in each business process determines the key functional operations, and the key sequence acquisition unit quickly determines the key operational sequence between key functional operations according to the operational sequence of key functional operations in each business process by means of a directed graph. , so that the interface generation unit can generate a service interface according to the key function operation, and at the same time display the prompt information of the key operation sequence between the key function operations on the service interface, so as to prompt the user for the next key function operation corresponding to any key function operation . The key function operations are statistically frequently used functional operations by users, and the key operation sequence is the execution order of the more frequently used key function operations by users. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
上述实施例所述服务界面处理装置,在实际应用中,可以集成到服务系统的后台服务器中,通过部署本申请实施例的服务界面处理装置,服务系统的服务器生成的服务界面,可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。The service interface processing device described in the above embodiments can be integrated into the background server of the service system in practical applications. By deploying the service interface processing device in the embodiment of the present application, the service interface generated by the server of the service system can enable users to When executing a business process, the functional operation that needs to be performed can be determined in the shortest time, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
通过以上描述可知,本领域的技术人员可以清楚地了解到本申请可借助软件加必需的通用硬件平台的方式来实现。因此,参见图6,本申请实施例还提供了一种服务器,该服务器至少包括处理器601和存储器602。It can be known from the above description that those skilled in the art can clearly understand that the present application can be realized by means of software plus necessary general hardware platform. Therefore, referring to FIG. 6 , an embodiment of the present application further provides a server, where the server includes at least a processor 601 and a memory 602 .
所述存储器601,用于存储获取的多个业务流程。The storage 601 is configured to store multiple acquired business processes.
其中,该多个业务流程可以具体是客户端抓取并传至服务器的。Wherein, the plurality of business processes may specifically be captured by the client and transmitted to the server.
所述处理器602,用于识别所述存储器存储的多个业务流程中,每一业务流程包括的多个功能操作;统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作;根据每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序;根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键次序获取单元确定的所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。The processor 602 is configured to identify multiple functional operations included in each of the multiple business processes stored in the memory; count the frequency of occurrence of different functional operations in the multiple business processes, and determine key functional operations ; According to the operation sequence of multiple functional operations in each business process, obtain the key operation sequence of the key function operation; according to the key function operation, generate a service interface, and display the key sequence acquisition unit on the service interface The prompt information of the determined sequence of key operations is used to prompt the user of the next key function operation corresponding to any key function operation.
该存储器可以是是高速RAM存储器,也可能是非易失性存储器(non-volatilememory),例如至少一个磁盘存储器等。The memory may be a high-speed RAM memory, or may be a non-volatile memory (non-volatile memory), such as at least one disk memory.
该处理器可能是一个中央处理器CPU,或者是特定集成电路ASIC(ApplicationSpecific Integrated Circuit),或者是被配置成实施本发明实施例的一个或多个集成电路。The processor may be a central processing unit CPU, or an Application Specific Integrated Circuit (ASIC), or one or more integrated circuits configured to implement the embodiments of the present invention.
本申请实施例所提供的服务器可以应用于不同的服务系统中,特别是应用于IPCC(IP Call Center,IP呼叫中心)系统,由于话务员通常会高度频繁使用服务系统中的某些功能操作,例如呼叫接入、快捷搜索、信息获取、工单填写、发送短消息等。通过本申请实施例,可以实现对服务界面智能布局,且可以满足不同话务员的个性化需求、例如对于一个话务员,其较频繁使用的功能操作为呼叫接入和发送短消息,则生成的服务界面中可以包括实现呼叫接入和发送短消息的快捷触发控件,若该话务员通常是先执行呼叫接入,后执行发送短消息,则可以在服务界面显示相应的提示信息,以提示用户在执行呼叫接入时,能够快速找到发送短消息的触发控件,从而可以减少手动输入操作等,节约时间,提高了服务质量,减少了通话时长,提高了操作效率。The server provided by the embodiment of the present application can be applied to different service systems, especially to the IPCC (IP Call Center, IP call center) system, because the operator usually uses some functional operations in the service system with high frequency, such as Call access, quick search, information acquisition, work order filling, sending short messages, etc. Through the embodiment of the present application, the intelligent layout of the service interface can be realized, and the individual needs of different operators can be met. For example, for an operator whose frequently used function operations are call access and sending short messages, the generated service interface It can include a shortcut trigger control for implementing call access and sending short messages. If the operator usually executes call access first and then executes sending short messages, the corresponding prompt information can be displayed on the service interface to prompt the user to execute the call. When accessing, the trigger control for sending short messages can be quickly found, thereby reducing manual input operations, saving time, improving service quality, reducing call duration, and improving operational efficiency.
图7为本申请实施例提供的一种服务界面处理方法一个实施例的流程图,该方法可以包括以下几个步骤:Fig. 7 is a flowchart of an embodiment of a method for processing a service interface provided in an embodiment of the present application, and the method may include the following steps:
701:识别获取的多个业务流程中,每一业务流程包括的多个功能操作。701: Identify multiple functional operations included in each business process among the acquired multiple business processes.
702:统计所述多个业务流程中不同功能操作的出现频率,确定关键功能操作。702: Count occurrence frequencies of different functional operations in the multiple business processes, and determine key functional operations.
703:根据所述每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序。703: Obtain the key operation sequence of the key functional operations according to the operation sequence of the multiple functional operations in each business process.
704:根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。704: Generate a service interface according to the key function operation, and display prompt information of the key operation sequence on the service interface, so as to prompt the user for a next key function operation corresponding to any key function operation.
在本实施例中,通过对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;并根据不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及关键功能操作之间的关键操作次序,从而根据该关键功能操作,可以生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为统计的用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, by identifying the multiple business processes acquired, the multiple functional operations included in each business process and the operation sequence between the multiple functional operations are determined; According to the frequency of occurrence in , determine the key functional operations and the key operation sequence between key functional operations, so that according to the key functional operations, the service interface can be generated, and at the same time, the key operation sequence between key functional operations can be displayed on the service interface Prompt information to prompt the user for the next key function operation corresponding to any key function operation. The key function operations are statistically frequently used functional operations by users, and the key operation sequence is the execution order of the more frequently used key function operations by users. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
其中,该记录的多个业务流程具体可以是一个客户端获取的,Wherein, the multiple business processes of the record may be obtained by a client,
由于不同用户应用服务系统时经常使用的功能操作也存在一定的差异,而通过本申请实施例可以使得生成的服务界面为符合特定用户使用需求的服务界面,实现了用户个性化服务界面的生成,进一步提高了操作效率。Because there are certain differences in the functional operations that are often used by different users when using the service system, the embodiment of the application can make the generated service interface a service interface that meets the needs of specific users, realizing the generation of user personalized service interfaces. The operating efficiency is further improved.
由于一个业务流程中包括的操作不只包括服务系统能够提供的功能操作,还可能包括其他无意义的操作,例如无名称、无标识的操作等,这些操作可能是由于用户操作服务界面中的无信息输出区域触发的,例如快速的重复点击空白操作区域触发的操作,这些操作同样会在业务流程中记录。Since the operations included in a business process include not only the functional operations that the service system can provide, but also other meaningless operations, such as operations without names and labels, these operations may be due to the lack of information in the user operation service interface. The actions triggered by the output area, such as rapid and repeated clicks on the blank operation area, will also be recorded in the business process.
为了快速识别出功能操作,在本申请实施例提供的一种服务界面生成方法另一个实施例中,如图8所示,步骤701中识别获取的多个业务流程中,每一业务流程包括的多个功能操作可以包括:In order to quickly identify functional operations, in another embodiment of a method for generating a service interface provided by an embodiment of this application, as shown in FIG. 8 , among the multiple business processes identified and acquired in step 701, each business process includes Multiple functional operations can include:
801:识别获取的多个业务流程中,每一业务流程包括的多个操作.801: Identify multiple operations included in each business process among the acquired multiple business processes.
802:过滤掉所述每一业务流程包括的执行操作中,满足过滤条件的操作,得到所述业务流程包括的功能操作。802: Filter out the operations that satisfy the filter condition among the execution operations included in each business process, and obtain the functional operations included in the business process.
该过滤条件可以根据实际应用情况设置。The filter condition can be set according to actual application conditions.
作为一种可能的实现方式,该过滤条件可以是指无标签名称或无标签标识等的执行操作。As a possible implementation manner, the filter condition may refer to an execution operation such as no-label name or no-label identifier.
通过业务流程中每一操作对应的数据是否包括标签的名称或标签的标识等,即可确定出该操作是否为功能操作。Whether the operation is a functional operation can be determined by whether the data corresponding to each operation in the business process includes the name of the label or the identification of the label.
作为另一种可能的实现方式,还可以将同一业务流程中连续出现次数大于阈值的操作,确定为无意义的操作。连续出现次数较多的操作表明该操作可能是用户无意识的操作,或者执行的恶性操作,将其确定为无意义的操作过滤掉,可以提高关键功能操作确定的准确性。As another possible implementation manner, operations that occur consecutively in the same business process more than a threshold may also be determined as meaningless operations. Operations with a large number of consecutive occurrences indicate that the operation may be an unintentional operation by the user, or a malicious operation performed by the user. Filtering out operations that are determined to be meaningless can improve the accuracy of determining key function operations.
其中,通过本申请实施例生成的服务界面,在服务界面中可以展现能够实现该关键功能操作的控件,通过操作控件可以实现相应的关键功能操作。Wherein, through the service interface generated by the embodiment of the present application, the control that can realize the key function operation can be displayed in the service interface, and the corresponding key function operation can be realized by operating the control.
在生成的服务界面中,显示所述关键操作次序的提示信息,该提示信息可以有多种实现方式,例如在操作次序相邻的两个关键功能操作对应的控件之间设置箭头指示标识等。In the generated service interface, the prompt information of the key operation order is displayed, and the prompt information may be implemented in various ways, for example, an arrow indicator is set between controls corresponding to two key function operations adjacent to the operation order.
在本申请实施例提供的一种服务界面生成方法又一个实施例中,如图9所示,步骤704中根据所述关键功能操作,生成服务界面,并在所述服务界面显示所述关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作可以包括:In yet another embodiment of a method for generating a service interface provided in an embodiment of the present application, as shown in FIG. 9 , in step 704, a service interface is generated according to the key functional operations, and the key operations are displayed on the service interface Prompt information in order to remind the user of the next key function operation corresponding to any key function operation may include:
901:生成至少实现所述关键功能操作的服务界面。901: Generate a service interface that implements at least the key functional operations.
902:当执行任一关键功能操作时,按照所述关键功能操作之间的关键操作次序,在所述服务界面中显示所述任一关键功能操作对应的下一个关键功能操作的提示信息。902: When performing any key function operation, display prompt information of a next key function operation corresponding to the any key function operation on the service interface according to the key operation sequence among the key function operations.
在本实施例中,在生成的服务界面中显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为统计的用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, the prompt information of the key operation sequence among the key function operations is displayed on the generated service interface, so as to remind the user of the next key function operation corresponding to any key function operation. The key function operations are statistically frequently used functional operations by users, and the key operation sequence is the execution order of the more frequently used key function operations by users. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
其中,步骤703中根据所述识别单元识别的每一业务流程中多个功能操作的操作次序,获取所述关键功能操作的关键操作次序可以有多种实现方式。Wherein, in step 703, according to the operation sequence of multiple functional operations in each business process identified by the identification unit, there may be multiple implementations for obtaining the key operation sequence of the key functional operations.
在一种可能的实现方式中,如图10所示,在本申请实施例提供的一种服务界面生成方法的又一个实施例中,该步骤703可以包括:In a possible implementation, as shown in FIG. 10 , in yet another embodiment of a method for generating a service interface provided in an embodiment of the present application, step 703 may include:
1001:根据每一业务流程中的多个功能操作之间的操作次序,获取所述关键功能操作在每一业务流程中的操作次序。1001: Obtain the operation sequence of the key functional operations in each business process according to the operation sequence among multiple functional operations in each business process.
1002:根据获取的操作次序,在所述多个业务流程中,将出现次数最多的所述关键功能操作的操作次序作为所述关键功能操作的关键操作次序。1002: According to the acquired operation sequence, among the plurality of business processes, use the operation sequence of the key function operation that occurs most frequently as the key operation sequence of the key function operation.
由于关键功能操作在每一业务流程中的操作次序可能不一样,例如对于关键功能操作C、G、M、R,在一个业务流程中的操作次序可能为C→G→M→R,在另一个业务流程中的操作次序可能为C→G→R→M,或者C→R→G→M。Since the operation sequence of key functional operations in each business process may be different, for example, for key functional operations C, G, M, R, the operation sequence in one business process may be C→G→M→R, and in another The sequence of operations in a business process may be C→G→R→M, or C→R→G→M.
根据获取到关键功能操作在每一业务流程中的操作次序,可以将出现次数最多的操作次序作为关键操作次序。According to the acquired operation sequence of key function operations in each business process, the operation sequence with the most occurrences can be taken as the key operation sequence.
在另一种可能的实现方式中,如图11所示,在本申请实施例提供的一种服务界面生成方法的又一个实施例中,该步骤703可以包括:In another possible implementation, as shown in FIG. 11 , in yet another embodiment of a method for generating a service interface provided in an embodiment of the present application, step 703 may include:
1101:建立每一业务流程对应的有向图,在所述有向图中,多个功能操作按照操作次序连接,形成具有方向的操作路径;1101: Establish a directed graph corresponding to each business process, in the directed graph, multiple functional operations are connected according to the operation sequence to form a directional operation path;
1102:将各个业务流程对应的有向图进行叠加,合并相同的功能操作以及操作路径,得到合并有向图。1102: Superimpose the directed graphs corresponding to each business process, merge the same functional operations and operation paths, and obtain the merged directed graph.
1103:根据所述合并有向图中关键功能操作之间的操作路径,确定所述关键功能操作的操作次序;当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径。1103: According to the operation path between the key function operations in the merged directed graph, determine the operation order of the key function operations; when any two key function operations have two operation paths with different operation directions, select the number of occurrences The most operational path is used as the operational path for any two key function operations.
1104:将所述合并有向图中非关键功能操作以及非关键功能操作对应的操作路径删除,得到包括所述关键功能操作以及关键功能操作之间的操作路径的关键有向图。1104: Delete the non-key functional operations and the operation paths corresponding to the non-key functional operations in the merged directed graph to obtain a key directed graph including the key functional operations and the operation paths between the key functional operations.
同样,在关键有向图中,当任意两个关键功能操作具有两个不同操作方向的操作路径时,选择出现次数最多的操作路径作为所任意两个关键功能操作的操作路径。Similarly, in the key directed graph, when any two key function operations have two operation paths with different operation directions, the operation path with the most occurrences is selected as the operation path of any two key function operations.
通过有向图的方式,通过得到的合并有向图可以快速确定出关键功能操作之间的操作路径。当然该合并有向图还可以用于其他业务应用,例如快速确定热门的功能操作以及操作路径等。By means of a directed graph, the operation path between key functional operations can be quickly determined through the obtained merged directed graph. Of course, the merged directed graph can also be used in other business applications, such as quickly determining popular functional operations and operation paths.
该关键有向图中仅包括关键功能操作以及关键功能操作之间的操作路径。The key directed graph includes only key functional operations and operation paths between key functional operations.
该关键有向图可以在生成的所述服务界面中显示。The key directed graph can be displayed in the generated service interface.
本实施例中生成的服务界面中还可以生成的关键有向图,作为一种可能实现方式,由于关键有向图中包括关键功能操作之间具有方向性的操作路径,操作路径表示了关键功能操作执行先后顺序,根据操作路径用户可以快速确定出下一个关键功能操作,因此该关键有向图即可以作为所述提示信息。如图5d所示,为生成的服务界面的又一种显示示意图,在服务界面至少显示关键功能操作对应的控件时,同时显示该关键有向图。The key directed graph that can also be generated in the service interface generated in this embodiment, as a possible implementation, since the key directed graph includes directional operation paths between key function operations, the operation path represents the key function According to the order of operation execution, the user can quickly determine the next key function operation according to the operation path, so the key directed graph can be used as the prompt information. As shown in FIG. 5d , it is another display diagram of the generated service interface. When the service interface displays at least controls corresponding to key functional operations, the key directed graph is displayed at the same time.
在本实施例中,通过对获取的多个业务流程进行识别,确定出每一业务流程包括的多个功能操作以及多个功能操作之间的操作次序;并根据不同功能操作在多个业务流程中的出现频率,确定出关键功能操作,以及根据关键功能操作在各个业务流程中的操作次序,利用有向图方式快速确定出了关键功能操作之间的关键操作次序,从而根据该关键功能操作,可以生成服务界面,并同时在服务界面显示关键功能操作之间的关键操作次序的提示信息,以提示用户任一关键功能操作对应的下一个关键功能操作。关键功能操作为统计的用户较频繁使用的功能操作,关键操作次序为用户较频繁使用的关键功能操作的执行顺序。因此可以使得用户在执行业务流程时,可以用最短时间确定需要执行的功能操作,方便、快捷,减少了操作时间,提高了操作效率。In this embodiment, by identifying the multiple business processes acquired, the multiple functional operations included in each business process and the operation sequence between the multiple functional operations are determined; According to the frequency of occurrence in the key function operation, and according to the operation sequence of the key function operation in each business process, the key operation sequence between the key function operations is quickly determined by using the directed graph method, so that according to the key function operation , the service interface can be generated, and at the same time, the prompt information of the key operation sequence between the key function operations can be displayed on the service interface, so as to prompt the user for the next key function operation corresponding to any key function operation. The key function operations are statistically frequently used functional operations by users, and the key operation sequence is the execution order of the more frequently used key function operations by users. Therefore, the user can determine the functional operation to be performed in the shortest time when executing the business process, which is convenient and fast, reduces the operation time, and improves the operation efficiency.
对于前述的各方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本申请并不受所描述的动作顺序的限制,因为依据本申请,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作和模块并不一定是本申请所必须的。For the aforementioned method embodiments, for the sake of simple description, they are expressed as a series of action combinations, but those skilled in the art should know that the application is not limited by the described action sequence, because according to the application, Certain steps may be performed in other orders or simultaneously. Secondly, those skilled in the art should also know that the embodiments described in the specification belong to preferred embodiments, and the actions and modules involved are not necessarily required by this application.
可选地,图6所述服务器可以用于执行本申请实施例图5~图7提供的任一服务界面处理方法。Optionally, the server described in FIG. 6 may be used to execute any service interface processing method provided in FIGS. 5 to 7 in the embodiment of the present application.
本说明书中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的装置而言,由于其与实施例公开的方法相对应,所以描述的比较简单,相关之处参见方法部分说明即可。Each embodiment in this specification is described in a progressive manner, each embodiment focuses on the difference from other embodiments, and the same and similar parts of each embodiment can be referred to each other. As for the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and for the related part, please refer to the description of the method part.
最后,还需要说明的是,在本文中,诸如第一和第二等之类的关系术语仅仅用来将一个实体或者操作与另一个实体或操作区分开来,而不一定要求或者暗示这些实体或操作之间存在任何这种实际的关系或者顺序。而且,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者设备所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括所述要素的过程、方法、物品或者设备中还存在另外的相同要素。Finally, it should also be noted that in this text, relational terms such as first and second etc. are only used to distinguish one entity or operation from another, and do not necessarily require or imply that these entities or operations, any such actual relationship or order exists. Furthermore, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article, or apparatus comprising a set of elements includes not only those elements, but also includes elements not expressly listed. other elements of or also include elements inherent in such a process, method, article, or device. Without further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of additional identical elements in the process, method, article or apparatus comprising said element.
为了描述的方便,描述以上装置时以功能分为各种单元分别描述。当然,在实施本申请时可以把各单元的功能在同一个或多个软件和/或硬件中实现。For the convenience of description, when describing the above devices, functions are divided into various units and described separately. Of course, when implementing the present application, the functions of each unit can be implemented in one or more pieces of software and/or hardware.
通过以上的实施方式的描述可知,本领域的技术人员可以清楚地了解到本申请可借助软件加必需的通用硬件的方式来实现。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品可以存储在存储介质中,如ROM/RAM、磁碟、光盘等,包括若干指令用以使得一台计算机设备(可以是个人计算机,服务器,或者网络设备等)执行本申请各个实施例或者实施例的某些部分所述的方法。It can be known from the above description of the implementation manners that those skilled in the art can clearly understand that the present application can be implemented by means of software plus necessary general-purpose hardware. Based on this understanding, the essence of the technical solution of this application or the part that contributes to the prior art can be embodied in the form of software products, and the computer software products can be stored in storage media, such as ROM/RAM, disk , CD, etc., including several instructions to make a computer device (which may be a personal computer, server, or network device, etc.) execute the methods described in various embodiments or some parts of the embodiments of the present application.
对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本申请。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本申请的保护范围的情况下,在其它实施例中实现。因此,本申请将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be apparent to those skilled in the art, and the general principles defined herein can be implemented in other embodiments without departing from the scope of protection of the present application. Therefore, the present application will not be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
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