TW200521732A - Information system with natural language parsing ability and processing method thereof - Google Patents

Abstract

The invention relates to an information system with natural language parsing ability and processing method thereof, in which a natural language parsing means is primarily utilized to convert a multitude of knowledge into a constructive concept script and store it in a constructive concept script database. The database simultaneously stores the reply data of each constructive concept script. Furthermore, use identical natural language parsing means to convert the natural language inputted by voice or text into a constructive concept script and proceed logic judgment through a match-making means and each constructive concept script in database to locate the most matching constructive concept script and reply to the inquirer based on the contents and reply data. The method of the present invention allows user to directly issue the command and requirement of data search with natural language so as to provide the data search method with more friendly man-machine interface.

Description

200521732 If there is a chemical formula in this case, 'please reveal the chemical formula that best reflects the characteristics of the invention, and the description of the invention: [Technical field to which the invention belongs] The present invention relates to an information system and processing method with natural language analysis capabilities, especially Refers to a method that uses natural language analysis to directly deconstruct the demand content expressed by information demanders in the form of natural language, and then matches the content of the database with the same technology, and responds to the data demanders with the degree of matching. Human machine affinity. [Previous technology] Modern people's communication on the Internet ^ Ding Pingping, Xiaogu 3 links; ji 疋 a vast and endless database, the richness of its content is inexhaustible, and for convenience User search data. Each major portal site provides a search engine. When a user enters a keyword in the search field and performs a search, many websites, web pages, or articles related to the keyword can be found. But it is worth discussing whether this is an effective and practical method. It is a common practice for search engines to be used for a foreign brain operation and a deep understanding of Internet resources. This method, because it has a huge amount of data, and also has the skills of "" Bie Jige out of the eighth trick "to extract the necessary information. However, there is no other way to find it. As for the users with knowledge and skills, want to search through it? 丨 Engine quickly J users are obsessed with finding the required information. It is a need for 200521732. _In fact, modern technology is more and more particular about the man-machine interface. Affinity, for a 'is to reduce the components of the operation skills as much as possible, but the accuracy of the operation is relatively accurate ^ ^ wide text, so there are two so-called artificial intelligence systems, & some The purpose of system and system is nothing more than for the convenience of users. In terms of the aforementioned information search methods, the most direct method is that users directly express their needs in natural language, and the system itself can Jishi: Analyze, understand their needs and search content, and then find out what meets their needs 22: Respond, for example, the user said or typed "So fat, what to do & 'At this time the system will automatically determine the user is I hope to lose weight formula or related information, after analyzing the user ’s expectations, you can directly find out “salted fertilizer related shellfish materials and respond. However, if you want to achieve the aforementioned purpose, you must have fairly advanced technical support, Otherwise, the aforementioned situation is only a problem. The existing technology related to "Nanlang" is generally divided into the following two types: · one is the method of statistics and probability, and the other is 〇_〇gy the way,. However, in terms of statistics and probability, the currently known technologies have different accuracy. The reason is that it does not have an analysis mechanism and a knowledge base that cooperates with it, resulting in a low accuracy. Moreover, the disadvantage of the ontology method is that it requires a lot of manpower to build the knowledge base ‘even so’. nt. ㈣y does not analyze the grammar of the sentence, so it cannot effectively understand both long sentences and compound sentences. Therefore, from the above, it can be known that although natural language is applied to the search of network resources, although 200521732 can improve the affinity of the human-machine interface, as far as the existing technology is concerned, the accuracy is low, the lack of an effective analysis mechanism & the secret cost of building the knowledge base is large. The problems need to be further overcome. [Summary of the Invention] Therefore, the main purpose of the present invention is to provide a natural language power: information processing method, which can be used by users to directly express in natural language: the meaning of the data, directly deconstruct the second through _natural language analysis means : Rong: Matching with the contents of the database, and match the media with high: This can use the powerful language parsing ability to search the accuracy of Besson, so that users can easily obtain the required data, and build it with the same technology The knowledge base can significantly reduce the cost of construction. The main technical measures adopted to achieve the foregoing objectives include the following steps: · To convert natural language into a constructive conceptual script "to type natural language words and phrases; to perform a natural language analysis method, with specific event backgrounds and requirements. Implementation of a matchmaking method, a database using the same technology production line to generate "constructive concept script, and the" constructive concept script ", to meet the highest degree of matchmaking data response needs; generate j described methods "In the step-by-step explanation of natural language, we can use the concept script to reflect a material event and the stalks and m phases", 200521732 and based on the data in the database ^ @ ^ 千 拔 ^ iff ^ r ^ 3 The contents of the library are also based on the same technology to transform a lot of knowledge into "^ ^ ^ constructive concept script, and record their response data at the same time. "Constructive = Constructive concept script in L library", matchmaking, = logical judgment to find the same or similar data content, so that users can The language description basin needs to be /, and provides a more convenient information search method: The aforementioned natural language analysis method includes the following steps: · Check the sentence pattern to confirm that the input word belongs to the language sentence pattern for which the request is made; Segmentation of words and phrases; Classification of the field of sexual specialty, which is used to give the professional genus of each word after segmentation, such as distinguishing into professional words, general words or new words, etc .; Keyword group check is checked by the demand question to see if it is displayed Establish the core keyword group of the demand; Eight synonym or synonym group check 'to check whether there is a professional synonym or keyword group synonym group in the demand question; Generate a "Constructive Concept Scn." pt). / The aforementioned natural language can be spoken by voice, and then processed by speech recognition technology, and then analyzed by natural language. The aforementioned sentence pattern check is achieved through a sentence pattern comparison technique. The aforementioned professional field classification system is compared with the content of a thesaurus. If it is a professional word in the thesaurus, it is defined as a professional word. If it is not, then it is a general word in the thesaurus. If it is, it is defined as a general word. , Instead of setting 200521732 to mean the establishment of a new word Ό + private ^ professional withering library, for the occurrence frequency of each word in a specific field and a number of times more than 丄, early in the morning, and in a certain article In order to calculate Iφ ^ ^^ _, the weight of the 5 Haizi word is given, and then according to the weight score, there will be b Wu Ma chapters, but, meaning ... 1 (D〇main) and, general words, (gener 丨. c). The other means of matching include the following steps: · :: Ku Ling searches for the same or similar "constructive concept script," "Personal constructive sketches", found in the Xiao database. Make logical judgments; provide analytic responses according to the level of media integration. The month described the "constructive concept script" and a "condition"; of which: the internal office includes-key events, and the "key events", the next There are plural keyword groups; the next two 'also have plural keyword groups, and the following keywords groups are still other plural phrases. The aforementioned "constructive concept script, the search system is composed of the following steps: the special fund in the demand constructive concept script" ^ xi tea words to search for each constructive concept script in the database, the professional thesaurus; According to the searched professional words, suppress (N-Gram) in the database; find relevant keywords and further search for resources according to the found keyword groups. Key events "," conditions ";, all relevant in the database Find all possible "critical event conditions"

"Constructive Concept Script." W 200521732 In the aforementioned "constructive concept script", in the search step, after finding out: it will further find out the synonym of the professional word; and after finding the key: group, it also further finds the synonyms of the keyword group. The far-distance judgments described in month J are based on the differences between the two "constructive conceptual scripts". The aforementioned logical judgments are based on the two "constructive conceptual scripts, the sub-sets within them, and the differences between them" The four operators "EQU", "ΜAX", ,, m | n, and XOR are calculated to calculate the relationship between different "keyword groups," and subsets, and each step can be further deduced. $ The relationship between "critical events" and "conditions" sub-collections, and finally based on which to find possible "constructive concept scripts". > The purpose of this month is to provide an information system with natural language analysis capabilities, which includes: a "constructive concept script, a database, which transforms a lot of knowledge into a" constructive type "through" natural language analysis means " Conceptual script, 纟 formula and save; times ^ $ 者; 丨 face, for users to input their relevant _ in natural language and long and also use the natural language parsing method to convert the input natural language into "constructive concept" Script, format;: Matching mechanism 'is to match users with "constructive concept script, and database constructive concept script"; A logical interpretation unit is to analyze the aforementioned media, and then respond to The aforementioned system of the user further includes a back-end management mechanism for processing the "key * ^ 冓 style concept script" which scores 200521732. To strengthen and expand the database, the heart is mainly targeted at the bee ^ script. : 2. Or the user is not satisfied with the reply, "constructive concept does not specify the back-end official mechanism processing, the back-end management mechanism to +, 4 confirm the official interface, Confirm whether the question of "Constructing M-type concept script" according to the user's needs has already been stored in the database, and send it to the next two points, and then do other processing. If it is not, in the sentence: = = = check / produce interface According to the observation, the accuracy of the interrogation of the interrogative sentence is disturbed through the synonymous group, so as to exclude the second synonym: π-binary and the existing thesaurus to establish a relationship; —— the interference of the Menyigang group, thereby improving the accuracy of the match The word-check management interface is a streamlined, wrong-cutting action of the user ’s question sentence. After normalization, the match is re-matched. Ping f is an acceptable range, which means that no other processing is required. = Word Checking Interface 'is to check whether there is ° in the question sentence after the word segmentation. If it is identified as a new word, a new 1 is added to the database and the part of speech is assigned; The correction management interface is used to check the professional words and general words * confirmed as misjudgment, that is, two == whether it is misjudged, and re-matched the question "constructive concept foot 9 200521732 [implementation method] Invented Nature Technology, which can be used by users to directly express their willingness and needs for finding relevant information in natural language, and then through the natural language analysis process of the system, it can be converted into a special "constructive concept script, format, Then match with the many "constructive concept scripts" converted from the database with the same technology to find out the relevant information that best meets the needs of the user. For example, one person only said "" The weather is so hot, I am fat again to 100 kilograms. I do n’t know how to be thinner. ”The above semantics reflect his need to find a way to lose weight. At this time, the system and method of the present invention can automatically analyze and judge its semantics, and then understand its semantics. Needs, and then find relevant information according to their needs, more specifically, in the process of parsing their semantics, it can automatically exclude redundant words and redundant words that have nothing to do with their true meanings. Taking the aforementioned language as an example, the focus is on re-i How does a person of 〇kg find a suitable weight loss method? As the hot and cold weather should not be the focus, it can be ignored. In this way, users can express the information they want to find in natural language, and the present invention must directly analyze its semantic meaning to meet its needs. As for the specific technical content to achieve the foregoing objectives, the details are as follows: As shown in the first figure, it is a schematic diagram of the system architecture of the present invention, which includes: an information system with natural language parsing capabilities, which includes: Constructive concept script, database (i 〇), through a natural language analysis method (11) to convert a large amount of knowledge into a special "constructive concept script" format and save; a user interface (2〇 ), For users to input their 200521732 related information needs in natural language, and also use a natural language parsing method (21) to convert the input natural language into "constructive concept script, format;-matchmaking mechanism ( 3 0) 'is to match the user's "constructive concept script and database construct concept script"; a logical interpretation unit (4 ◦) is to analyze the results generated by the aforementioned matchmaking mechanism, and the results will be Dispatcher (4 1) sent to the computer system to respond to the user; where:

The natural language parsing method (i) just described is achieved by software, and its workflow is shown in the second figure, which includes the following steps: Check the sentence pattern (201), confirm that the input word belongs to the language sentence pattern of the request; its general To ask a question or an imperative sentence, this step is used to confirm the user's willingness to put forward a demand. When the natural language sentence that he enters meets a specific sentence pattern, it is determined that he needs to search for information, so the next step is performed; 202), perform word segmentation on the input words;

The professional field classification (203) is used to give each word after the word segmentation; ± / weight, such as distinguishing into professional words, general words or new words; its, one step detailed technical means will be described later in detail; Keyword group check (204), check whether the existence of the query shows its 4 to find the core Keyword groups, which are roughly divided into two categories: one is a kind of ^ 代表 event or background, and the other is a variety of related "conditions," synonym or synonym check (205), check the question Is there a synonym for a professional word or a keyword group, where synonymous, the lineage finds the synonyms of the professional words, and the synonym check finds the synonym groups with the key; # 11 200521732 Generates a "construction" representing user needs "Constructive Concept Script" (206). Among them: the constructive concept script is described in the third figure, which includes two groups, one is the key event (Key event), the other One is "concmion"; among them, the key event includes a sentence type (ntence) and the event-related keyword group (N_Gram), and each key is under the department group (N_Gram). Most include phrases (phrase), and constitute - tree .X "Jun condition f ,, the majority of the group still has a keyword group (N-G: m) the content tree, the phrase (Phrase) thereof. The sentence pattern check described above is achieved through the technique of sentence pattern comparison. Compare the classification of the professional field with the content of the _thesaurus. If it is a professional word in the thesaurus, say | 疋 我 冯 寻 业 词, if it is not, determine whether it is a general word in thesaurus. If the meaning is new word. ^ That is, the meaning is -the general word, if not, as for the establishment of the professional thesaurus, wait for a # ^ θ is for the appearance of the word mother in a particular field, the number of articles in the field of more than 艏 check β 士 廿 ㈣μ The frequency of occurrence and the frequency of appearance in a certain article, in order to calculate the word to distinguish it as, special, ",, m, according to the weight score for professional δ〇Ί (D〇_) and" general words " (Generic) In addition, the aforementioned means of matchmaking is as follows: ^ W Yuan does not include the following procedures to search the database for the same or similar (401); constructive concept script, so that the demander's "constructive Conceptual script π # Constructive sketches, make logical judgments (402,): and 12 200521732 searched in the database to provide analytic responses based on the low degree of media integration (4.03). Among them: The aforementioned "constructive concept script, the search method is achieved as shown in the fifth figure: (for the workflow, please refer to the sixth figure). To search the professional thesaurus for each constructive concept script in the database (50 ”); based on the searched professional words, find the relevant keyword group (N-Gram) in the database (502);

According to the found keyword group, further search all relevant key events in the database "and" conditions "(503); according to the search all relevant" key events ", and conditions" find possible ^ "construction "Concept Script" (504). In the "Constructive Concept Script", in the search step, after finding the professional choice, it will further find the synonyms of the professional words; after finding the key group, it will further find Show the synonym red of the keyword group to improve accuracy. ‘

After Yuancheng's previous search steps, a further logical judgment is made = as shown in the figure. The logical judgment is based on the two "concepts of the constructive concept, the difference between the two sub-sets, and defines" qing, "MA) "p and XOR" and other four operators, to calculate the different "off" subsets: the relationship between each other 'and further derive the relationship between the different "丨:, condition" subsets, and finally find out Available-construction concept script. From the seventh figure, we can see the work of logical judgment 1: Shi Qi reveals the newly created "constructive concept script" (70) Many "constructive concept scripts in the magic library," (8 ()) makes logical judgment d 13 200521732 process, which is related by scriptable in the figure "(80" event "(8 event" (82 8 4)), the number of phrases (8 and as the eighth On), the set of script "(7 the relationship between the The concept script of the formula clearly shows that each “” in the database is related to the plural “key event 2”, and each “key event” (8 丄) “) is respectively related to the plural“ keyword group ” (83) per- "keyword group, (83) (8; 5) (8 6) related. The objects represented by the dashed box in the complex figure (80 °) can be obtained from the new product 0) to each of the objects (80 °). By scoring through this affiliation, you can get the “two two” media. Concordance score. ~

The system will also respond to the user according to the aforementioned match result and the scoring status. From the following tenth figure, we can summarize some principles. ^ After a relatively new generation, the "constructive concept script, the highest degree of match" construction "Concept Script" "Relationship between t" can be used to describe the relationship between them, such as: XX · yy, where XX stands for the newly created "constructive concept script", and yy stands for "the highest matching score" "Constructive Concept Script", the analysis results can be as follows: 100: 100: Your question content system is fully understood, the system also learned 10,000 or less is to find a suitable answer for your search. 7 0 or more · 1 〇 〇: The content of your question system is not very clear, the system is still young, and the knowledge you have learned may not fully meet your needs. 'The following is the closest solution that the system can find. 14 200521732 1 00; 7n, above · You The content of the problem is completely understood by the system, but the knowledge learned by the system is better than the content of your question. The following is the system to find a more detailed answer. The following · The content of your question system is fully understood, but the systematic and past knowledge may be deeper and broader than your question content. The following system will find a more detailed answer.

B: 100: Many of your questions are not very clear. The system, and the knowledge that you have first may not be able to fully meet your needs. The following is the closest solution to the system month b. 9 9 ～ 7 Π · q η: 99 ～ 70: The content of your question system is roughly understood, but the knowledge of the system may be slightly different from your question. The following is the closest solution that the system found. 69 4 〇. 69 ~ 40: Most of the content of your question system has not been touched ', and the knowledge possessed by the system may be quite different from your question. The following is the most likely solution found by the system.

Below 40: Below 40: The content of your question may not have been touched by the system. The system will expand new knowledge as soon as possible. Through your questions and interaction, the system will be more intelligent. The following is the system to find the most relevant answer. 0: 0: 100: Sorry, the content of your question may not have been accessed ’or the content of your question has not been clearly stated. Here are some answers that the system may find. It can be known from the above description that the information system provided by the present invention using natural language analysis as the core can facilitate users to use natural language to raise their needs for information. The so-called natural language can be text, and 15 200521732 can be Voice, when the voice is spoken, it only needs to be processed by speech recognition technology, and then the natural language analysis can be achieved to achieve the same effect as the previous embodiment. As the information system should continuously absorb new knowledge to meet the needs of more users, its It means that the information demanded by the user is that the system cannot owe, or the response score is not high. In addition, if the user is not satisfied with the response status, in order to solve this problem, the present invention further enables the aforementioned system to have a back-end management mechanism. In the first stage, the following management interface is provided in order to send the response of low match score and user dissatisfaction to this mechanism. As shown in the first figure, it includes: Management interface (51) Confirm whether the problem has been constructed in the database according to the user's needs, such as a concept script. If it is within the acceptable range, if no, no further processing is needed. If not, then it will be sent to the next management interface; == Huawei management interface (52) 'It is performed on the user's question: such as checking, etc. The action "after normalization" is to perform the media again; if the score of the media & degree is acceptable range, that is, there is no need to perform another new word check interface (5 3), which starts to check the question after the word segmentation. = A new word appears 'If it is identified as a new word, a new word is added to the database and the part of speech is assigned; a definition correction management interface (54) is used to check the professional word I-general misjudgment' It is used to correct the professional words and general spirits in questions; if they are misjudged, if they are misjudged, they will be redefined, and the question 16 200521732 concept script will be re-matched. After a stage of correction processing, the script can be re-matched and stored in the database. Furthermore, the aforementioned back-end management mechanism further includes a synonymous or synonymous 5 sets of check / generation interfaces (55), which mainly Purpose Script "Is there a word or phrase that group interferes with the accuracy of responses, or really a new problem; as generate new word or phrase group for the new system laid down flow problems or manually is based.

As can be seen from the above, the main purpose of the present invention is to use a natural language parsing technology to deconstruct the structure of the user's input of natural language and understand its content, and then through-special matching means to find information content in the database that meets its needs The use of this invention will make the human-machine interface of the information system more affinitive, and it will become faster and more convenient in the search of information. Therefore, the present invention does have significant practicality and advancement, and meets the requirements for issuing B-month patents.提 File an application according to law. [Schematic description] (I) Schematic part The first diagram is a schematic diagram of the system architecture of the present invention. The second figure ... is a working flowchart of the method of the present invention. The third picture: a schematic diagram of the content of the "constructive conceptual script" of the present invention. The fourth picture: a flowchart of the "mediating means" of the present invention. The fifth figure is a flow chart of the logical matching method of the present invention. 17 200521732 The sixth figure is a schematic diagram of the guard of the "matching method" of the present invention. The seventh picture: the present invention "matching means, one of the work of the logic judgment of the work. The eighth picture: the present invention" the match means, the work of the logic of judging another work. The ninth picture is a new invention of the invention " It-M ,,. Schematic diagram of the relationship between the 冓 -type outline script and the conceptual script of each relocation construct. Figure 10: Schematic diagram of the response method of the present invention. Figure 2: Schematic diagram of the back-end management mechanism of the present invention. Block diagram. (1) Symbols of component representation (10) Constructive concept script "database (1 1) (2 1) natural language analysis means (20) user interface (3 0) matching mechanism (40) logical solution Translation unit (4 1) scheduler (5 1) confirm management interface (5 2) normalized management interface (5 3) new word check interface (54) define correction management interface (5 5) synonyms or synonym group check / generation interface (7 〇) (8 Q) “Constructive Concept Script” (81) 'Key Events' 18 200521732 (82) “Events” (8 3) (8 4) “Keyword Groups” (85) (8 6) Phrase ( 8 0 1) ~ (8 0 η)

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Claims (1)

200521732 Scope of patent application: 1 An information processing method with natural language parsing capability, which includes the following steps: · Entering natural language words and phrases; Implementing a natural language parsing method to convert natural language into one-with specific The "constructive concept script" of the event background and the requirements, and the "y" method implements a matchmaking method, and the "constructive concept script," which is produced by the same technology as the y database, Perform the media ^ ^ redundantly obtain the highest matching data to respond to the demand. 2 · As the information processing method with natural language parsing ability as described in item i of the patent application scope, the natural language parsing method includes the following steps: Check the sentence pattern and confirm the input word It belongs to the sentence type of the request; Hyphenation is to perform hyphenation on the input sentence; Professional field classification is used to give the professional attributes of each word after the hyphenation, such as distinguishing into professional words, general words or new words, etc. _ Keyword group check, check whether there is a keyword group showing the core of its requirements in the demand question; "Constructive Concept Script", which expresses the user's requirements, 〇3 · As for the method of processing natural resources with natural language parsing ability as described in item 2 of the scope of the patent application, the sentence pattern check is made through a sentence pattern comparison. Achieved by the technology 0 20 200521732 —4 As described in the second patent application scope, with a natural language parsing ability, the Λ processing method is compared with the content of the thesaurus, such as half-dead in thesaurus. The professional word that A has is defined as a professional word. If it is not ', then it is judged as a general word in the library. If it is, it is defined as a general word. If it is not, it is defined as a new word.: 5 · If a patent is applied for The Λ processing method with natural language parsing ability described in the fourth item of the scope 'The establishment of the thesaurus is based on the frequency of occurrence of each word in a specific field and a certain number of articles and in an article: Occurrence frequency to calculate the weight of the word, and then use the scores to calculate the area's weight as a professional word. (Domain) and "generic" (gerierjc) 0 times 6 · If you apply for a patent The above-mentioned natural language parsing method described in item 2 is a comprehensive processing method. The aforementioned natural language parsing method will perform synonym and @ 义 词组 inspection after the keyword group check is completed. The synonym check is for professional words, and the synonym check is For the keyword group. Time 7 · As a shellfish with natural language parsing ability as described in item i of the patent application. Fi processing method, the matching method includes the following steps. · 2 shellfish search for the same or similar "construction formula" Conceptual script, "Let the demander" constructive conceptual script, and constructive conceptual script searched in the database, make logical judgments; provide analytical response according to the median degree. ^ 8 The information processing method with natural language parsing ability as described in item 1 or 7 of the scope of the patent application, the content of the "constructive concept script" includes a key event, and a "condition"; wherein: "the key event , 2005 has a plural keyword group; 21 200521732 :: Condition, there is also a plural keyword group below, and each keyword group still has a plural phrase below. It has natural language parsing ability as described in item 6 above. , Processing method, the "constructive sketchbook," the search system consists of the following steps: the concept words in the evil form, to search for information in the "constructive concept script," the professional word thesaurus, · Find related key groups (N-Gram) in the database based on search terms Key = find ΛΓΓ ”key phrase-search all related terms in the thesaurus to find all relevant" quote key events "," conditions, and find possible "constructive concept scripts". ▲ 1 〇 · 如 中Please use the information processing method with natural language parsing ability described in item 7 or 9 of the patent scope 'in the search step of the "constructive profile" to find a professional position, and to further find out synonyms for the specific field; After finding out the keyword group, the synonyms of the keyword group are also further found. 1 1 · As described in item 7 of the scope of patent application, the information processing method with natural language analysis ability is based on two "constructive concept scripts" Content differences for comparison. 1 2 · As described in item 11 of the scope of patent application, the information processing method with natural language parsing power, the logical judgment is based on the difference between the subsets in the two "constructive concept scripts" and defines "Equ", 22 200521732 "MAX", "MIN", and "X0R" and other four "may be from 1," 7 heterozygous "to calculate the relationship between the different key same group sub-sets, and the same as" guan M "Xuan Du" "Further derivation of each ::: key thing #, condition, and relationship between sub-collections, the best way to find possible constructive conceptual scripts." 1 3 · If the application scope of the patent application is the first to be considered carefully, it is necessary to describe a shell processing method with natural language parsing capabilities, which further includes-back-end management means, at least =, "=? The requirement mentioned "in the constructional formula H ... d6 is stored in the shell database" and whether the score is accessible and is within the range. Right, you don't need to do f-... you need to do other processing, if not, send Go to the next management interface. 14. · As described in item 13 of the patent scope, the information processing method with natural language and capability can be further included in the back-end management method. The step includes a step of streamlining and checking the user's question sentence. After the action is normalized, the matchmaking will be resumed. If the matchmaking score is: Acceptance range, no further processing is required; < 1 5 · The information processing method with the target of natural language analysis as described in item 24 of the scope of patent application, the back-end management means further includes a new word detection = step 'is to check whether the question is started after the word break When a new word appears, if it is identified as a new word, a new word is added to the database and the part of speech is given ^ 1 6 · As an information processing method with natural language analysis capabilities as described in item 15 of the scope of patent application, the The back-end management method further includes a definition correction step, which is used to check the misjudgment of professional words and general words, and is used to correct whether the professional words and general words in the question are misjudged. If it is confirmed as a misjudgement, 23 200521732 is redefined. And the syntactic "constructive concept script" was re-matched. 17 · The information processing method with natural language parsing ability as described in item 16 of the scope of patent application. The back-end management method further includes a synonym or synonym group. Check / generate step to check whether the response is disturbed by synonyms or synonyms. If it is a new question a, a synonym or a synonym is generated and stored in the data. Library. 1 8 · -A kind of information system and system with natural language parsing ability, including: A constructive conceptual script "database, which converts a lot of knowledge into" Constructive conceptual script, formatted and stored; times. A user interface for users to input their needs for relevance: success in natural language, and also convert natural language input into "construction by natural language analysis" Concept script, format; a matchmaking mechanism that matches users' "constructive concept script" with the database "constructive concept script" according to the matchmaker described in item 6 of the patent application scope. ^ 1 9 As described in item 18 of the scope of the patent application, the natural language analysis with the force of the Beihai system, its further steps include-a logical interpretation unit, which is based on the analysis of the results produced by the description mechanism, and then immediately Can respond to the user 0 2 〇 · As described in the patent application scope No. 18 or 19 with natural language parsing monthly b force: Bei Xun system, which further includes a back-end management mechanism, 24 2 00521732 The back-end management mechanism includes at least a confirmation management interface for confirming the "constructive concept script" according to the user's requirements, whether the question already exists in the database and whether the score is within an acceptable range. 2 1 · According to the information system with natural language parsing capability described in Item 20 of the scope of patent application, the back-end management mechanism further includes a formalized management interface, which performs actions such as streamlining and checking typos of users. 2 2 · The information system with natural language parsing capability as described in item 21 of the scope of patent application, the back-end management mechanism further includes a new word check interface, which starts to check whether new words appear in the question sentence after the word break If it is identified as a new word, a new word is added to the database and the part of speech is assigned; 2 3 · As an information system with natural language analysis power as described in item 22 of the scope of patent application, the back-end management mechanism It further includes a definition correction management interface, which is used to check the misjudgment of professional words and general words, and is used to correct whether the professional words and general words in the question are misjudged. If it is confirmed as a misjudgement, it will be redefined and the question will be redefined. Sentence "Constructive Concept Script, Replay Media < 2 4 · As for the information system with natural language parsing capabilities as described in Item 23 of the scope of patent application, the back-end management mechanism further includes a ambition." Generate an interface for observing the "constructive concept script". The difference between n ^ & goods and others or synonym groups interferes with the accuracy of the response. If it is a new question, it can be determined according to the system. Process or artificial way to generate new synonyms or synonym groups. &Quot; 2 5. — A natural language parsing method, including the following steps: Check the sentence pattern, discern the input phrase belongs to the language of the ancient language type segmentation of the request, and Perform word segmentation on the input phrase; '25 200521732 Check whether there is a professional category of the word that indicates that it needs to be classified in a specialized field, for example, if it is divided into a professional word keyword group check, find the core keyword group; it is used to give the word segmentation Every last word, general word, new word, etc .; A "(Constructive Concept Script)" type conceptual script representing the user's needs is generated from the demand question. 6. The natural hand described in item 25 of the scope of patent application , This sentence pattern check can be read ^ ^ 笪 is achieved through a sentence pattern comparison technology. 2 7. As described in item 25 of the scope of the patent application, Xi Kui I Aar b ......... 3 Xie Cai / Yu Fengzheng's professional field classification system and the term ancient division and ancient ΛΑ by i Comparing Gu Jinyu, if it is a professional word in the middle of eight, it is defined as a professional JL county shirt 1 * 丄 J If it is not, it is judged whether the general word in the eighth library is a new word. … Meaning-like words, not fixed Yili_The natural language solution described in item 27 is for each word in a specific field and rate, with = frequency of occurrence in early morning and appearance in an article as "True: Zi㈣ Weight, and then cut it into a professional word according to the weight score "(Domain) and, general words, (gene" ic). 2 9. If you want to use natural language as described in item 25 of the patent, the key is to solve it. After the phrase check is completed, a 1-phrase check is performed, in which the synonym check is for professional words, and the peer check is for keyword groups. 3 0 An information processing method with natural language analysis capabilities, including the following steps: / 26 200521732 Capture user's voice; Convert input voice to text; Execute a natural language analysis method to convert the aforementioned text into-"constructed concept script" format with specific event background and requirements conditions The "constructive concept script" generated by the order is the same as the "constructive concept script" generated by the same technology with a database. 3) According to the information processing method with natural language parsing ability as described in Item 30 of the scope of patent application, Xiao natural language parsing methods include the following: 1. Check the sentence pattern to confirm that the input word belongs to the language sentence pattern for which the request is made; Word segmentation is the segmentation of input words and sentences. Professional field classification is used to give the professional attributes of each word after the segmentation, such as distinguishing into professional words, general words or new words. Sentences are checked for the existence of a keyword group showing the core of their needs; a "Constructive Concept Script" representing the user's needs is generated. 3 2 · Natural as described in item 31 of the scope of patent application Information processing method of language analysis ability, the sentence pattern check is achieved through a sentence pattern comparison technique. 3 3 · Information processing method with natural language analysis as described in item 31 of the scope of patent application 27 200521732 month, ^ ^ 4 The comparison between the classification system of the professional field and the macro in a thesaurus, such as the phase library φ w (if the inner valley is not The flash word is not defined as two :; the "general word" is defined as-ability: as described in item 33 of the scope of the language with a natural language analysis of a specific field and-a fixed number of = 2 stand, for each- The frequency of the word in the early morning and the frequency of a certain morning. # Ν Judging the weight of the word, and then according to the weight "The number of knives is divided into" professional words, "(Domain) and" generic "(generic) 〇 3 5. Information processing method with natural language parsing ability as described in item 33 of the scope of patent application 'The aforementioned natural language The analysis means will perform synonym and synonym check after the keyword group check is completed, where the synonym check is for professional words, and the synonym check is for keyword groups. ^ 3 6. Natural language analysis as described in item 30 of the scope of patent application The information processing method of the monthly force, the matching method includes the following steps: Search the database for the same or similar "constructive concept script"; 々 "constructor concept script" of the demander and the constructive concept script found in the database to make logical judgments; provide analytical formulas according to the level of media integration Respond. 37. According to the information processing method with natural language analysis ability described in item 30 or 36 of the scope of patent application, the "constructive concept script" includes a "key event," and a "condition"; : The "key event, there are plural keyword groups under; 28 200521732 5 also have plural keyword groups under the condition of 5 Hai, each keyword group under, still have plural phrases respectively. 3 8 · If the scope of patent application No. 3 5 The information processing method with natural language parsing ability described in the item. The "constructive concept script" search consists of the following steps: search for each construct concept in the database with the specialized words in the "constructive concept script" Script "professional word thesaurus; according to the searched professional words, find relevant keyword groups (N-Gram) in the database; · according to the found keyword groups to further search all relevant" key events "in the database , "Conditions"; find all possible "constructive concept scripts" based on the search for all relevant "key events", "conditions". 3 9 · As for the information processing method with natural language parsing ability as described in item 36 or 38 of the scope of patent application, the "constructive concept script", the search step "after finding the professional word" will further target the professional word Find out the synonyms, and after finding out the keyword group, find out the words of the keyword group. 4 〇 · The information processing method with natural language parsing ability as described in Item 36 of the scope of patent application 'This logic Judgment is based on the differences between the contents of the two "constructive concept scripts". A 4 1 The method of pi processing with natural language parsing as described in item 40 of the scope of patent application 'This logical judgment system According to the differences between the two sub-sets in the "constructive concept script", "EQU", 29 200521732, "ΜAX", "ΜΙΝ", and "x〇R" keyword groups are defined, and the sub-sets = = solid transportation Yizi 'to calculate the differences between "key events" and "you and other" 7 7 deduce the relationship between each 屮 屮 # + set, and finally find out the constructive concept script that can be used. 4 2 · As described in item 3 Q of the patent scope, the information processing method with natural language and monthly power is included. Analysis and analysis further include a back-end management method. If there is a confirmation step, it is confirmed that it is based on user needs. "To build a conceptual script, ask the temporal concubine. Shi a * constructively connect to the n database towel, and whether the score is acceptable It is already within the circle 'right, you don't need to do other processing, if not, send it to the next management interface. Magic ▲ 4 3 · As described in the patent scope s 4 2 item, the #message processing method with natural language to solve this problem, the back-end management means further includes a normalization step, which is based on the user's question After the streamlining, typo-checking and other actions are normalized, the matchmaking will be resumed. If the acceptance range of the matchmaking degree is accepted, no further processing is required; ^ 4 4 · With natural language analysis as described in item 43 of the scope of patent application This force information processing method, the back-end management method further includes a step of new word detection, which starts to check whether a new word appears in the question after the word segmentation, such as & 1 2 A new word is added to the database and the part-of-speech is given 30 1 5 · The information processing method with natural language parsing ability as described in item 44 of the scope of patent application, the back-end management means further includes defining a correction step for checking The misjudgment of professional words and general words is used to correct whether professional words and general words in 2 sentences are misjudged. If it is confirmed as a misjudgement, that is, 200521732 is redefined, and the m-configuration concept script is re-matched. 46. As for natural language ability as described in item 45 of the scope of the patent application: the method of processing ingredients and cooking methods—including the step of checking or generating words or synonyms, using two words or synonyms to interfere, if indeed New question, then; generate synonyms and save to database. ° ° 5 5 Synonymous 4 7 · — A method described in Storage media. 4 8-A method described in the Storage Media section. 4 9 · A method described in the Storage Media section. For storage, such as in the scope of patent application, item i. For storage, in the scope of patent application, No. 25. For storage, such as the scope of patent application, No. 30.