• Title/Summary/Keyword: learning and information effects

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The Effect of Customer Relationship Management and Learning Capability on Organizational Innovation in Banks (은행의 고객관계관리와 학습능력이 조직혁신성에 미치는 영향)

  • Kwon, Jae-Hyun;Choi, Youngjun
    • Knowledge Management Research
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    • v.17 no.3
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    • pp.227-248
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    • 2016
  • Customer satisfaction dominates research on customer-firm performance relationships; however, with a few exceptions, the authors of most prior studies did not examine the possibility that an organizations' customer relationship management can increase its knowledge management. Building on previous literature of information processing theory and transaction cost perspective, this paper investigates the effect of various characteristics of customer relationship an organization cultivates on its own innovativeness. Specifically, we identify closeness, communication, sympathy as three critical components of managing customer relationship. Data from a multi-informant survey conducted to 442 organizations in Korean bank industry show that an organization's relationship with its customers has significant effects on its innovativeness. This study highlights the importance of customer relationship in terms of enhancing innovations, and helps to explain interactive effects among customer relationship, organizational learning, and innovativeness.

Design and Implementation of a Web Courseware for Learning ‘Digital Circuit’ (‘디지털 회로’ 학습을 위한 웹 코스웨어의 설계와 구현)

  • 이진아;박연식;성길영
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.6
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    • pp.1236-1243
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    • 2003
  • In this paper, we designed and implemented a practice-oriented simulation-type web courseware to learn the ‘Digital Circuits’ subject effectively. The implemented web courseware utilized multimedia elements such as graphics, animations, and voices etc. for improving understanding and interaction of learning. Also, the web courseware could be easily updated a learning information by using database built in a web server system. In result, the implemented web courseware could encourage a learner with a motive of learning and improve effects of learning. Also, a learner can widely learn because we can add various contents to database according to need. Furthermore, the web courseware could improve understanding for learning by offering feedback on the result.

Comparative Analysis for Real-Estate Price Index Prediction Models using Machine Learning Algorithms: LIME's Interpretability Evaluation (기계학습 알고리즘을 활용한 지역 별 아파트 실거래가격지수 예측모델 비교: LIME 해석력 검증)

  • Jo, Bo-Geun;Park, Kyung-Bae;Ha, Sung-Ho
    • The Journal of Information Systems
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    • v.29 no.3
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    • pp.119-144
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    • 2020
  • Purpose Real estate usually takes charge of the highest proportion of physical properties which individual, organizations, and government hold and instability of real estate market affects the economic condition seriously for each economic subject. Consequently, practices for predicting the real estate market have attention for various reasons, such as financial investment, administrative convenience, and wealth management. Additionally, development of machine learning algorithms and computing hardware enhances the expectation for more precise and useful prediction models in real estate market. Design/methodology/approach In response to the demand, this paper aims to provide a framework for forecasting the real estate market with machine learning algorithms. The framework consists of demonstrating the prediction efficiency of each machine learning algorithm, interpreting the interior feature effects of prediction model with a state-of-art algorithm, LIME(Local Interpretable Model-agnostic Explanation), and comparing the results in different cities. Findings This research could not only enhance the academic base for information system and real estate fields, but also resolve information asymmetry on real estate market among economic subjects. This research revealed that macroeconomic indicators, real estate-related indicators, and Google Trends search indexes can predict real-estate prices quite well.

Structural Relationships of Factors Affecting Learning Outcomes in China-MOOC (중국 MOOC 학습성과에 영향을 미치는 요인 간의 구조적 관계 규명)

  • Lee, Jeongmin;Chung, Hyunmin
    • Journal of Information Technology Services
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    • v.19 no.1
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    • pp.159-172
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    • 2020
  • The purpose of this study is to examine the structural relationship among factors affecting learning engagement, satisfaction, continuance intention in China-MOOC. For this study, data were collected from 334 students who were taking MOOC classes. and structural equation model ling analyses were employed to examine the causal relationships among variables. From the results of this study, First, self-regulated learning and interaction significantly affected learning engagement. Second, interaction had direct effects on satisfaction. Third, satisfaction significantly affect continuance intention. Furthermore, satisfaction mediated relationships between interaction and continuance intention. These results imply that self-regulated learning, interaction, learning engagement should be considered for designing and implementing China-MOOC learning. Further implication are discussed in the study.

The Development and Application of a Flipped Learning-Based Smart Teaching and Learning System for Elementary Subject Matter Education (초등 교과 교육을 위한 플립 러닝 기반 스마트 교수-학습 시스템의 개발 및 적용)

  • Lee, Miwha;Park, Sangmin
    • Journal of The Korean Association of Information Education
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    • v.23 no.1
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    • pp.29-38
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    • 2019
  • The purpose of this study was threefold: to design and develop a smart teaching and learning system based on flipped learning for elementary subject matter education; to apply the system to the elementary classroom; and to examine the effects of the system on students' achievement and satisfaction levels. The system was composed of a video part, a date part, and a learning line part. Presentations, preinstructional videos, and spreadsheets were created for the flipped classroom. The results of the analyses indicated that the teaching and learning system positively influenced students' achievement and satisfaction levels. The study concluded with the implications of the study and suggestions for the future study.

Design and Implementation of e-Learn ing System with Dynamic Learn ing Contents Provision and Real-Time Assignment Evaluation (동적인 학습 내용 구성과 실시간 과제물 평가 기능을 가진 e-Learning 시스템의 설계 및 구현)

  • Kim Jung-Sook;Lee Hee-Young
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.5 s.37
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    • pp.323-332
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    • 2005
  • In this Paper, we design and implement an e-Learning system with dynamic learning contents Providing and re-time assignment system. The learner can select the dynamic learning contents Providing environments with test and Quiz Phase according to the learners' characters and interest to improve the learning effects. Also, we develop the real-time assignment system which is composed of multiple choice and essay test and can provide the interaction between teacher and learner immediately.

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The Effect of University Students' Grit on Learning Satisfaction: The Mediating Effect of Family Strength (온라인 학습환경에서 대학생의 그릿이 학습만족도에 미치는 영향: 가족건강성의 매개효과)

  • Ryu, Hyunsook;Kim, Jiyoung
    • Journal of Convergence for Information Technology
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    • v.12 no.4
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    • pp.31-37
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    • 2022
  • The purpose of this study was to identify the effects of family strength as a parameter on the relationship between grit, and learning satisfaction of university students. The grit scale, family strength scale and learning satisfaction scale were applied to data from surveys conducted on 194 students recruited from a university in G gun, C province. This study examined the mediating effects of family strength in relation to grit and learning satisfaction using the hierarchical regression analysis. Results showed that family strength had partial mediating effects in the between grit and learning satisfaction. Therefore, it seems that grit directly and indirectly affect learning satisfaction through family strength. This result indicates that the importance of family strength for learning satisfaction and suggest that family strength should be included in developing learning satisfaction improvement programs.

The Impacts of self-directed learning on job satisfaction, organizational commitment : Focused on moderating effects of organizational culture (수출기업에서 자기주도학습능력이 직무만족과 조직몰입에 미치는 영향 : 조직문화의 조절효과)

  • Oh, Ju-Yeon;Choi, Byung-Woo;Kim, Hyung-Gi
    • International Commerce and Information Review
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    • v.15 no.1
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    • pp.207-226
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    • 2013
  • This study examined the impact of self-directed learning on job satisfaction, organizational commitment. Also, it verified moderating effects of organizational culture(centralization, decentralization) in the era of global competition. The results of this study are as followings: 1) self-directed learning(acceptance of responsibility for learning) is positively related to job satisfaction, organizational commitment, respectively. 2) centralization moderated on the relationship between self-directed learning(acceptance of responsibility for learning, self-confidence as a learner, future orientation) and organizational commitment. 3) decentralization moderated on the relationship between self-directed learning(future orientation) and organizational commitment. We discussed the implications of these of findings for both theory and practice.

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A Study on Information Education and School Library (정보교육과 학교도서관에 관한 연구)

  • Yoo So-Young
    • Journal of the Korean Society for Library and Information Science
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    • v.26
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    • pp.53-74
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    • 1994
  • Creative thinking in education is a common assumption to be accomplish in this information age. Information education can contribute to build the ability to think creatively. The Author explored how information education conduces the creative thinking ability that is necessary to the development of independent and competent study for students themselves. The writer also expressed the integrated education makes students think synthetically and synthetic educational experience derives creative thinking. She based her arguments upon the theory of the psychology of memory and the Piaget's cognitive structure. To increase the effects of information education, it is necessary to integrate the curriculums and learning method of the information education and those of other areas of learning, i,e., languages, literatures, social sciences, sciences, mathematics, etc. Here, author asserted that the teaching of information skill within classroom curriculums for all subject areas can make the integrated effects on various classroom curriculums. On the basis of the findings of this study, the author recommended that every school needs to prepare enough books and other media for the students to drill information skill. Consequently, to build creative thinking ability for He students, librarians, classroom teachers and school principals who have influence on the information education, have to cooperate to initiate integrated information education for the student.

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The Effects of Information Volume and Distribution on Cognitive Load and Recall: Implications for the Design of Mobile Marker-less Augmented Reality

  • LIM, Taehyeong;BONG, Jiyae;KANG, Ji Hei;DENNEN, Vanessa
    • Educational Technology International
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    • v.20 no.2
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    • pp.137-168
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    • 2019
  • This study examined the effects of information volume and distribution on learners' cognitive load and recall in a mobile augmented reality (AR) environment. Information volume refers to the degree of information users are provided in a learning task, while information distribution indicates the way in which information is distributed, either in a virtual or real format. Sixteen undergraduate students participated in the study, which employed a 2 × 3 randomized block factorial design with repeated measures. Information volume and distribution were independent variables, and factors in learners' cognitive load (mental effort, perceived ease of use, and perceived task difficulty) and recall test scores were the dependent variables. Information volume had significant main effects on perceived ease of use and task difficulty, and recall test scores, while information distribution had significant main effects on perceived task difficulty and test scores. A detailed discussion and implications are provided.