• Title/Summary/Keyword: Translation Strategy

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Comparison Thai Word Sense Disambiguation Method

  • Modhiran, Teerapong;Kruatrachue, Boontee;Supnithi, Thepchai
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.1307-1312
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    • 2004
  • Word sense disambiguation is one of the most important problems in natural language processing research topics such as information retrieval and machine translation. Many approaches can be employed to resolve word ambiguity with a reasonable degree of accuracy. These strategies are: knowledge-based, corpus-based, and hybrid-based. This paper pays attention to the corpus-based strategy. The purpose of this paper is to compare three famous machine learning techniques, Snow, SVM and Naive Bayes in Word-Sense Disambiguation on Thai language. 10 ambiguous words are selected to test with word and POS features. The results show that SVM algorithm gives the best results in solving of Thai WSD and the accuracy rate is approximately 83-96%.

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Structural Studies on IRES 4-2 Domain of Foot-and-mouth Disease Virus

  • Kim, Young-Mee;Yoo, Jun-Seok;Cheong, Hae-Kap;Lee, Chul-Hyun;Cheong, Chae-Joon
    • Journal of the Korean Magnetic Resonance Society
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    • v.7 no.2
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    • pp.89-97
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    • 2003
  • Foot-and-mouth disease virus (FMDV) belongs to the aphthovirus genus within the picornavirus which has a single copy of a positive sense RNA. The translation initiation process of FMDV occurs by a cap-independent mechanism directed by a highly structured element (∼435 nt) termed an internal ribosome entry site (IRES). We have designed and prepared FMDV 4-2 RNA (28nt) by in vitro transcription. The 2D NMR data revealed that FMDV 4-2 IRES domain RNA has a flexible loop and bulge conformation. In further study, we need to make an isotope labeled RNA sample and conduct 3D NMR experiments to completely determine the 3D structure. This study may establish a new drug design strategy to treat foot-and mouth disease.

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Method of storing nested DTD structure and Query translation strategy in XML Repository system (XML 문서 관리 시스템의 순환적 DTD 구조 저장 기법 및 질의 변환 전략)

  • 김정은;신판섭;정헌석;이재호;임해철
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.10a
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    • pp.299-301
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    • 2000
  • XML은 문서의 구조를 독립적으로 작성할 수 있어 문서의 체계적인 구조화가 가능하다. 이러한 이유로 최근, XML 문서를 구조화하여 데이터베이스에 저장, 관리하는 XML 문서 관리 시스템 연구가 활발하다. XML 문서 관리 시스템은 XML의 구조 정보를 효과적으로 표현하기 위해 여러 가지 기법을 사용하고 있다. 그러나, 기존의 방법들은 XML 문서 구성에 따라 저장 스키마가 유동적이거나 문서 정보 검색의 제약을 가지고 있을 뿐만 아니라, DTD의 문서 구조가 순환 관계와 같이 복잡한 형태를 지닐 때, 그 구조를 적절히 반영하지 못하거나, 구조를 반영하더라도 검색 시, 모든 요소를 순차적으로 탐색해야 하는 등의 문제점을 지니고 있다. 따라서 본 연구에서는 XML의 내용이나 구성에 영향받지 않는 저장 스키마를 설계하고 정보검색의 제약을 해결가능한 경로 정보를 제안한다. 또한 순환 관계를 갖는 DTD의 구조 정보를 비 순환 구조 부분과 순환 구조 부분으로 분리, 정의하고 질의처리 시, 입력되는 XML-QL을 SQL로 변환하기 위하여 XML-QL의 패턴을 분류하고 이에 따른 중간 단계의 SQL을 정의하여 질의어 변환기법을 제안한다.

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A Comparative Analysis on Page Caching Strategies Affecting Energy Consumption in the NAND Flash Translation Layer (NAND 플래시 변환 계층에서 전력 소모에 영향을 미치는 페이지 캐싱 전략의 비교·분석)

  • Lee, Hyung-Bong;Chung, Tae-Yun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.13 no.3
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    • pp.109-116
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    • 2018
  • SSDs that are not allowed in-place update within the allocated page cause another allocation of a new page that will replace the previous page at the moment data modification occurs. This intrinsic characteristic of SSDs requires many changes to the existing HDD-based IO theory. In this paper, we conduct a performance comparison of FTL caching strategy in perspective of cache hashing (Global vs. grouped) and caching algorithm (LRU vs. NUR) through a simulation. Experimental results show that in terms of energy consumption for flash operation the grouped management of cache is not suitable and NUR algorithm is superior to LRU algorithm. In particular, we found that the cache hit ratio of LRU algorithm is about 10% point higher than that of NUR algorithm while the energy consumption of LRU algorithm is about 32% high.

Query Formulation for Heuristic Retrieval in Obfuscated and Translated Partially Derived Text

  • Kumar, Aarti;Das, Sujoy
    • Journal of Information Science Theory and Practice
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    • v.3 no.1
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    • pp.24-39
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    • 2015
  • Pre-retrieval query formulation is an important step for identifying local text reuse. Local reuse with high obfuscation, paraphrasing, and translation poses a challenge of finding the reused text in a document. In this paper, three pre-retrieval query formulation strategies for heuristic retrieval in case of low obfuscated, high obfuscated, and translated text are studied. The strategies used are (a) Query formulation using proper nouns; (b) Query formulation using unique words (Hapax); and (c) Query formulation using most frequent words. Whereas in case of low and high obfuscation and simulated paraphrasing, keywords with Hapax proved to be slightly more efficient, initial results indicate that the simple strategy of query formulation using proper nouns gives promising results and may prove better in reducing the size of the corpus for post processing, for identifying local text reuse in case of obfuscated and translated text reuse.

A study on the measurement of rotary table error with 5-axis CNC machine (5축CNC공작기계의 회전테이블 오차 측정에 관한 연구)

  • SUH, S.H.;JUNG, S.Y.;LEE, E.S.
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.11
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    • pp.84-92
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    • 1997
  • The purpose of this study is to develop a geometric error model and path compensation algorithm for rotating axes of the 5-axis machine tools, by a method to calibrate a rotary table using one master ball and three LVDTs. It was developed a new methodology to measure 3 translation errors of the rotary table and with a compensation procedure for setup errors of the master ball. The method is experimentally verified using a ball-table and on-machine inspection method. The results showed that the geometric error models with the path compensation strategy can be practically used as a means for improving the accuracy of the machine tools with rotary table.

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Global Development Strategy of Korean Marine (Leisure) Sports Industry Using SWOT / AHP Method

  • XU, Jin Shou;KIM, Suwan;LEE, Chunsu
    • East Asian Journal of Business Economics (EAJBE)
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    • v.8 no.3
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    • pp.1-13
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    • 2020
  • Purpose - Identify the priorities of important factors through SWOT/AHP analysis method for vitalization of global marine sports in Korea. Through this, we will identify prerequisites and strategies for Korean marine sports to become a global powerhouse, including revitalizing the Korean Wave for Chinese consumers. It also revitalizes global competitiveness and draws policy implications. Research design and methodology - Through interviews with experts and literature data, elements of important opportunities, threats, strengths and weaknesses of marine sports are summarized. Based on this SWOT, the AHP technique is applied to determine which is first and what is important between the factors that save opportunities and increase strengths, and measures to cope with threats and factors that complement weaknesses. Through this, the priority factor of experts suggests a plan for activating strategic marine sports. Results - First, the current status of marine sports in Korea and the perception of consumers are grasped through current data and literature research. Sub-elements are derived based on the theoretical literature on SWOT elements and opinions of experts. Prioritization is identified based on the AHP questionnaire of Korean experts. Conclusions - The strategy was derived through SWOT/AHP analysis, and the following implications were obtained. Regionally, Busan is psychologically and geographically adjacent to China and Japan. It is also an area where human exchanges are actively taking place along with the volume of imports and exports. Due to the increase in China's marine sports industry and population, it is necessary to expand the scope of Korea to marine sports beyond cosmetics, dramas, movies, and Korean waves (Hallyu) stars.

Improving Flash Translation Layer for Hybrid Flash-Disk Storage through Sequential Pattern Mining based 2-Level Prefetching Technique (하이브리드 플래시-디스크 저장장치용 Flash Translation Layer의 성능 개선을 위한 순차패턴 마이닝 기반 2단계 프리패칭 기법)

  • Chang, Jae-Young;Yoon, Un-Keum;Kim, Han-Joon
    • The Journal of Society for e-Business Studies
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    • v.15 no.4
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    • pp.101-121
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    • 2010
  • This paper presents an intelligent prefetching technique that significantly improves performance of hybrid fash-disk storage, a combination of flash memory and hard disk. Since flash memory embedded in a hybrid device is much faster than hard disk in terms of I/O operations, it can be utilized as a 'cache' space to improve system performance. The basic strategy for prefetching is to utilize sequential pattern mining, with which we can extract the access patterns of objects from historical access sequences. We use two techniques for enhancing the performance of hybrid storage with prefetching. One of them is to modify a FAST algorithm for mapping the flash memory. The other is to extend the unit of prefetching to a block level as well as a file level for effectively utilizing flash memory space. For evaluating the proposed technique, we perform the experiments using the synthetic data and real UCC data, and prove the usability of our technique.

European Integration Processes for the Development of Future Foreign Language Specialists in the Information Society

  • Lazarenko, Natalia;Zadorozhna, Olga;Prybora, Tetiana;Shevchuk, Аndrii;Sulym, Volodymyr;Rudnytska, Nataliya
    • International Journal of Computer Science & Network Security
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    • v.21 no.12spc
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    • pp.427-436
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    • 2021
  • The article reveals and theoretically substantiates the trends of foreign language teachers' professional training in universities of Ukraine in terms of European integration, which are systematized in three areas: macro-level (system of education), meso-level (universities) and micro-level (subjects of educational process). The article aims to substantiate the trends of foreign language teacher training in the context of European integration and the main directions of creative use of constructive ideas of European experience in the innovative development of education. The article lights up the system for improving foreign language teacher training in universities, which is based on updated goals, content and approaches to the implementation of basic concepts, principles and features of teacher training in European experience, enable us to improve the quality of teacher training, its competitiveness in the European labor market. In the article developed the conceptual model of strategic development of the university in the conditions of European integration. It is emphasized that information technologies provide great opportunities for the development of professional skills and intellectual potential of future professionals. At present, the computerization of the educational process in higher education institutions is considered as one of the first and most promising areas for improving the quality of education. The article offered directions of internationalization of educational activity of university in the conditions of European integration. Diagnostic tools for the development of the university in terms of integration into the European educational space, individual rating and ranking of structural units of the university have been developed; main directions of activity of the laboratory of the skill of the teacher of higher school and methodical recommendations on the creation and the organization of work of scientific laboratories.

Information Support of the Educational Process in the Development of Leadership Potential of Modern University in the Conditions of Distance Learning

  • Viznyuk, Inessa;Rokosovyk, Nataliia;Vytrykhovska, Oksana;Paslawska, Alla;Bielikova, Olena;Radziievska, Iryna
    • International Journal of Computer Science & Network Security
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    • v.22 no.4
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    • pp.209-216
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    • 2022
  • The modern development of higher education in Ukraine is the result of two main factors. One of them - the factor of social progress - reflects the transformations inherent in modern Ukrainian society. These include, first of all, the processes of democratization and the development of civic responsibility. European the choice of Ukraine, the integration of our state into the European space determine accordingly, the second factor influencing the development of domestic higher education - the trends that guide the progress of the European Higher Education Area (European Higher Education Area (hereinafter - EHEA) and the European Research Area Research Area, hereinafter - ERA). The strategy of information support of the educational process (approved by the European Commission in 2010) recognizes the leading role of higher education as a driver of social progress, accordingly states the priority - the development of free economic education and identifies indicators of such progress - the achievement and international attractiveness of European free economic education. The information support of modernization challenges in higher education are aimed at the educational process, the leadership position of students, in particular through promotion and implementation of leading achievements and best practices in the context of globalization.