• Title/Summary/Keyword: message direction

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Structuring of Unstructured SNS Messages on Rail Services using Deep Learning Techniques

  • Park, JinGyu;Kim, HwaYeon;Kim, Hyoung-Geun;Ahn, Tae-Ki;Yi, Hyunbean
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.7
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    • pp.19-26
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    • 2018
  • This paper presents a structuring process of unstructured social network service (SNS) messages on rail services. We crawl messages about rail services posted on SNS and extract keywords indicating date and time, rail operating company, station name, direction, and rail service types from each message. Among them, the rail service types are classified by machine learning according to predefined rail service types, and the rest are extracted by regular expressions. Words are converted into vector representations using Word2Vec and a conventional Convolutional Neural Network (CNN) is used for training and classification. For performance measurement, our experimental results show a comparison with a TF-IDF and Support Vector Machine (SVM) approach. This structured information in the database and can be easily used for services for railway users.

Multihop Vehicle-to-Infrastructure Routing Based on the Prediction of Valid Vertices for Vehicular Ad Hoc Networks

  • Shrestha, Raj K.;Moh, Sangman;Chung, IlYong;Shin, Heewook
    • IEMEK Journal of Embedded Systems and Applications
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    • v.5 no.4
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    • pp.243-253
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    • 2010
  • Multihop data delivery in vehicular ad hoc networks (VANETs) suffers from the fact that vehicles are highly mobile and inter-vehicle links are frequently disconnected. In such networks, for efficient multihop routing of road safety information (e.g. road accident and emergency message) to the area of interest, reliable communication and fast delivery with minimum delay are mandatory. In this paper, we propose a multihop vehicle-to-infrastructure routing protocol named Vertex-Based Predictive Greedy Routing (VPGR), which predicts a sequence of valid vertices (or junctions) from a source vehicle to fixed infrastructure (or a roadside unit) in the area of interest and, then, forwards data to the fixed infrastructure through the sequence of vertices in urban environments. The well known predictive directional greedy routing mechanism is used for data forwarding phase in VPGR. The proposed VPGR leverages the geographic position, velocity, direction and acceleration of vehicles for both the calculation of a sequence of valid vertices and the predictive directional greedy routing. Simulation results show significant performance improvement compared to conventional routing protocols in terms of packet delivery ratio, end-to-end delay and routing overhead.

DCT and Homomorphic Encryption based Watermarking Scheme in Buyer-seller Watermarking Protocol

  • Seong, Teak-Young;Kwon, Ki-Chang;Lee, Suk-Hwan;Moon, Kwang-Seok;Kwon, Ki-Ryong
    • Journal of Korea Multimedia Society
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    • v.17 no.12
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    • pp.1402-1411
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    • 2014
  • Buyer-seller watermarking protocol is defined as the practice of imperceptible altering a digital content to embed a message using watermarking in the encryption domain. This protocol is acknowledged as one kind of copyright protection techniques in electronic commerce. Buyer-seller watermarking protocol is fundamentally based on public-key cryptosystem that is operating using the algebraic property of an integer. However, in general usage, digital contents which are handled in watermarking scheme mostly exist as real numbers in frequency domain through DCT, DFT, DWT, etc. Therefore, in order to use the watermarking scheme in a cryptographic protocol, digital contents that exist as real number must be transformed into integer type through preprocessing beforehand. In this paper, we presented a new watermarking scheme in an encrypted domain in an image that is based on the block-DCT framework and homomorphic encryption method for buyer-seller watermarking protocol. We applied integral-processing in order to modify the decimal layer. And we designed a direction-adaptive watermarking scheme by analyzing distribution property of the frequency coefficients in a block using JND threshold. From the experimental results, the proposed scheme was confirmed to have a good robustness and invisibility.

Research on the expression of aesthetics in Animation (애니메이션 제작기법의 미학적 접근 방법연구)

  • Joo Young-Sook;Kim Chee-Yong
    • Journal of Digital Contents Society
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    • v.6 no.4
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    • pp.249-254
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    • 2005
  • Modern society has produced various forms of mass media to convey different messages to the public.Animation, in particular, has been developing and expanding its own unique ganre and cultural code. In this report, I first describe the basic definition and expression techniques of filmography. Based on these technique, I observe the characteristics and methodologies of animation aesthetics, and distinguish between animation and motion pictures in order to show the benefits of using animation. Finally, I suggest the future direction of the research we will pursue in order to efficiently carry message to the public.

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A Conceptual Study 'Ming(明)' in Shanghanlun : Based on 2 Cases Treated by Shanghanlun Provisions (『상한론(傷寒論)』 '명(明)'에 대한 고찰 : 변병진단체계(辨病診斷體系)에 입각해 치료한 양명병(陽明病) 증례 2례에 근거하여)

  • Kim, Hyeong-Seop;Cho, Seong-Hwan;Lee, Sung-Jun
    • 대한상한금궤의학회지
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    • v.10 no.1
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    • pp.15-35
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    • 2018
  • Objectives : This study is to propose a new hypothesis about the interpretation of 'Ming (明)' in Shanghanlun and the direction of future research about Yangmingbing(陽明病). Methods : We analyzed the original form of the chinese characters 'Ming(明)' and tried to understand their contexts in Shanghanlun. At the same time, we analyzed 2 clinical cases diagnosed and treated as Yangmingbing according to newly hypothesized definition. Results : From etymology, 'Ming(明)' means becoming distinct. Patients in 2 cases suffered from cold hypersensitivity of hands and feet, overactive bladder syndrome and dizziness, all of which became distinct and problematic. For this reason, we diagnosed patients with Yangmingbing(陽明病) and administered herbal medicine then they improved. Conclusions : The disease names in Shanghanlun have clinical message by the name itself. From etymology, at least in 15 characters provision of Shanghanlun, Yanmingbing means the disease made by becoming conscious about symptoms. Future research about Yangmingbing (陽明病) should start from here.

An implementation of Escape and BTA modes for MIPI DSI bridge IC (MIPI DSI 브릿지 IC의 Escape/BTA 모드 구현)

  • Kim, Gyeong-hun;Seo, Chang-sue;Shin, Kyung-wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.10a
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    • pp.288-290
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    • 2014
  • In this paper, Escape and BTA(Bus Turn Around) modes of master bridge IC are implemented, which supports MIPI(Mobile Industry Processor Interface) DSI(Display Serial Interface) standard. MIPI DSI master bridge IC sends RGB data and various commands to display module(slave) in order to test it. The Escape mode is designed to implement LPDT, ULPS and trigger message transmissions. The BTA mode is designed to obtain various status information from slave in reverse direction. Functional simulation results show that the designed Escape and BTA modes work correctly for various conditions defined in MIPI DSI standard.

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A Comparative Analysis of Public Warning Systems by Countries to Improve Public Warning System (공공경보시스템 개선을 위한 국가별 공공경보시스템 비교분석 연구)

  • WU, ZHOU;Kim, Jae Young;An, Byung Dae
    • The Journal of Information Systems
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    • v.32 no.3
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    • pp.183-203
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    • 2023
  • Purpose The purpose of this study is to examine the current operational status and problems of the Public Warning System (PWS) in China, and to propose feasible solutions to improve the performance and efficiency of the PWS through a comparative analysis with the Cell Broadcast Service (CBS)-based disaster SMS system adopted by other developed countries in the world. Design/methodology/approach In this study, the characteristics of PWS using SMS, applications, and CBS, respectively, are analyzed in detail, and compared and analyzed in terms of convenience, standardization, data security, speed, and location accuracy. In addition, CBS-based PWS in developed countries, such as U.S., E.U., Korea and Japan, were studied and their performance on key criteria was evaluated. Findings Based on the results of the study, the problems of China's PWS are summarized and recommendations are made to improve the PWS through the introduction of CBS technology. To this end, specific improvement measures are proposed in terms of the application of CBS technology, system construction and operation, and improvement of data security. In addition, the comparative analysis of PWSs in other developed countries is conducted to provide reference for the direction of PWS's improvement.

A Study on the Tasks for the Preparation Process and Application of Faith Education Related to Experience (경험과 관련된 신앙교육 수업 준비과정과 적용을 위한 과제 연구)

  • Han, Kyoung-mi
    • Journal of Christian Education in Korea
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    • v.70
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    • pp.207-238
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    • 2022
  • Faith education focuses on 'changing the direction of life' that pursues the life of Christ. This is possible only when the message of the Bible is embodied in life, not by accumulating biblical knowledge. Today, however, faith education does not allow biblical messages to be embodied in life. This is the result of focusing on knowing the Bible itself, instead of guiding the faith education to meet the Bible and the experience of human life. Church education emphasized the inner faith of individuals rather than changes in life and practice, preparing for the afterlife, and mostly for the training and quantitative growth of the church. As a result, in the COVID-19 era, Protestants showed an immature appearance that only cared about the safety of the church, and social trust in Protestants was lost. Therefore, faith education should educate what life of the Bible and the experiences of the learner will meet and respond to God in order for the Bible's message to be realized in life. I tried to find out how to prepare for this faith education in detail. So I would like to look at "The preparation process for religious classes related to experience" compiled by the German Protestant Lutheran Bavarian Presbyterian Church and present tasks for application to the Korean Church. Preparation for experience-related religious classes consists of five courses. It is a personal meeting, a theological orientation, a pedagogical orientation, a pedagogical decision, and a summary of the progress plan. The main purpose of this process is to learn how biblical believers interpreted their experiences in life from the perspective of faith and tried to overcome the problem. Faith education related to experience deals with the essence of faith education, not one of the Bible teaching methods. Although the field of education is in the social change of expanding from the real world to the virtual world, the essential nature of faith education cannot change. Therefore, research and application of faith education related to experience in Korean churches will help the biblical message to be embodied in Christian life.

The DSRR Organizing Algorithm for Efficient Mobility Management in the SIP (SIP에서의 효율적인 이동성 관리를 위한 방향성 사전등록영역 구성 알고리즘)

  • 서혜숙;한상범;이근호;황종선
    • Journal of KIISE:Information Networking
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    • v.31 no.5
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    • pp.490-500
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    • 2004
  • In mobile/wireless environment, mobility management is widely being focused as one popular researches. But, disruption happens when messages are exchanged between nodes as registration is made after handoff, and unnecessary traffic occurs because of the use of the Random-walk model, in which the probability for MN to move to neighboring cells is equal. In order to solve these problems, this study proposes a technique and algorithm for composing Directional Shadow Registration Region (DSRR) that provides seamless mobility. The core of DSRR is to prevent disruption and unnecessary traffic by minimizing the number o) neighboring cells with a high probability of handoff (AAAF). This study sensed the optimal time for handoff through regional cell division by introducing a division scheme, and then decided DSRR, the region for shadow registration, by applying direction vector (DV) obtained through directional cell sectoring. According to the result of the experiment, the proposed DSRR processes message exchange between nodes within the intra-domain, the frequency of disruptions decreased significantly compared to that in previous researches that process in inter-domain environment. In addition, traffic that occurs at every handoff happened twice in DSRR compared to n (the number of neighboring cells) times in Previous researches. As an additional effect, divided regions obtained from the process of composing DSRR filter MN that moves regardless of handoff.

The Impact of Crisis Response Strategy on Brand Attitude - Focus on the Crisis Type and Cause Related Marketing - (기업의 위기대응전략이 브랜드 태도에 미치는 영향 - 위기 유형과 기업의 공익연계 마케팅을 중심으로 -)

  • Seol, Sang-Chul;Jung, Sung-Gwang;Choi, Woo-Young
    • Management & Information Systems Review
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    • v.34 no.5
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    • pp.251-276
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    • 2015
  • This study is to review the attitude of consumers on the crisis response strategy (defensive vs. receptive) that the company implements in crisis situations. Also, the interaction between the crisis response strategy that the company implements and the crisis type of companies (corporate ability vs corporate social responsibility) was discussed. In addition, the interaction between the messages (abstract vs. concrete) of public interest associated marketing implemented prior to crisis situations and the crisis response strategy implemented after crisis situations was discussed. And these results were reviewed to see if the same result can come out after controlling the involvement on consumer's public interest associated marketing as a covariate. The main results of this study are as follows. First, regarding the crisis response strategy, in the company's crisis response strategy, the receptive attitude was more favorable for the consumer's attitude than the defensive attitude. Second, it was seen that there is a significant interaction between the crisis response strategy of companies and the crisis type of companies. Third, it was seen that the crisis response strategy of companies has a significant interaction with the message type of public interest associated marketing. Lastly, the involvement showed a significant effect as a covariate and the interaction between the crisis response strategy of companies, the crisis type of company and the message type of public interest associated marketing can be confirmed even after controlling the involvement. In the conclusion of the study, the direction on implications, limitations and future.

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