• 제목/요약/키워드: language-based support

검색결과 501건 처리시간 0.033초

Sign Language Translation Using Deep Convolutional Neural Networks

  • Abiyev, Rahib H.;Arslan, Murat;Idoko, John Bush
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권2호
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    • pp.631-653
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    • 2020
  • Sign language is a natural, visually oriented and non-verbal communication channel between people that facilitates communication through facial/bodily expressions, postures and a set of gestures. It is basically used for communication with people who are deaf or hard of hearing. In order to understand such communication quickly and accurately, the design of a successful sign language translation system is considered in this paper. The proposed system includes object detection and classification stages. Firstly, Single Shot Multi Box Detection (SSD) architecture is utilized for hand detection, then a deep learning structure based on the Inception v3 plus Support Vector Machine (SVM) that combines feature extraction and classification stages is proposed to constructively translate the detected hand gestures. A sign language fingerspelling dataset is used for the design of the proposed model. The obtained results and comparative analysis demonstrate the efficiency of using the proposed hybrid structure in sign language translation.

지역정보 관리 환경을 지원하기 위한 효율적인 질의 언어의 설계 (Design of Efficient Query Language to support Local information administration environment)

  • 강성관;이필규
    • 한국정보과학회:학술대회논문집
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    • 한국정보과학회 2008년도 한국컴퓨터종합학술대회논문집 Vol.35 No.1 (C)
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    • pp.36-40
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    • 2008
  • SIMS는 지역 정보 관리 환경을 지원하기 위한 통합 관리 시스템으로써 다양한 지역 및 비지역 자료를 관리하고 여러 응용작업을 지원한다. 본 논문에서는 지역데이터에 대한 질의를 처리하기 위해서 기존에 개발된 지역데이터 마이닝 질의 언어에 대한 모델과 지역 서술자를 기반으로 SQL형태의 객체 질의어를 새로이 정의한다. 또한 자동 데이터 수집, 인공위성 측위 서비스, 원격탐사, GPS, 모바일 컴퓨팅 등의 다양한 자료와 시지역(Spatio-Temporal)자료로부터 유용한 정보를 발견 할 수 있도록 SIMS를 기반으로 한 지역 데이터 마이닝 질의 언어를 설계하였다.

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An Experimental Comparison of the Usability of Rule-based and Natural Language Processing-based Chatbots

  • Yeji Lim;Jeonghun Lim;Namjae Cho
    • Asia pacific journal of information systems
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    • 제30권4호
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    • pp.832-846
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    • 2020
  • Service organizations increasingly adopt data-based intelligent engines called chatbots in support of the interaction between customers and the companies. Two different types of chatbots have been suggested and introduced by companies leading the adoption of this emerging technology: rule-based chatbots and natural language processing-based chatbots. While the differences between these two types of technologies look relatively clear, the organizational and practical impacts of the differences have not been systematically explored. This study performed an experiment to compare the use of the two different types of chatbots used in practice by two comparable organizations. These two types of actual chatbots were used by Korean on-line shopping malls with similar business models (mobile shopping), length of history, size and reputation. The comparison was made based on such dimensions as usability, searchability, reliability and attractiveness. Contraty to conventional expectation that the superiority in technology will produce superior usability, the results show mixed superiority. The discussion on the reasons is presented.

가족의 지지가 장애노인의 삶의 만족도에 미치는 영향 (The Effects of Family Support on the Life Satisfaction of Elderly with Disabilities)

  • 이익섭;윤경아
    • 한국사회복지학
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    • 제45권
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    • pp.315-340
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    • 2001
  • The purpose of study is to examine the effects of family support on the life satisfaction of elderly with disabilities and provide a ground necessary to improve it. Research was conducted on 167 elderly with hearing, visual and physical disabilities aged over 60 who were living in Seoul and Pusan. Telephone survey, sign language and interview, in accordance with types of disability, were adopted to collect data effectively. That is telephone survey was used for elderly with visual impairment whereas face-to-face interview for physical impairment and sign language for hearing impairment by volunteers. Collected data were analyzed, using hierarchical regression analysis. This study utilized two different models, direct effect model and buffering effect of social support in order to examine the effects of familial support on the life satisfaction of elderly with disabilities. Research findings suggest that the level of life satisfaction appeared to be low in general among elderly with disabilities and emotional family support exerted a positive effect on life satisfaction. In addition, it is empirically supported that emotional family support buffered the negative effect of economic limitations on life satisfaction. In other words, the effects of economic limitations as stress factor decreased with the increase in the frequency of emotional support, however, the level of life satisfaction decreased at a mercy of the stress factor of economic limitations with the decrease in the frequency of emotional support. Finally, this paper attempted to provide some alternatives to effectively improve life satisfaction among elderly with disabilities based on empirical findings.

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ebXML 비즈니스 프로세스 명세를 위한 의미 제약의 모델링과 검증 (Modeling and Validation of Semantic Constraints for ebXML Business Process Specifications)

  • 김종우;김형도
    • Asia pacific journal of information systems
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    • 제14권1호
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    • pp.79-100
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    • 2004
  • As a part of ebXML(Electronic Business using eXtensible Markup Language) framework, BPSS(Business Process Specification Schema) has been provided to support the direct specification of the set of elements required to configure a runtime system in order to execute a set of ebXML business transactions. The BPS,' is available in two stand-alone representations, a UML version and an XML version. Due to the limitations of UML notations and XML syntax, however, current ebXML BPSS specification fails to specify formal semantic constraints completely. In this study, we propose a constraint classification scheme for the BPSS specification and describe how to formally represent those semantic constraints using OCL(Object Constraint Language). As a way to validate p Business Process Specification(BPS) with the formal semantic constraints, we suggest a rule-based approach to represent the formal constraints and demonstrate its detailed mechanism for applying the rule-based constraints to the BPS with a prototype implementation.

ENTERPRISE WIDE CENTRALIZED APPLICATION LEVEL ACCESS CONTROL USING XACML

  • Shaikh, Riaz A.;Rajput, Saeed;Zaidi, S.M.H.;Sharif, Kashif
    • 한국전자거래학회:학술대회논문집
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    • 한국전자거래학회 2005년도 e-Biz World Conference 2005
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    • pp.62-67
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    • 2005
  • In traditional approach, enterprise-wide consistent security policy enforcement for applications is very difficult task. Therefore, industry is now moving towards new unified enterprise application security concept that consist of centralized authentication and authorization mechanism. The eXtensible Access Control Markup Language (XACML); an XML-based standard defined by OASIS, is most suitable choice which can support centralized, role based, context aware access control mechanism. It is designed to provide universal standard for writing authorization policies and access control request/response language for managing access to the resources. This paper includes a brief overview on XACML and discusses its benefits, limitations and a data flow process. We propose a new generic access control architecture that supports enterprise wide centralized application level access control mechanism using XACML. The other benefits which can be achieved through this architecture are, reduce adnministration cost and complexity, support of heterogeneous computing platforms, centralized monitoring system, automatic fail over, scalability and availability, open standard based solution and secure communication.

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An Investigation on Semantic Web-based Business Support: Ontology development and inference framework for the course recommendation

  • 김진성
    • 한국지능시스템학회논문지
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    • 제20권4호
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    • pp.554-561
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    • 2010
  • As a fundamental knowledge source in a global learning environment, it is feasible to apply the relational database management systems (RDBMS), object-oriented database management systems (OODBMS), and other traditional DBMS. However, the traditional DBMSs are not feasible in semantic knowledge/ontology representation and inference. One of the reasonable ways to overcome the limitations is the semantic web-based business support framework. Especially, in this study, we focused on the development of semantic web ontology and natural language (NL)-based inference framework. To validate the efficiency of the proposed framework, we considered a reasonable scenario for course recommendation in a university.

Public Health Center Service Experiences and Needs among Immigrant Women in South Korea

  • Chae, Duckhee;Kim, Hyunlye;Seo, Minjeong;Asami, Keiko;Doorenbos, Ardith
    • 지역사회간호학회지
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    • 제33권4호
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    • pp.385-395
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    • 2022
  • Purpose: To support implementation of comprehensive, person-centered healthcare, this study aimed to explore immigrant women's public health center (PHC) service experiences and needs while considering Photovoice's feasibility for this purpose. Methods: This qualitative study included 15 marriage-based immigrant women. Participants were recruited from churches and multicultural family support centers using purposive and snowball sampling. Data were collected through four focus group interviews and were subjected to inductive content analysis. Results: Five categories of experiences were identified: language barriers, hectic environment, affordable and practical primary healthcare, feeling ignored and discriminated against, and feeling frustrated. In addition, five categories of needs were identified: language assistance services, ease of access, healthcare across the lifespan, expansion of affordable healthcare, and being accepted as they are. This study provides preliminary evidence that the Photovoice approach can facilitate the interview process in a qualitative inquiry involving participants with limited ability to express their perspectives in the researchers' language. Conclusion: Study findings highlight the need to implement institutional policy and procedural changes within PHCs and to provide culturally competent, personcentered care for South Korea's marriage-based immigrant women and other ethnic minority populations. The findings also provide evidence-based direction for PHC service planning.

J2ME기반에서 XML을 이용한 유무선 연동 학생정보시스템(WISIS)의 설계 및 구현 (Design and Implementation of WISIS using XML based on J2ME)

  • 김태남;고영남;이동명
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2001년도 하계종합학술대회 논문집(1)
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    • pp.149-152
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    • 2001
  • In general, the wireless services based on markup language and provided with wired network requires dedicated gateway system. But in this case, the serious problems such as security vulnerabilities, damage of contents are occurred to the application. In this paper, to improve above problems, we designed and implemented the new application named "Interacted Wired St Wireless Student Information System" using J2ME(Java 2 Micro Edition) platform and XML(eXtensible Markup Language) to transmit user data safely and support the system extendibility maintaining data format consistency respectively.pectively.

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다문화가정 유아의 언어능력과 유아-어머니간 놀이상호작용 - 동남아시아 결혼이민자가정을 중심으로 - (Multi-cultural Children's Language Abilities and Play-Interactions with Their Mothers)

  • 송요현;현온강
    • 아동학회지
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    • 제31권2호
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    • pp.35-52
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    • 2010
  • The purpose of this study is to examine the factors that are associated with a child's development within a multi-cultural family, taking into account the factors that influence the child's language ability and their play interactions with their mothers. First, there was no significant difference in the children's language ability based on the child's gender, or based on the language in which the mother communicated with her children. However there were significant differences depending on the children's age, the mother's native country, and the period of time the mother had lived in Korea. Second, there was no significant difference in the child-mother play interaction based on the children's age, gender, the mother's native country, the period of time the mother has lived in Korea, or the language in which the mother communicated with her children. However, the boys showed a more hostile attitude toward their mothers, in comparison to the girls. In conclusion, it can be said that there is an urgent need for comprehensive social support services and policies for the overall development of multi-cultural children, especially through programs for children and mothers.