• 제목/요약/키워드: Human-Computer Integration

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A Novel Integration Scheme for Audio Visual Speech Recognition

  • Pham, Than Trung;Kim, Jin-Young;Na, Seung-You
    • 한국음향학회지
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    • 제28권8호
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    • pp.832-842
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    • 2009
  • Automatic speech recognition (ASR) has been successfully applied to many real human computer interaction (HCI) applications; however, its performance tends to be significantly decreased under noisy environments. The invention of audio visual speech recognition (AVSR) using an acoustic signal and lip motion has recently attracted more attention due to its noise-robustness characteristic. In this paper, we describe our novel integration scheme for AVSR based on a late integration approach. Firstly, we introduce the robust reliability measurement for audio and visual modalities using model based information and signal based information. The model based sources measure the confusability of vocabulary while the signal is used to estimate the noise level. Secondly, the output probabilities of audio and visual speech recognizers are normalized respectively before applying the final integration step using normalized output space and estimated weights. We evaluate the performance of our proposed method via Korean isolated word recognition system. The experimental results demonstrate the effectiveness and feasibility of our proposed system compared to the conventional systems.

의료기관 전자결제시스템 도입을 위한 Human-Technology Integration에 관한 연구 (Human-Technology Integration for Implementing Electronic Approval System in a Hospital)

  • 박재성;박기수
    • 한국병원경영학회지
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    • 제7권3호
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    • pp.102-120
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    • 2002
  • The purpose of study is to understand human-technology integration mechanism by using the study model that takes the core concept and motivation assumptions of technology acceptance model(TAM) into account. This study identifies three motivation mechanisms in adopting or using computer mediated communication(CMC) tool for work. The mechanism comprises with extrinsic, extrinsic motivation, and subjective norm pressure. One hospital with 430 beds and 367 human power was identified and we administered the questionnaire during their work hours. There is 32.4% response rate. The fitting index of the study model surpass the acceptable level, GFI = .980 for none-users, GFI =.986 for users, NNFI = .973 for none-users, and NNFI = .989 for users. In the case of none-users, perceived ease of use determines perceived usefulness that explains behavioral intention to use. As a result, adotpers' usage motivation is based on extrinsic motivation that does not consider their affective factor, attitude, in use of CMC. Users considers their attitudes as the mediating factor of all behavioral beliefs for using CMC continually. Thus, users are likely to depend their adoption behaviors on their affective factor. Moreover, users' behavioral intention is subject to pressures of use from other persons who are important to them, such as supervisor, director, or boss. Achieving human-technology integration in a hospital may cause cost saving and work efficiency. However, the success of information system should base on a profound understanding of employees' adoption behaviors in rejecting, adopting, using, continually using of IT, and organization culture in using IT.

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개량형 정보표시 화면설계 지침의 일원화 방법론 개발에 관한 연구 (A Study on Development of an Integration Methodology for Design Guideline of Advanced Information Display)

  • 정성해;차우창
    • 대한인간공학회지
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    • 제23권2호
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    • pp.13-24
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    • 2004
  • Human error has brought about accidents more than 50% in system of a large size and complicated expecially in nuclear power plants(NPPs). The technology of Man Machine Interface(MMI) has been changed to the digitalized controls employing computer-based technology. According to this trend. the human factors guidelines are becoming main issue for reliable supports to digitalized information displays. However. the existing human factors guidelines is not enough for advanced information display on NPPs. The purpose of this research is to develop the reliable design and evaluation guidelines for advanced information display in main control room (MCR) of NPPs. In this study. the various general human factors guidelines concerning information display on CRT are integrated on data base management system. unified based on the integration rules. and applied in computer based procedures. The use of the integrated guidelines are expected to evaluate the existing information display on MCR in NPPs from the human factors point of view.

Using Spatial Ontology in the Semantic Integration of Multimodal Object Manipulation in Virtual Reality

  • Irawati, Sylvia;Calderon, Daniela;Ko, Hee-Dong
    • 한국HCI학회:학술대회논문집
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    • 한국HCI학회 2006년도 학술대회 1부
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    • pp.884-892
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    • 2006
  • This paper describes a framework for multimodal object manipulation in virtual environments. The gist of the proposed framework is the semantic integration of multimodal input using spatial ontology and user context to integrate the interpretation results from the inputs into a single one. The spatial ontology, describing the spatial relationships between objects, is used together with the current user context to solve ambiguities coming from the user's commands. These commands are used to reposition the objects in the virtual environments. We discuss how the spatial ontology is defined and used to assist the user to perform object placements in the virtual environment as it will be in the real world.

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Difficulties in ERP integration in Umm Al Qura University: A Case Study

  • Abdullah A H Alzahrani
    • International Journal of Computer Science & Network Security
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    • 제24권4호
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    • pp.35-43
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    • 2024
  • The development and integration of Enterprise Resource Planning (ERP) systems have consistently attracted attention from software engineering researchers. Many studies have examined the factors that influence successful ERP integration, while others have focused on introducing integration models that address issues and challenges that affect the successful integration of ERP. However, it is crucial to recognize that the key player in successful integration is the individual involved. This paper aims to investigate how individuals based on departmental attachments and experiences have viewed the factors that affected the success of ERP integration. A case study was conducted at one large organization namely Umm Al Qura University, Saudi Arabia. Five departments were involved namely: Financial management, purchasing management, warehouse management, human resources management, and the Deanship of Information Technology. The results of 78 participants were collected and analyzed. Furthermore, it was different how individuals from different departments involved in the ERP integration viewed the factors that affected the success of integration. In addition, it was noticed that individuals with different experiences have various views on the factors. Moreover, it was evident that departmental attachments and individual experience might play a role in the successful integration of ERP.

이용자-컴퓨터 인터페이스 측면에서 고찰한 하이퍼미디어 시스템 (A Study of Hypermedia System Based on Human- Computer Interface Perspective)

  • 김미진
    • 정보관리학회지
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    • 제9권2호
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    • pp.154-180
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    • 1992
  • 이 논문은 이용자-컴퓨터 인터페이스 측면에서 역사적 배경과 제기되는 논제에 대 하여 조사하고, 이용자 인터페이스와 밀접한 관련이 있는 하이퍼미디어 시스템의 정의/특성, 대표적 하이퍼미디어 시스템, 전문가 시스템, 도움말 시스템과의 통합화에 대하여 고찰하였 다.

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통합에서 독립으로, 이스라엘 컴퓨터과학 교과의 진화 (From integration to independence, the evolution of computer science subject in Israel)

  • 김자미;이원규
    • 컴퓨터교육학회논문지
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    • 제17권4호
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    • pp.33-44
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    • 2014
  • 국가 차원에서 교육과정을 이해하는 것은 해당 교과가 어느 정도의 위상을 갖고 있는지를 확인하는 것이다. 본 연구는 창의 인재 양성의 선두주자인 이스라엘의 교육과정과, 컴퓨터과학 교육의 현황을 분석하고, 우리나라 컴퓨터과학 교육의 방향에 대한 성찰을 제시하기 위한 목적이 있다. 이스라엘의 컴퓨터과학 교육은 중학교에서는 자연과학/기술 교과에 통합된 형태로, 고등학교에서는 독립교과로서 위상을 유지하고 있다. 2011년에는 중학교 컴퓨터과학 교육과정이 개발되면서 통합에서 독립교과로 변화하고 있었다. 따라서 본 연구는 우리나라의 컴퓨터과학 교육 또한 통합과 독립의 관점에서 교과의 위상이 논의되어야 함을 제시하였다.

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Deep Learning based Human Recognition using Integration of GAN and Spatial Domain Techniques

  • Sharath, S;Rangaraju, HG
    • International Journal of Computer Science & Network Security
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    • 제21권8호
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    • pp.127-136
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    • 2021
  • Real-time human recognition is a challenging task, as the images are captured in an unconstrained environment with different poses, makeups, and styles. This limitation is addressed by generating several facial images with poses, makeup, and styles with a single reference image of a person using Generative Adversarial Networks (GAN). In this paper, we propose deep learning-based human recognition using integration of GAN and Spatial Domain Techniques. A novel concept of human recognition based on face depiction approach by generating several dissimilar face images from single reference face image using Domain Transfer Generative Adversarial Networks (DT-GAN) combined with feature extraction techniques such as Local Binary Pattern (LBP) and Histogram is deliberated. The Euclidean Distance (ED) is used in the matching section for comparison of features to test the performance of the method. A database of millions of people with a single reference face image per person, instead of multiple reference face images, is created and saved on the centralized server, which helps to reduce memory load on the centralized server. It is noticed that the recognition accuracy is 100% for smaller size datasets and a little less accuracy for larger size datasets and also, results are compared with present methods to show the superiority of proposed method.

Using Spatial Ontology in the Semantic Integration of Multimodal Object Manipulation in Virtual Reality

  • Irawati, Sylvia;Calderon, Daniela;Ko, Hee-Dong
    • 한국HCI학회논문지
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    • 제1권1호
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    • pp.9-20
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    • 2006
  • This paper describes a framework for multimodal object manipulation in virtual environments. The gist of the proposed framework is the semantic integration of multimodal input using spatial ontology and user context to integrate the interpretation results from the inputs into a single one. The spatial ontology, describing the spatial relationships between objects, is used together with the current user context to solve ambiguities coming from the user's commands. These commands are used to reposition the objects in the virtual environments. We discuss how the spatial ontology is defined and used to assist the user to perform object placements in the virtual environment as it will be in the real world.

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인간중심의 제조시스템 구축을 위한 가공 및 조립시스템의 holon 설정 (The holons settlement of the processing and assembly system for the human-oriented manufacturing system forming)

  • Joung, Boum-Jin;Kim, Day-Sung;Kim, Man-Jin
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1996년도 춘계공동학술대회논문집; 공군사관학교, 청주; 26-27 Apr. 1996
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    • pp.639-643
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    • 1996
  • The manufacturing system has been changed from labored manual process system, which is managed and operated by managers and operators, to CIMS(Computer Integrated Manufacturing System) for integration of manufacturing, research, development and consumption in the age of diverse customer's needs[6]. However, because it involves the hierarchical system composed of many sub-systems interface and its installation & setup cost is very expensive, CIMS has many difficulties in constructing the durable optimal system that is able to adapt to rapid in-outer circumstance change. So, HMS(Holonic Manufacturing System), the new conceptual manufacturing system having the self-problem-solving and self-organization[11], is instructed to solve these difficulties that it has in these days. The system flexibility in the HMS is able to be ensured, with the integration of human's strong points into mechatronics manufacturing system to reduce interference among sub-systems. In this paper, the manufacturing process rationalization and integration of the assembly line in an automobile industry, has lots of problems in efficiency and productivity, has been studied in an early stage of converting the present state of process system to HMS, which is human-oriented processing system, to improve the line efficiency, system productivity and reliability by using human capability effectively. This paper is derived into the human-oriented & object-oriented holons settlement of the shop floor system composed of processing, assembly and material handling system for the future holonic manufacturing system, which is going to be computer supported control system.

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