• Title/Summary/Keyword: User Feedback Information

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User Modeling in E-Mail Classification System with Genetic Algorithm (유전자 알고리즘을 이용한 전자메일분류 시스템에서의 사용자선호도 추출모델링)

  • 안희국;노희영
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.673-675
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    • 2002
  • 본 논문에서는 전자메일을 사용자 적합도(선호도)를 기준으로 분류함에 있어 좀더 사용자 선호도를 반영할 수 있는 시스템 구조를 제안한다. 사용자 선호도는 2단계에 걸쳐서 반영되는데, 1단계에서는 사용자 관련메일로 판단된 메일정보추출어구(MIWs)들로부터 사용자 동적 시소러스(DS)의 갱신을 통해 이뤄지며, 2단계에서는 DS로부터 추출된 키워드들을 갖고 유전자 알고리즘을 작동시킬 때, 사용자선호도 feedback을 받음으로서 이뤄진다. 테스트는 kaist뉴스그룹으로부터 임의로 추출된 5개 분야 10개씩의 메일을 sample로 사용하였으며, DS로부터 추출된 키워드가 유전자알고리즘 모듈을 통해 사용자 feedback을 받았을 때, 세대가 거듭함에 따라 사용자가 요구하는 threshold 값에 근사하게 관련키워드들이 수집되었다. 그 결과 사용자 전자메일분류시스템(PECS)의 성능도 폴더정보키워드(FIWs)의 변화에 따라 향상될 수 있음을 확인하였다.

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A Navigation Algorithm using a Locomotion Interface with Programmable Foot Platforms for Realistic Virtual Walking (실감의 가상 걸음을 위한 발판타입 이동인터페이스의 네비게이션 알고리즘)

  • Yoon, Jung-Won;Ryu, Je-Ha
    • Journal of KIISE:Computing Practices and Letters
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    • v.12 no.6
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    • pp.358-366
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    • 2006
  • This paper describes a novel navigation algorithm using a locomotion interface with two 6-DOF programmable foot platforms. When a human walks on the locomotion interface (LI), the walking motions of the human are recognized by several sensors. Then, the sensed information is used by the LI for generation of infinite surfaces for continuous walking and the virtual environments for scene update according to motions of the human walking. The suggested novel navigation system can induce user's real walking and generate realistic visual feedback during navigation. A novel navigation algorithm is suggested to allow natural navigation in virtual environments by utilizing conditions of normal gait analysis. For realistic visual feedback, the virtual environment is designed with three components; 3D object modeler for buildings and terrains, scene manager and communication manager component. From experiments, the subjects were satisfied with the reality of the suggested navigation algorithm using the locomotion interface. Therefore, the suggested navigation system can allow a user to explore into various virtual terrains with real walking and realistic visual feedback.

An Investigation of Haptic Interaction in Online Negotiation between different native language people

  • Chen, Meng;Okada, Shogo;Nitta, Katsumi
    • Journal of Korea Society of Industrial Information Systems
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    • v.17 no.1
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    • pp.11-20
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    • 2012
  • Due to the development of internet technology, the online business trade becomes an active area. Online negotiation supporting systems have been developing very actively in recent years to meet the growing needs. We have been studying on the effect that the haptic device brings about in interaction through online negotiation between two parties. In order to meet the online negotiation's requirements, the developed interface should be able to protect user's anonymity, convey user's emotion and make the scene alive.In this study, we adopt haptic interaction as a means of conveying emotion in an online negotiation between Japanese and Chinese people. In this study, our goal is to investigate the effectiveness of haptic interaction in communications between Chinese and Japanese users and analyze the characteristis in operation the haptic device. We conducted online negotiation experiments with and without haptic interaction . The comparison experiments results show that the haptic feedback can help to convey the emotion and the sense of presence. The Chinese subjects' feedback for the questionaire concerning the emotional communication and the sense of presence varies slightly compared to the Japanese subjects. We also found when using the haptic device, the force feedback can influence subject's feelings.There is little significant difference between the advanced and the medium subjects in negotiation dialogues and the haptic device's operation, the beginner subjects are slightly at a disadvantage.

BIOFIT - Smart, Portable, Wearable and Wireless Digital Exercise Trainer Device with Biofeedback Capability

  • Diwakar Praveen Kumar;Oh Young-Keun;Chung Gyo-Bum;Park Seung-Hun
    • Journal of Biomedical Engineering Research
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    • v.28 no.1
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    • pp.36-45
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    • 2007
  • Today Human Personal Trainers are becoming very famous in this health conscious world. They teach user to achieve fitness goals in managed way. Due to their high fee and tight schedule they are unavailable to mass number of people. Another solution to this problem is to develop digital personal trainer portable instrument that may replace human personal trainers. We developed a portable digital exercise trainer device - BIOFIT that manages, monitors and records the user's physical status and workout during exercise session. It guides the user to exercise efficiently for specific fitness goal. It keeps the full exercise program i.e. exercises start date and time, duration, mode, control parameter, intensity in its memory which helps the user in managing his exercise. Exercise program can be downloaded from the internet. During exercise it continuously monitors the user's physiological parameters: heart rate, number of steps walked, and energy consumed. If these parameters do not range within prescribed target zone, the BIOFIT will alarm the user as a feedback to control exercise. The BIOFIT displays these parameters on graphic LCD. During exercise it continuously records the heart rate and number of steps walked every 10 seconds along with exercise date and time. This stored information can be used as treatment for the user by an exercise expert. Real-time ECG monitoring can be viewed wirelessly (RF Communication) on a remote PC.

A Study on the User Participatory Communication Tools of National Archives Websites (국가 기록관 웹사이트에 나타난 이용자 참여 커뮤니케이션 도구에 관한 연구)

  • Park, Dukran;Sakong, Bok Hee
    • Journal of Korean Library and Information Science Society
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    • v.45 no.2
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    • pp.261-281
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    • 2014
  • In light of the recent advancement in networking and information technology, the direct information request through website has increasingly proven to be the preferred means over visiting physical archives. Thus, the proper utilization of a communication tool capable of sufficiently capturing user feedback and requests is an absolute necessity. This paper examines the availability and utilization of alternative user participatory communication tools in government websites with particular focus on the archives in South Korea, the United States, the United Kingdom, Canada, China, and Japan. In assessing the use of alternative user participatory communication tools in these archives, we examined the availability of communication mediums other than the online forums, email, and telephone with particular focus on social media tools that may offer a degree of familiarity for the user. Our research indicates that the most frequently utilized social media tool is Facebook while the archive offering the greatest variety of alternative user participatory communication tools was the United States archive.

Frequency Matrix Based Summaries of Negative and Positive Reviews

  • Almuhannad Sulaiman Alorfi
    • International Journal of Computer Science & Network Security
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    • v.23 no.3
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    • pp.101-109
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    • 2023
  • This paper discusses the use of sentiment analysis and text summarization techniques to extract valuable information from the large volume of user-generated content such as reviews, comments, and feedback on online platforms and social media. The paper highlights the effectiveness of sentiment analysis in identifying positive and negative reviews and the importance of summarizing such text to facilitate comprehension and convey essential findings to readers. The proposed work focuses on summarizing all positive and negative reviews to enhance product quality, and the performance of the generated summaries is measured using ROUGE scores. The results show promising outcomes for the developed methods in summarizing user-generated content.

The Role of Control Transparency and Outcome Feedback on Security Protection in Online Banking (계좌 이용 과정과 결과의 투명성이 온라인 뱅킹 이용자의 보안 인식에 미치는 영향)

  • Lee, Un-Kon;Choi, Ji Eun;Lee, Ho Geun
    • Information Systems Review
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    • v.14 no.3
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    • pp.75-97
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    • 2012
  • Fostering trusting belief in financial transactions is a challenging task in Internet banking services. Authenticated Certificate had been regarded as an effective method to guarantee the trusting belief for online transactions. However, previous research claimed that this method has some loopholes for such abusers as hackers, who intend to attack the financial accounts of innocent transactors in Internet. Two types of methods have been suggested as alternatives for securing user identification and activity in online financial services. Control transparency uses information over the transaction process to verify and to control the transactions. Outcome feedback, which refers to the specific information about exchange outcomes, provides information over final transaction results. By using these two methods, financial service providers can send signals to involved parties about the robustness of their security mechanisms. These two methods-control transparency and outcome feedback-have been widely used in the IS field to enhance the quality of IS services. In this research, we intend to verify that these two methods can also be used to reduce risks and to increase the security protections in online banking services. The purpose of this paper is to empirically test the effects of the control transparency and the outcome feedback on the risk perceptions in Internet banking services. Our assumption is that these two methods-control transparency and outcome feedback-can reduce perceived risks involved with online financial transactions, while increasing perceived trust over financial service providers. These changes in user attitudes can increase the level of user satisfactions, which may lead to the increased user loyalty as well as users' willingness to pay for the financial transactions. Previous research in IS suggested that the increased level of transparency on the process and the result of transactions can enhance the information quality and decision quality of IS users. Transparency helps IS users to acquire the information needed to control the transaction counterpart and thus to complete transaction successfully. It is also argued that transparency can reduce the perceived transaction risks in IS usage. Many IS researchers also argued that the trust can be generated by the institutional mechanisms. Trusting belief refers to the truster's belief for the trustee to have attributes for being beneficial to the truster. Institution-based trust plays an important role to enhance the probability of achieving a successful outcome. When a transactor regards the conditions crucial for the transaction success, he or she considers the condition providers as trustful, and thus eventually trust the others involved with such condition providers. In this process, transparency helps the transactor complete the transaction successfully. Through the investigation of these studies, we expect that the control transparency and outcome feedback can reduce the risk perception on transaction and enhance the trust with the service provider. Based on a theoretical framework of transparency and institution-based trust, we propose and test a research model by evaluating research hypotheses. We have conducted a laboratory experiment in order to validate our research model. Since the transparency artifact(control transparency and outcome feedback) is not yet adopted in online banking services, the general survey method could not be employed to verify our research model. We collected data from 138 experiment subjects who had experiences with online banking services. PLS is used to analyze the experiment data. The measurement model confirms that our data set has appropriate convergent and discriminant validity. The results of testing the structural model indicate that control transparency significantly enhances the trust and significantly reduces the risk perception of online banking users. The result also suggested that the outcome feedback significantly enhances the trust of users. We have found that the reduced risk and the increased trust level significantly improve the level of service satisfaction. The increased satisfaction finally leads to the increased loyalty and willingness to pay for the financial services.

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A Study on Definition of User Profile for Retrieval Feedback in Software Reuse (소프트웨어 재사용에서 검색 피드백을 위한 유저 프로필 정의에 관한 연구)

  • Kim Gui-Jug
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.11a
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    • pp.341-344
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    • 2004
  • 본 연구는 소프트웨어 재사용을 효과적으로 수행하기 위해 사용자 검색 피드백을 지원할 수 있는 유저 프로필을 정의하였다. 컴포넌트 검색을 위해 퍼지 함수를 이용한 신뢰값을 사용하였으며, 사용자 집단의 요구에 능동적으로 반응할 수 있도록 퍼지 함수를 변화시켜 컴포넌트의 검색 우선순위를 변경시키는 방법을 사용하였다. 본 연구에서는 사용자 피드백을 반영하는 퍼지화 함수에 유저 프로필을 적용하여 사용자 등급에 따라 사용자 의견이 시스템에 반영되는 정도를 다르게 해주었다. 본 연구의 사용자 검색 피드백 방법은 퍼지 기법을 적용한 퍼지화 함수와 유저 프로필을 이용하여 시스템을 장기간에 걸쳐 서서히 변화시킬 수 있도록 하였다.

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Adaptive Retrieval System Supporting User Feedback (사용자 피드백을 지원하는 적응형 검색 시스템)

  • Kim, Gui-Jug
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.05a
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    • pp.281-284
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    • 2004
  • 본 연구는 컴포넌트 재사용을 효과적으로 수행하기 위해 사용자 피드백을 지원할 수 있는 검색 시스템을 제안하였다. 컴포넌트 검색을 위해 퍼지 함수를 이용한 신뢰값을 사용하였으며, 사용자 집단의 요구에 능동적으로 반응할 수 있도록 퍼지 함수를 변화시켜 컴포넌트의 검색 우선순위를 변경시키는 방법을 제안하였다. 컴포넌트의 행위적 특성에 따른 검색은 응용 도메인에 따른 소프트웨어의 재사용에 매우 효과적이다. 본 연구는 후보 컴포넌트들 중 사용자가 어떤 컴포넌트를 선택하느냐에 따라 시스템이 유연하게 반응할 수 있는 적응형 검색 방법이다.

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A study of sound graphic equalizer configuration using photo image (이미지를 이용한 사운드 그래픽 이퀄라이저의 구성에 대한 연구)

  • Seo, June-Seok;Hong, Sung-Dae;Park, Jin-Wan
    • 한국HCI학회:학술대회논문집
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    • 2008.02b
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    • pp.430-435
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    • 2008
  • Thanks to the development of IT technology, there have been developed a variety of types of portable music players. IT technology didn't stop there, however. It has gone to developing GUIs (Graphic User Interfaces) to deliver more information to the user. As the function of GUIs has become important, the music players are being required to show characteristics of the sounds they output visually beyond just delivering the sounds through analyzing the information that the sounds contain. To visualize the information of sounds, that is to say, has become substantial. In this process, sound graphic equalizers have been developed in order. The object of this study is to produce a new sound graphic equalizer with new forms of expressing visual images of sounds besides the bar graphs, in which user feedback is possible. This study has devised a new sound visualization form in visually expressing the information of sounds by analyzing their characteristics. This new sound visualization provides a sound graphic equalizer with which the user can select images for the information of the sounds s/he listens. This study suggests a new alternative GUI with which the user can change the form of the outputted images in realtime as communicating with the player.

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