• 제목/요약/키워드: Amount of Information

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커스터마이징 학습시스템 설계 및 구현 (Design and Implementation of a Customizing Learning System)

  • 한혜경;한성택
    • 한국산업정보학회논문지
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    • 제15권5호
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    • pp.53-61
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    • 2010
  • 인터넷은 무궁무진한 최선정보를 빠르게 교류할 수 있게 함으로, 학습자에게 풍부한 정보를 제공한다. 그러나 이러한 무한한 양의 정보제공은 모두 학습할 수 없기 때문에 학습자는 원하는 정보를 찾고 선택해야 한다. 이에 본 연구는 필터링을 통해 필요한 정보만 학습자에게 제공하여 정보의 양을 줄이고, 학습자가 요구하는 자료를 수집하여 개별적으로 제공하는 커스터마이징 학습 시스템 구현의 효과를 알아보는데 초점이 있다. 커스터마이징 학습 시스템은 학습자를 개별적으로 인식하고, 학습평가를 기반으로 학습자에게 적당한 자료를 수집 및 분석하여 제공하도록 설계되었다. 이를 통해 학습자는 해당 정보만 제공받음으로 시간대비 학습효율을 높이고 동시에 학습목표에 효과적으로 도달할 수 있다.

An Exploratory Study of Collaborative Filtering Techniques to Analyze the Effect of Information Amount

  • Hyun Sil Moon;Jung Hyun Yoon;Il Young Choi;Jae Kyeong Kim
    • Asia pacific journal of information systems
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    • 제27권2호
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    • pp.126-138
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    • 2017
  • The proliferation of items increased the difficulty of customers in finding the specific items they want to purchase. To solve this problem, companies adopted recommender systems, such as collaborative filtering systems, to provide personalization services. However, companies use only meaningful and essential data given the explosive growth of data. Some customers are concerned that their private information may be exposed because CF systems necessarily deal with personal information. Based on these concerns, we analyze the effects of the amount of information on recommendation performance. We assume that a customer could choose to provide overall information or partial information. Experimental results indicate that customers who provided overall information generally demonstrated high performance, but differences exist according to the characteristics of products. Our study can provide companies with insights concerning the efficient utilization of data.

The Effect on Korean Consumers' Brand Preference, Trust and Purchase Intention for Donation Amount Information of Luxury Fashion Brands

  • Choi, Yunjung;Yang, Sujin;Yoon, Soyeon
    • 패션비즈니스
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    • 제18권6호
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    • pp.19-37
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    • 2014
  • This study attempts to explain the unique patterns in Korean consumer behavior regarding the luxury fashion brands' donation activities by exploring the moderating effects of corporate ability (CA) and subjective norm (SN) on the relationship between donations and consumers' brand preference, brand trust, and purchase intention. A total of 209 completed questionnaires, collected from online surveys, were analyzed using moderated multiple regression. The result shows that donation amount information positively influences consumers' brand preference, brand trust and purchase intention toward luxury fashion brands. Next, CA strengthens the relationships between donation amount information and consumers' brand trust and purchase intention. SN from the opposite gender compensates for the negative effect of negative donation amount information on consumers' trust toward luxury fashion brands, whereas SN from the same gender does not influence those relationships. This study provides a deeper understanding of luxury fashion brands' donations and consumer responses in South Korea-one of the important test markets for luxury fashion brands to expand their business to Asian countries.

감시제어작업에서 긴급상황의 수행도 분석 (An Analysis of Supervisory Control Performance under Urgent Enviornments)

  • 오영진;이근희
    • 산업경영시스템학회지
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    • 제17권32호
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    • pp.243-253
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    • 1994
  • Work environments have been changed with the advent of new technologies, such as computer technology. The newer technologies, the more changes in our work conditions. However, human cognitive limits can't keep up with the change of work environments. Mental workload has been an important factors in designing modem work environments such as human-computer interaction. Designing man-machine systems requires knowledge and evaluation of the human cognitive processes which control information flow workload. Futhermore, under an urgent situation, human operator may suffer the work stress, work error, and resultant deleterious work performance. To describe the work performance in the urgent work situations, with time stress and dynamic event occurence, a new concept of information density was introduced. For a series of experiments performed for this study, three independent variables(information amount system processing time, information density) were evaluated using such dependent variables as reaction time, number of error, and number of failure. The results of statistical anlysiss indicate that the amount of information effected on all of five dependent measure. Number of failure and number of secondary task score were effected by both amount of information and operational speed of system, but reaction time of secondary task were effected by both amount of information and information density.

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전자상거래시 소비자정보탐색과 소비자만족에 관한 연구 (Consumers′ Information Search and Satisfaction in Electronic Commerce)

  • 김선량;정순희;차경욱
    • 가정과삶의질연구
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    • 제20권6호
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    • pp.95-107
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    • 2002
  • This study examined which factors were related to the amount of consumer information and the level of consumer satisfaction in electronic commerce. The sample (n= 426) was composed of those who had already engaged in e-commerce. T-test and ANOVA were completed to investigate how the amount of information and the level of satisfaction differ by socioeconomic, internet-related, and purchase-related characteristics of the consumers. The results of this study were as follows: First, consumers who were female and college graduates were more likely to search lots of information in e-commerce. The amount of consumer information was positively related to both the years of internet experiences and the time used on internet per day. Second, consumers who were male, aged on 30s, and who were college graduates with higher incomes were more likely to gather information about product functions, while consumers who were female with less experiences of internet shopping were more likely to consider the brand name. Third, income and education level were positively associated with the level of consumer satisfaction in e-commerce. Those who have experienced lots of purchase in e-commerce were generally satisfied with the shopping in e-commerce. Fourth, the amount of consumer information was positively related to the level of consumer satisfaction, especially satisfaction regarding product qualify and the convenience of shopping in e-commerce.

An Effective Information Visualization Technique for Intrusion Detection: Hyperbolic View Intrusion Visualizer

  • Jeong, Yun-Seok;Myung, Ro-Hae
    • 대한인간공학회지
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    • 제30권2호
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    • pp.319-330
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    • 2011
  • In computer forensics investigation, the investigators collect, protect, analyze and interpret massive amount of data which were used in cyber crime. However, due to its huge amount of information, it takes a great deal of time and errors often result even when they use forensics investigation tool in the process. The information visualization techniques will greatly help to improve the information processing ability of human when they deal with the overwhelming amount of data and have to find out significant information in it. The importance of Intrusion Detection System(IDS) among network forensics is being emphasized in computer forensics. In this study, we apply the information visualization techniques which are proposed to be a great help to IDS and carry out the usability test to find out the most effective information visualization techniques for IDS.

수출업자가 인지하는 수입업자의 의류제품 공급원에 대한 평가기준과 정보원천 (Exporter`s Perceived Supply Selection Criteria of Apparel products and Information Sources in US Importer Use)

  • 박재옥;정찬진
    • 복식문화연구
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    • 제7권1호
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    • pp.141-153
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    • 1999
  • To be successful, Korean exporters must understand how importers identify and select suppliers. This empirically based study investigate Korean exporter\`s perceptions of the supply selection criteria and information sources in US importers use. The specific purposes of this study were to identify the importance of the supply selection criteria and information sources and to examine the effects of the amount of export on the supply selection criteria and information sources in US importer use. For this study, data were obtained from Korean exporters by means of self-administered questionnaires. The questionnaires consisted of a series of statements covering a broad of specific selection criteria and information sources and exports\` characteristics including average annual amount of export. Using a base of 312 exporters, data were analysed by using mean, one-way ANOVA, and Ducan test. Major findings if this study summarized as follows; 1) Korean exporters perceived that US importers would place importances on product price, deliverly reliability, product wordsmanship-quality, and length of deliverly lead-time, in orders. Also, the more amount of export was, the higher product wordsmanship-quality, availability of piece goods and trims, and communication channel were importantly rate. 2) Korean exporters considered the third party sources, such as recommendation from trade association and buying office and import agency, as the most important information source in US importer use. Also, There was tendency that the more amount of export was, the more information sources on suppliers was importantly evaluated. From this study, several recommendation were suggested forward to encourage export in international apparel market.

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컴퓨터 정보의 부하가 시장분류 의사결정에 미치는 영향: 실험연구 (Effects Of Computer - Based Information Load On Market Categorization Decision: An Experiment)

  • 조남재
    • Asia pacific journal of information systems
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    • 제4권2호
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    • pp.214-246
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    • 1994
  • As the use of information technology continues to bring a dramatic increase in the amount of data available to managers, researchers have noted that having too much data can be as much of a problem as having too little. It becomes very important to understand the effects of "information explosion" on the way managers perform their work. This study examines the effect of the amount of available data on the process and outcome of thinking within a context where managers are equipped with computing tools. The purpose of this study is to better understand how managers respond cognitively to increased information availability. In this experiment with 104 MBAs three groups of subjects were asked to identify high and low potential market categories for effective direct mail sales based on three different amount of computer-based socioeconomic data designed based on existing research on cognition and information overload. Analyses of the outcomes showed that the group with medium amount of data used data and computer-based analysis tools most effectively and efficiently. We expect that the study will provide us a base to relate future MIS research to theories on cognition in such related fields as psychology and organizational behavior.

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The Value of Personal Information: An Exploratory Study for Types of Personal Information and Its Value

  • Minjung Park;Sangmi Chai
    • Asia pacific journal of information systems
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    • 제28권3호
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    • pp.154-166
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    • 2018
  • As the number of online privacy incidents are increasing, lawsuits related with personal information infringements have been also growing as well. However, there are large differences between a plaintiff and a defendant to determine the amount of payment for damages from the incident. After the verdict was made, a plaintiff is not satisfied with the amount of compensation, whereas a defendant usually tries to their best to reduce the payment amount. This is because the value for personal information are hardly assessed exactly. In addition, there is no criteria for calculating the price of the information itself. Since the development of information technology enables the firms could collect and use any piece of information to identify a particular individual, the range of personal information has been also broadening. Based on these phenomenon, this study tries to grouping the types of personal information and exploring the perceived value of types of information. Therefore, this study could provide a foundation for narrowing the gap of the value of personal information between the firm and the defendant. Through AHP (Analytic Hierarchy Process), this study finds out that people usually value more on biometrics information, medical records, and criminal records whereas weigh less for email address and date of birth.

규칙 기반 추론을 이용한 이기종 시스템간의 제품 정보 상호운용에 관한 연구 (A Study on the Product Information Interoperability between Heterogeneous Systems using Rule-based Reasoning)

  • 이상석;양태호;이덕희;오석찬;노상도
    • 산업공학
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    • 제24권3호
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    • pp.248-257
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    • 2011
  • The amount of Meta-data to be managed increases with development of information technology. However, when trying to integrate and share product information of heterogeneous systems within or between companies, sharing of information is impossible if product information classification systems are different. Due to the situation mentioned above, engineers judge the product information classification system and maps corresponding Meta-data for document-based sharing. Judging exponentially increasing amount of data by engineers and sharing product information using documents create great amount of time delay and errors in data handling. Therefore, construction of a system for integrated management and interoperability between product information based on semantic information similar to engineer's judgment is required. This paper proposes a methodology and necessity of a system for interoperability of product information based on semantic web, and also designs a system to integrate heterogeneous systems with different product information using rule based reasoning. This paper also suggests a system base for interoperability and integration of product information between heterogeneous systems by integrating the product information classification system semantically.