• Title/Summary/Keyword: Integrative Model

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Novel estimation method of operating life in lithium-ion pouch cells

  • Kim, Hyosung;Kim, Jaekwang;Kim, Nayeong;Lee, Ilbok;Hwang, Keebum;Bae, Joongho;Yoon, Songhun
    • Journal of Industrial and Engineering Chemistry
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    • v.67
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    • pp.266-275
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    • 2018
  • Herein, a novel operating life (OL) test method was evaluated with 200 mAh pouch-type lithium-ion batteries. By combining the calendar life (CL) test with intermediate pulse power cycling, more realistic life prediction was possible, which encompassed real operation of batteries accompanying with thermal acceleration. Larger capacity decrease and resistance increase of pouch cell were observed in the OL test, which was well explained using the SEI film growth model. After dissemble of pouch cell, capacity loss and resistance increase mostly occurred within anode, reflecting that SEI film growth on anode surface was highly attributable to cell degradation.

Integration of Heterogeneous Models with Knowledge Consolidation

  • Kim, Jin-Hwa;Bae, Jae-Kwon
    • 한국경영정보학회:학술대회논문집
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    • 2007.06a
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    • pp.571-575
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    • 2007
  • For better predictions and classifications in customer recommendation, this study proposes an integrative model that efficiently combines the currently-in-use statistical and artificial intelligence models. In particular, by integrating the models such as Association Rule, Connection Frequency Matrix, and Rule Induction, this study suggests an integrative prediction model.

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소비자 구매행동 예측을 위한 이질적인 모형들의 통합

  • Bae, Jae-Gwon;Kim, Jin-Hwa
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2007.11a
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    • pp.489-498
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    • 2007
  • For better predictions and classifications in customer recommendation, this study proposes an integrative model that efficiently combines the currently-in-use statistical and artificial intelligence models. In particular, by integrating the models such as Association Rule, Frequency Matrix, and Rule Induction, this study suggests an integrative prediction model. The data set for the tests is collected from a convenience store G, which is the number one in its brand in S. Korea. This data set contains sales information on customer transactions from September 1, 2005 to December 7, 2005. About 1,000 transactions are selected for a specific item. Using this data set, it suggests an integrated model predicting whether a customer buys or not buys a specific product for target marketing strategy. The performance of integrated model is compared with that of other models. The results from the experiments show that the performance of integrated model is superior to that of all other models such as Association Rule, Frequency Matrix, and Rule Induction.

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Integrative Security Model Design for Academic Affairs Database (대학 학사 데이터베이스 통합 보안 모델 설계)

  • Jeong, Yoon-Su;Shin, Seung-Soo
    • Journal of Digital Convergence
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    • v.10 no.4
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    • pp.235-241
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    • 2012
  • To improve educational excellence and quality, academies carry forward integrative security model related to academic affairs including personal information. This paper proposes an integrative security model for academic affairs database, which guarantees DBMS access control, confidentiality, integrity, and security inspection. This proposed model considered that most academies can't make good use of data security product and suggests a detailed measure to realize the confidentiality based on the function of DBMS.

Development of Clinical Pathway Model in Integrative Korean Medicine: Treatment of Non-invasive Breast Cancer (비침습 유방암의 양·한방 협진 표준임상경로 모형 개발)

  • Cho, Suyeon;Ko, Seong-Gyu;Park, Sunju
    • Journal of Society of Preventive Korean Medicine
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    • v.26 no.1
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    • pp.11-23
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    • 2022
  • Objectives : The aim of this study was to develop a clinical pathway (CP) model for the integrative treatment of non-invasive breast cancer, with western medicine and Korean traditional medicine. Methods : The checklist model was composed in four types according to the target patients: DCIS inpatients, DCIS outpatients, LCIS inpatients, LCIS outpatients. The vertical axis of the pathway consists of 11 categories of actions applied to the patient. The horizontal axis was in accordance with the flow of time, comprising three periods during inpatient care and seven periods during outpatient care. In addition, CP was also composed in flow chart form. The pathway model was developed through a literature review of clinical practice guidelines, conference publications, papers, books, and websites. Results : The integrative CP model for non-invasive breast cancer was developed. Conclusions : The goal of the CP suggested in this study was to improve non-invasive breast cancer patients' quality of life and to supplement conventional treatment, by alleviating the side effects. The model developed through this study could serve as the basis when developing CPs in a real-world integrative medical environment. This could lead to a reduction in cost and time for CP development, thus bringing about efficiency in the clinical setting.

Integration of Heterogeneous Models with Knowledge Consolidation (지식 결합을 이용한 서로 다른 모델들의 통합)

  • Bae, Jae-Kwon;Kim, Jin-Hwa
    • Korean Management Science Review
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    • v.24 no.2
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    • pp.177-196
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    • 2007
  • For better predictions and classifications in customer recommendation, this study proposes an integrative model that efficiently combines the currently-in-use statistical and artificial intelligence models. In particular, by integrating the models such as Association Rule, Frequency Matrix, and Rule Induction, this study suggests an integrative prediction model. Integrated models consist of four models: ASFM model which combines Association Rule(A) and Frequency Matrix(B), ASRI model which combines Association Rule(A) and Rule Induction(C), FMRI model which combines Frequency Matrix(B) and Rule Induction(C), and ASFMRI model which combines Association Rule(A), Frequency Matrix(B), and Rule Induction(C). The data set for the tests is collected from a convenience store G, which is the number one in its brand in S. Korea. This data set contains sales information on customer transactions from September 1, 2005 to December 7, 2005. About 1,000 transactions are selected for a specific item. Using this data set. it suggests an integrated model predicting whether a customer buys or not buys a specific product for target marketing strategy. The performance of integrated model is compared with that of other models. The results from the experiments show that the performance of integrated model is superior to that of all other models such as Association Rule, Frequency Matrix, and Rule Induction.

The Effects of Science Instruction using Integrative Educational Model(IEM) in Elementary Science Gifted Classes on Academic Achievement and Scientific Attitude (Clark의 통합교육모형(IEM)을 적용한 과학 수업이 초등과학영재반의 학업 성취도와 과학적 태도에 미치는 영향)

  • Bae, Jin-Ho;Kim, Dong-Kook
    • Journal of Korean Elementary Science Education
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    • v.30 no.4
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    • pp.490-503
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    • 2011
  • The purpose of this study was to investigate the effects of science instruction using integrative educational model on academic achievement and scientific attitude in gifted classes on elementary science. Integrative educational model (hereafter referred as IEM) was developed by synthesizing the findings from brain research, the new physics, general systems theory, and educational psychology. 77 6th graders of B Metropolitan City's Elementary Gifted Education Center were took part in this study. The experimental group, consisting of 39 students, was applied to the instruction using IEM, while the comparison group, 38 students, was applied to instructor- led instruction. The results of this study were as follows: First, the science instruction using IEM had a positive effect on improving achievement in gifted classes on elementary science. Second, the science instruction using IEM had an influence on inquisitiveness and openness of the lower domains of learners' scientific attitude. Third, the science instruction using IEM had a positive response to learners' interest, comprehensibility about lesson contents, and ability to concentrate on classes.

The Temperament and Character Inventory for Integrative Medicine (기질 및 성격검사의 통합의학적 활용)

  • Lee, Soo-Jin;Cloninger, C. Robert;Cloninger, Kevin M.;Chae, Han
    • Journal of Oriental Neuropsychiatry
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    • v.25 no.3
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    • pp.213-224
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    • 2014
  • Objectives: The Temperament and Character Inventory (TCI), initially developed by Dr. Cloninger in 1986, has been studied from various perspectives in many countries; however, its application in Korea has been limited due to a lack of information regarding the clinical use of integrative medicine. Methods and Results: A systematic review of previous studies on the theoretical development, structure, and content of temperament and character scales, as well as their stability and variability, is presented. In addition, the distinctive features of TCI as a biopsychosocial model and its clinical application regarding well-being, coherence therapy, and person-centered medicine were systematically reviewed. Discussion and Conclusion: The promotion of well-being with Cloninger's personality model and its importance for integrative medicine were discussed. This study would contribute to the clinical application of TCI in Korea.

Applying The Technology Acceptance Model and Trust Beliefs to Online B2C Websites (온라인 B2C 웹사이트에 기술수용모델 및 신뢰 신념의 적용)

  • Park, Kwan-Hee
    • The Journal of Information Systems
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    • v.13 no.2
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    • pp.173-193
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    • 2004
  • B2C EC has two kinds of perspectives such as technology-oriented and trust-oriented perspectives. As lots of fraud damages on the B2C EC have been reported every day, the trust-oriented perspective receives lots of attention. In this study, an integrative typology for developing and validating trust measures for B2C EC proposed by McKnight et al.(2002a) and McKnight and Chevany(2002b) has been used for trust-oriented perspective, and the TAM(technology acceptance model) model proposed by Fred Davis in 1985 has been used for technology-oriented perspective. An research model had been developed by using the 4 factors of an integrative typology and 5 factors of the TAM model such as perceived usefulness, perceived ease of use, trust beliefs, intention, and actual transaction. All 13 hypotheses had been proposed from this research model and tested by field study. 12 hypotheses, including the 4 f actors of an integrative typology as antecedents on trust beliefs, were significant, whereas the hypothesis 5 on the relationship between structural assurance and perceived ease of use was insignificant. Structures on B2C EC like guarantees, regulations, promises, legal recourse, or other procedures seemed to be difficult to B2C EC customers. Therefore, these structures should be developed more easier to B2C EC customers.

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Yeast as a Touchstone in Post-genomic Research: Strategies for Integrative Analysis in Functional Genomics

  • Castrillo, Juan I.;Oliver, Stephen G.
    • BMB Reports
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    • v.37 no.1
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    • pp.93-106
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    • 2004
  • The new complexity arising from the genome sequencing projects requires new comprehensive post-genomic strategies: advanced studies in regulatory mechanisms, application of new high-throughput technologies at a genome-wide scale, at the different levels of cellular complexity (genome, transcriptome, proteome and metabolome), efficient analysis of the results, and application of new bioinformatic methods in an integrative or systems biology perspective. This can be accomplished in studies with model organisms under controlled conditions. In this review a perspective of the favourable characteristics of yeast as a touchstone model in post-genomic research is presented. The state-of-the art, latest advances in the field and bottlenecks, new strategies, new regulatory mechanisms, applications (patents) and high-throughput technologies, most of them being developed and validated in yeast, are presented. The optimal characteristics of yeast as a well-defined system for comprehensive studies under controlled conditions makes it a perfect model to be used in integrative, 'systems biology' studies to get new insights into the mechanisms of regulation (regulatory networks) responsible of specific phenotypes under particular environmental conditions, to be applied to more complex organisms (e.g. plants, human).