• Title/Summary/Keyword: Smart model

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The Design of Smart TV Business Model Using subtitle Information (자막정보를 이용한 새로운 스마트TV 사업 모형설계)

  • Na, In Seop;Kim, Soo Hyung;Na, Hyeong Youl
    • Smart Media Journal
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    • v.1 no.4
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    • pp.35-43
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    • 2012
  • In this paper, we consider the current status of smart TV and propose a business model established on the smart TV ecosystem. There are two views on the outlook of the smart TV market, one of which takes optimistic prospect and the other one is pessimistic. However, mostly it is believed that the innovation will continue in smart TV technology and the market will expand. In this paper, we proposes a two-way, active and consumer oriented business model for smart TV using subtitle information. Finally, we expect to contributing to reduce the gap of information between countries to spread the Han-Wave.

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Saturation Prediction for Crowdsensing Based Smart Parking System

  • Kim, Mihui;Yun, Junhyeok
    • Journal of Information Processing Systems
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    • v.15 no.6
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    • pp.1335-1349
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    • 2019
  • Crowdsensing technologies can improve the efficiency of smart parking system in comparison with present sensor based smart parking system because of low install price and no restriction caused by sensor installation. A lot of sensing data is necessary to predict parking lot saturation in real-time. However in real world, it is hard to reach the required number of sensing data. In this paper, we model a saturation predication combining a time-based prediction model and a sensing data-based prediction model. The time-based model predicts saturation in aspects of parking lot location and time. The sensing data-based model predicts the degree of saturation of the parking lot with high accuracy based on the degree of saturation predicted from the first model, the saturation information in the sensing data, and the number of parking spaces in the sensing data. We perform prediction model learning with real sensing data gathered from a specific parking lot. We also evaluate the performance of the predictive model and show its efficiency and feasibility.

A Study on Consumers' Clothing Buying Intention Adopted By the Technology Acceptance Model (혁신기술수용모델(TAM)을 적용한 스마트 의류 구매의도 연구)

  • Kang, Keang-Young;Jin, Hyun-Jeong
    • Journal of the Korean Society of Clothing and Textiles
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    • v.31 no.8
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    • pp.1211-1221
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    • 2007
  • This research investigates the effects of fashion innovativeness and technology innovativeness on the attitude and the buying intention of smart clothing. This study employs TAM(Technology Acceptance Model) proposed by Davis(1989) as a theoretical framework. Two hundred sixty-five respondents comprised a sample used to examine a structural model. The structural equation model using AMOS was performed to test hypotheses. Fashion innovativeness was found to affect perceived usefulness while technology innovativeness affected perceived ease of use. Perceived usefulness was found to influence attitude towards smart clothing. Perceived ease of use was also found to affect attitude towards smart clothing. The attitude towards smart clothing has a direct effect on the buying intention of smart clothing. In addition, this study revealed that employing TAM to investigate the adoption of smart clothing was appropriate. Lastly, implications of this research and suggestions for future studies were discussed.

A network traffic prediction model of smart substation based on IGSA-WNN

  • Xia, Xin;Liu, Xiaofeng;Lou, Jichao
    • ETRI Journal
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    • v.42 no.3
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    • pp.366-375
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    • 2020
  • The network traffic prediction of a smart substation is key in strengthening its system security protection. To improve the performance of its traffic prediction, in this paper, we propose an improved gravitational search algorithm (IGSA), then introduce the IGSA into a wavelet neural network (WNN), iteratively optimize the initial connection weighting, scalability factor, and shift factor, and establish a smart substation network traffic prediction model based on the IGSA-WNN. A comparative analysis of the experimental results shows that the performance of the IGSA-WNN-based prediction model further improves the convergence velocity and prediction accuracy, and that the proposed model solves the deficiency issues of the original WNN, such as slow convergence velocity and ease of falling into a locally optimal solution; thus, it is a better smart substation network traffic prediction model.

Case Study of Model-Based Test with Smart TV (모델 기반 스마트 TV 테스트 사례)

  • Lee, Seonyeol;Bae, Jung Ho;Chae, Heung-Seok
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.1
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    • pp.19-30
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    • 2015
  • Smart TV manufacturers have constructed automatic Smart TV execution environment for reducing cost of Smart TV testing. However, the conventional test methods still require high cost because of manual test script written by testers. Test scripts manully written have less reusability, and then less reusable scripts cannot be used for new TV models. In this paper, we propose constructing reusable test models for Smart TV and present a model-based Smart TV test script generation method using the modes. And we apply the method to NetCast Smart TV to confirm the effectiveness of enhancing reusability.

Development of a Smart Education Model for Field Application of Smart Education (스마트교육 현장 적용을 위한 스마트교육 모형 개발)

  • Kim, Meeyong;Bae, Youngkwon
    • Journal of Internet Computing and Services
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    • v.13 no.5
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    • pp.77-92
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    • 2012
  • To explore the directions of 'Smart Education', we conduct a delphi survey field experts related to it recognized new educational paradigm of 21st century. As a result we can deduct common ground on educational goal, contents, method, evaluation, environment of 'Smart Education'. On the basis of these results, we develop a Smart Education Model to be able to provide a guide in the field. It is a systemic education model consisting of interrelated educational contents, method, evaluation, and environment of 'Smart Education' organically for education goal (e.g., Smart education should spread out for students living on 21st century to solve the problem with cooperation and communication, enhance creativity, and build their good character). We anticipate that this study will be useful in the field.

A study on the Effect of Repurchase Intention for Smart Phone (스마트폰 재구매결정에 영향을 미치는 요인에 관한 연구)

  • Jeon, Sung Hyun;Choi, Seong Il
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.8 no.2
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    • pp.189-198
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    • 2012
  • The demand of smart phone that recently came into spotlight as a new media is sharply increasing not only in Korean market but also in worldwide market but the academic study on this is still in the beginning stage. Hence, it would be a well-timed topic for discussion to make a systematic investigation and analysis. The technology acceptance model used in this study as a theoretical frame can set various external factors in introduction of new information technology as variables. This study made an assumption that such external factors would influence on perceived usefulness, easiness and amusement and such perceived awareness would make an impact on user's satisfaction and repurchase intention. This study proposed an empirical model in order to find out the recommendations and repurchase intention for new media, smart phone. This study model was validated to be very effective model that can explain more concretely and systematically for repurchase of smart phone. In conclusion, this paper illustrates a paradigm shift in smart environment to smart device manufacturers under fierce competition in the world market as well as various analysis results on consumer's use patterns according to such paradigm shift, which shall be utilized as useful information when establishing a marketing strategy for smart phone.

Instructor's Smart Learning Acceptance : Focusing on TAM Model (교수자의 스마트학습 수용 : TAM 모형을 중심으로)

  • Kim, Do-Goan;Lee, Hyun-Chang;Rhee, Yang-Won;Shin, Seong-Yoon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.20 no.6
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    • pp.1081-1086
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    • 2016
  • While smart learning have been introduced for more learning effect, this study is to understand instructor's smart learning acceptance using technology acceptance model(TAM). This study developed the extended TAM model, including external pressure for smart learning and smart self efficacy for smart devices as study variables and attempted to examine the research model through the empirical analysis. The research model has the 7 variables including smart self-efficacy and external pressure. For the empirical study, the survey was conducted for the one month, March, 2016, and the total 143 data among the collected 167 responses were used for the empirical analysis. As the result of the analysis through the structural equation model, the 9 paths among the total 10 paths show the significant relationships between the variables. Through using the result of this study, it is to provide suggestions for the improvement of smart learning environments.

A Study on the Development of Instructional Model for Smart Learning in the School Library (학교도서관의 스마트러닝 수업 모형 개발에 관한 연구)

  • Lee, Seung-Gil
    • Journal of Korean Library and Information Science Society
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    • v.44 no.2
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    • pp.27-50
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    • 2013
  • In this study, a smart Learning instruction model for school library was developed in terms of library instruction. Based on ADDIE model and ASSURE model, this model is organized considering the characteristics of school library, including facilities, materials, human resources, information problem solving process, collaborative teaching and blended learning, and utilizing smart devices. The entire procedure of this model is as follows: "establishment of instructional objectives${\rightarrow}$learner analysis${\rightarrow}$analyzing the learning environment${\rightarrow}$analyzing the learning task${\rightarrow}$instructional process design${\rightarrow}$developing instructional tool${\rightarrow}$instruction${\rightarrow}$evaluation". In addition, an instructional practice is provided for actual experience of smart Learning in school libraries.

Development of Instructional Design Model for Smart Education (스마트교육 수업 설계 모형 개발)

  • Kim, Meeyong;Bae, Youngkwon
    • The Journal of the Korea Contents Association
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    • v.13 no.1
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    • pp.467-481
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    • 2013
  • The smart education recognized new educational paradigm is going to be introduced in earnest in the field from 2015. We develop the instructional design model for smart education to be able to provide a guide to design the instruction which has a speciality compared to current instruction. Furthermore, we did an expert assessment to recognize the validation and applicability of developed instructional design model and then apply this model to the field. As a result, we drew a positive conclusion for this instructional design model, which provides a base of systemic instructional design in smart education environment and focuses on expanding the ability of students living on 21st century. We expect that this study will be useful for teachers in the field who perform the smart education.