• Title/Summary/Keyword: information age

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Toward iSchools: from the Perspective of the 5Cs

  • Yi, Myongho
    • Journal of the Korean Society for Library and Information Science
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    • v.50 no.1
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    • pp.313-330
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    • 2016
  • A coalition of information schools, called the iSchools Organization, was established to increase the visibility of library and information science and to cope with the new demands of the digital age. As of 2015, sixty-five schools from many different countries have joined the iSchools Organization. While some other schools are interested in adopting iSchools, there are still some issues that need to be considered before adopting the iSchool charter. This paper presents those issues from the perspectives of the 5C groups: curriculum, competencies, convergence, collaboration, and consensus. A survey was conducted to investigate some aspects of the 5Cs. This study identifies five iSchool-related issues - 5Cs. Providing perspectives in the areas of the 5Cs will be useful to establish stronger iSchools. These five Cs will resolve information problems that we are facing, prepare students or any organizations for the digital age, give students digital service skills, and train future data scientists. This paper represents practical guidelines to build a strong iSchool. With the success of iSchools, societies see us as more than the traditional librarian.

A light-weight Gender/Age Estimation model based on Multi-taking Deep Learning for an Embedded System (임베디드 시스템을 위한 멀티태스킹 딥러닝 학습 기반 경량화 성별/연령별 추정)

  • Bao, Huy-Tran Quoc;Chung, Sun-Tae
    • Proceedings of the Korea Information Processing Society Conference
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    • 2020.05a
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    • pp.483-486
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    • 2020
  • Age estimation and gender classification for human is a classic problem in computer vision. Almost research focus just only one task and the models are too heavy to run on low-cost system. In our research, we aim to apply multitasking learning to perform both task on a lightweight model which can achieve good precision on embedded system in the real time.

Age Invariant Face Recognition Based on DCT Feature Extraction and Kernel Fisher Analysis

  • Boussaad, Leila;Benmohammed, Mohamed;Benzid, Redha
    • Journal of Information Processing Systems
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    • v.12 no.3
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    • pp.392-409
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    • 2016
  • The aim of this paper is to examine the effectiveness of combining three popular tools used in pattern recognition, which are the Active Appearance Model (AAM), the two-dimensional discrete cosine transform (2D-DCT), and Kernel Fisher Analysis (KFA), for face recognition across age variations. For this purpose, we first used AAM to generate an AAM-based face representation; then, we applied 2D-DCT to get the descriptor of the image; and finally, we used a multiclass KFA for dimension reduction. Classification was made through a K-nearest neighbor classifier, based on Euclidean distance. Our experimental results on face images, which were obtained from the publicly available FG-NET face database, showed that the proposed descriptor worked satisfactorily for both face identification and verification across age progression.

Visualization and interpretation of cancer data using linked micromap plots

  • Park, Se Jin;Ahn, Jeong Yong
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.6
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    • pp.1531-1538
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    • 2014
  • The causes of cancer are diverse, complex, and only partially understood. Many factors including health behaviors, socioeconomic environments and geographical locations can directly damage genes or combine with existing genetic faults within cells to cause cancerous mutations. Collecting the cancer data and reporting the statistics, therefore, are important to help identify health trends and establish normal health changes in geographical areas. In this article, we analyzed cancer data and demon-strated how spatial patterns of the age-standardized rate and health indicators can be examined visually and simultaneously using linked micromap plots. As a result of data analysis, the age-standardized rate has positive correlativity with thyroid and breast cancer, but the rate has negative correlativity with smoking and drinking. In addition, the regions with high age-standardized rate are located in southwest and the areas of high population density while the standardized mortality ratio is higher in southwest and northeast where there are lots of rural areas.

Residual Blocks-Based Convolutional Neural Network for Age, Gender, and Race Classification (연령, 성별, 인종 구분을 위한 잔차블록 기반 컨볼루션 신경망)

  • Khasanova Nodira Gayrat Kizi;Bong-Kee Sin
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.568-570
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    • 2023
  • The problem of classifying of age, gender, and race images still poses challenges. Despite deep and machine learning strides, convolutional neural networks (CNNs) remain pivotal in addressing these issues. This paper introduces a novel CNN-based approach for accurate and efficient age, gender, and race classification. Leveraging CNNs with residual blocks, our method enhances learning while minimizing computational complexity. The model effectively captures low-level and high-level features, yielding improved classification accuracy. Evaluation of the diverse 'fair face' dataset shows our model achieving 56.3%, 94.6%, and 58.4% accuracy for age, gender, and race, respectively.

Compressive Basic Creep Prediction in Early-Age Concrete (초기재령 콘크리트의 압축 기본크리프 예측)

  • 김성훈;송하원;변근수
    • Proceedings of the Korea Concrete Institute Conference
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    • 1999.10a
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    • pp.285-288
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    • 1999
  • Creep is a major parameter to represent long-term behavior of concrete structures concerning serviceability and durability. The effect of creep is recently taking account into crack resistance analysis of early-age concrete concerning durability evaluation. Since existing creep prediction models were proposed to predict creep for hardened concrete, most of them cannot consider effectively the information on microstructure formation and hydration developed in the early-age concrete. In this study, creep tests for early-age concrete made of the type I cement and the type V cement are carried out respectively and creep prediction models are evaluated for the prediction of creep behavior in early-age concrete. A creep prediction model is modified for the prediction of creep in early-age concrete and also verified by comparing prediction results with results of creep tests on early-age concrete.

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Changes in Features of Korean Vowels with Age and Sex of Speakers and Their Recognition (한국어 단모음의 성별, 연령별 특징변화 및 인식)

  • 이용주;김경태;차균현
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.25 no.12
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    • pp.1503-1512
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    • 1988
  • As the basic analysis to solve the within-and cross-speaker variability in phoneme based speech recognition, changes in pitch and formant frequencies of 8 Korean vowels with age and sex of speaker has been investigated by analyzing a large number fo samples. Conclusions obtained are as follows: 1) Changes in pitch frequency with age and sex of speaker for children are hard to distinguish and the difference of before and after the voice change is analyzed approximately 0.2 oct. for female an 0.9 oct. for male. 2) While most of the formants of vowel considerably change with the age of speaker, the change becomes smaller as the age becomes older. 3) While there is an indirect correlation between pitch and formant with change in age, it is hard to see a direct correlation. 4) When the objects of the recognition experiment by pitch and formants are various speakers in each age and sex, pitch also works as an efficient recognition parameter.

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Development of home furniture design for the singles (싱글족을 위한 가정용 가구디자인 개발)

  • Shin, Eung-Sun;Nam, Da-Young
    • Journal of the Korea Furniture Society
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    • v.21 no.5
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    • pp.367-379
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    • 2010
  • Reflecting a particular place and time, from the agrarian society, through the Industrial Age, furniture has been one of the closest factors to our housing life and developed continuously. The information age representing digital, information and telecommunication generally gave a wide range of individuals and societies various phases of culture shock that had never been experienced so far, among which the change of the attitude toward work and marriage influenced on housing life style, they have required unexplored style and function of furniture additionally. People so called the singles has recently become a culture code reflecting the present time, they already have built their own territories in society, economy and culture. The ideas about a variety of furniture for the singles, which consider the housing culture of the singles, has been floated, therefore furniture for the singles are main streamed into home furniture category, required characteristics of furniture for the singles are drawn, furthermore some design examples are suggested on the basis of those characteristics in this study.

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A Simulation Study on The Discounted Cost Distribution under Age Replacement Policy

  • Dohi, Tadashi;Ashioka, Akira;Kaio, Naoto;Osaki, Shunji
    • Industrial Engineering and Management Systems
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    • v.3 no.2
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    • pp.134-139
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    • 2004
  • During the last three decades, a few attentions have been paid for investigating the cost distribution for the optimal maintenance problems. In this article, we derive the moment of the discounted cost distribution over an infinite time horizon for the basic age replacement problem. With first two moments of the discounted cost distribution, we approximate the underlying distribution function by three theoretical distributions. Through a Monte Carlo simulation, we conclude that the log-normal distribution is the best fitted one to approximate the discounted cost distribution.

Analysis of Texture Information with High Resolution Imagery for Characterizing Forest Stand

  • KIM T. G.;LEE K. S.
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.14-16
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    • 2004
  • Although there have been wide range of studies to characterize forest stands based upon spectral information of satellite image, it was not fully understood the texture information of forest stand using high resolution data. The objective of this study is to evaluate several texture measures for characterizing forest stand structure, such as species composition, diameter at breast height(DBH), stand density, and age. High resolution IKONOS satellite imagery data were acquired in August 200 lover the forested area near Ulsan, Korea. Primary forest types were plantation pine, mixed forest, and natural deciduous forest of stand age ranging from 10 to 50 years old. Several GLCM-based texture measures were compared with forest stand characteristics. In overall, a texture measure (contrast) calculated using red band were better to differentiate species and age group than other texture measures and near infrared bands.

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