To alleviate the amount of work involved in constructing a domain ontology, starting with the base of an existing terminological-rich thesaurus is better than starting from scratch. With a case study of reengineering ...To alleviate the amount of work involved in constructing a domain ontology, starting with the base of an existing terminological-rich thesaurus is better than starting from scratch. With a case study of reengineering the Defense Science and Technology Thesaurus into a prototype military aircraft ontology, a four-phase thesaurus-based methodology is introduced and investigated, which consists of identifying the application purpose, overall design, designing in detail and evaluation. Designing in detail is the core step, converting the terms and semantic relationships of the thesaurus into an ontology and supplementing richer semantic relationships. The resulting prototype ontology includes 87 concepts and 34 relationships, and can be extended and scaled up to a full-fledged domain ontology in the future. Eight universal genres of relationships of this ontology are preliminarily summarized and analyzed, including equivalent relationships, approximate relationships, generic/abstract relationships, part/whole relationships, cause/effect relationships, entity/location relationships etc., and the normalization of semantic relationships is critical to the merging and reusing of follow-up multiple ontologies.展开更多
An artificial neural network (ANN) short term forecasting model of consumption per hour was built based on seasonality,trend and randomness of a city period of time water consumption series.Different hidden layer no...An artificial neural network (ANN) short term forecasting model of consumption per hour was built based on seasonality,trend and randomness of a city period of time water consumption series.Different hidden layer nodes,same inputs and forecasting data were selected to train and forecast and then the relative errors were compared so as to confirm the NN structure.A model was set up and used to forecast concretely by Matlab.It is tested by examples and compared with the result of time series trigonometric function analytical method.The result indicates that the prediction errors of NN are small and the velocity of forecasting is fast.It can completely meet the actual needs of the control and run of the water supply system.展开更多
Interpersonal function is one of the three metafunctions of language. This paper investigates the interpersonal meanings in Chinese cosmetic advertising discourse from mood, modality and appraise the three aspects. Ba...Interpersonal function is one of the three metafunctions of language. This paper investigates the interpersonal meanings in Chinese cosmetic advertising discourse from mood, modality and appraise the three aspects. Based on an exploratory study of data of six typical Chinese cosmetic advertising discourses, the paper claims that the distribution of mood and modality has close link with the interpersonal meaning in advertising. The Functional Grammar and Appraisal System help to reveal the interpersonal meanings of the discourse concerned.展开更多
Based on confusions between hidden Markov model (HMM) states, a state-restructuring method was proposed. In the method, HMM states were restructured by sharing Gaussian components with their related states, and the re...Based on confusions between hidden Markov model (HMM) states, a state-restructuring method was proposed. In the method, HMM states were restructured by sharing Gaussian components with their related states, and the re-estimation to the increased-parameters, i.e., the inter-state weights, was derived under the expectation maximization (EM) framework. Experiments were performed on speaker-independent, large vocabulary, continuous Mandarin speech recognition. Experimental results showed that the state-restructured systems outperformed the baseline, and achieve significant improvement on recognition accuracy compared with the conventional parameter-increasing method. Such comparative results confirmed that the state-restructuring method was efficient.展开更多
Since the specifications of most of the existing context-sensitive graph grammars tend to be either too intricate or not intuitive, a novel context-sensitive graph grammar formalism, called context-attributed graph gr...Since the specifications of most of the existing context-sensitive graph grammars tend to be either too intricate or not intuitive, a novel context-sensitive graph grammar formalism, called context-attributed graph grammar（CAGG）, is proposed. In order to resolve the embedding problem, context information of a graph production in the CAGG is represented in the form of context attributes of the nodes involved. Moreover, several properties of a set of confluent CAGG productions are characterized, and then an algorithm based on them is developed to decide whether or not a set of productions is confluent, which provides the foundation for the design of efficient parsing algorithms. It can also be shown through the comparison of CAGG with several typical context-sensitive graph grammars that CAGG is more succinct and, at the same time, more intuitive than the others, making it more suitably and effortlessly applicable to the specification of visual languages.展开更多
In recent years, the college English teaching reform has been increasingly deepened. The study of the relationship between cognitive approach and foreign language teaching is undoubtedly instructive not only to guaran...In recent years, the college English teaching reform has been increasingly deepened. The study of the relationship between cognitive approach and foreign language teaching is undoubtedly instructive not only to guarantee the quality of foreign language teaching but also to improve learners＇ foreign language proficiency. In this essay, the author expounds the development of cognitive approach and some relative teaching principles, on which basis the author puts forward some specific practices in foreign language teaching.展开更多
As a term of cognitive psychology, image is closely related to grammar analysis. The present paper takes English as an example and through the analysis of parameters--basal body and side, selection, angle of view, deg...As a term of cognitive psychology, image is closely related to grammar analysis. The present paper takes English as an example and through the analysis of parameters--basal body and side, selection, angle of view, degree of detail, prominence, which constitute different images, to demonstrate the relationship between image and English grammar analysis.展开更多
From the perspective of the poverty of stimulus argument and the cognitive development theory, this paper attempts to reveal the mechanism of language acquisition. The poverty of stimulus argument theoretically proves...From the perspective of the poverty of stimulus argument and the cognitive development theory, this paper attempts to reveal the mechanism of language acquisition. The poverty of stimulus argument theoretically proves the hypothesis that based on their finite linguistic experience, children can construct their complete language knowledge system. Language acquisition is the process of acquisition of core grammar and of mental representation of vocabulary. Parameter values must be set in the process of children＇s core grammar acquisition. Vocabulary of natural language is stored and processed in the form of conceptual representation, which is associated with syntactic structures by projection rules and bounded by various well-formed rules. The cognitive development theory claims that language acquisition is a development process of universal grammar into particular grammar, which is redescribed at a higher level.展开更多
Objective To observe therapeutic effects of acupuncture combined with language training on aphasia induced by ischemic apoplexy and investigate the mechanisms. Methods 60 patients were randomly divided into a treatmen...Objective To observe therapeutic effects of acupuncture combined with language training on aphasia induced by ischemic apoplexy and investigate the mechanisms. Methods 60 patients were randomly divided into a treatment group treated by acupuncture associated with language training and a control group treated by simple language training. Tongue-acupuncture was applied as the main therapy, and language training included speech organ training, mouth-shape and voice training, spoken language expression training and practical communication ability training. According to Aphosio Bottery of Chinese （ABC）, language ex- amination evaluation was made, and event related potential （P300） was detected before and after treatment. Results The therapeutic effect in the treatment group was significantly better than that in the control group （P〈O. 05）, and the scores of ABC items including information content, speech fluency, repetition, vocabula- ry denomination, color naming, response denomination, confirmation or negation, acoustic recognition and carrying out instruction in the treatment group were obviously higher than those in the control group （P〈0.05）. After one course of treatment, the latencies of N2 and P3 waves in P300 were significantly short- ened and the amplitude of P3 was significantly elevated in the treatment group, compared with those in the control group （P〈0.05）. Conclusion Acupuncture combined with language training provided remarkable therapeutic effects in treating cerebral infarction-induced motor aphasia, and it was better than simple lan- guage training. The results of enhancing of the ABC scores including information content, speech fluency, repetition, vocabulary denomination, color naming, response denomination, confirmation or negation, acous- tic recognition and carrying out instruction, and shortening of the latencies of N2 and P3 waves in P300 and ele- vation of P3 amplitude may be taken as the indices for evaluating and anticipating clinical therapeutic effects of the therapy for treating the disease, which may also be some of the mechanisms.展开更多
The author adopts the research methods of presentations → contrasts → analyses by perceiving the drawbacks of traditional Chinese grammar teaching based on her overseas study experience as well as the understanding ...The author adopts the research methods of presentations → contrasts → analyses by perceiving the drawbacks of traditional Chinese grammar teaching based on her overseas study experience as well as the understanding and study on the overseas related teaching methods, tries to use some new concepts and practice of foreign countries for reference, and works out the way to improve the traditional Chinese teaching methods.展开更多
As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of n...As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of nominalization, which entails the positive and negative stylistic effects. The paper also discusses the relationship between form, function and stylistic features.展开更多
From the perspective of teaching methods theories, this paper probes into the feasibility of adopting the eclectic teaching method in college English teaching, especially the New horizon college English classroom teac...From the perspective of teaching methods theories, this paper probes into the feasibility of adopting the eclectic teaching method in college English teaching, especially the New horizon college English classroom teaching, with the intention of providing new insights for New horizon college English teaching practice.展开更多
In order to mine production and security information from security supervising data and to ensure security and safety involved in production and decision-making,a clustering analysis algorithm for security supervising...In order to mine production and security information from security supervising data and to ensure security and safety involved in production and decision-making,a clustering analysis algorithm for security supervising data based on a semantic description in coal mines is studied.First,the semantic and numerical-based hybrid description method of security supervising data in coal mines is described.Secondly,the similarity measurement method of semantic and numerical data are separately given and a weight-based hybrid similarity measurement method for the security supervising data based on a semantic description in coal mines is presented.Thirdly,taking the hybrid similarity measurement method as the distance criteria and using a grid methodology for reference,an improved CURE clustering algorithm based on the grid is presented.Finally,the simulation results of a security supervising data set in coal mines validate the efficiency of the algorithm.展开更多
文摘To alleviate the amount of work involved in constructing a domain ontology, starting with the base of an existing terminological-rich thesaurus is better than starting from scratch. With a case study of reengineering the Defense Science and Technology Thesaurus into a prototype military aircraft ontology, a four-phase thesaurus-based methodology is introduced and investigated, which consists of identifying the application purpose, overall design, designing in detail and evaluation. Designing in detail is the core step, converting the terms and semantic relationships of the thesaurus into an ontology and supplementing richer semantic relationships. The resulting prototype ontology includes 87 concepts and 34 relationships, and can be extended and scaled up to a full-fledged domain ontology in the future. Eight universal genres of relationships of this ontology are preliminarily summarized and analyzed, including equivalent relationships, approximate relationships, generic/abstract relationships, part/whole relationships, cause/effect relationships, entity/location relationships etc., and the normalization of semantic relationships is critical to the merging and reusing of follow-up multiple ontologies.
基金Supported by Foundation for University Key Teacher by Ministryof Education.
文摘An artificial neural network (ANN) short term forecasting model of consumption per hour was built based on seasonality,trend and randomness of a city period of time water consumption series.Different hidden layer nodes,same inputs and forecasting data were selected to train and forecast and then the relative errors were compared so as to confirm the NN structure.A model was set up and used to forecast concretely by Matlab.It is tested by examples and compared with the result of time series trigonometric function analytical method.The result indicates that the prediction errors of NN are small and the velocity of forecasting is fast.It can completely meet the actual needs of the control and run of the water supply system.
文摘Interpersonal function is one of the three metafunctions of language. This paper investigates the interpersonal meanings in Chinese cosmetic advertising discourse from mood, modality and appraise the three aspects. Based on an exploratory study of data of six typical Chinese cosmetic advertising discourses, the paper claims that the distribution of mood and modality has close link with the interpersonal meaning in advertising. The Functional Grammar and Appraisal System help to reveal the interpersonal meanings of the discourse concerned.
文摘Based on confusions between hidden Markov model (HMM) states, a state-restructuring method was proposed. In the method, HMM states were restructured by sharing Gaussian components with their related states, and the re-estimation to the increased-parameters, i.e., the inter-state weights, was derived under the expectation maximization (EM) framework. Experiments were performed on speaker-independent, large vocabulary, continuous Mandarin speech recognition. Experimental results showed that the state-restructured systems outperformed the baseline, and achieve significant improvement on recognition accuracy compared with the conventional parameter-increasing method. Such comparative results confirmed that the state-restructuring method was efficient.
基金The National Natural Science Foundation of China(No.60571048,60673186,60736015)the National High Technology Researchand Development Program of China(863Program)(No.2007AA01Z178)
文摘Since the specifications of most of the existing context-sensitive graph grammars tend to be either too intricate or not intuitive, a novel context-sensitive graph grammar formalism, called context-attributed graph grammar（CAGG）, is proposed. In order to resolve the embedding problem, context information of a graph production in the CAGG is represented in the form of context attributes of the nodes involved. Moreover, several properties of a set of confluent CAGG productions are characterized, and then an algorithm based on them is developed to decide whether or not a set of productions is confluent, which provides the foundation for the design of efficient parsing algorithms. It can also be shown through the comparison of CAGG with several typical context-sensitive graph grammars that CAGG is more succinct and, at the same time, more intuitive than the others, making it more suitably and effortlessly applicable to the specification of visual languages.
文摘In recent years, the college English teaching reform has been increasingly deepened. The study of the relationship between cognitive approach and foreign language teaching is undoubtedly instructive not only to guarantee the quality of foreign language teaching but also to improve learners＇ foreign language proficiency. In this essay, the author expounds the development of cognitive approach and some relative teaching principles, on which basis the author puts forward some specific practices in foreign language teaching.
文摘As a term of cognitive psychology, image is closely related to grammar analysis. The present paper takes English as an example and through the analysis of parameters--basal body and side, selection, angle of view, degree of detail, prominence, which constitute different images, to demonstrate the relationship between image and English grammar analysis.
文摘From the perspective of the poverty of stimulus argument and the cognitive development theory, this paper attempts to reveal the mechanism of language acquisition. The poverty of stimulus argument theoretically proves the hypothesis that based on their finite linguistic experience, children can construct their complete language knowledge system. Language acquisition is the process of acquisition of core grammar and of mental representation of vocabulary. Parameter values must be set in the process of children＇s core grammar acquisition. Vocabulary of natural language is stored and processed in the form of conceptual representation, which is associated with syntactic structures by projection rules and bounded by various well-formed rules. The cognitive development theory claims that language acquisition is a development process of universal grammar into particular grammar, which is redescribed at a higher level.
文摘Objective To observe therapeutic effects of acupuncture combined with language training on aphasia induced by ischemic apoplexy and investigate the mechanisms. Methods 60 patients were randomly divided into a treatment group treated by acupuncture associated with language training and a control group treated by simple language training. Tongue-acupuncture was applied as the main therapy, and language training included speech organ training, mouth-shape and voice training, spoken language expression training and practical communication ability training. According to Aphosio Bottery of Chinese （ABC）, language ex- amination evaluation was made, and event related potential （P300） was detected before and after treatment. Results The therapeutic effect in the treatment group was significantly better than that in the control group （P〈O. 05）, and the scores of ABC items including information content, speech fluency, repetition, vocabula- ry denomination, color naming, response denomination, confirmation or negation, acoustic recognition and carrying out instruction in the treatment group were obviously higher than those in the control group （P〈0.05）. After one course of treatment, the latencies of N2 and P3 waves in P300 were significantly short- ened and the amplitude of P3 was significantly elevated in the treatment group, compared with those in the control group （P〈0.05）. Conclusion Acupuncture combined with language training provided remarkable therapeutic effects in treating cerebral infarction-induced motor aphasia, and it was better than simple lan- guage training. The results of enhancing of the ABC scores including information content, speech fluency, repetition, vocabulary denomination, color naming, response denomination, confirmation or negation, acous- tic recognition and carrying out instruction, and shortening of the latencies of N2 and P3 waves in P300 and ele- vation of P3 amplitude may be taken as the indices for evaluating and anticipating clinical therapeutic effects of the therapy for treating the disease, which may also be some of the mechanisms.
文摘The author adopts the research methods of presentations → contrasts → analyses by perceiving the drawbacks of traditional Chinese grammar teaching based on her overseas study experience as well as the understanding and study on the overseas related teaching methods, tries to use some new concepts and practice of foreign countries for reference, and works out the way to improve the traditional Chinese teaching methods.
文摘As an important feature of written language, nominalization is frequently used in formal texts. Using the approach of systemic functional grammar, the paper presents a detailed analysis of the three metafunctions of nominalization, which entails the positive and negative stylistic effects. The paper also discusses the relationship between form, function and stylistic features.
文摘From the perspective of teaching methods theories, this paper probes into the feasibility of adopting the eclectic teaching method in college English teaching, especially the New horizon college English classroom teaching, with the intention of providing new insights for New horizon college English teaching practice.
基金The National Natural Science Foundation of China(No.50674086)Specialized Research Fund for the Doctoral Program of Higher Education(No.20060290508)the Postdoctoral Scientific Program of Jiangsu Province(No.0701045B)
文摘In order to mine production and security information from security supervising data and to ensure security and safety involved in production and decision-making,a clustering analysis algorithm for security supervising data based on a semantic description in coal mines is studied.First,the semantic and numerical-based hybrid description method of security supervising data in coal mines is described.Secondly,the similarity measurement method of semantic and numerical data are separately given and a weight-based hybrid similarity measurement method for the security supervising data based on a semantic description in coal mines is presented.Thirdly,taking the hybrid similarity measurement method as the distance criteria and using a grid methodology for reference,an improved CURE clustering algorithm based on the grid is presented.Finally,the simulation results of a security supervising data set in coal mines validate the efficiency of the algorithm.
