CN114757619A - A kind of package transportation status identification method and related equipment - Google Patents

Abstract

The invention discloses a parcel transportation state identification method and related equipment, wherein the method comprises the steps of acquiring parcel information, wherein the parcel information comprises a parcel single number; acquiring logistics track information corresponding to the package information according to the package information, wherein the logistics track information comprises a plurality of logistics nodes and node information corresponding to each logistics node; aiming at each logistics node, determining a node state corresponding to the logistics node according to node information corresponding to the logistics node; and determining the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes. The invention can integrate logistics of different logistics merchants, so that a user can clearly and clearly see the transportation condition of the packages, thereby carrying out classification processing on the packages in different states.

Description

A kind of package transportation status identification method and related equipment

technical field

The invention relates to the technical field of logistics, and in particular, to a method and related equipment for identifying a package transportation state.

Background technique

With the rapid development of cross-border e-commerce, the online shopping demand of global users has risen sharply. The rise in downstream demand has stimulated the development of the upstream. Among them, there are more and more e-commerce platforms and delivery channels, and more and more types. The most obvious point is that the number of logistics parcels has increased exponentially in recent years. At the same time as the rise of logistics packages, the monitoring of the transportation status of packages has also attracted much attention. At present, the logistics track status that logistics providers can provide are relatively simple, and there are only three common ones: pending delivery, delivered and delivered. It is difficult for e-commerce platforms to monitor the detailed status of packages in time, and buyers are seeing these When describing the status, there is also a lack of specific concepts, which leads to confusion about the trajectory status, which causes unnecessary communication costs between buyers and sellers. At the same time, since it is difficult for the e-commerce platform to monitor the specific status of the package, it is difficult to intervene in time when the situation occurs, resulting in a poor shopping experience for buyers.

SUMMARY OF THE INVENTION

The technical problem to be solved by the present invention is that most of the current parcels have a single logistics track state. Aiming at the deficiencies of the prior art, a method and related equipment for identifying the transportation state of a parcel are provided.

In order to solve the above-mentioned technical problems, the technical scheme adopted in the present invention is as follows:

A method for identifying a package transportation state, the method comprising:

obtaining package information, wherein the package information includes a package order number;

According to the package information, obtain logistics track information corresponding to the package information, wherein the logistics track information includes several logistics nodes and node information corresponding to each of the logistics nodes;

For each of the logistics nodes, according to the node information corresponding to the logistics node, determine the node state corresponding to the logistics node;

According to the node states corresponding to all the logistics nodes, the transportation state corresponding to the package information is determined.

In the method for identifying the status of package transportation, wherein the node status types include not being queried, waiting to be connected to the Internet, in transit, picking up on arrival, successfully signing for receipt, delivery failure, abnormality and long-term transportation.

The method for identifying the status of package transportation, wherein, after obtaining the logistics track information corresponding to the package information according to the package information, the method further includes:

When the logistics track information is empty, the transportation status corresponding to the package information is not queried.

The method for identifying the status of package transportation, wherein the determining the node status corresponding to the logistics node according to the node information corresponding to the logistics node includes:

Keyword extraction is performed on the node information corresponding to the logistics node to obtain the main state keyword;

Based on a preset state thesaurus, the main state keywords are matched to obtain the state words corresponding to the main state keywords;

According to the type of the state word, the node state corresponding to the logistics node is determined.

The method for identifying the status of package transportation, wherein, according to the status word, determining the node status corresponding to the logistics node includes:

When the type of the state word is a sign-in word, determine whether the state words corresponding to the first N logistics nodes of the logistics node are sign-in words, wherein the sign-in word is a word related to sign-in, and N is a positive integer;

If so, determine that the status of the node corresponding to the logistics node is successful receipt.

The method for identifying the status of package transportation, wherein, according to the status word, determining the node status corresponding to the logistics node includes:

When the type of the state word is a transport word, determine whether there is a logistics node that is a state change node between the node time corresponding to the logistics node and the current time;

When there is no logistics node that is a state change node between the node time corresponding to the logistics node and the current time, calculate the time difference between the node time and the current time;

When the time difference is greater than the preset time threshold, it is determined that the state of the node corresponding to the logistics node is too long in transportation.

The method for identifying the status of package transportation, wherein determining the transportation status corresponding to the package information according to the node statuses corresponding to all the logistics nodes includes:

When the quantity of the logistics track information is greater than one, combine all the logistics track information to obtain logistics combined information;

The logistics node with the closest corresponding node time in the logistics consolidation information is used as the target node, and the node state corresponding to the target node is used as the transportation state corresponding to the package information.

A package transportation status identification device, the device includes:

a first obtaining module, used to obtain package information, wherein the package information includes a package order number;

The second obtaining module is configured to obtain the logistics track information corresponding to the package information according to the package information, wherein the logistics track information includes several logistics nodes and node information corresponding to each of the logistics nodes;

a first determining module, configured to, for each of the logistics nodes, determine the node state corresponding to the logistics node according to the node information corresponding to the logistics node;

The second determination module is configured to determine the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes.

A computer-readable storage medium storing one or more programs that can be executed by one or more processors to implement package transportation as described in any of the above Steps in a state identification method.

A terminal device, comprising: a processor, a memory and a communication bus; a computer-readable program executable by the processor is stored on the memory;

The communication bus implements connection communication between the processor and the memory;

When the processor executes the computer-readable program, the steps in any one of the above-mentioned methods for identifying a package transportation state are implemented.

Beneficial effects: The present invention discloses a method for identifying a package transportation state, which firstly obtains the package information to be identified, and then obtains the logistics track information according to the package information. Then confirm the node status for each logistics node in the logistics track information. Since each logistics node confirms its corresponding node status, rather than a long language description of general logistics, users can quickly obtain the status of the package they want to know at each logistics node. In addition, the transportation status corresponding to the package information will be determined according to the node status corresponding to all logistics nodes, which is also very convenient for users to quickly judge, so as to process packages in different statuses.

Description of drawings

FIG. 1 is a flow chart of a method for identifying a package transportation status provided by the present invention.

FIG. 2 is a schematic structural diagram of a package transportation state identification device provided by the present invention.

FIG. 3 is a schematic structural diagram of a terminal device provided by the present invention.

Detailed ways

The present invention provides a method for identifying the status of package transportation. In order to make the purpose, technical solutions and effects of the present invention clearer and clearer, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.

It will be understood by those skilled in the art that the singular forms "a", "an", "the" and "the" as used herein can include the plural forms as well, unless expressly stated otherwise. It should be further understood that the word "comprising" used in the description of the present invention refers to the presence of stated features, integers, steps, operations, elements and/or components, but does not exclude the presence or addition of one or more other features, Integers, steps, operations, elements, components and/or groups thereof. It will be understood that when we refer to an element as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Furthermore, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combination of one or more of the associated listed items.

It will be understood by those skilled in the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. It should also be understood that terms, such as those defined in a general dictionary, should be understood to have meanings consistent with their meanings in the context of the prior art and, unless specifically defined as herein, should not be interpreted in idealistic or overly formal meaning to explain.

As shown in Figure 1, this implementation provides a method for identifying the status of package transportation. For the convenience of description, a common server is used as the execution subject for description. The server here can be replaced with a device with data processing functions such as a tablet and a computer. The method for identifying the status of package transportation includes the following steps:

S10. Obtain package information.

Specifically, when the user sends a package, the logistics provider will provide a package information bound to the package. The user enters the package information into the server. When the server starts the identification of the status of the package transportation, the package information is read from the stored data.

In the embodiment of this city, the package information includes the package number, and may also include the name of the logistics provider responsible for the package. Since different logistics providers now use different parcel numbers, the identification algorithm for different parcel numbers is set in the server in advance, and the server can easily identify the names of the logistics providers corresponding to different parcel numbers according to the parcel numbers. However, in the world, the number of logistics providers is large, and the naming rules change rapidly. The package information contains the name of the logistics provider, and the subsequent acquisition of logistics trajectory information will be more accurate and faster.

S20. According to the package information, obtain logistics track information corresponding to the package information.

Specifically, since the logistics status of the logistics provider is publicly available for query, after the server obtains the package information, the server can obtain the logistics track information corresponding to the package information through the logistics track query interface corresponding to the name of the service provider.

The logistics track information includes several logistics nodes and node information corresponding to each of the logistics nodes. The logistics track information includes multiple logistics nodes, and each logistics node represents the node where the status of the package has changed. For example, "A year, B, month, and C date, the courier arrives at place D." This is a logistics node, and its corresponding node information is " The courier arrives at place D".

Since some logistics providers do not necessarily enter the logistics data into the system when issuing the parcel number, when querying through the query interface, the obtained logistics trajectory information may be "there is no relevant information yet", etc. If the obtained logistics track information does not contain logistics nodes, the logistics node information will be regarded as empty, and the transportation status corresponding to the package information will be directly confirmed as unavailable.

S30. For each of the logistics nodes, determine a node state corresponding to the logistics node according to the node information corresponding to the logistics node.

Specifically, for each logistics node, since it has node information, and the node information contains the state of the node, the corresponding state, that is, the node state, can be determined according to the node information corresponding to the logistics node. Because the description language methods used by different logistics providers are very different, there are different expressions for the same status, such as "express delivery arrives at D place", "express delivery arrives at D location", "express delivery at D place", although the expressions are different, But the meaning is the same. Therefore, a unified state language is preset to describe the node state, and this unified state language is the node state type. In this embodiment, the node status types include not being queried, waiting to be connected to the Internet, in transit, picking up on arrival, successful receipt, delivery failure, abnormality, and long transportation. Then, the node information can be matched with the node state type.

In a way of determining the state of a node based on node information, a semantic recognition model can be pre-trained. The semantic recognition model can divide training sentences with different contents into preset node state types. Therefore, after the node information is obtained, the node information can be input into the trained semantic recognition model, and based on the semantic recognition model, the node information is semantically recognized, and the node state type corresponding to the node information is obtained.

Since most languages for describing the status of the package are similar, and the number of words used is not particularly large, another method of determining the status of the node in this embodiment is to use the keyword method. The specific process is:

A10. Perform keyword extraction on the node information corresponding to the logistics node to obtain a main state keyword.

Specifically, since the node information is generally a sentence, the logistics node information is firstly segmented to obtain several words. For example, "express delivery arrives at place D" in the preceding paragraph can be divided into "express delivery", "arrival", and "place D". Use these words as primary state keywords.

A20. Based on a preset state thesaurus, match the main state keywords to obtain state words corresponding to the main state keywords.

Specifically, a thesaurus containing a plurality of state words, that is, a state thesaurus, is preset.

Different state words are also classified into different types due to the different states they describe. Therefore, different state words are divided into different types in advance.

Match the obtained main state keywords with the state words in the state thesaurus. The matching here does not need to be exactly the same, and the similarity value can be used. For example, the main status word is "arrived", and the matching keyword is "delivered". The similarity value between the two words is calculated, and when the similarity value between the two words reaches a preset threshold, it is determined that "delivered" corresponds to the main state keyword "arrived".

A30. Determine the node state corresponding to the logistics node according to the type of the state word.

Specifically, multiple status words may correspond to one status type, for example, for the node status type "in transit", the status words contained in the corresponding status word database may include "arrival", "delivery", "next station" ,"Already sent".

Therefore, when the state word corresponding to the main state keyword is determined, the node state corresponding to the logistics node can be determined according to the type of the state word.

In this embodiment, the node states of "waiting to access the Internet", "in transit", "replacing on arrival", and "failed to deliver" can be directly determined by keyword matching. However, for "transportation too long" and "successful receipt", the keyword matching may not be accurate.

For "successful receipt", in the actual delivery process, after the package is signed, the logistics track information provided by the logistics provider will stop updating. In a completed package logistics track information list, the most recent ones will appear "signed". , "Pickup", "Delivery", "Place Express Cabinets" and other keywords related to parcel receipt. Therefore, in order to ensure that the currently judged logistics node is indeed the node that has signed the receipt. When determining whether a logistics node is "successfully signed", the process is as follows:

A311. When the type of the state word is a sign-in word, determine whether the state words corresponding to the first N logistics nodes of the logistics node are sign-in words.

Specifically, the number of logistics nodes before the logistics node that needs to be judged is preset. "Before" here is arranged in chronological order between other logistics nodes and this logistics node. For example, the nodes in the logistics track information are E node, F node, G node and H node in chronological order. If the logistics node determined by the current state is the H node, and the preset N is 2, the first N logistics nodes are the F node and the G node.

When the type of the state word is a sign-in word, it is determined whether the state words corresponding to the first N logistics nodes are sign-in words.

A312: If yes, determine that the node status corresponding to the logistics node is successful receipt.

Specifically, if it is, it means that before the current logistics node, the logistics status is close to the receipt, therefore, it is determined that the node status corresponding to the logistics node is "successfully signed".

A313. If no, further judge the node status of the logistics node.

Specifically, if no, it means that before the logistics node, the logistics state is not close to the state of receipt, but the state of the logistics node itself is close to the state of receipt. Therefore, the node state of the logistics node needs to be further judged.

In this embodiment, the further judgment of the logistics node may include how to determine the node status as "waiting for Internet access", "in transit", "replacing on arrival", "successful receipt", "delivery failure", "existing abnormality". ” and “shipping too long”. In addition to the method for further determining the node status provided in this embodiment, other methods for judging the node status that have been disclosed or used may also be used, for example, judging according to keywords and judging according to semantics.

Compared with semantic recognition, the keyword matching method cannot really understand the meaning of node information, so the keyword matching method will have a higher error in the state of "successful sign-off". Comparing the node status before the current logistics node can further improve the accuracy of whether the node status corresponding to the logistics node is "successfully signed".

For the situation of "transportation for too long", the transportation for too long will not be directly displayed in the node of the logistics track. Therefore, the method used to determine whether the node status is "transportation for too long" is as follows:

A321. When the type of the state word is a transport word, determine whether there is a logistics node that is a state change node between the node time corresponding to the logistics node and the current time.

The transport word is a status word related to the node status type in transit, such as "going to", "next station is", "sending out".

When the status word of the logistics node is a transport word, it means that the parcel transportation has occurred at the node time corresponding to the logistics node. If there is a state change during the package transportation, for example, the current logistics node is node A, and its corresponding state word is "in transit", and the next node of node A, namely node B, the corresponding state word is "Arrival to replace", that is, a state change has occurred, and a logistics node with a different type of state word corresponding to the corresponding state word and the currently judged logistics node is called a state change node.

If the status of the package does not change for a long time, there may be an abnormality. At this time, the user and the logistics provider need to communicate in time. Therefore, there may be cases where the transportation time is too long, including the need for additional marking.

The judgment method adopted in this embodiment is whether there is a state change node between the node time corresponding to the logistics node, such as 12:00 on March 12, 2022, and the current time, such as 12:00 on March 14, 2022 .

A322. When no logistics node is a state change node between the node time corresponding to the logistics node and the current time, calculate the time difference between the node time and the current time.

Specifically, if it exists, it means that the package is in a state of normal delivery and has been in transit to the next stage. If not, the package is still in transit.

If the transportation time is short, it may be in a normal state of transportation; if the transportation time is too long, it may be in an abnormal state of long transportation.

Calculate the time difference between the logistics node and the current time to evaluate whether the transportation time corresponding to the logistics node is reasonable.

A323. When the time difference is greater than a preset time threshold, determine that the state of the node corresponding to the logistics node is too long in transportation.

In this embodiment, different time thresholds are set in advance for different logistics situations. The time threshold here can be statistically analyzed according to the user's previous waybill data, such as calculating the average time of transportation from A to B. When the origin of the current package information is place A and the destination is place B, the time threshold corresponding to the logistics track information is set as the average time calculated before.

When the time difference is greater than the preset time threshold, it is determined that the state of the node corresponding to the logistics node is too long in transportation. Similarly, when the time difference is less than the preset time threshold, it is determined that the node state corresponding to the flow node is in transit.

S40. Determine the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes.

Specifically, when the node states corresponding to all logistics nodes are obtained, the node state of the nearest logistics node at the corresponding node time is used as the transportation state corresponding to the package information.

For example, there are some packages that are re-delivered from the transport status of "arrived to be picked up". For example, the recipient requests to change the address. At this time, a new logistics trajectory will be generated. If the delivery is not successful in the end, the node status of the latest logistics node will be used." Delivery failed" as the package status. Or some packages are re-delivered after failing to deliver, and finally reach the node status of "arrived to be picked up". At this time, the status of the package is judged to be "arrived and picked up".

In addition, some logistics providers have more than one piece of logistics track information. For example, the Netherlands Post generally has five pieces of logistics track information. Therefore, when the number of logistics track information is greater than one, all logistics track information is merged to obtain the track merge. information. Then, the logistics node with the smallest time difference between the corresponding node time and the current time in the trajectory merge information is used as the target node. Then, the node state corresponding to the target node is used as the transportation state corresponding to the package.

Based on the above-mentioned method for identifying the state of package transportation, the present invention further provides a device 100 for identifying the state of package transportation. The device includes:

a first obtaining module 110, configured to obtain package information, wherein the package information includes a package order number;

The second obtaining module 120 is configured to obtain logistics track information corresponding to the package information according to the package information, wherein the logistics track information includes several logistics nodes and node information corresponding to each of the logistics nodes;

The first determination module 130 is configured to, for each of the logistics nodes, determine the node state corresponding to the logistics node according to the node information corresponding to the logistics node;

The second determining module 140 is configured to determine the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes.

Wherein, the types of the node status include not being queried, waiting to be connected to the Internet, in transit, picking up on arrival, successful receipt, delivery failure, abnormality, and long transportation.

Wherein, the package transportation status device further includes a query result module, and the query result module is used for:

When the logistics track information is empty, the transportation status corresponding to the package information is not queried.

Wherein, the first determining module 130 includes:

The extraction unit is used for keyword extraction of the node information corresponding to the logistics node to obtain the main state keyword;

a matching unit, configured to match the main state keywords based on a preset state thesaurus to obtain state words corresponding to the main state keywords;

The determining unit is used for determining the node state corresponding to the logistics node according to the type of the state word.

Wherein, the determining unit is specifically used for:

When the type of the state word is a sign-in word, determine whether the state words corresponding to the first N logistics nodes of the logistics node are sign-in words, wherein the sign-in word is a word related to sign-in, and N is a positive integer;

If so, determine that the status of the node corresponding to the logistics node is successful receipt.

Wherein, the determining unit is also used for:

When the type of the state word is a transport word, determine whether there is a logistics node that is a state change node between the node time corresponding to the logistics node and the current time;

When there is no logistics node that is a state change node between the node time corresponding to the logistics node and the current time, calculate the time difference between the node time and the current time;

When the time difference is greater than the preset time threshold, it is determined that the state of the node corresponding to the logistics node is too long in transportation.

Wherein, the second determining unit is used for:

When the quantity of the logistics track information is greater than one, combine all the logistics track information to obtain logistics combined information;

The logistics node with the closest corresponding node time in the logistics consolidation information is used as the target node, and the node state corresponding to the target node is used as the transportation state corresponding to the package information.

Based on the above-mentioned method for identifying the status of package transportation, the present invention also provides a terminal device, as shown in FIG. 3 , which includes at least one processor 20 ; a display screen 21 ; and a memory 22 , which may also include communication Interface (Communications Interface) 23 and bus 24. The processor 20 , the display screen 21 , the memory 22 and the communication interface 23 can communicate with each other through the bus 24 . The display screen 21 is set to display the user guide interface preset in the initial setting mode. The communication interface 23 can transmit information. The processor 20 may invoke logic commands in the memory 22 to perform the methods in the above-described embodiments.

In addition, the above-mentioned logic commands in the memory 22 may be implemented in the form of software functional units and may be stored in a computer-readable computer-readable storage medium when sold or used as an independent product.

As a computer-readable storage medium, the memory 22 may be configured to store software programs and computer-executable programs, such as program commands or modules corresponding to the methods in the embodiments of the present disclosure. The processor 20 executes functional applications and data processing by running the software programs, commands or modules stored in the memory 22, ie, implements the methods in the above embodiments.

The memory 22 may include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal device, and the like. Additionally, memory 22 may include high-speed random access memory, and may also include non-volatile memory. For example, U disk, removable hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disk or optical disk and other media that can store program codes, or temporary state computer-readable storage medium.

In addition, the above-mentioned computer-readable storage medium and the specific process of loading and executing the multiple command processors in the terminal device have been described in detail in the above-mentioned method, and will not be described one by one here.

Finally, it should be noted that: the above embodiments are only used to illustrate the technical solutions of the present invention, but not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand: it can still be The technical solutions described in the foregoing embodiments are modified, or some technical features thereof are equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (10)

1. A package shipping status identification method, the method comprising:

acquiring package information, wherein the package information comprises a package order number;

acquiring logistics track information corresponding to the package information according to the package information, wherein the logistics track information comprises a plurality of logistics nodes and node information corresponding to each logistics node;

aiming at each logistics node, determining a node state corresponding to the logistics node according to node information corresponding to the logistics node;

and determining the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes.

2. The package transportation state identification method according to claim 1, wherein the type of the node state comprises no inquiry, no network access, transportation in the way, substitution arrival, successful sign-in, delivery failure, presence of anomaly, and transportation over a long time.

3. The package transportation state identification method according to claim 2, further comprising, after acquiring logistics track information corresponding to the package information according to the package information:

and when the logistics track information is empty, the transportation state corresponding to the package information is not inquired.

4. The method for identifying the package transportation state according to claim 2, wherein the determining the node state corresponding to the logistics node according to the node information corresponding to the logistics node comprises:

extracting key words from node information corresponding to the logistics node to obtain main state key words;

matching the main state keywords based on a preset state word library to obtain state words corresponding to the main state keywords;

and determining the node state corresponding to the logistics node according to the type of the state word.

5. The method for identifying the package transportation state according to claim 2, wherein the determining the node state corresponding to the logistics node according to the state word comprises:

when the type of the state word is a sign-off word, judging whether the state words corresponding to the first N logistics nodes of the logistics node are sign-off words or not, wherein the sign-off words are words related to sign-off, and N is a positive integer;

if yes, determining that the node state corresponding to the logistics node is successful sign-in.

6. The package transportation state identification method according to claim 2, wherein the determining the node state corresponding to the logistics node according to the state word comprises:

when the type of the state word is a transport word, judging whether a logistics node is a state change node between the node moment corresponding to the logistics node and the current moment;

when no logistics node corresponding to the logistics node is a state change node from the node moment to the current moment, calculating the time difference between the node moment and the current moment;

and when the time difference is larger than a preset time threshold, determining that the node state corresponding to the logistics node is too long in transportation.

7. The method for identifying the package transportation state according to any one of claims 1 to 6, wherein the determining the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes comprises:

when the number of the logistics track information is more than one, combining all the logistics track information to obtain logistics combination information;

and taking the logistics node which is closest to the corresponding node in the logistics merging information as a target node, and taking the node state corresponding to the target node as the transportation state corresponding to the package information.

8. A package transportation state recognition device, characterized by comprising:

the system comprises a first acquisition module, a second acquisition module and a third acquisition module, wherein the first acquisition module is used for acquiring parcel information, and the parcel information comprises a parcel order number;

the second acquisition module is used for acquiring logistics track information corresponding to the parcel information according to the parcel information, wherein the logistics track information comprises a plurality of logistics nodes and node information corresponding to each logistics node;

the first determining module is used for determining the node state corresponding to each logistics node according to the node information corresponding to the logistics node;

and the second determining module is used for determining the transportation state corresponding to the package information according to the node states corresponding to all the logistics nodes.

9. A computer-readable storage medium storing one or more programs, the one or more programs being executable by one or more processors to perform the steps of the package transportation state identification method according to any one of claims 1 to 7.

10. A terminal device, comprising: a processor, a memory, and a communication bus; the memory has stored thereon a computer readable program executable by the processor;

the communication bus realizes connection communication between the processor and the memory;

the processor, when executing the computer readable program, implements the steps in the package transportation status identification method according to any one of claims 1 to 7.

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