TWI329816B - System, method and machine-readable storage medium for automated web service match based on semantics - Google Patents

Description

1329816

TECHNICAL FIELD OF THE INVENTION The present invention is a message conversion system and method, and more particularly to a tagged structured message conversion system and method. Prior art

Web Services is a software component that provides services to other applications through open standards for network protocols and data formats such as Hnp, XML, and SOAP. For example, suppose you want to set up a travel website. The functions provided by the website include travel information inquiry, ticket and hotel reservation and payment, weather status inquiry, etc., just find the network service that provides these functions, and then integrate them into the website. I don’t have to spend time and resources to maintain a database containing travel information and weather information, and I don’t need to establish contact information and reservation payment mechanisms for hotels and airlines. .

The introduction of network service technology brings many advantages. 'With regard to users of network services, there is no need to worry about the platform and construction technology of these services. When a better service or service provider appears, it can be easily replaced or Update the service. Because it can quickly and easily use a variety of network services to build the entire system, so you can focus on planning and design. For the service provider, as long as it can design and develop a good network service, it will no longer be restricted by the user platform, but can provide functions through the Internet. Because Internet services serve other applications through open standards for network protocols and data formats, they must be paired with search mechanisms and technologies to enable potential users to find what they want on the Internet.

0213-A40127TWF(N1); B9255; SNOWBALL. p 1 d Page 6 1329816 V. Description of invention (2) Internet service. In the current network service search architecture, a common network service, Web Service Definition Language (WSDL), is used to describe network services, allowing network service users to understand the functions and interfaces of network services. In addition 'Global Exploration Description and Integration (Universal

The Description, Discovery and Integration; UDDI mechanism registers the network services provided by each network service server to the UDD I server for user search. Specifically, the service provider only needs to describe the WSDL file of the network service (this file applies the standard xML file format), and follow the established procedure 'registered with the UDDI database of the UDDI server'. On the UDD I server, find the features provided by the service provider. Although the 'WSDL with UDD I mechanism allows network service users to search for available network services on the Internet, the KWSDL file is a human readable document. Therefore, it must be The manual way of 'reviewing whether the web service provided in the WSDL file meets the requirements' is such that it takes a lot of manpower and time to interpret the WSDL file. Therefore, a system and method are needed to effectively solve the limitation of network service search to save time and manpower for network service search. SUMMARY OF THE INVENTION In view of the above, an object of the present invention is to provide an automated semantic discriminating network service matching system and method, which can solve the traditional common network service description language by semantic annotation, comparison and automatic trial technology (Web)

Service Definition Language; WSDL) and global exploration description

C: : 5 - λ40: 271^7( N1); B9255; SOTBALL. ptd Page 7 1329816 V. Invention Description (3) and Integration (Universal Description, Discovery and

Integration; UDDI) technology brings manpower and time to the problem of searching for network services.

According to the above object, the automated semantic network service media system and method of the present invention first provides a storage device, a central processing unit, a memory, a display device, and an input device. The storage device stores the ontology ' WSDL file and the semantic record of the network service. The memory contains a requirement definition module consisting of program scripts and a service search module. The central processing unit loads the demand definition module and the service search module included in the memory and performs an automated semantic determination network service matching function according to the program instruction and the data input by the user through the input device. The result after execution is displayed on the display device. The demand definition module in the memory provides a graphical user interface (GUI) for the user to input the requirement description data table. Service data sheet Note. Depending on the state and the stock, and the operation of the network service is based on

The service search module receives the demand description sent from the requirement definition module, discriminates each data column in the data table and each column in the semantic input order description data table, and calculates the data in the =WSDL file. The data type of each network service operation calculates its data annotation and the semantic record existing in the network service; the data of each job is labeled similarity. According to the calculated network service (10) degrees with & data label similarity) = size from large to small # column. Next, enter the similarity service knowledge and refer to the input parameter specification of the WSDL file.

丄五、发明说明(4) The semantics of the Internet service, the party’s ancient slogan, one..; and the description of the data type set and the semantic meaning m ° into the network service operation call, know Rila κ η 饨 Ϊ I: People = Call: Failed ^ Remove this network service operation. The most obvious == fruit (that is, the final list of network service operations) will show the implementation mode. The H-pattern represents the system architecture diagram of the automated semantic network device 2 mediation system according to the embodiment of the present invention. The automated semantic network service matching system 10 according to an embodiment of the present invention includes a storage device, a central processing unit 12, a memory 13, a display device 14, an input device 15, and uses a bus bar 16 to Link together again. Anyone skilled in the art will recognize that a combination of storage device 11, central processing unit 12, memory "display device 14 and input device 15' can form a mainframe, personal computer, workstation, notebook or Other computer equipment. The storage device 11 stores the ontology library, the file 1 1 2, and the network service semantic record 丨丨3. The memory unit 3 includes a demand definition module 丨3 1 composed of a program instruction code and a service search module 丨3 2 . The central processing unit 12 is configured to load the demand definition module 1 31 and the service search module 1 32 included in the memory 13, and perform automatic semantic determination according to the program command and the data input by the user through the input device 15. The network service match function 'displays the result after execution to the display device 丨4. The ontology library 111 is a conceptual architecture for describing the association between words and words, and is a specification for knowledge expression that can be shared and understood by a computer. FIG. 2 shows an ontology according to an embodiment of the present invention.

〇215-A^II277*P(Nn; B9255; SN〇VBALL.ptd Page 9 1^· 1329816 V. Description of the invention (5) Schematic diagram of the library I. Resource descriptive framework (RDF) and by the Internet The DAML + 0IL standard proposed by the Internet Forum (W3C) is the two major standards for practical applications. There are several main elements in the ontology library, such as domain 1, class U12, concept 111 31, and attribute 1 11 32. Operation 11 133, relationship R1, R2, R3. Field 111 1 represents a specific jaw domain to be described by the ontology library, and each field can be further divided into multiple categories 1112, and the concept 13 in the ontology library will contain Concept name 11 1 3 1, attribute 1 11 3 2 and operation 1 1 1 3 3. The relationship can be divided into three types, association R1 'generalizati〇n R2 and aggregation R3. Association R1 is a general representation The semantic relationship between Concepts 13 'generalized R2 is a hierarchical relationship with different levels of abstraction. The more abstract the higher-level concept, the combination R3 is a group association, which is used to represent the set relationship of concepts. In the better case, the field Oh, Do not 丨丨丨 2, concept 11131, attribute 11132 'operation 11133, relationship rule 1, 1, ^ 2, 1 ^, can be associated with a number of words corresponding to the element. Anyone familiar with the art, The ontology library that meets the requirements can be customized according to the application domain without departing from the spirit and scope of the present invention. Fig. 3a is a schematic diagram showing the contents of an example WSDL file according to an embodiment of the present invention. Explain that this embodiment organizes the contents of a WSDL file into a tabular manner. In a WSDL file, each network service may include multiple operations, and each operation may also include multiple parameters and their types. As shown in Figure 3a, the content is displayed in the network service operation name, the first parameter name (type) 32, the second parameter name (type) 33, the third parameter name (type) 34, and the Four parameter name (type) 35 interception.

O213-A4O127TWF(Nl); B9255; SN0WBAa.ptd Page 1 丄 V. Inventions (6) Reservations for Osaka Hotel, Reservations for Hansui Hotel, and Operation of Internet Service. Each operation requires three to four input parameters, and its input data type can be Song (We (four) or character (cha is any 孰 来 ^ ^ ^) ^; integer, from the spirit and scope of the invention β, Can be n '4, in the absence of disability, or use different Ξ naming can increase the data in the WSDL file (four) year "system" according to the example of the present invention network service semantics = record: think. Corresponding to Ship file, in the network service semantic record 113, the parent-network service can contain multiple operations (operati〇n), and each = will also contain multiple parameters and their types. As shown in Figure 3b The network service semantic record 113 includes a network service operation name 31, a first parameter name (speech tag) 36, a second parameter name (speech tag) 37, a third parameter name (speech tag) 38, and a fourth parameter name ( Semantic annotation) 39 fields. Columns 311 to 316 respectively show the semantics of the input parameters required for each operation, such as the date 'city, plane grab, train_remain, or hotel star 4. The above semantic annotation Corresponding to the contents of the ontology library. Those skilled in the art can add the block information in the semantic record of the network service, or use different field names, without departing from the spirit and scope of the present invention. According to an embodiment of the present invention, the user has a trip ( Schedule) is as follows: (1) On the first day, 'From Taipei (Taipei) to Osaka, Japan's 'Establishment is economy class, then stay in Osaka for two nights, hotel

1329816

(2) On the third afternoon, 'From Osaka (〇saka) take the train to Hokkaido Sapporo and choose the train that provides the sleeper overnight; (3) On the fourth day of the 'fifth day' sapporo overnight (4) On the sixth day of the afternoon, take the train from Hakodate (sapp0r0) to Hakodate and spend one night in Hakodate. The hotel will wait until (5) the seventh day of the afternoon. Take the train from Hakodate (Hak0 (jate) to Dongbu (Tokyo), and stay in Tokyo (Tokyo) for three days, the hotel star is at least three' and at least half a kilometer from the city center; U) On the tenth day, take the plane Returning to Taipei from Tokyo, the cabin is economy class. During this trip, you need to search for multiple Internet services to meet the needs of users booking airline tickets, train tickets and reservations. Figure 4a is a diagram showing an exemplary requirement description data table in accordance with an embodiment of the present invention. In the preferred case x, the description of the requirements is recorded in a data sheet structure, but is not limited thereto, and any person skilled in the art can use different data structures without departing from the spirit and scope of the present invention. To describe the need. The demand includes the date ", departure point 42, destination 43, vehicle 4: 4 ί location 4 5 and accommodation star 4 6 fields, the above part of the itinerary, listed in 411 to 417. For example, the first Column 411 indicates the booking requirements for 2〇〇3/9/5 from Taipei (Taipei) to Osaka (〇saka), and its transportation class must be "B" ^ 412 column indicates 2〇〇3/ 9/5 reservations in Osaka need /,

0213-A4012TIW(Nl); B9255; SNOWBALL ptd

1329816 V. Invention description (8), and the accommodation star rating must be at least "3 " stars and above. The requirement definition module 131 in the memory 13 provides a graphical user interface (GUI) for the user to input the requirement description data table as shown in the 4th circle. In addition to using the G{JI interface, this data sheet can also be pre-stored in the storage device 丨1. The service search group 1 3 2 receives the description data table transmitted from the requirement definition module i 3 ! The data type of each cell in the data table is discriminated, and the fourth b-picture shows the sample data pattern of the sample according to the embodiment of the present invention. According to an embodiment, the data type sets of columns 4U to 417 are respectively =ring) 'S'S, C (representing char)}, {S, S, 1 (representative, =, wide iS, S, ", iS, S, S, S} i language V note, flute 4X according to the body Λ 111 'recognition data table in each - storage cell note 2 ^ material a c Li] 7f according to the example of the embodiment of the invention semantically marked person A丨P^ According to the example, the words 411 to 41 7 are the meaning of the city, the hotel - star, etc., {the period, the city:, the city rice mm: the hotel star, etc.}, fa as the ancient "quote" , city, horoscope 4 丨丨 date 'city, city Λ Λ Γ丨 Γ丨 Γ丨 Γ丨 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 城市 输入 输入 输入 输入Calculate the similarity of the data type, and calculate the data standard 1 The data type of the network service operation of the master disk "3 The operation of each network service V capital 22: The service of the network service Similarity (package: = : according to the calculation after the similar illusion, according to the degree of similarity and the data size from large to small. Any familiar with this

1329816

It is to be understood that the technique of selecting the similarity of the tributary type and the similarity of the data annotations without departing from the spirit and scope of the present invention. In the following, you can also perform the example of the interoperability operation. 'Refer to the figure 4 a below, w ·, · < ^ 4 jt* a , describe the demand of ί 411, and its data type set is {s,s , s, C}, WSDL file 112, such as the 3 m cake +, and ηι ! and music ci a map does not column d 11 to 3 1 6 operation like the child f data type, the similarity is , τ / U00% ' 100% ' 75%, 50%, 50%, 50%}. In addition, the meaning of the mark = a combination of {date, city, city, aircraft _ cabin, etc., in the comparison of network service semantics 113" as shown in Figure 3b, the operating parameters of columns 31 1 to 316 After the semantic annotation, the similarity is {1〇〇%, 1〇〇%, 75%5〇%5〇%5〇%}. So the network service operations listed by the similarity from large to small are

ChinaAirline_Reserve, JapanAirline-Reserve,

JapanRailway_Reserve ' OsakaHotel_Reserve >

OsakaLuxuryHotel_Reserve and SapproHotel-Reserve are illustrated by another practical example. Referring to Figure 4a, the input description of input column 4丨2's data type set is {S, S, I}, in the comparison of WSD L file 11 2, as shown in Figure 3a, after the operational parameter data type of column 3 11 to 3 16 , the similarity is {50%, 50%, 50%, 100%, 1〇〇%, 1〇〇 % }. In addition, the semantic annotation set is {曰期, city, restaurant_星, etc.}, in the comparison of the network service semantic record 113, as shown in Figure 3b, column 3 1 1 to 3 1 6 After the operational parameters are semantically labeled, the similarity is {50%, 50%, 50%, 100°/. , 100%, 100%}. Therefore, the network service operations listed by the similarity from large to small are 0 s a k a Η e t e 1 _ R e s e r v e,

0213-A40127IW(Nl); B9255; SN0WBALL.ptd Page 14 1329816 V. Description of invention (ίο)

OsakaLuxuryHotel_Reserve, SapproHotel_Reserve, ChinaAirline — Reserve, JapanAirl ine-Reserve and JapanRailway_Reserve. Next, the 'Service Search Module 1 2 2 for the demand description data table needs to input the network service operation after the similarity ranking, and refer to the input parameter specification of the file 1 1 2, the network service semantic record 11 3. The data type set of the requirement description and the semantic annotation set, the network service operation call is performed, and if the error message of the return is received, the call service is failed, and the network service operation is removed. The following is a practical example. Referring to Figure 4a, the input description of the input column 4 11 is based on the data content of the services of ChinaAir1ine-Reserve, JapanAir1ine_Reserve, JapanRailway_Reserve, OsakaHote l_Reserve '〇sakaLuxuryHotel_Reserve and SapproHotel-Reserve. Only the ChinaAirline_Reserve and JapanAirline_Reserve calls were successful, so the remaining four network service operations were removed. The following is a further practical example, the description of the requirements of the input column 4 1 2, according to the data content of the network service operations OsakaHotel_Reserve, 0sakaLuxuryHote1_Reserve, SapproHotel.Reserve, ChinaAir1ine_Reserve, JapanAirl ine_Reserve and JapanRai lway_Reserve call 'discovery only OsakaLuxuryHotel_Reserve call success , so 'remove the remaining five network service operations. Finally, the result of the match will be displayed on the display device 14.

02: 5-A40! 27ITF (N: ; B9255; SNOWBALL. ptd page 15 1329816 V. Description of the invention (11) ' FIG. 5 shows a method of automated voice discrimination network service matching method according to an embodiment of the present invention Flowchart 'This method consists of code' and can be loaded and executed by the central processor. Firstly, as in step S511, a requirement description data table is received, as shown in Fig. 4a, which contains multiple descriptions of the requirements, each - The pen requirement description consists of multiple substrings. For example, the requirements in column 4 11 are described by "2 〇〇3 / 9 / 5", "Ta 1 pe i", " 〇sak, a", &quot B" consists of four strings. Next, read the next requirement description as in step S512. As shown in step S521, 'in accordance with the requirements description. The included string contains the data type that is generated and described. The set of states, and the ontology library ill, is generated to generate a semantic annotation set of the requirement description. For example, the data type evil set of the 4th 11th requirement description is {S, S, S, C } 'the semantic annotation set is the date, the city, City, airplane - cabin, etc. Step S522, comparing the data type set to the parameter type of the WSDL file 11 2, the parameter data type 'slight data type similarity', for example, the data type set of the 411th column requirement description The similarity calculation result is '{100%, 100%' 75%, 50%, 50%, 50%}. The semantic annotation set is compared to the network service § wussi record 1 1 3 in all network service operations Semantic annotation, the similarity of the semantic similarity, for example, the similarity calculation result of the semantic annotation set of the description of the 411th column is U00%, 100%, 75%, 50%, 50°/., 50%}. As shown in S523, a list of network service operations is generated from the lowest to the lowest similarity. For example, the list of network service operations described in the 4th column requirement includes

ChinaAirline_Reserve, JapanAiriine_Reserve,

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JapanRailway_Reserve ' OsakaHotel_Reserve ' OsakaLuxuryHotel a reserve and Sappr〇H〇tel-Reserve. As shown in step S53, after the next service = f° is read from the list of network service operations, as shown in step S532, the inner description of the requirement description is prepared as a parameter 'execution (inv〇ke ) Network service operations. Next, the determination as in step S533 is performed. If the execution fails, the §53 4 step is performed to remove the network service operation from the list. Otherwise, the determination in step s53 is continued. If the step S5 3 5 is performed, it is determined whether the execution is completed. All network service operations in the list 'is proceed to step 8536, otherwise return to step S531 to read the next _ pen network service operation. As shown in step S 536, the list of network services after the non-executable network service operation is removed is displayed on the display device 14. For example, the list of network services described in the 411th column is ChinaAirline-Reserve and

JapanAirl ine_Reserve. Next, the judgment of step S541 is performed, and if all the demand descriptions are sold, the entire processing is ended, otherwise, the processing returns to step S512 to read the next demand description. Furthermore, the present invention provides a computer readable storage medium for storing a computer red type computer program for implementing an automated semantic network service matching method, which performs the steps as described above. Figure 6 is a diagram showing a computer readable storage medium in accordance with an automated semantic discriminating network service mediation method in accordance with an embodiment of the present invention. The storage medium 60 is configured to store a computer program 62〇' for implementing an automated semantic negotiation network service matching method. The computer program contains eight logics, which are the read requirement description data logic 6 2 1 , the data type and the semantic annotation.

021^-A40127IlF(Si): 39255; SN (JSBALL.pid Page 17 1329816

Set & Remote 6 2 2, different network service operation similarity logic 6 2 3, generate routing service operation list logic 624, read network service operation logic 625, line network service operation logic 626, shift In addition to the network service operation logic 627, the network service operation list logic 628 is displayed. Therefore, by using the automated semantic discriminating network service mediation system and method provided by the present invention, the traditional use of the Web Service Definition Language (WSDL) and the full description and integration (Universal Description, DiSC0very and

Integration; UDDI) technology brings manpower and time to the problem of searching for network services. Although the embodiments of the present invention are disclosed above, it is not intended to limit the present invention, and any one skilled in the art can make some modifications and retouchings without departing from the spirit and scope of the present invention. The scope is subject to the definition of the scope of the patent application attached.

1329816 BRIEF DESCRIPTION OF THE DRAWINGS ----- To achieve the above objects, features and advantages of the present invention

The following is a specific example, and is accompanied by the accompanying & M 咕Λ ^ ^ 1 μ diagram, which is described in detail below. FIG. 1 is a system architecture diagram of a self-supporting service matching system according to the present invention; FIG. 2 is a diagram showing an ontology library according to an embodiment of the present invention; 1 I heart-h is a diagram showing an example WSDL file according to an embodiment of the present invention; FIG. 3b is not implemented according to the present invention; Example of a network service semantic record; 〜4a is a schematic diagram of an exemplary requirement description data table according to an embodiment of the present invention; and FIG. 4b is a schematic diagram showing an exemplary data type discrimination data table according to an embodiment of the present invention; 4c is a schematic diagram showing an exemplary semantic labeling data table according to an embodiment of the present invention; FIG. 5 is a flowchart showing a method for automatically semantic network service matching method according to an embodiment of the present invention; A schematic diagram of a computer readable storage medium according to an automated semantic discriminating network service matching method according to an embodiment of the invention. Symbol Description 1 0~Automatic semantics discriminating network service mediation system; 1 Bu storage device; 12~ central processor;

0213-A401271>F(N1) ;B9255: 5CSBALL. ptd page 1Q 1329816 圊 simple description 1 3~ memory; 1 4~ display device; 15~ input device; I 6~ bus bar; 11 pad body library; II 2 ~ WSDL file; 11 3 ~ network service semantic record; 1 3 1 ~ demand definition module; I 3 2 ~ service media module; II 11 ~ field; I 1 1 2 ~ category; II 1 3 1 ~ Concept Name; 11 1 3 2~ Attributes; 11 1 3 3~ Operation; 3 1~ Network Service Operation Name Clamp; 32~ First Parameter Name (Type) Field; 3 3~ Second Parameter Name ( Type) field; 34~ third parameter name (type) field; 35~ fourth parameter name (type) block; 311 '312.....3 1 6~ network service operation; 3 6~ first parameter name (speech tag) field; 3 7~ second parameter name (speech tag) field; 3 8~ third parameter name (speech tag) field; 3 9~ fourth parameter name (speech Mark) field;

0213-A40127TWF(Nl); B9255; SN〇WBALL.ptd Page 20 1329816 Schematic description 4 1~date field; 4 2 ~ departure field; 4 3~ destination field; 44~ And other fields; 4 5~ accommodation location field; 4 6~ accommodation star field; 411, 412 '..., 417~ requirement description; S51 1, S512.....S54 operation steps; 6 2 0~ Automated semantic discriminating network service mediating computer program; 6 2 1~ reading requirement description data logic; 6 2 2 ~ generating data type and semantic annotation set logic; 6 2 3~ computing network service operation similarity logic; 6 2 4~ Generate network service operation list logic; 6 2 5 ~ Read network service operation logic; 6 2 6~ Execute network service operation logic; 6 2 7~ Remove network service operation logic; 6 2 8~ Displays the network service operation list logic.

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Claims (1)

l The linguistic semantics of the network service media system, including: Word (Web Service Definitlt τ library, a network service descriptor, - AU r tl〇n Language; WSDL) file to "T network service semantics Recording the above-mentioned network service description language file storage network material operation, the upper I network service (4) & include = road = semantic record storage a parameter corresponding to the above-mentioned ontology library semantics a service media module for receiving One of the complex number strings needs to retrieve from the above-mentioned ontology library corresponding to the above-mentioned word_demand semantics', and compares the above-mentioned requirement malicious tags with the $parameter semantic annotations in the above network service operations to calculate each of the above-mentioned network service operations. Similar to the semantic similarity between the above requirements and descriptions, the requirement description of the above string is taken as a parameter of each network service operation and each of the above network service operations is performed to obtain the result of the plural execution, according to each of the above The execution result is used to determine whether the execution of each of the online service operations is successful, and the above-mentioned successful network service operation is displayed on the display device according to the semantic similarity from high to low. 2. The automated semantic discriminating network monthly media matching system described in claim 1 further includes a requirement definition module for providing a graphical operation interface to input a requirement description including the complex digital string. 3. The automated semantic discretion network service matching system of claim 1, wherein the network service operation further comprises a parameter data type of each of the above parameters. ^ 4. If the automated semantics network service mediation system described in item 3 of the patent application scope is used, the service media module further determines the above-mentioned string. 1329816 - Straight 92134991-Jr Month a_ Amendment VI, the scope of application for patents '. Find the type of shell material, and compare the above-mentioned demand data type with the above parameter data type in the above network service, based on the results of the two comparisons In order to calculate the semantics and data type between each network service operation and the above requirement description. "Like 5. An automated semantic network service matching system, including: a storage device for storing an ontology library and a network service description». (Web Service Definition Language; WSDL) file, the above network The service description language file stores a plurality of network service operations, the upper network service operation includes a plurality of parameters and one of each of the above parameters; and a stomach-service media module for receiving one of the requirements of the complex digital string Describeting 'retrieving a demand data field corresponding to the above-mentioned string from the above-mentioned ontology library' to compare the above-mentioned demand data type and the above-mentioned parameter data type in the above network service operation to calculate each of the above-mentioned network service operations and The data type similarity between the foregoing requirement descriptions, the requirement description of the above string is taken as a parameter of each of the above network service operations and each of the above network service operations is performed to obtain a plurality of execution results, according to each of the above execution results. Determining whether the execution of each of the above network service operations is successful, the service media module will perform the above successfully The service operation of the road is displayed on the display device according to the similarity of the data type. 6. The automated semantic network service mediation system described in claim 5 of the patent application further includes a requirement definition module for Provide a graphical operation interface, input the requirement description containing the above complex digital string. 7. An automated semantic method for discriminating network service mediation method There is a device for executing the electronic device, and the method comprises the following steps: receiving a requirement description including a complex digital string; 'retrieving one of the above-mentioned strings in the ontology library to request a semantic annotation; using a network service description language ( Web Service Definiti〇n monthly % file rotation into multiple network service operations 'The above network service operation contains complex parameters; % is retrieved by a network service semantic record corresponding to one of the above parameters in the ontology library parameter semantic annotation The above requirements should be compared with the above semantic annotations to calculate the semantic similarity between each of the above network service operations and the above requirement description; the requirement description of the above substrings is taken as the parameter of each of the above network service operations; And executing, each of the foregoing network service operations to obtain a plurality of execution results; determining, according to each of the execution results, whether each of the foregoing network service operations is performed successfully; and “the above-mentioned network service operations that are successfully executed are semantically similar The degree is displayed on the display device from high to low. 8 · The automation language as described in item 7 of the patent application scope The method for determining a network service matching method, wherein in the step of receiving a requirement description including a complex digital string, the requirement description of the above-mentioned string is received by the data table. 9. The semantic semantics as described in claim 7 of the patent scope The method for discriminating the network service matching method further comprises: determining the demand data type of one of the above strings. 10. The method for automatically determining the network service matching method according to claim 9 of the patent application scope, wherein the above requirements are more compared Data type and above 1329816 曰 Amendment _§ No. 92134991 ^ VI. Scope of application for patent f The S-state of the data is used to calculate the semantic similarity between the above-mentioned network service operations and the above-mentioned requirements description. 1 1. An automated semantic discriminating network service matching method, executed by an electronic device having a central processing unit, the method comprising the steps of: receiving a requirement description comprising a complex digital string; by a network service description language ( Web Service Definiti〇n Language; WSDL) file input complex network service operation, the above network = service operation includes a plurality of parameters and one of each of the above parameters parameter data type is retrieved from an ontology library corresponding to one of the above strings The data type of the demand data is described in the data type of the demand and the data type of the above parameter to calculate the data type between the operation of each network service and the description of the above requirements. Each of the demand descriptions of the above substrings is regarded as each of the above networks. The parameters of the road and the execution of each of the above-mentioned marriages Hg paragraph p 1 operations on the basis of each: ϊ; ϊ;: Ϊ;: = search for the number of execution results; whether the line is successful; the execution of the network service operation will be executed The above-mentioned successful network service operations are displayed on the display device in a high level. The type of the similarity of the type of the 卄 卄 由 12 12 12 12 12 12 12 12 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动 自动3. A computer readable storage medium for storage - computer program page 25 0213-A40127TWF3 (Nl); B9255; SNOWBALL.ptc 1329816 amendment - case number 92134991 6. Patent application scope, the computer program is used Loading into a computer system and causing the computer system to perform an automated semantic discriminating network service mediation method, the method comprising: receiving a requirement description including a complex digital string; retrieving one of the above string requirements from an ontology library Entering a plurality of network service operations by a Web Service Definition Language (WSDL) file, wherein the service operation includes a plurality of parameters; and a network service semantic record retrieves one of the parameters corresponding to the ontology library Parameter semantic annotation; ^ Compare the above requirement semantic meaning mark with the above semantic annotation to calculate each of the above network service operations and The semantic similarity between the requirements description; treating the requirement description of the above string as a parameter of each of the above network service operations and performing each of the above network service operations to obtain a plurality of executions, each of the above execution results determining each Whether the execution of the operation of the network service is successful; and the semantic similarity of the network service operation that is successfully executed is displayed on the display device by the height. • A computer readable storage medium for storing a computer program for loading into a computer system and causing the electrical system to perform an automated semantic discrimination network service mediation method, the method comprising: Receiving a requirement description containing one of the complex numeric strings; by a Web Service Definition Language (Web Service Definition) 曰 _ revise 'the above network parameter data type data type to calculate the execution result of each type of similar service operation; road service operational state similarity is marked by the reading storage medium; one of the corresponding and the above mentioned network service Degree ^ 〇 1329816 -tS_92134991 VI. Patent application scope; WSDL) text service operation includes \ double, weekly service operation state; 3 complex parameters and mother - one of the above parameters bear; 攸 the ontology library retrieves the corresponding word One of the strings needs to be 匕匕 上述 上述 、 、 、 、 、 、 、 、 、 、 、 、 、 、 、 、 、 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述 上述The demand description parameter of the string is set up, and the above-mentioned network service operation may be performed to determine whether the execution of each of the above-mentioned networks is successful; and the above is successful. The network service operation is displayed on the display device according to the data type high to low. 15. The method as claimed in claim 4, wherein the method further comprises: retrieving the word from an ontology library, wherein the requirement semantic meaning is retrieved by a network service semantic record corresponding to the above-mentioned ontology. The parameter meaning of the library is marked; and the above requirement semantic meaning mark and the above semantic meaning mark are compared, and the data type and the above parameter data form are calculated to calculate the semantic meaning and data type between each upper operation and the above requirement description.