CN111325468B - Crowd-sourced task recycling method and device, electronic equipment and storage medium - Google Patents
Crowd-sourced task recycling method and device, electronic equipment and storage medium Download PDFInfo
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Abstract
The invention provides a crowdsourcing task recycling method, a crowdsourcing task recycling device, electronic equipment and a storage medium. According to the method, when a crowdsourcing task recovery instruction is received, a current task is obtained, the effective time of answering the current task and the recovery aging residual time of the current task are determined, the effective time and the recovery aging residual time are compared to obtain a comparison result, the actual answering time of the current task is further configured according to the comparison result, and due to the fact that two indexes are simultaneously considered, cost waste caused by time overlapping on a crowdsourcing platform is effectively avoided, the time period of the time period corresponding to the actual answering time in the recovery aging is further judged, and the answer of the current task is monitored and recovered based on the judged time period, so that the recovery efficiency of the crowdsourcing task is improved.
Description
Technical Field
The present invention relates to the field of data analysis technologies, and in particular, to a method and apparatus for recovering a crowdsourcing task, an electronic device, and a storage medium.
Background
At present, more and more enterprises are willing to release some simple and repeated tasks to a crowdsourcing platform, and the working efficiency of the enterprises is improved by using idle manpower. Meanwhile, more and more crowdsourcing tasks start to have a time-efficient requirement, namely users who process the tasks need to timely return answers within a period of time after the tasks are put in, and if no answer is returned at the expiration time, the questions are invalid. Therefore, in order to ensure efficient recovery of tasks and reduce ineffective cost expenses, the crowdsourcing platform as a third party service provider must ensure timely recovery of crowdsourcing tasks with timeliness as much as possible.
The traditional crowdsourcing task takes the preset effective time for a user to answer as a time threshold, answers recovered before the threshold are effective, and answers exceeding the threshold are ineffective, and the task submitting function is closed, and meanwhile, the overtime task is redistributed to other users.
The method can accelerate the task circulation efficiency to a certain extent, but only makes time limitation from the angle of a user, and each task also has different recovery aging requirements, and the time is not limited from the angle of the task, so that the requirement of each task on timeliness cannot be met.
Disclosure of Invention
In view of the foregoing, it is necessary to provide a method, an apparatus, an electronic device, and a storage medium for recycling crowdsourcing tasks, which can improve the recycling efficiency of crowdsourcing tasks.
A crowdsourcing task reclamation method, the method comprising:
when a crowdsourcing task recovery instruction is received, acquiring a current task;
determining the effective time of the answer of the current task and the residual time of recovery timeliness of the current task;
comparing the effective time with the residual time of recovery aging to obtain a comparison result;
according to the comparison result, configuring the actual answering time of the current task;
judging the time period of the time period corresponding to the actual answering time in the recovery aging;
and monitoring and recovering the answer of the current task based on the determined time period.
According to a preferred embodiment of the present invention, the reclamation period of each task includes a normal dispatch period and an emergency dispatch period, and the priority of the task in the emergency dispatch period is higher than the priority of the task in the normal dispatch period.
According to a preferred embodiment of the present invention, before determining the valid time of the current task answer and the remaining time of the recovery age of the current task, the method further includes:
Crawling historical answer data by adopting a web crawler technology;
constructing a regression model by using the historical answer data based on a regression analysis method;
and processing the regression model by adopting a generalized least square method to obtain recovery timeliness of the current task.
According to a preferred embodiment of the present invention, the configuring the actual answer time of the current task according to the comparison result includes:
determining shorter time in the effective time and the residual time of recovery aging according to the comparison result;
and configuring the shorter time of the effective time and the residual time of recovery aging as the actual answering time of the current task.
According to a preferred embodiment of the present invention, the monitoring and retrieving answers to the current task based on the determined period of time includes:
when the determined time period is a normal dispatch time period, monitoring whether answer feedback exists in the normal dispatch time period;
recovering the answers fed back when the answers fed back exist in the normal dispatch period;
and re-dispatching the task based on the emergency dispatch period when no answer feedback exists in the normal dispatch period.
According to a preferred embodiment of the present invention, the monitoring and retrieving answers to the current task based on the determined period of time includes:
When the determined time period is an emergency dispatch time period, monitoring whether answer feedback exists in the emergency dispatch time period;
recovering the answers of the feedback when the answers are fed back in the emergency dispatch period;
and when no answer feedback exists in the emergency dispatch period, the current task is cancelled.
According to a preferred embodiment of the present invention, after monitoring and retrieving answers to the current task based on the determined period of time, the method further comprises:
acquiring the recovered answers of the current task;
calculating the similarity between answers of the current task, and dividing the answers of the current task into at least one similar answer group according to the calculated similarity;
extracting the similar answer group with the largest number of answers from the at least one similar answer group;
and outputting the extracted similar answer set when the proportion of the total amount of the answers contained in the extracted similar answer set in the answer of the current task is higher than a preset proportion.
A crowdsourcing task reclaiming device, the device comprising:
the acquisition unit is used for acquiring a current task when receiving a crowdsourcing task recovery instruction;
the determining unit is used for determining the effective time of the current task answer and the residual time of recovery aging of the current task;
The comparison unit is used for comparing the effective time with the residual time of the recovery aging to obtain a comparison result;
the configuration unit is used for configuring the actual answer time of the current task according to the comparison result;
the judging unit is used for judging the time period of the recovery timeliness of the time period corresponding to the actual answer time;
and the recovery unit is used for monitoring and recovering the answer of the current task based on the determined time period.
According to a preferred embodiment of the present invention, the reclamation period of each task includes a normal dispatch period and an emergency dispatch period, and the priority of the task in the emergency dispatch period is higher than the priority of the task in the normal dispatch period.
According to a preferred embodiment of the invention, the device further comprises:
the crawling unit is used for crawling historical answer data by adopting a web crawler technology before determining the effective time of the current task answer and the residual time of recovery timeliness of the current task;
the construction unit is used for constructing a regression model based on a regression analysis method by using the historical answer data;
and the processing unit is used for processing the regression model by adopting a generalized least square method to obtain recovery aging of the current task.
According to a preferred embodiment of the present invention, the configuration unit is specifically configured to include:
determining shorter time in the effective time and the residual time of recovery aging according to the comparison result;
and configuring the shorter time of the effective time and the residual time of recovery aging as the actual answering time of the current task.
According to a preferred embodiment of the present invention, the retrieving unit monitors and retrieves answers to the current task based on the determined period of time includes:
when the determined time period is a normal dispatch time period, monitoring whether answer feedback exists in the normal dispatch time period;
recovering the answers fed back when the answers fed back exist in the normal dispatch period;
and re-dispatching the task based on the emergency dispatch period when no answer feedback exists in the normal dispatch period.
According to a preferred embodiment of the present invention, the retrieving unit monitors and retrieves answers to the current task based on the determined period of time includes:
when the determined time period is an emergency dispatch time period, monitoring whether answer feedback exists in the emergency dispatch time period;
recovering the answers of the feedback when the answers are fed back in the emergency dispatch period;
And when no answer feedback exists in the emergency dispatch period, the current task is cancelled.
According to a preferred embodiment of the invention, the device further comprises:
the obtaining unit is further used for obtaining the recovered answer of the current task after monitoring and recovering the answer of the current task based on the determined time period;
the computing unit is used for computing the similarity between the answers of the current task and dividing the answers of the current task into at least one similar answer group according to the computed similarity; the method comprises the steps of carrying out a first treatment on the surface of the
And the extraction unit is used for extracting the similar answer group with the largest number of answers from the at least one similar answer group, and outputting the extracted similar answer group when the proportion of the total quantity of the answers contained in the extracted similar answer group in the answers of the current task is higher than a preset proportion.
An electronic device, the electronic device comprising:
a memory storing at least one instruction; and
And the processor executes the instructions stored in the memory to realize the crowdsourcing task recycling method.
A computer-readable storage medium having stored therein at least one instruction for execution by a processor in an electronic device to implement the crowdsourcing task reclamation method.
According to the technical scheme, when the crowdsourcing task recycling instruction is received, the current task can be obtained, the effective time of the current task answering and the recycling time-lapse residual time of the current task are determined, the effective time and the recycling time-lapse residual time are compared to obtain comparison results, the actual answering time of the current task is further configured according to the comparison results, and as the effective time configured from the user angle and the recycling time-lapse residual time configured from the task angle are considered, the cost waste caused by the overlapping of the time to the crowdsourcing platform is effectively avoided, the time period of the time period corresponding to the actual answering time in the recycling time-lapse is further judged, and the answer of the current task is monitored and recycled based on the judged time period, so that the recycling efficiency of the crowdsourcing task is improved.
Drawings
FIG. 1 is a flow chart of a preferred embodiment of the crowdsourcing task reclamation method of the present invention.
FIG. 2 is a functional block diagram of a preferred embodiment of the crowdsourcing task reclaiming apparatus of the present invention.
Fig. 3 is a schematic structural diagram of an electronic device according to a preferred embodiment of the present invention for implementing the crowdsourcing task reclaiming method.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in detail with reference to the accompanying drawings and specific embodiments.
FIG. 1 is a flow chart of a preferred embodiment of the crowdsourcing task reclamation method of the present invention. The order of the steps in the flowchart may be changed and some steps may be omitted according to various needs.
The crowdsourcing task reclaiming method is applied to one or more electronic devices, wherein the electronic devices are devices capable of automatically performing numerical calculation and/or information processing according to preset or stored instructions, and the hardware of the electronic devices comprises, but is not limited to, microprocessors, application specific integrated circuits (Application Specific Integrated Circuit, ASICs), programmable gate arrays (Field-Programmable Gate Array, FPGA), digital processors (Digital Signal Processor, DSP), embedded devices and the like.
The electronic device may be any electronic product that can interact with a user in a human-computer manner, such as a personal computer, tablet computer, smart phone, personal digital assistant (Personal Digital Assistant, PDA), game console, interactive internet protocol television (Internet Protocol Television, IPTV), smart wearable device, etc.
The electronic device may also include a network device and/or a user device. Wherein the network device includes, but is not limited to, a single network server, a server group composed of a plurality of network servers, or a Cloud based Cloud Computing (Cloud Computing) composed of a large number of hosts or network servers.
The network in which the electronic device is located includes, but is not limited to, the internet, a wide area network, a metropolitan area network, a local area network, a virtual private network (Virtual Private Network, VPN), and the like.
S10, when a crowdsourcing task recycling instruction is received, acquiring a current task.
In at least one embodiment of the present invention, the crowdsourcing task reclamation instruction may be automatically triggered when the current task is allocated, so as to monitor the execution of the current task in an omnibearing manner during the entire execution period of the current task.
The crowdsourcing task recycling instruction is triggered in the mode, and the current task can be executed under a certain supervision effect, so that the task is prevented from being processed in a delayed mode.
Of course, in other embodiments, the crowdsourcing task reclamation instruction may also be triggered by a related staff member of the crowdsourcing platform, and the present invention is not limited.
In at least one embodiment of the present invention, the current task is a task served on the crowdsourcing platform, with certain age constraints.
It will be appreciated that multiple tasks are included on a crowdsourcing platform, and that one task will be assigned to multiple users for an answer, the current task belonging to one of the multiple tasks.
S11, determining the effective time of the current task answer and the residual time of recovery aging of the current task.
In at least one embodiment of the present invention, the valid time is a time configured from a user's perspective, specifically, a user-configured answering time for each answer.
For example: when the effective time is 5 minutes, the user answers the current task within 5 minutes, and the answer is only possible to be effective.
In at least one embodiment of the present invention, the recovery time period is time configured in terms of tasks, that is, the electronic device configures different recovery time periods for different tasks, and the user answers the current task within the recovery time period, so that the answer may be valid.
Specifically, the remaining time of the recovery aging refers to the remaining time of the recovery aging of the current task, and the recovery aging of each task includes a normal dispatch period and an emergency dispatch period, where the priority of the task in the emergency dispatch period is higher than the priority of the task in the normal dispatch period.
The normal dispatch period refers to a period in which a user can normally answer the current task, the emergency degree of the task in the normal dispatch period is relatively weak, and the time for canceling the task is long.
The emergency dispatch period refers to a period when a user needs to urgent processing the current task, the emergency degree of the task in the emergency dispatch period is relatively high, and the time for canceling the task is relatively short.
That is, tasks in the urgent dispatch period need to be preferentially processed so as not to be invalidated when the corresponding tasks have not been processed yet.
In at least one embodiment of the present invention, before determining the valid time of the current task answer and the remaining time of the recovery age of the current task, the method further includes:
the electronic equipment adopts a web crawler technology to crawl historical answer data, a regression model is built by the historical answer data based on a regression analysis method, and the electronic equipment further adopts a generalized least square method to process the regression model to obtain recovery timeliness of the current task.
It can be understood that the regression model is constructed based on a regression analysis method, and the historical answer data can be linearly fitted, so that a section of linear relation which is more regular and has more reference value is obtained, and the regression model is further processed by a generalized least square method, so that the recovery timeliness of the current task is obtained.
S12, comparing the effective time with the residual time of recovery aging to obtain a comparison result.
In at least one embodiment of the present invention, the comparison results include two of:
(1) The effective time is shorter than the remaining time of the recovery aging.
(2) The effective time is longer than the remaining time of the recovery aging.
It will be appreciated that the electronic device will also take different processing mechanisms corresponding to different comparison results in order to fully monitor the current task.
S13, configuring the actual answer time of the current task according to the comparison result.
In at least one embodiment of the present invention, the actual answering time refers to the answering time finally determined after the effective time and the recovery time are taken into consideration.
Specifically, the configuring the actual answer time of the current task according to the comparison result includes:
and the electronic equipment determines shorter time in the effective time and the recovery aging residual time according to the comparison result, and further, the electronic equipment configures the shorter time in the effective time and the recovery aging residual time as the actual answering time of the current task.
For example: task a was given to the crowdsourcing platform at 13:00, its recovery aging was 1 hour, that is, it was only valid for task a before 14:00, its recovery aging was 2 minutes and its preset valid time was 300s. Through the random dispatch logic of the crowdsourcing platform, if a user receives the task a at 13:58, the recovery expiration time of the task a is only 2 minutes (120 s) at this time, so the actual answer time of the user should be min (120 s,300 s) =120 s.
It should be noted that, when the validity time and the recovery time period are used simultaneously, there may be a case where there is a remaining validity time of the user answer at the expiration of the recovery time period, which may cause uncertainty of the node where the current task stops serving and starts checking. And after the recovery time of the current task expires, the answers collected by the crowdsourcing platform are regarded as invalid answers, enterprises cannot pay fees, and if the recovered answers are verified, the accumulated settlement fees generated after the verification is passed are required to be born by the crowdsourcing platform, so that certain losses are caused.
Through the embodiment, the effective time and the recovery aging two indexes can be comprehensively considered, and the effective time of answering questions of each round of users is considered when each task is dispatched, so that the same task is prevented from staying for a long time at a certain user, the adverse effect is caused on the whole task flow, and the electronic equipment takes the effective time and the index with shorter time in the recovery aging two indexes as the actual answering time of the current task, so that the cost waste of a crowdsourcing platform is effectively avoided due to time overlapping.
S14, judging the time period of the time period corresponding to the actual answer time in the recovery timeliness.
For example: for the task a, when the recovery aging time 1 hour includes a normal dispatch period of 58 minutes and an urgent dispatch period of 2 minutes, since the task a is dispatched to a user at 13:58, the actual answer time of the task a is 2 minutes (120 s), and just falls into the urgent dispatch period; and when the recovery aging time 1 hour comprises a normal dispatch period of 59 minutes and an emergency dispatch period of 1 minute, as the task A is dispatched to the user at 13:58, the actual answer time of the task A is 2 minutes (120 s), and the task A falls into the normal dispatch period.
As described above, the recovery time period includes the normal dispatch period and the emergency dispatch period, and when the time period to which the recovery time period belongs is different, the emergency situation that indicates the current task is also different, and the processing manner of the electronic device for the current task is also different.
And S15, monitoring and recovering the answer of the current task based on the determined time period.
In at least one embodiment of the present invention, the electronic device monitors the answer feedback condition of the current task, so as to timely retrieve the answer.
Specifically, the monitoring and retrieving the answer of the current task based on the determined period of time includes:
when the judged time period is a normal dispatch time period, the electronic equipment monitors whether answer feedback exists in the normal dispatch time period, and when answer feedback exists in the normal dispatch time period, the electronic equipment recovers the fed answer; or when no answer feedback exists in the normal dispatch period, the electronic device re-dispatches the task based on the emergency dispatch period.
According to the embodiment, when the current task is not executed in time, the current task can be redistributed to the task group with higher priority, so that the current task is processed and distributed preferentially, the task with the shorter recovery expiration time is distributed and processed preferentially, the requirement of overall timeliness of the task is further met, and the processing time limit of the task is prevented from being delayed.
Preferably, the electronic device monitoring and retrieving the answer of the current task based on the determined period of time includes:
when the determined period is an urgent dispatch period, the electronic device monitors whether answer feedback exists in the urgent dispatch period, and when answer feedback exists in the urgent dispatch period, the electronic device recovers the fed answer; or when no answer feedback exists in the emergency dispatch period, the electronic device withdraws the current task.
It will be appreciated that the deadline already in the urgent dispatch period is short of processing, and if not processed in time, the corresponding task will overrun.
Through the embodiment, when no answer is fed back, the current task can be timely withdrawn, so that the situation that a user answers and uploads the current task is avoided, invalid task dispatch exceeding the timeliness limit is greatly reduced, and once the uploaded answer is judged to be a correct answer, the user needs to be rewarded, so that the cost of the crowdsourcing platform is increased.
In at least one embodiment of the present invention, after the current task is revoked, the method further includes:
the electronic equipment sends out prompt information which is used for prompting the user that the current task is overdue and does not need to continue to answer.
Specifically, the electronic device may send the prompt information in a popup window manner or send the prompt information in a prompt tone manner, which is not limited by the present invention.
In at least one embodiment of the present invention, after monitoring and retrieving answers to the current task based on the determined period of time, the method further comprises:
the electronic equipment acquires recovered answers of the current task, calculates the similarity between the answers of the current task, divides the answers of the current task into at least one similar answer group according to the calculated similarity, extracts the similar answer group with the largest number of the answers from the at least one similar answer group, and outputs the extracted similar answer group when the proportion of the total number of the answers contained in the extracted similar answer group in the answers of the current task is higher than a preset proportion.
The preset threshold may be configured in a user-defined manner, for example: 99%, etc.
Likewise, the preset ratio may be configured in a customized manner, for example: 85%, etc.
The verification process of the extracted answers belongs to cross verification, manual participation is not needed, labor cost is reduced, and the verification process is more efficient.
According to the technical scheme, the crowdsourcing task recycling method can acquire the current task when receiving the crowdsourcing task recycling instruction, determine the effective time of the current task answering and the recycling time-lapse residual time of the current task, compare the effective time with the recycling time-lapse residual time to obtain a comparison result, further configure the actual answering time of the current task according to the comparison result, and further improve the recycling efficiency of the crowdsourcing task because two indexes are considered simultaneously, so that the cost waste caused by time overlapping to the crowdsourcing platform is effectively avoided, the time period to which the actual answering time corresponds is judged in the recycling time-lapse period, and the answer of the current task is monitored and recycled based on the judged time period.
FIG. 2 is a functional block diagram of a crowdsourcing task reclaiming apparatus according to a preferred embodiment of the present invention. The crowdsourcing task recycling device 11 includes an acquiring unit 110, a determining unit 111, a comparing unit 112, a configuring unit 113, a determining unit 114, a recycling unit 115, a crawling unit 116, a constructing unit 117, a calculating unit 118, an extracting unit 119, and a processing unit 120. The module/unit referred to in the present invention refers to a series of computer program segments capable of being executed by the processor 13 and of performing a fixed function, which are stored in the memory 12. In the present embodiment, the functions of the respective modules/units will be described in detail in the following embodiments.
When receiving the crowdsourcing task reclamation instruction, the acquisition unit 110 acquires the current task.
In at least one embodiment of the present invention, the crowdsourcing task reclamation instruction may be automatically triggered when the current task is allocated, so as to monitor the execution of the current task in an omnibearing manner during the entire execution period of the current task.
The crowdsourcing task recycling instruction is triggered in the mode, and the current task can be executed under a certain supervision effect, so that the task is prevented from being processed in a delayed mode.
Of course, in other embodiments, the crowdsourcing task reclamation instruction may also be triggered by a related staff member of the crowdsourcing platform, and the present invention is not limited.
In at least one embodiment of the present invention, the current task is a task served on the crowdsourcing platform, with certain age constraints.
It will be appreciated that multiple tasks are included on a crowdsourcing platform, and that one task will be assigned to multiple users for an answer, the current task belonging to one of the multiple tasks.
The determining unit 111 determines the valid time of the current task answer and the remaining time of the recovery aging of the current task.
In at least one embodiment of the present invention, the valid time is a time configured from a user's perspective, specifically, a user-configured answering time for each answer.
For example: when the effective time is 5 minutes, the user answers the current task within 5 minutes, and the answer is only possible to be effective.
In at least one embodiment of the present invention, the recovery time period is a time period configured in terms of tasks, that is, the configuration unit 113 configures different recovery time periods for different tasks, and the user responds to the current task within the recovery time period, so that the answer may be valid.
Specifically, the remaining time of the recovery aging refers to the remaining time of the recovery aging of the current task, and the recovery aging of each task includes a normal dispatch period and an emergency dispatch period, where the priority of the task in the emergency dispatch period is higher than the priority of the task in the normal dispatch period.
The normal dispatch period refers to a period in which a user can normally answer the current task, the emergency degree of the task in the normal dispatch period is relatively weak, and the time for canceling the task is long.
The emergency dispatch period refers to a period when a user needs to urgent processing the current task, the emergency degree of the task in the emergency dispatch period is relatively high, and the time for canceling the task is relatively short.
That is, tasks in the urgent dispatch period need to be preferentially processed so as not to be invalidated when the corresponding tasks have not been processed yet.
In at least one embodiment of the present invention, before the determining unit 111 determines the effective time of the current task answer and the remaining time of the recovery age of the current task, the crawling unit 116 crawls the historical answer data by using a web crawler technology, the constructing unit 117 constructs a regression model based on a regression analysis method by using the historical answer data, and the processing unit 120 further processes the regression model by using a generalized least square method to obtain the recovery age of the current task.
It can be understood that the regression model is constructed based on a regression analysis method, and the historical answer data can be linearly fitted, so that a section of linear relation which is more regular and has more reference value is obtained, and the regression model is further processed by a generalized least square method, so that the recovery timeliness of the current task is obtained.
The comparison unit 112 compares the effective time with the remaining time of the recovery aging to obtain a comparison result.
In at least one embodiment of the present invention, the comparison results include two of:
(1) The effective time is shorter than the remaining time of the recovery aging.
(2) The effective time is longer than the remaining time of the recovery aging.
It will be appreciated that the comparison unit 112 will also take different processing schemes corresponding to different comparison results in order to fully monitor the current task.
The configuration unit 113 configures the actual answer time of the current task according to the comparison result.
In at least one embodiment of the present invention, the actual answering time refers to the answering time finally determined after the effective time and the recovery time are taken into consideration.
Specifically, the configuring unit 113 configures, according to the comparison result, the actual answer time of the current task, including:
the configuration unit 113 determines, according to the comparison result, a shorter time of the effective time and the remaining time of the recovery aging, and further, the configuration unit 113 configures the shorter time of the effective time and the remaining time of the recovery aging as an actual answer time of the current task.
For example: task a was given to the crowdsourcing platform at 13:00, its recovery aging was 1 hour, that is, it was only valid for task a before 14:00, its recovery aging was 2 minutes and its preset valid time was 300s. Through the random dispatch logic of the crowdsourcing platform, if a user receives the task a at 13:58, the recovery expiration time of the task a is only 2 minutes (120 s) at this time, so the actual answer time of the user should be min (120 s,300 s) =120 s.
It should be noted that, when the validity time and the recovery time period are used simultaneously, there may be a case where there is a remaining validity time of the user answer at the expiration of the recovery time period, which may cause uncertainty of the node where the current task stops serving and starts checking. And after the recovery time of the current task expires, the answers collected by the crowdsourcing platform are regarded as invalid answers, enterprises cannot pay fees, and if the recovered answers are verified, the accumulated settlement fees generated after the verification is passed are required to be born by the crowdsourcing platform, so that certain losses are caused.
Through the above embodiment, the effective time and the recovery time efficiency two indexes can be comprehensively considered, and the effective time of answering questions of each round of users is considered when each task is dispatched, so that the same task is prevented from staying for a long time at a certain user, and the adverse effect is caused on the whole task flow, and the configuration unit 113 takes the index with the shorter time in the effective time and the recovery time efficiency two indexes as the actual answering time of the current task, so that the cost waste caused by time overlapping to a crowdsourcing platform is effectively avoided.
The determining unit 114 determines a period to which the period corresponding to the actual answer time belongs in the recovery timeliness.
For example: for the task a, when the recovery aging time 1 hour includes a normal dispatch period of 58 minutes and an urgent dispatch period of 2 minutes, since the task a is dispatched to a user at 13:58, the actual answer time of the task a is 2 minutes (120 s), and just falls into the urgent dispatch period; and when the recovery aging time 1 hour comprises a normal dispatch period of 59 minutes and an emergency dispatch period of 1 minute, as the task A is dispatched to the user at 13:58, the actual answer time of the task A is 2 minutes (120 s), and the task A falls into the normal dispatch period.
As described above, the recovery time period includes the normal dispatch period and the emergency dispatch period, and when the time period to which the recovery time period belongs is different, the emergency situation that indicates the current task is different, and the processing manner of the recovery unit 115 for the current task will also be different.
The retrieving unit 115 monitors and retrieves answers to the current task based on the determined period of time.
In at least one embodiment of the present invention, the retrieving unit 115 monitors the answer feedback condition of the current task so as to retrieve the answer in time.
Specifically, the retrieving unit 115 monitors and retrieves answers to the current task based on the determined period of time includes:
when the determined period is a normal dispatch period, the retrieving unit 115 monitors whether there is answer feedback in the normal dispatch period, and when there is answer feedback in the normal dispatch period, the retrieving unit 115 retrieves the answer of the feedback; or when there is no answer feedback during the normal dispatch period, the reclamation unit 115 re-dispatches the task based on the urgent dispatch period.
According to the embodiment, when the current task is not executed in time, the current task can be redistributed to the task group with higher priority, so that the current task is processed and distributed preferentially, the task with the shorter recovery expiration time is distributed and processed preferentially, the requirement of overall timeliness of the task is further met, and the processing time limit of the task is prevented from being delayed.
Preferably, the retrieving unit 115 monitors and retrieves answers to the current task based on the determined period of time includes:
when the determined period is an urgent dispatch period, the retrieving unit 115 monitors whether there is answer feedback in the urgent dispatch period, and when there is answer feedback in the urgent dispatch period, the retrieving unit 115 retrieves the answer of the feedback; or when there is no answer feedback during the emergency dispatch period, the reclamation unit 115 withdraws the current task.
It will be appreciated that the deadline already in the urgent dispatch period is short of processing, and if not processed in time, the corresponding task will overrun.
Through the embodiment, when no answer is fed back, the current task can be timely withdrawn, so that the situation that a user answers and uploads the current task is avoided, invalid task dispatch exceeding the timeliness limit is greatly reduced, and once the uploaded answer is judged to be a correct answer, the user needs to be rewarded, so that the cost of the crowdsourcing platform is increased.
In at least one embodiment of the present invention, after the current task is withdrawn, the recycling unit 115 sends a prompt message to prompt the user that the current task has expired without further answering.
Specifically, the recovery unit 115 may send the prompt message in a pop-up window manner or send the prompt message in a prompt tone manner, which is not limited by the present invention.
In at least one embodiment of the present invention, after monitoring and retrieving the answers of the current task based on the determined period, the obtaining unit 110 obtains the retrieved answers of the current task, the calculating unit 118 calculates the similarity between the answers of the current task, and divides the answers of the current task into at least one similar answer group according to the calculated similarity, the extracting unit 119 extracts a similar answer group having the largest number of answers from the at least one similar answer group, and when the proportion of the total number of answers included in the extracted similar answer group in the answers of the current task is higher than a preset proportion, the extracting unit 119 outputs the extracted similar answer group.
The preset threshold may be configured in a user-defined manner, for example: 99%, etc.
Likewise, the preset ratio may be configured in a customized manner, for example: 85%, etc.
The verification process of the extracted answers belongs to cross verification, manual participation is not needed, labor cost is reduced, and the verification process is more efficient.
According to the technical scheme, when a crowdsourcing task recycling instruction is received, a current task can be obtained, the effective time of answering a question of the current task and the residual time of recycling time of the current task are determined, the effective time and the residual time of recycling time are compared to obtain a comparison result, the actual answering time of the current task is further configured according to the comparison result, and due to the fact that two indexes are considered, cost waste caused by time overlapping to a crowdsourcing platform is effectively avoided, the time period of the actual answering time corresponding to the time period in the recycling time is judged, and the answer of the current task is monitored and recycled based on the judged time period, so that recycling efficiency of the crowdsourcing task is improved.
Fig. 3 is a schematic structural diagram of an electronic device according to a preferred embodiment of the present invention for implementing the crowdsourcing task reclaiming method.
In one embodiment of the invention, the electronic device 1 includes, but is not limited to, a memory 12, a processor 13, and a computer program, such as a crowdsourcing task reclaiming program, stored in the memory 12 and executable on the processor 13.
It will be appreciated by those skilled in the art that the schematic diagram is merely an example of the electronic device 1 and does not constitute a limitation of the electronic device 1, and may include more or less components than illustrated, or may combine certain components, or different components, e.g. the electronic device 1 may further include input-output devices, network access devices, buses, etc.
The processor 13 may be a central processing unit (Central Processing Unit, CPU), but may also be other general purpose processors, digital signal processors (Digital Signal Processor, DSP), application specific integrated circuits (Application Specific Integrated Circuit, ASIC), field programmable gate arrays (Field-Programmable Gate Array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or the like. The general purpose processor may be a microprocessor or the processor may be any conventional processor, etc., and the processor 13 is an operation core and a control center of the electronic device 1, connects various parts of the entire electronic device 1 using various interfaces and lines, and executes an operating system of the electronic device 1 and various installed applications, program codes, etc.
The processor 13 executes the operating system of the electronic device 1 and various types of applications installed. The processor 13 executes the application program to implement the steps in the above-described embodiments of the crowdsourcing task reclaiming method, such as steps S10, S11, S12, S13, S14, S15 shown in fig. 1.
Alternatively, the processor 13 may implement the functions of the modules/units in the above-described device embodiments when executing the computer program, for example: when a crowdsourcing task recovery instruction is received, acquiring a current task; determining the effective time of the answer of the current task and the residual time of recovery timeliness of the current task; comparing the effective time with the residual time of recovery aging to obtain a comparison result; according to the comparison result, configuring the actual answering time of the current task; judging the time period of the time period corresponding to the actual answering time in the recovery aging; and monitoring and recovering the answer of the current task based on the determined time period.
Illustratively, the computer program may be partitioned into one or more modules/units that are stored in the memory 12 and executed by the processor 13 to complete the present invention. The one or more modules/units may be a series of instruction segments of a computer program capable of performing a specific function for describing the execution of the computer program in the electronic device 1. For example, the computer program may be divided into an acquisition unit 110, a determination unit 111, a comparison unit 112, a configuration unit 113, a determination unit 114, a recovery unit 115, a crawling unit 116, a construction unit 117, a calculation unit 118, an extraction unit 119, and a processing unit 120.
The memory 12 may be used to store the computer program and/or module, and the processor 13 may implement various functions of the electronic device 1 by running or executing the computer program and/or module stored in the memory 12 and invoking data stored in the memory 12. The memory 12 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program (such as a sound playing function, an image playing function, etc.) required for at least one function, and the like; the storage data area may store data created according to the use of the electronic device (such as audio data, etc.), and the like. In addition, the memory 12 may include non-volatile memory, such as a hard disk, memory, plug-in hard disk, smart Media Card (SMC), secure Digital (SD) Card, flash Card (Flash Card), at least one disk storage device, flash memory device, or other non-volatile solid state storage device.
The memory 12 may be an external memory and/or an internal memory of the electronic device 1. Further, the memory 12 may be a circuit with a memory function, such as FIFO (First In First Out), etc., without physical form in the integrated circuit. Alternatively, the memory 12 may be a physical memory, such as a memory bank, a TF Card (Trans-flash Card), or the like.
The integrated modules/units of the electronic device 1 may be stored in a computer readable storage medium if implemented in the form of software functional units and sold or used as separate products. Based on such understanding, the present invention may implement all or part of the flow of the method of the above embodiment, or may be implemented by a computer program to instruct related hardware, where the computer program may be stored in a computer readable storage medium, and when the computer program is executed by a processor, the computer program may implement the steps of each of the method embodiments described above.
Wherein the computer program comprises computer program code which may be in source code form, object code form, executable file or some intermediate form etc. The computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM).
In connection with fig. 1, the memory 12 in the electronic device 1 stores a plurality of instructions to implement a crowdsourcing task reclamation method, the processor 13 being executable to implement: when a crowdsourcing task recovery instruction is received, acquiring a current task; determining the effective time of the answer of the current task and the residual time of recovery timeliness of the current task; comparing the effective time with the residual time of recovery aging to obtain a comparison result; according to the comparison result, configuring the actual answering time of the current task; judging the time period of the time period corresponding to the actual answering time in the recovery aging; and monitoring and recovering the answer of the current task based on the determined time period.
Specifically, the specific implementation method of the above instructions by the processor 13 may refer to the description of the relevant steps in the corresponding embodiment of fig. 1, which is not repeated herein.
In the several embodiments provided in the present invention, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the modules is merely a logical function division, and there may be other manners of division when actually implemented.
The modules described as separate components may or may not be physically separate, and components shown as modules may or may not be physical units, may be located in one place, or may be distributed over multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional module in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units can be realized in a form of hardware or a form of hardware and a form of software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof.
The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
Furthermore, it is evident that the word "comprising" does not exclude other elements or steps, and that the singular does not exclude a plurality. A plurality of units or means recited in the system claims can also be implemented by means of software or hardware by means of one unit or means. The terms second, etc. are used to denote a name, but not any particular order.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present invention and not for limiting the same, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention.
Claims (9)
1. A method for crowd-sourced task reclamation, the method comprising:
when a crowdsourcing task recovery instruction is received, acquiring a current task;
determining the effective time of the current task questions and the residual time of the recovery time of the current task, wherein the effective time is configured by a user angle, and specifically refers to the answering time configured for each user answering; the recovery aging is time configured in the angle of the task, namely different recovery aging is configured for different tasks;
comparing the effective time with the residual time of recovery aging to obtain a comparison result;
according to the comparison result, configuring the actual answer time of the current task, including: determining shorter time in the effective time and the residual time of recovery aging according to the comparison result; the shorter time in the effective time and the residual time of recovery aging is configured as the actual answering time of the current task;
judging the time period of the time period corresponding to the actual answering time in the recovery aging;
and monitoring and recovering the answer of the current task based on the determined time period.
2. The crowdsourcing task reclamation method of claim 1, wherein the reclamation age of each task comprises a normal dispatch period and an emergency dispatch period, the priority of a task in the emergency dispatch period being higher than the priority of a task in the normal dispatch period.
3. The crowdsourcing task reclaiming method of claim 1, wherein prior to determining the validity time of the current task answer and the remaining time of the reclaiming age of the current task, the method further comprises:
crawling historical answer data by adopting a web crawler technology;
constructing a regression model by using the historical answer data based on a regression analysis method;
and processing the regression model by adopting a generalized least square method to obtain recovery timeliness of the current task.
4. The crowdsourcing task reclamation method as recited in claim 2, wherein monitoring and reclaiming answers to the current task based on the determined period of time comprises:
when the determined time period is a normal dispatch time period, monitoring whether answer feedback exists in the normal dispatch time period;
recovering the answers fed back when the answers fed back exist in the normal dispatch period;
and re-dispatching the task based on the emergency dispatch period when no answer feedback exists in the normal dispatch period.
5. The crowdsourcing task reclamation method as recited in claim 2, wherein monitoring and reclaiming answers to the current task based on the determined period of time comprises:
when the determined time period is an emergency dispatch time period, monitoring whether answer feedback exists in the emergency dispatch time period;
recovering the answers of the feedback when the answers are fed back in the emergency dispatch period;
and when no answer feedback exists in the emergency dispatch period, the current task is cancelled.
6. The crowdsourcing task reclamation method as recited in claim 1, wherein after monitoring and reclaiming answers to the current task based on a determined period of time, the method further comprises:
acquiring the recovered answers of the current task;
calculating the similarity between answers of the current task, and dividing the answers of the current task into at least one similar answer group according to the calculated similarity;
extracting the similar answer group with the largest number of answers from the at least one similar answer group;
and outputting the extracted similar answer set when the proportion of the total amount of the answers contained in the extracted similar answer set in the answer of the current task is higher than a preset proportion.
7. A crowdsourcing task reclaiming apparatus, the apparatus comprising:
the acquisition unit is used for acquiring a current task when receiving a crowdsourcing task recovery instruction;
the determining unit is used for determining the effective time of the current task answering and the residual time of recovery timeliness of the current task, wherein the effective time is configured by a user angle, and particularly refers to the answering time configured for each answering user; the recovery aging is time configured in the angle of the task, namely different recovery aging is configured for different tasks;
the comparison unit is used for comparing the effective time with the residual time of the recovery aging to obtain a comparison result;
the configuration unit is configured to configure the actual answer time of the current task according to the comparison result, and includes: determining shorter time in the effective time and the residual time of recovery aging according to the comparison result; the shorter time in the effective time and the residual time of recovery aging is configured as the actual answering time of the current task;
the judging unit is used for judging the time period of the recovery timeliness of the time period corresponding to the actual answer time;
And the recovery unit is used for monitoring and recovering the answer of the current task based on the determined time period.
8. An electronic device, the electronic device comprising:
a memory storing at least one instruction; and
A processor executing instructions stored in the memory to implement a crowdsourcing task reclamation method as recited in any of claims 1 to 6.
9. A computer-readable storage medium, characterized by: the computer-readable storage medium having stored therein at least one instruction for execution by a processor in an electronic device to implement a crowdsourcing task reclaiming method as claimed in any one of claims 1 to 6.
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| CN202010105777.XA CN111325468B (en) | 2020-02-19 | 2020-02-19 | Crowd-sourced task recycling method and device, electronic equipment and storage medium |
| PCT/CN2020/119106 WO2021164264A1 (en) | 2020-02-19 | 2020-09-29 | Crowdsourcing task collection method and apparatus, electronic device, and storage medium |
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105631600A (en) * | 2016-01-07 | 2016-06-01 | 平安科技（深圳）有限公司 | Method and system for publishing auto insurance survey tasks |
| CN106358289A (en) * | 2016-09-30 | 2017-01-25 | 深圳市华傲数据技术有限公司 | Data acquiring method and device based on crowdsourcing and server |
| CN106408486A (en) * | 2016-09-30 | 2017-02-15 | 深圳市华傲数据技术有限公司 | Data collection method and system for grid management |
| CN108171699A (en) * | 2018-01-11 | 2018-06-15 | 平安科技（深圳）有限公司 | Setting loss Claims Resolution method, server and computer readable storage medium |
| CN109544015A (en) * | 2018-11-26 | 2019-03-29 | 平安科技（深圳）有限公司 | A kind of method for allocating tasks and relevant device based on data processing |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9594944B2 (en) * | 2013-09-25 | 2017-03-14 | Xerox Corporation | Methods and systems for monitoring a worker performing a crowdsourced task |
| US20150242798A1 (en) * | 2014-02-26 | 2015-08-27 | Xerox Corporation | Methods and systems for creating a simulator for a crowdsourcing platform |
| CN111325468B (en) * | 2020-02-19 | 2024-03-29 | 平安科技（深圳）有限公司 | Crowd-sourced task recycling method and device, electronic equipment and storage medium |
-
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Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105631600A (en) * | 2016-01-07 | 2016-06-01 | 平安科技（深圳）有限公司 | Method and system for publishing auto insurance survey tasks |
| CN106358289A (en) * | 2016-09-30 | 2017-01-25 | 深圳市华傲数据技术有限公司 | Data acquiring method and device based on crowdsourcing and server |
| CN106408486A (en) * | 2016-09-30 | 2017-02-15 | 深圳市华傲数据技术有限公司 | Data collection method and system for grid management |
| CN108171699A (en) * | 2018-01-11 | 2018-06-15 | 平安科技（深圳）有限公司 | Setting loss Claims Resolution method, server and computer readable storage medium |
| CN109544015A (en) * | 2018-11-26 | 2019-03-29 | 平安科技（深圳）有限公司 | A kind of method for allocating tasks and relevant device based on data processing |
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