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Geographical Name Denoising by Machine Learning of Event Detection Based on Twitter (트위터 기반 이벤트 탐지에서의 기계학습을 통한 지명 노이즈제거)

  • Woo, Seungmin;Hwang, Byung-Yeon
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.10
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    • pp.447-454
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    • 2015
  • This paper proposes geographical name denoising by machine learning of event detection based on twitter. Recently, the increasing number of smart phone users are leading the growing user of SNS. Especially, the functions of short message (less than 140 words) and follow service make twitter has the power of conveying and diffusing the information more quickly. These characteristics and mobile optimised feature make twitter has fast information conveying speed, which can play a role of conveying disasters or events. Related research used the individuals of twitter user as the sensor of event detection to detect events that occur in reality. This research employed geographical name as the keyword by using the characteristic that an event occurs in a specific place. However, it ignored the denoising of relationship between geographical name and homograph, it became an important factor to lower the accuracy of event detection. In this paper, we used removing and forecasting, these two method to applied denoising technique. First after processing the filtering step by using noise related database building, we have determined the existence of geographical name by using the Naive Bayesian classification. Finally by using the experimental data, we earned the probability value of machine learning. On the basis of forecast technique which is proposed in this paper, the reliability of the need for denoising technique has turned out to be 89.6%.

A Wireless AP Power Saving Algorithm by Applying Sleep Mode and Transmission Power Coordination in IoT Environments (사물 인터넷 환경에서 무선 AP의 수면 모드 운영 및 송출 전력 조절을 통한 전력 소비 절감 알고리즘)

  • Jeong, Kyeong Chae;Choi, Won Seok;Choi, Seong Gon
    • KIPS Transactions on Computer and Communication Systems
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    • v.3 no.11
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    • pp.393-402
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    • 2014
  • We have experienced an explosive increase of the IoT(Internet of Things) technology based devices including smart phones and the wireless communications. Also the growing power consumption in IEEE 802.11 WLANs(Wireless LANs) driven by these dramatic increases in not only mobile users and but also wireless APs(Access Points). To reduce the power consumption, this paper proposes a wireless AP power saving algorithm, which minimizes the transmission power without decrease the transmission and carrier sense ranges. A wireless AP which is use in our algorithm checks its own original coverage periodically for whether there is a new STA(Station) or not when its transmission power is decreased. Moreover, if there are no signaling message to connect the wireless AP, it changes its operation mode Wake-up to sleep. A Result shows that the proposed AP algorithm can reduce the total power consumption of the wireless AP approximated 18% and 35% compared to the conventional wireless AP with and without the existing power saving algorithm, respectively.

Route Optimization Scheme using Routing Protocol in Nested Mobile Networks (중첩된 이동 네트워크환경에서 동적 라우팅 프로토콜을 이용한 경로 최적화 기법)

  • Kim, Eui-Kook;Lee, Jong-Hyup
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.11
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    • pp.1966-1975
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    • 2008
  • NEMO Basic Support Protocol standardized in IETF provides the seamless communication environment to all nodes within the mobile network regardless of the network movement while the network is moving. According to the standard, when the mobile network moves outside of its home network the network can make use of the binding update message or dynamic routing protocol in order to register the mobility information into the Home Agent(HA). But because these two methods don't consider the route optimization, all packets destined to Mobile Network Nodes(MNNs) attached into the Mobile Router(MR) have to go through HAs of MRs so that they bring on the transmission delay and the waste of the bandwidth. This situation is to be worse and causes the packet fragmentation problem if MRs within the mobile network are nested. Even though there have been some researches about the route optimization to recover the problems, they have problems in the packet transmission performance side. In this paper, we propose a new scheme to improve the network performance by using a dynamic routing protocol and minimizing the number of HAs on the end-to-end path. Various performance evaluations show that the proposed mechanism gives better performance in view of the packet transmission compared to the existing schemes.

Faith beyond Religion: A Study on the Faith-based films after 2010s in Hollywood (종교를 넘어선 신념: '영성'을 주제로 한 2010년대 할리우드 영화 고찰)

  • Ahn, SooJeong
    • Cross-Cultural Studies
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    • v.47
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    • pp.163-190
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    • 2017
  • This paper studies the recent surge in the number of faith-based films in Hollywood, with the aim to explore the context and implications of this new trend. By using the theoretical framework of the study of the Tilich and Van der Leeuw, who have explored the relationship between religion, culture and art, this article discusses the meaning of the spiritual theme in the film. A couple of common points can be found among the faith-based films that have been produced since the 2010s. While these films attempt a universal approach to the fundamental theme of spirituality through popular narratives familiar to the audience, they also stress 'historical truthfulness and credibility' by representing the reality, such as a featuring real person or a true story in the film. The main characters are depicted as "victorious losers" that are distinguished from the typical Hollywood superhero and the films repeatedly show the human being constantly 'asking' questions to God. By analyzing these characteristics, the paper demonstrates that recent Hollywood faith-based films have successfully differentiated themselves from existing religious films while symbolizing the universal beliefs and values beyond the religious message so as to attract more audiences to this field. The paper also suggests that despite the advances in modern science and knowledge, the public will always yearn for a spiritual recovery and salvation through the film medium, serving as a potential source that provides an outlet for spiritual experience.

In Gong Ok-jin's solo performance of Changmugeuk Analysis of the Korean sentiments and artistic values of the choreography (공옥진 1인 창무극에서 무(舞)의 한국적 정서와 예술적 가치 분석)

  • Kim, Ji-Won
    • (The) Research of the performance art and culture
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    • no.20
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    • pp.63-94
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    • 2010
  • Research on Gong Ok-jin's choreography and its artistic value is still insufficient in the academia of Korea. Her life cannot be said even or smooth - she was born into an artist family with abundant innate talent and sensitivity, feeling joy and sorrow as a gypsy artist begging for food, facing and overcoming the crisis of her trademark deformed dance during the period when she played the solo performance of Changmugeuk, making a transition to the animal dance and finally to the sick dance getting her health back from the long struggle against disease. Her life, however, has always been an artistic expression and we can know that art has been the consolation and driving force of her life. In the Korean artistic tradition that integrates music, singing and dancing, it is beyond doubt that the third has been rather secondary compared with the first two. In the Changmugeuk, however, Gong Ok-jin focuses on each movement of hers, commensurate with the humorous witticism and the traditional opera of pansori. What is her message in such painstaking movements? She puts gestures ahead of words and continues them, reminding her audience of the meaning of dance and driving it into them. Especially, her deformed dance, unprecedented in choreographic history, is hard to understand if you do not sympathize with Koreans' innermost emotions. If you are to understand it, you should first feel what emotions are in Koreans' mentality to be expressed in the form of choreographic elements and what artistic values they carry. This study, in this context, is to reflect upon the original choreographic form of her Changmugeuk solo and to overview Korean dance's unique emotional values with regard to the way Korean choreographic subject matters and traditions are passed down.

A Study on Visual Attention Factors for Advertising Photographs (광고 사진을 위한 시각적 주의 기초요인 연구)

  • Kim, Dae-Wook
    • Journal of Digital Convergence
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    • v.17 no.3
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    • pp.413-425
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    • 2019
  • We see many images every day, some of these images are stored in memory, and the majority are immersed in the unconscious world. Visual elements are seen by personal attention or by visual or biological attention factors. Specific and clear discovery of this visual attention has not yet been made. However, there is an interesting discussion of this visual attention in the fields of interior, design, visual perception, advertising, and psychology. Advertising photographers are expected to produce what their work will have on viewers and consumers. However, the adjustment of subject, exposure, color, or post-production, which could have a visual effect on the consumer, was determined only by the photographer's senses rather than the experimental verification. The advertisement photographs provide a specific image related to the object to be advertised and deliver a certain message. Therefore, it is necessary to understand the effect of the image in a certain visual way. According to previous studies, there are two major factors that affect the visual impression of the viewer. One is the factor depending on the type and content of the subject and the other is the factor about the density and color of the subject. The purpose of this study is to investigate the meaningful changes in the visual perception depending on the shape, content, color and tone of the subject, which can be called the main subject, And to analyze the effects of I will study some implications of visual elements through various analyzes.

Design of an Visitor Identification system for the Front Door of an Apartment using Deep learning (딥러닝 기반 이용한 공동주택현관문의 출입자 식별 시스템 설계)

  • Lee, Min-Hye;Mun, Hyung-Jin
    • Journal of the Korea Convergence Society
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    • v.13 no.4
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    • pp.45-51
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    • 2022
  • Fear of contact exists due to the prevention of the spread of infectious diseases such as COVID-19. When using the common entrance door of an apartment, access is possible only if the resident enters a password or obtains the resident's permission. There is the inconvenience of having to manually enter the number and password for the common entrance door to enter. Also, contactless entry is required due to COVID-19. Due to the development of ICT, users can be easily identified through the development of face recognition and voice recognition technology. The proposed method detects a visitor's face through a CCTV or camera attached to the common entrance door, recognizes the face, and identifies it as a registered resident. Then, based on the registered information of the resident, it is possible to operate without contact by interworking with the elevator on the server. In particular, if face recognition fails with a hat or mask, the visitor is identified by voice or additional authentication of the visitor is performed based on the voice message. It is possible to block the spread of contagiousness without leaving any contactless function and fingerprint information when entering and exiting the front door of an apartment house, and without the inconvenience of access.

Cinematic Circulation of Meta-verse and Meta-physics (메타버스와 메타피직스의 영화적 순환)

  • Shim, Kwang-hyun
    • Trans-
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    • v.12
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    • pp.81-106
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    • 2022
  • The possibility of metaverse system to be a catalyst for hyper-connected society will be dependent on the speed of connected technological development and its social utilization in the same manner as AI technology. Putting these technical realization processes in brackets, this paper focus on some philosophical-political issues in connection with cognitive-ecological changes in the future cinema which will be influenced by the complexive techno-socio couples of accelerated development of metaverse system. Generally speaking, essence of metaverse system seems to be the degree of immersion by technical accuracy, but is not true. In perspective of cognitive-ecology, flow degree of a picture or photograph is relied not on 'accuracy of representation' but on its message's contextual link-up. In this aspect, real potentiality of metaverse system shall be understood in the context of cognitive-ecological changes of human brain's multi-intelligence networking abilities(intersection of augmentation-simulation and outside-inside) which will be activated in the new structure of natural-social-technological coupling of metaverse system. These cognitive-ecological potentialities have been partially actualized in the cinematic process of tripod mimesis for the longest time, [real contradiction/conflicts (Mimesis-1) -->fictional solutions of cinema (Mimesis-2) --> selective interpretation of spectator's wish fulfillment (Mimesis-3) --> real change (Mimesis-1')]. Therefore metaverse's real potentiality must be considered to be dependent on the possibility of deepening and extending of cinematic circulation between real seperation/problems and ideal connection/solutions. In this context, advanced metaverse system can be compared as a modern technical version of ideal circulation of physics and metaphysics

Comparative Analysis and Implications of Command and Control(C2)-related Information Exchange Models (지휘통제 관련 정보교환모델 비교분석 및 시사점)

  • Kim, Kunyoung;Park, Gyudong;Sohn, Mye
    • Journal of Internet Computing and Services
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    • v.23 no.6
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    • pp.59-69
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    • 2022
  • For effective battlefield situation awareness and command resolution, information exchange without seams between systems is essential. However, since each system was developed independently for its own purposes, it is necessary to ensure interoperability between systems in order to effectively exchange information. In the case of our military, semantic interoperability is guaranteed by utilizing the common message format for data exchange. However, simply standardizing the data exchange format cannot sufficiently guarantee interoperability between systems. Currently, the U.S. and NATO are developing and utilizing information exchange models to achieve semantic interoperability further than guaranteeing a data exchange format. The information exchange models are the common vocabulary or reference model,which are used to ensure the exchange of information between systems at the content-meaning level. The information exchange models developed and utilized in the United States initially focused on exchanging information directly related to the battlefield situation, but it has developed into the universal form that can be used by whole government departments and related organizations. On the other hand, NATO focused on strictly expressing the concepts necessary to carry out joint military operations among the countries, and the scope of the models was also limited to the concepts related to command and control. In this paper, the background, purpose, and characteristics of the information exchange models developed and used in the United States and NATO were identified, and comparative analysis was performed. Through this, we intend to present implications when developing a Korean information exchange model in the future.

The Effect of Cooperative Learning-Oriented Teaching Methods by Subject on the Communication and Problem-Solving Ability of Pre-service Early Childhood Teachers (협동학습중심의 교과별교수법 수업이 예비유아교사의 의사소통능력과 문제해결능력에 미치는 영향)

  • Cho, Mi Young;Park, Eun Ju
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.6
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    • pp.9-22
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    • 2022
  • The purpose of this study was to provide basic data on pre-service teacher's education based on cooperative learning-oriented teaching and learning methods by applying cooperative learning to verify the effectiveness of pre-service early childhood teacher's communication and problem-solving ability. In the first semester of 2021, 4th grade students who took the teaching method by subject class opened by department of early childhood education at C university were taught for 11 weeks from March 1st week to May 2nd week in 2021 for 4 hours a week. The results of this study were as follows: First, the average score of interpretive ability was the highest in the sub-areas of communication ability of pre-service early childhood teachers, followed by message conversion ability, role performance ability, self-presentation ability, and goal setting ability in the cooperative learning-oriented teaching method by subject class. Second, in terms of the overall average score of pre-service teacher's problem-solving ability, the average score of post-test was increased compared to the average score of pre-test. Through the cooperative learning-oriented class experience in the university's early childhood teacher training course, it is possible to cultivate the practical ability that can be used variously for the children such as communication ability and problem-solving ability in the early childhood education field. Therefore, it is necessary to provide opportunities for cooperative learning-oriented teaching methods in the teacher's education curriculum.