WO2011000144A1 - Aggregation method of information items set directory and system thereof - Google Patents
Aggregation method of information items set directory and system thereof Download PDFInfo
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- WO2011000144A1 WO2011000144A1 PCT/CN2009/072520 CN2009072520W WO2011000144A1 WO 2011000144 A1 WO2011000144 A1 WO 2011000144A1 CN 2009072520 W CN2009072520 W CN 2009072520W WO 2011000144 A1 WO2011000144 A1 WO 2011000144A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
Definitions
- the present invention relates to a computer information classification and retrieval technique, and more particularly to an aggregation method and system for an information item collection directory. Background technique
- a file item refers to a unique identifier of a file in the file system in which it is located; a file item set is composed of n different file items. The set, n is an integer greater than or equal to 0; attribute, record characteristic information of a certain aspect of the file item, can be artificially given.
- a file item can appear at most once in a collection of file items, but a file item can be attributed to multiple different sets of file items; a file item can be assigned n attributes, The attribute must be set to the corresponding attribute value, n is an integer greater than or equal to 0; a file item set can be assigned n attributes, and the corresponding attribute value range must be set for the attribute given, n is an integer greater than or equal to 0; A file item collection has a certain attribute and a corresponding attribute value range, and the attribute belonging to the file item set must have the attribute, and the corresponding attribute value is within the attribute value range set by the file item set, but a file item may have the same An attribute that is not available in the collection of owned file items.
- the categorization method of the collection-based file item proposed by this application is to establish the attribution relationship between the file item and the existing file item set by directly specifying or assigning the attribute and setting its corresponding attribute value or a combination of the two.
- the search method proposed by this application refers to obtaining a result file item set from an existing file item set by using a specified set operation mode or a specified attribute value range or a combination of the two.
- the technical solution mainly aims to classify and retrieve information items for a single independent information source to establish an information classification directory, and in reality applications, there is a need to access information items from multiple information sources through a unified information classification directory. Because this method of using a unified search portal can be effectively saved.
- RSS is a typical technical solution for accessing information items from multiple network information sources through a unified information directory. Its principle is to aggregate information items from different network information sources into a tree directory structure preset by the user's local computer.
- RSS implements the function of aggregating multiple publishing information from different websites into one personal computer terminal
- its directory structure still uses the traditional tree directory.
- the information retrieval method is efficient. low. Summary of the invention
- the object of the present invention is to solve the above problems, and to provide an aggregation method of a collection of information items, which can save time and effort for user information retrieval.
- Another object of the present invention is to provide an aggregation system for a collection of information item collections.
- the technical solution of the present invention is:
- the present invention proposes an aggregation method of an information item collection directory, which aggregates the "source information item collection directory into a result information item collection directory, "is an integer greater than or equal to 1, the aggregation method Includes:
- the current result information item collection directory at this time is the aggregated result information item collection directory
- the information item set is a set consisting of ⁇ information items, wherein ⁇ is an integer greater than or equal to 0, and the information item set catalog is composed of " two sets of information items, wherein " 2 is an integer greater than or equal to 0.
- An aggregation system for a collection of information item collections is also proposed, including:
- An input module configured to input a “source information item collection directory, where “initialization module for an integer greater than or equal to 1, connecting an input module, setting an initial result information item collection directory, and setting it to be composed of 0 information item sets Information item collection directory;
- a priority order determining module connecting the initialization module, and determining a processing priority order between the collection lists of the source information items; a directory aggregation module, a connection priority order determining module, processing the "source information item collection directory" one by one according to the priority order, and aggregating the current source information item collection directory and the current result information item collection directory into a new result information item collection directory;
- the output module which is connected to the directory aggregation module, outputs the current result information item collection directory when the "source information item collection directory" is processed as the final result information item collection directory;
- the information item set is a set consisting of ⁇ information items, wherein ⁇ is an integer greater than or equal to 0, and the information item set catalog is composed of " two sets of information items, wherein " 2 is an integer greater than or equal to 0.
- the present invention aims to solve the problem that the search for the single information source and the RSS-like multi-information source aggregation scheme in the application described in the background section are inefficiently searched by the traditional tree directory.
- the problem is to realize a unified information classification directory by aggregating a plurality of information item collection directories established by a single information source into a unified information item collection directory, thereby realizing the function of retrieving information items from multiple information sources. Thereby achieving the purpose of saving user information retrieval time and energy.
- Figure 1 is an information item collection directory structure for music information item classification.
- FIG. 2 is a flow chart showing an embodiment of an aggregation method of an information item collection directory of the present invention.
- Figure 3 is a flow chart of processing the current source information item collection directory using the DAG topology sorting algorithm.
- Figure 4 is a DAG description of a sample source information item collection directory structure for explaining the current source information item collection directory processing flow.
- Figure 5 is a DAG description of the current result information item collection directory for the current source information item collection directory processing flow.
- Fig. 6 is a DAG description of the directory of the result information item set obtained by aggregating the directory described in Fig. 4 as the current source information item set directory, the directory described in Fig. 5 as the current result information item set directory.
- Figure 7 is a directory structure of an information item collection of a movie information item classification from the Y website.
- Figure 8 is an information item collection directory structure of a news information item classification from the X website.
- Fig. 9 is a structural plan for a result information item collection directory in which the information item set directories shown in Figs. 1, 7, and 8 are aggregated.
- FIG. 10 is a first priority source information item set directory structure used to aggregate the information item set list shown in FIG. 1, FIG. 7, and FIG.
- FIG. 11 is a result information item set directory structure in which the information item set list shown in FIG. 1, FIG. 7, and FIG. 8 and the first priority source information item set list shown in FIG. 10 are aggregated.
- Figure 12 is a schematic diagram of an embodiment of an aggregation system of an information item collection directory of the present invention.
- Figure 13 is a schematic diagram of a directory aggregation module in the system of the embodiment of Figure 12.
- the information item in the present invention is defined as an information structure that can be processed and presented to a user on a computer system as a logical whole.
- a file in a file system is the most typical example of an information item, but not only a file is an information item.
- a record in a relational database is physically stored as part of a database file, but it can be logically processed and presented to the user as a whole, and thus can be considered a type of information item.
- an e-mail in a mail delivery software such as Outlook is stored as part of a mail box file, but logically can be processed and displayed as a whole, and thus can be considered as a type of information item.
- information items are often represented by a unique identifier.
- a file in the operating system is represented by a unique file path
- a web page in the Internet can be represented by a unique URL.
- the simple way is to add a different type of prefix to each information item identifier. For example, when the browser loads the local file, the URL displayed on the URL field is increased before the file path of the operating system. "file : // " is used as a prefix. Therefore, how to create an information item collection catalog for an information source and how to search for information items in a collection of information items can refer to the application mentioned in the background technology.
- An information item set is a set of mathematical meanings consisting of ⁇ information items, and ⁇ is an integer greater than or equal to 0.
- a collection of information items can contain a variety of information items, as long as it can be effectively distinguished according to the method described in the previous paragraph.
- Collection Contents item information is set by the "two items of information by the information structure composed of parent-child relationships, « 2 is an integer greater than or equal to 0.
- the concept of the parent set is limited to: If the specified information item set A is the parent set of the information item set B, then all the information items contained in B are also included by A, which in turn may be said to be a subset of A.
- the information item collection directory does not contain any information item collection, so it is also called an empty directory.
- 2 is greater than or equal to 1, there must be a unique set of root information items (also referred to as the root set) in the directory. The set has no parent set, and any other letter in the directory other than this.
- the set of interest items must have k parent collections belonging to the directory, and k is an integer greater than or equal to 1.
- k is an integer greater than or equal to 1.
- the items included in an information item collection can be divided into two categories: one type of project is a project directly assigned to the collection, which is called a direct membership project; the other is a sub-item
- the items contained in the collection are called indirect dependent items.
- Figure 1 shows an example of a collection of information items for music file classification.
- Music is the collection of root information items for this directory
- Author is the collection of region
- year is its collection of subprojects, and so on.
- West Life is a male group combination, so in the directory its corresponding "West Life”
- the information project collection has two parent collections, "Male Author” and “Group Combination”. The same principle applies to the “Atomic Kitten” information project collection. "You raise me up. mp3, is the life that West Life sang in 2005. An mp3 file of a popular song is designated as a direct affiliate of "West Life", “European”, “2005”, and “Popular” according to its affiliate information. Since “male author” and “group combination” are the parent collection of "West Life”, Bayu "You raise me up. mp3" is an indirect membership of the first two, and so on. It is also "author” and "music”. Indirect affiliate program. The same principle applies to "If you come to me. mp3,,.
- FIG. 2 shows an aggregation method of the information item collection directory of the embodiment, which is used for aggregating the "source information item collection directory" into a result information item collection directory, where "is an integer greater than or equal to 1.
- Step S10 Set an initial result information item set, and set it to an empty directory, that is, an information item collection directory composed of 0 information item sets.
- Step S12 Set the priority order of the "source information item collection directory", and use the data structure of the queue to store the source information item collection directory.
- the priority processing order of the source information item collection directory has an impact on the final result, and the final directory structure will be preferentially organized according to the structure of the source information item collection directory in the processing order.
- the user has established a directory structure on his local computer, which uses this method to aggregate the directories of multiple information sources on the network to the local computer. If a local directory is used as the source directory for the first priority processing, the resulting directory structure will be prioritized according to the local directory structure. In this way, users can easily retrieve information items from multiple sources using their familiar directory structure.
- Step S14 It is judged whether the processing queue is empty. If the queue is not empty, the process proceeds to step S16, and if the queue is empty, the process ends.
- Step S16 Take the first element of the team as the source information item collection directory of the current processing, and make a team operation.
- the dequeue operation means that the first element of the team is removed from the queue and its successor element is taken as the new leader element.
- Step S18 The current source information item collection directory and the current result information item collection directory are aggregated into a new result information item collection directory, and the new result information item collection directory is used as the current result information item collection directory in the next loop. Then it returns to step S14.
- the current result information item collection directory is an empty directory, so the result information item obtained at this time is obtained.
- the collection directory is a copy of the first priority source information item collection directory, and the source information item collection directory to be processed later is supplemented by the structure of the first priority source information item collection directory, and finally the complete result information item collection directory is obtained. Therefore, in the specific implementation, the first priority source information item collection directory is generally used as the blueprint of the main frame of the final result information item collection directory, and the special result can be used to adjust the final result information item collection directory according to the predetermined mapping rules described later. Structure.
- the processing of the current source information item set directory composed of 0 information item sets is empty, that is, it is treated as the processed source information item set directory without any operation.
- the processing of the current source information item collection directory composed of the information item set greater than or equal to one is: starting from the root information item set, mapping the source information item set in the current source information item collection directory one by one to the current result information item In the collection directory, where the root information item collection is defined as a collection of information items without a parent collection in a collection of information items. For a collection of information items consisting of a collection of information items greater than or equal to one, there must be a unique set of root information items.
- mapping mentioned here is a conceptual extension of the mathematical mapping, defined as: fi '. Si ⁇ D, where & is the source information item collection directory, which is the result information item collection directory. For any of the information item sets in &, there is a set of information items corresponding to the result information item collection directory.
- the method of establishing a mapping relationship is to find an information item set corresponding to the currently processed source information item set on the result information item collection directory according to a predetermined mapping rule as its mapping item set on the result information item collection directory. If there is no corresponding information item set in the current result information item collection directory according to the predetermined mapping rule, a new information item set is created in the result information item collection directory as a corresponding The mapping information item collection, so that the mapping definition is satisfied.
- the direct affiliated items in the source information item set are specified as direct affiliated items of the mapping information item set.
- mapping relationship can be established according to some predetermined mapping rules.
- each information item set is taken with a name representing its connotation, for example:
- the information item set containing the video information item is named "video”
- the information item set containing the audio information item is named "audio”.
- "Wait, the same name mapping rule can be predefined, that is, the information item set having the same name as the source information item set is found in the result information item collection directory as the corresponding mapping information item set.
- the purpose of this is to aggregate a collection of information items containing similar information items in a plurality of source information item collection directories into one information item set in the result information item collection directory, and these can be included in the result information item collection directory. Similar information items from different sources are retrieved as a whole. Therefore, the predetermined mapping rule in this embodiment is generally established in accordance with the principle of information item set that maps the source information item set to the similar content on the result information item set directory.
- a new information item set is created in the current result information item collection directory as a corresponding mapping.
- Information item collection The parent collection of the new mapping information item collection is specified as the source information item collection.
- the parent collection in the source information item collection directory maps to the corresponding mapping information item collection on the result information item collection directory.
- any collection of information items on the collection directory so a new set of information items is created in the result information item collection directory. Since the new information item set does not have an existing parent-child relationship in the result information item collection directory, the function of specifying the parent collection according to the above principle is to transplant the corresponding parent-child relationship structure in the source information item collection directory to the result information item collection directory. Go in.
- the overall effect achieved by processing the source information item collection directory in accordance with a certain priority order is to use the structure of the source information item collection directory with the lower priority order to fill the blank of the structure of the source information item collection directory with the higher priority, and finally obtain the result.
- the main structure of the information item collection directory is organized according to the structure of the prioritized source information item collection directory, but some of the prioritized source information item collection directory structure does not contain the branch structure, and the source is followed by the priority order.
- the structure of the information item collection directory is organized.
- step S18 starts from the root information item set, but can be performed in various orders as long as the parent set designation principle of the new mapping information item set is satisfied.
- a better implementation method is a topological sorting algorithm using Directed Acyclic Graph (DAG).
- DAG Directed Acyclic Graph
- the order is to proceed.
- the advantage of adopting this algorithm is that the order can ensure that the mapping information item set corresponding to the parent set on the source information item collection directory already exists in the current result information item collection directory, so that only the corresponding parent-child relationship can be simply established. .
- FIG. 4 is the DAG of the directory conversion of Figure 1.
- the DAG topology sorting algorithm is used to complete the current source information item collection directory and the current result information item collection directory aggregation process. See Figure 3, specifically Proceed as follows.
- Step S20 Add the root information item set of the current source information item collection directory to the to-be-processed collection list, and initialize the mapping relationship table to be an empty table.
- Step S22 Determine whether the to-be-processed collection list is empty. If it is empty, the processing flow is ended. If it is not empty, the process proceeds to step S24.
- Step S24 Select any one of the to-be-processed collections to be the current processing set.
- Step S26 Mapping the current processing set to the result information item collection directory, and recording the mapping relationship into the mapping relationship table.
- Step S28 Add the sub-set of the current processing set to the to-be-processed collection list (if not already added in the pending collection list), and decrement the in-degree of the subset of all currently processed collections in the list by one, Go to step S22.
- mapping processing There are two additional data structures in the DAG topology sorting algorithm.
- One is a list of pending collections, consisting of a collection of information items waiting to be processed and their corresponding indegrees.
- the initial degree is the number of parent collections of a collection of information items. Whenever one of its parent collections completes the mapping process, it reduces its indegree by 1. When its degree of entry is 0, it indicates that all its parent collections have been completed.
- Another additional data structure is a mapping relationship table, which records a set of mapping information items corresponding to each source information item set in the result information item collection directory as result information of the processing procedure.
- the root information item set is added to the to-be-processed collection list, because the root information item set is the only information item set in the source information item collection directory that has no parent set, and the initial The degree of entry is o, and all sets of information items in the source information item collection directory can be accessed in turn from the root information item set.
- step S18 shown in Fig. 2 by the DAG topology sorting algorithm shown in Fig. 3.
- the directed graph depth-first traversal algorithm can be used to complete step S18 shown in FIG.
- the process of using the directed graph depth-first traversal algorithm can be described by the following recursive function: void MapSet (NODE_ TYPE* pSetNode, NODE_ TYPE* pParent, NODE_ TYPE* pDest, MAPLIST_ TYPE* pMapList) do-map ( pSetNode, pParent, pDest, pMapList);
- MapSet (pChilds [i] , pSetNode, pDest, pMapList)
- MapSet (pSrcRoot, NULL, pDest, pMapList);
- the function of the MapSet function is defined as mapping all the information item collection directory nodes in the directory starting from pSetNode to the result information item collection directory pDest in depth priority order, mapping correspondence records to pMapList, pParent representing the parent set of pSetNode node.
- Process only needs to call MapSet with the root information item collection node pSrcRoot of the source information item collection directory as the starting node, and all the information item collections in the entire source information item collection directory can be completed by recursion.
- Mapping processing The function of the do-map function is to map a single set of information items to the result information item collection directory and record the mapping relationship.
- the get-chi lds function is a list of all the child nodes of the collection node of the information item.
- the processing order of "West Life” and "Atomic Kitten” is after their parent collection node, then after creating their corresponding mapping information item collection in the result information item collection directory, only need to be established in the result information item collection directory.
- the parent-child relationship between their mapping information item collection and the mapping information item collection of all parent collections is sufficient.
- the root information item collection in the non-first priority source information item collection directory on the one hand, it has no parent set.
- the location of its mapping information item set on the result information item collection directory affects the structure generated by the entire source information item collection directory mapping to the result information item collection directory, so it is generally adjusted in the implementation.
- Figure 7 depicts the structure of a collection of movie information items from a website named Y
- Figure 8 depicts the directory structure of a collection of news items from the X website. It is now assumed that the information item set catalogs described in Figures 1, 7, and 8 need to be aggregated into a unified result information item collection catalog.
- Figure 1 and Figure 7 have a directory structure divided by author. In the same way, a unified author sub-directory structure is constructed to obtain the final result information project.
- the collection directory the structure is roughly as shown in Figure 9. This structure removes the "news category”, “music style”, and “movie style” collection nodes in the source information project collection directory structure to make the overall structure more streamlined, facilitate information retrieval, and enable the "regional" subdirectory structure. At the same time, it adapts to the classification of news and movies and music.
- the final result information item collection directory structure contains the structure of the entire first priority source information item collection directory, so the worst case is to design the final result information item collection directory structure as the first priority source.
- the structure of the information item collection directory but in practice it is impossible to achieve. In practice, it is often the case that information directories from multiple websites are aggregated onto a personal computer terminal, and users on the personal computer have limited knowledge of directories from a particular website. For example, for the directory described in FIG.
- the source information item collection directory can obtain the designed result information item collection directory structure through the aggregation process, so the first priority source information item collection directory is the result of the design information.
- the item collection directory structure can obtain the final directory structure through the aggregation process. The smallest part, the first priority source information item designed according to such principle The directory structure of the directory is shown in Figure 10.
- mapping rule is then determined, the predetermined mapping rule being a final result information item collection directory of the design in cooperation with the first priority source information item collection directory. Based on the final result information collection project catalog structure and the first priority source information project collection catalog, the following mapping rules can be designed:
- the same name mapping rule The information item set on the source information item collection directory is mapped to the information item item list having the same name on the item collection directory;
- the order of the source information item collection directory to be processed and the predetermined mapping rule are determined, and the aggregation operation can be performed by the method described in the previous embodiment to obtain the final result information item collection directory as shown in FIG. .
- Fig. 12 shows an embodiment of the aggregation system of such information item collection directory. Referring to Fig. 12, the following is a detailed description of the aggregation system of the information item collection directory of the present embodiment.
- the aggregation system of the information item collection directory of this embodiment includes the following modules connected in sequence: an input module 10, an initialization module 12, a priority order determination module 14, a directory aggregation module 16, and an output module 18 input module 10 for inputting a source information item collection directory, where criz is an integer greater than or equal to 1.
- the initialization module 12 sets an initial result information item collection directory, and this initial value is actually an empty directory, that is, an information item set composed of 0 information item sets. table of Contents.
- the priority order determination module 14 determines the order of processing between the "source information item collection catalogs."
- the priority processing order of the source information item collection directory has an impact on the final result, and the final directory structure will be preferentially organized according to the structure of the source information item collection directory in the processing order.
- the user has established a directory structure on his local computer, and uses this method to connect multiple information sources on the network.
- the directory is aggregated to the local computer. If the local directory is used as the first priority processing source directory, the final aggregated directory structure will be preferentially organized according to the local directory structure. In this way, users can easily retrieve information items from multiple sources using their familiar directory structure.
- the directory aggregation module 16 processes the "source information item collection directory" one by one according to the priority order determined by the priority order determining module 14, and aggregates the current source information item collection directory and the current result information item collection directory into a new result information item collection directory.
- the directory aggregation module 16 stores the "source information item collection directory" in order to reflect the sequential processing, which is stored in the queue data structure. It will be readily understood by those skilled in the art that the data structure using the queue is only for the purpose of sequentially processing the source information item collection directory. Therefore, other data structures and algorithms that satisfy the sequential processing source information item collection directory are equivalent to the embodiment. .
- the directory aggregation module 16 is further subdivided into a first aggregation unit 160 and a second aggregation unit 162.
- the current source information item collection directory entering the directory aggregation module 16 can be processed by one of the two units. If the current source information item collection directory is an empty directory (that is, composed of 0 information item sets), the first aggregation unit 160 records the execution of the empty processing, that is, it is treated as the processed source information item set without any operation. table of Contents.
- processing is performed by the second aggregation unit 162: starting from the root information item set, the source information item collection in the current source information item collection directory is one by one Mapping to the current result information item collection directory, wherein the root information item set is defined as an information item set without a parent set in an information item collection directory, and an information item collection directory composed of a set of information items greater than or equal to one There must be a unique set of root information items.
- the second aggregating unit 162 it further includes: an information item set mapping unit 1620, an information item set creating unit 1622, a parent set specifying unit 1624, and a direct membership specifying unit 1626.
- the connection relationship between these units is: Parent Set Designation Unit 1624 Connection Information Item Set Creation Unit 1622, Direct Membership Designation Unit 1626 connects the information item set mapping unit 1620 and the information item set creation unit 1622, respectively.
- the internal processing of the second aggregating unit 162 is: entering the source information item set in the current source information item set directory of the second aggregating unit 162, which can be divided into two categories, one of which is a current result information item set according to a predetermined mapping rule.
- the information item set found in the directory corresponds to the currently processed source information item set, and the other type is that the information item set corresponding to the current result information item set directory is not found according to the predetermined mapping rule.
- the information item set mapping unit 1620 finds the current processed source information in the current result information item set directory according to the predetermined mapping rule.
- the information item set corresponding to the item set is the set of mapping information items corresponding to the currently processed source information item set in the current result information item set directory.
- the direct membership item in the source information item set is then designated by the direct membership item designation unit 1626 as a direct membership item of the mapping information item set in the result information item collection directory.
- the information item is divided into a direct affiliate project and an indirect affiliate project, wherein the direct affiliate project refers to an information item directly assigned to the information item set, and the indirect affiliate project refers to the information item included in the subset of the information item set.
- an information item may be a direct affiliate item of more than two information item sets.
- the information item set creating unit 1622 creates a new information item set in the current result information item set directory as the map information item set corresponding to the source information item set.
- the parent collection specifying unit 1624 is started.
- the parent collection specifying unit 1624 specifies a parent collection of the new mapping information item set for the source information item set in which the parent collection exists in the source information item collection directory: the parent information collection of the source information item collection in the source information item collection directory is mapped to Result The set of mapping information items in the information item collection directory.
- the direct membership item in the source information item set is then designated as a direct membership item of the mapping information item set in the result information item collection directory by the direct membership item specifying unit 1626.
- the predetermined mapping rule described in this embodiment is the same as the predetermined mapping rule in the foregoing method embodiment. For details, refer to the description of the predetermined mapping rule in the foregoing method embodiment.
- the processing sequence of the source information item set in the second aggregating unit 162 is to start the source information item set in the current source information item set directory in the order of the topological sorting algorithm of the directed acyclic graph starting from the root information item set. Map to the current result information item collection directory one by one.
- a directed graph depth-first traversal algorithm can also be employed.
- the topological sorting algorithm and the directed graph depth-first traversal algorithm of the directed acyclic graph in the present embodiment have been described in the foregoing method embodiments, and therefore will not be described herein.
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CN101158949A (en) * | 2007-07-20 | 2008-04-09 | 时文 | Method and system for file items ranking and searching based on aggregation |
CN101334793A (en) * | 2008-08-01 | 2008-12-31 | 中国科学院软件研究所 | A Method to Automatically Identify Requirement Dependency |
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