• 한국과학교육학회지
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• 제36권6호
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• pp.877-893
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• 2016

이 연구의 목적은 협력적 멘토링 프로그램에서 멘토교사와 멘티교사간의 멘토링 대화에 나타나는 상호작용 특징을 분석하여 멘티교사의 교수기술발달 정도와 연관성을 토대로 멘토 전문성에 대해 고찰해 보고자 하였다. 이를 위해 초임중등과학교사 4명을 멘티교사로, 경력교사를 4명을 멘토교사로 선정하였다. 개발된 협력적 멘토링 프로그램에 따라 멘티교사들에게 5회의 멘토링을 실시한 후 1차, 3차, 5차 멘토링 대화를 상호작용 분석틀에 따라 분석하였다. 이 결과를 바탕으로 멘티교사가 실행한 총 5차시 수업을 RTOP으로 분석하여 교수기술발달 정도와의 연관성을 알아보고 멘토의 전문성 기준에 대해 고찰하였다. 멘토링 대화에서 상호작용 시작은 멘토가 주도하며 멘토교사 질문의 형태가 단순질문 비율이 높으면 멘티교사 반응은 단순반응의 비율이 높아져 반성의 기회가 차단되고 교수기술 발달정도가 적었다. 반면 멘토교사 질문의 형태가 사고질문의 비율이 높은 경우, 멘티교사 반응은 설명반응의 비율이 높아져 설명반응을 하는 과정이 반성의 기회가 될 수 있고 반성은 반성적 실천을 용이하게 하여 교수기술 발달정도가 높았다. 사고질문의 비율이 높아도 교수기술 지원이 미흡한 경우는 발달정도가 미미했다. 교수기술 피드백 방법이 멘토교사 중심의 설명식이면, 멘티교사가 단순반응을 하게 되는 경향이 있어 반성의 기회가 차단되고 교수기술발달 정도 역시 적었다. 멘토교사 피드백의 형태에서 설명피드백 비율이 높으면, 교수기술발달정도가 높은 경향이 있었다. 이러한 결과를 바탕으로 초임과학교사의 수업실행 전문성 발달을 위한 멘토교사의 전문성 기준을 다음과 같이 제시하였다. 첫째, 멘토교사는 서로 의견이 교환되는 형식으로 상호작용을 이끌어 갈 수 있는 능력이 필요하다. 둘째, 멘토교사는 상호작용 할 때 멘티교사의 사고에 초점을 두고 반성적 사고를 유도하는 상호작용을 해야 하며, 멘티교사의 반성이 반성적 실천으로 이어지도록 지원할 수 있어야한다. 셋째, 교수기술 지원 시 멘토교사는 명확한 근거나 구체적인 방법을 제시할 수 있어야 효과적이다. 넷째, 멘토교사는 하나의 교수기술을 지원할 때마다 멘티교사에게 지원된 교수기술에 대해 생각할 수 있는 기회를 제공하여 자신의 수업에 지원된 교수기술을 활용하기 위한 숙고의 과정을 거치도록 유도해야 한다.

• 여성건강간호학회지
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• 제7권4호
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• pp.518-535
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• 2001

Nursing practices should be based on the understanding of human beings. In order to understand human beings, it is important to study the lifestyles and thoughts of people in their natural environment. In this sense, the cultural aspects of a society need to be studied for a culture-bound nursing service. Child care, which is an important element of nursing, is also strongly influenced by the culture of a society. Therefore, a cultural study is necessary to understand the child-rearing practices of any society. The major purpose of this dissertation is to provide basic foundations for developing a culture-based theory for nursing intervention through studying traditional cultural elements of child care in Korean society. The study examined child-rearing practices in a small village on Koje Island in the southern part of Korea. It utilized ethnographic methodologies including participatory observations and in-depth interviews. The study participants were 9 Korean mothers living on Koje Island. The average age was 52. The data were collected between July in 1998 and December in 1999. The average number of interviews per person was 7-8, and the duration of each interview was approximately 2 hours. The data were analyzed using the Spradley Analytical Method. The following 9 major child-rearing aspects of mothers on Koje Island were discovered as a result of the study: 1. Firstly, mothers on Koje Island were mostly concerned about the "Old Birth Goddess' Curse", especially during their child's early years. This concern was evidenced by their careful behavior when their child was very young and by their praying to the Old Birth Goddess not to be jealous of their babies. 2. Secondly, they wished their children to live a different and better life than themselves. It was represented by their strong motivation toward their children's education as well as their expectation for their children's success. In traditional Korean culture, Korean people think that the rise and fall of the household depend on their offsprings. Therefore, Korean mothers wish their children attain to a higher level of social status through education. 3. Third, mothers are concerned about their children's righteousness. Mothers on Koje island expect their children to live with discretion, justice, strength, respect, harmony, and to do their best in life. 4. Next was an 'anticipation of their children's happy marriage'. The attributes of this category were an 'anxiety about their children's married life', and 'an expectation of a good spouse for their children'. Because Korean people believe that only a son can continue the bloodline of a family, especially Korean mothers have a great concern of the possibility of their daughters not having a son after marriage. Also they have different expectations toward their daughter-in-laws than son-in-laws. 5. Korean mothers also derived their satisfaction from their son. It was characterized by 'excessive affection toward their son', 'dependency on their son', and 'being afraid of their married daughter having a girl like themselves'. Korean society has been a patriarchy. Therefore, a son is beloved as someone who will take care of his old parents, be in charge of ancestral rites, and provide a daughter-in-law who can conceive a son. 6. The sixth category concerned 'the differences in their expectations for their children'. The attributes in this category were 'different expectations depending on their children's gender', 'different expectations depending on their children's ability', and a 'great sympathy toward children with low abilities'. Korean mothers expect their son to become better than their daughter. 7. The seventh category was related to their 'roles in child-caring practices'. Traditionally a child was raised in an extended family system in Korea So it was not the sole duty of a mother to bring up the child. Korean mothers used to receive much help rasing children from their in-laws, and family members. On the other hand, many children grew up by themselves, because their mothers were very busy taking care of housework. Furthermore, many children also grew up in poverty. 8. Mothers also had issues related to 'conflicts in child rearing'. They were characterized by 'lack of understanding', 'rudeness of children', and 'giving vent to one's anger'. 9. Finally, mothers regretted not doing their best in child-rearing practices. It was characterized by a 'bitter feeling of repentance', 'feeling irritated', and 'feeling of unsatisfaction'.

• 한국수학교육학회지시리즈A:수학교육
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• 제30권1호
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• pp.1-19
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• 1991

This study intends to provide some desirable suggestions for the development of application oriented mathematics curriculum. More specific objects of this study is: 1. To identify the meaning of application and modelling in mathematics curriculm. 2. To illuminate the historical background of and trends in application and modelling in the mathematics curricula. 3. To consider the reasons for including application and modelling in the mathematics curriculum. 4. To find out some implication for developing application oriented mathematics curriculum. The meaning of application and modelling is clarified as follows: If an arbitrary area of extra-mathematical reality is submitted to any kind of treatment which invovles mathematical concepts, methods, results, topics, we shall speak of the process of applying mathemtaics to that area. For the result of the process we shall use the term an application of mathematics. Certain objects, relations between them, and structures belonging to the area under consideration are selected and translated into mathemtaical objects, relation and structures, which are said to represent the original ones. Now, the concept of mathematical model is defined as the collection of mathematical objcets, . relations, structures, and so on, irrespective of what area is being represented by the model and how. And the full process of constructing a mathematical model of a given area is called as modelling, or model-building. During the last few decades an enormous extension of the use of mathemtaics in other disciplines has occurred. Nowadays the concept of a mathematical model is often used and interest has turned to the dynamic interaction between the real world and mathematics, to the process translating a real situation into a mathematical model and vice versa. The continued growing importance of mathematics in everyday practice has not been reflected to the same extent in the teaching and learning of mathematics in school. In particular the world-wide 'New Maths Movement' of the 19608 actually caused a reduction of the importance of application and modelling in mathematics teaching. Eventually, in the 1970s, there was a reaction to the excessive formallism of 'New Maths', and a return in many countries to the importance of application and connections to the reality in mathematics teaching. However, the main emphasis was put on mathematical models. Applicaton and modelling should be part of the mathematics curriculum in order to: 1. Convince students, who lacks visible relevance to their present and future lives, that mathematical activities are worthwhile, and motivate their studies. 2. Assist the acqusition and understanding of mathematical ideas, concepts, methods, theories and provide illustrations and interpretations of them. 3. Prepare students for being able to practice application and modelling as private individuals or as citizens, at present or in the future. 4. Foster in students the ability to utilise mathematics in complex situations. Of these four reasons the first is rather defensive, serving to protect or strengthen the position of mathematics, whereas the last three imply a positive interest in application and modelling for their own sake or for their capacity to improve mathematics teaching. Suggestions, recomendations and implications for developing application oriented mathematics curriculum were made as follows: 1. Many applications and modelling case studies suitable for various levels should be investigated and published for the teacher. 2. Mathematics education both for general and vocational students should encompass application and modelling activities, of a constructive as well as analytical and critical nature. 3. Application and modelling activities should. be introduced in mathematics curriculum through the interdisciplinary integrated approach. 4. What are the central ideas of, and what are less-important topics of application-oriented curriculum should be studied and selected. 5. For any mathematics teacher, application and modelling should form part of pre- and in-service education.

• 생태와환경
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• 제50권1호
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• pp.137-147
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• 2017

독소 생성 분류군의 정의는 분리균주에 의해서 동정되고, 단일배양에 의한 독소 생성 여부 및 유전적 검토가 확인된 분류군을 의미한다. 이러한 관점에서 Aphanizomenon flos-aquae의 독소 생성능은 세계적으로 아직 논쟁의 여지가 있다. 본 연구는 낙동강에서 분리한 Aphanizomenon flos-aquae (DGUC001, DGUC003)을 대상으로 16S rRNA 염기서열을 이용하여 계통학적 위치를 확인하고, 남세균독소인 saxitoxin (STX)과 cylindrospermopsin (CYN)의 잠재적 생성능력을 유전자 수준에서 검토하였다. 연구에 사용된 균주는 2016년 8월과 2016년 10월에 낙동강 본류구간의 하천수에서 분리되었다. 계통학적 분석에는 16S rRNA가 사용되었으며, 독소 생성 유전자는 CYN과 STX 생합성에 관여하는 cyrA, cyrJ, sxtA, sxtI 유전자가 선택되었다. 분리된 균주 DGUC001과 DGUC003은 육안으로 관찰 가능한 크기의 다발(fascicles)을 형성하였으며, 세포사(trichome)가 병렬 형태로 나열되고, 세포사의 양쪽 끝에 위치한 말단 세포(terminal cell)가 거의 투명하거나 긴 끈 형태의 세포질을 가지고 있었다. 또한, 두 개의 균주는 98.4%의 유전적 유사도를 나타내어 동일종으로 판단되었고, 유전자 은행에서 선별한 Cluster I의 Aph. flos-aquae strains과도 계통수에서 66~82%의 bootstrap value의 지지도로 단일 cluster에 포함되었다. 확보된 두 개 균주의 유전자 정보는 유전자은행 NCBI에 등록되었으며, KY327795, KY327796의 Accession no.를 부여받았다. 한편, 세포독소 CYN의 생합성에 관여하는 유전자 cyrA와 cyrJ는 두 개 균주 모두에서 확인되지 않았다. STX의 생합성을 담당하는 유전자 중 sxtA 유전자는 두 개의 균주에서 확보되었으며, 독소생합성 과정의 분자생물학적 지표 역할을 하는 sxtI 유전자는 발견되지 않았다. 따라서 낙동강 현장시료에서 분리된 두 개의 균주는 형태학적 및 계통분류학적으로 동일종인 Aphanizomenon flos-aquae Ralfs ex Bornet et Flahault 1888로 동정되었으며, 두 개의 균주는 CYN과 STX의 잠재적인 독소 비생성 균주로 확인되었다. 이 결과를 통하여 Aph. flos-aquae가 독소 생성 분류군으로 분류되는 것에 대한 보다 면밀한 검토가 필요할 것으로 판단되었다.

• Asia pacific journal of information systems
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• 제19권4호
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• pp.47-75
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• 2009

Recently, researches on Management Information Systems (MIS) have laid out theoretical foundation and academic paradigms by introducing diverse theories, themes, and methodologies. Especially, academic paradigms of MIS encourage a user-friendly approach by developing the technologies from the users' perspectives, which reflects the existence of strong causal relationships between information systems and user's behavior. As in other areas in social science the use of structural equation modeling (SEM) has rapidly increased in recent years especially in the MIS area. The SEM technique is important because it provides powerful ways to address key IS research problems. It also has a unique ability to simultaneously examine a series of casual relationships while analyzing multiple independent and dependent variables all at the same time. In spite of providing many benefits to the MIS researchers, there are some potential pitfalls with the analytical technique. The research objective of this study is to provide some guidelines for an appropriate use of SEM based on the assessment of current practice of using SEM in the MIS research. This study focuses on several statistical issues related to the use of SEM in the MIS research. Selected articles are assessed in three parts through the meta analysis. The first part is related to the initial specification of theoretical model of interest. The second is about data screening prior to model estimation and testing. And the last part concerns estimation and testing of theoretical models based on empirical data. This study reviewed the use of SEM in 164 empirical research articles published in four major MIS journals in Korea (APJIS, ISR, JIS and JITAM) from 1991 to 2007. APJIS, ISR, JIS and JITAM accounted for 73, 17, 58, and 16 of the total number of applications, respectively. The number of published applications has been increased over time. LISREL was the most frequently used SEM software among MIS researchers (97 studies (59.15%)), followed by AMOS (45 studies (27.44%)). In the first part, regarding issues related to the initial specification of theoretical model of interest, all of the studies have used cross-sectional data. The studies that use cross-sectional data may be able to better explain their structural model as a set of relationships. Most of SEM studies, meanwhile, have employed. confirmatory-type analysis (146 articles (89%)). For the model specification issue about model formulation, 159 (96.9%) of the studies were the full structural equation model. For only 5 researches, SEM was used for the measurement model with a set of observed variables. The average sample size for all models was 365.41, with some models retaining a sample as small as 50 and as large as 500. The second part of the issue is related to data screening prior to model estimation and testing. Data screening is important for researchers particularly in defining how they deal with missing values. Overall, discussion of data screening was reported in 118 (71.95%) of the studies while there was no study discussing evidence of multivariate normality for the models. On the third part, issues related to the estimation and testing of theoretical models on empirical data, assessing model fit is one of most important issues because it provides adequate statistical power for research models. There were multiple fit indices used in the SEM applications. The test was reported in the most of studies (146 (89%)), whereas normed-test was reported less frequently (65 studies (39.64%)). It is important that normed- of 3 or lower is required for adequate model fit. The most popular model fit indices were GFI (109 (66.46%)), AGFI (84 (51.22%)), NFI (44 (47.56%)), RMR (42 (25.61%)), CFI (59 (35.98%)), RMSEA (62 (37.80)), and NNFI (48 (29.27%)). Regarding the test of construct validity, convergent validity has been examined in 109 studies (66.46%) and discriminant validity in 98 (59.76%). 81 studies (49.39%) have reported the average variance extracted (AVE). However, there was little discussion of direct (47 (28.66%)), indirect, and total effect in the SEM models. Based on these findings, we suggest general guidelines for the use of SEM and propose some recommendations on concerning issues of latent variables models, raw data, sample size, data screening, reporting parameter estimated, model fit statistics, multivariate normality, confirmatory factor analysis, reliabilities and the decomposition of effects.

• 한국문헌정보학회지
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• 제25권
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• pp.343-388
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• 1993

The ability of any organization to innovate itself in a rapid change of environment means the existence of the organization. Innovative activity is achieved in different ways according to the objectives of organization. the characteristics of external environmental factors. and various attributes in organization. In the present study. all the existing approaches to the innovative nature of organization were synthetically compared to each other and evaluated: then. for a more rational approach. a research model was built and suggested by establishing the inclusive variables of the innovative nature of library organization and categorizing the types of such nature. Additionally. an empirical. analytical study on such a model was done. That is. paying regard to the fact that innovation has basically a close relation with the circumstantial factors of organization. synthetic, circumstantial relations were clarified. considering the external environmental factors and internal characteristics of organization. In the study. the innovation of library organization was seen in two parts i.e .. the feasible degree of technical innovation and the feasible degree of administrative innovation. Regarding the types of innovative implementation. according to the feasible degree of innovation, four types such as a stationary type. technic-oriented type, organization-oriented type. and technical-socio systematic type were classified. There were nine independent variables-i.e., the scale of organization. available resources of the organization, formalization, differentiation, specialization. decentralization, recognizant degree of the technical attribute. degree of response to the change of technical environment, and professional activities. There were three subordinate variables - i.e., technical innovation, administrative innovation. and the performance of organization. Through establishment of such variables, the factors which might influence the innovation of library organization were understood, and with the types of the innovative implementation of library organization being classified according to the feasible degree of innovation. the characteristics of library organization were reviewed in the light of each type. Also. the performance of library organization according to the types of the innovative implementation of library organization was analyzed. and the relations between the types of innovative implementation according to circumstantial variables and the performance of library organization were clarified. In order to clarify the adequacy of the research model in the methodology of empirical study, data were collected from 72 university libraries and 38 special libraries. and for a hypothetical test of the research model. an analysis of correlations, a stepwise regression analysis. and One Way ANOVA were utilized. The following are the major results or findings from the study 1) It appeared there is a trend that the bigger the scale of organization and available resources are, the more active the professional activity of the managerial class is, and the higher the recognizant degree of technical environment (recognizant degree of technical attributes and the degree of response t9 the change of technical environment) is, the higher the feasible degree of innovation becomes. 2) It appeared that among the variables influencing the feasible degree of technical innovation, the order from the variable influencing most was first, the recognizant degree of technical innovation: second, the available resources of organization: and third, professional activity. Regarding the variables influencing the feasible degree of administrative innovation from the most influential variable, it appeared they were the available resources of organization, the differentiation of organization. and the degree of response to the change of technical environment. 3) It appeared that the higher the educational level of the managerial class is, the more active the professional activity becomes. It seemed there is a trend that the group of library managers whose experience as a librarian was at the middle level(three years to six years of experience) was more active in research activity than the group of library managers whose experience as a librarian was at a higher level(more than ten years). Also, it appeared there is a trend that the lower the age of library managers is, the higher the recognizant degree of technical attributes becomes. and the group of library managers whose experience as a librarian was at the middle level (three years to six years of experience) recognized more affirmatively the technical aspect than the group of library managers whose experience as a librarian was at a higher level(more than 10 years). Also, it appeared that, when the activity of the professional association and research activity are active, the recognizant degree of technology becomes higher, and as a result. it influences the innovative nature of organization(the feasible degree of technical innovation and the feasible degree of administrative innovation). 4) As a result of the comparison and analysis of the characteristics of library organization according to the types of innovative implementation of library organization. it was indicated there is a trend that the larger the available resources of library organization, the higher the organic nature of organization such as differentiation. decentralization, etc., and the higher the level of the operation of system development, the more the type of the innovative implementation of library organization becomes the technical-socio systematic type which is higher both in the practical degrees of technical innovation and administrative innovation. 5) As a result of the comparison and analysis of the relations between the types of innovative implementation and the performance of organization, it appeared that the order from the highest performance of organization is the technical-socio systematic type, then the technic-oriented type, the organization­oriented type, and finally the stationary type which is lowest in such performance. That is, it demonstrated that, since the performance of library organization is highest in the library of the technical-socio systematic type while it is lowest in the library whose practical degrees in both technical innovation and administrative innovation are low, the performance of library organization differs significantly according to the types of innovative implementation of library organization. The present study has extracted the factors influencing innovation, classified systematically the types of innovative implementation, and inferred the synthetical, circumstantial correlations between the types and the performance of organization, and empirically inspected those factors. However, due to the present study's restrictive matters and the limit of the research design, results from the study should be more prudently interpreted. Also, the present study, as an investigative study of the types of innovative implementation, with few preceding studies, requires more complete hypothetical inference based on the results of the present study. In other words, if more systematical studies are given to understanding the relations, it will devote the suggestion and demonstration of a more useful theory.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
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• pp.1041-1043
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• 1993

Fuzzy logic based Control Theory has gained much interest in the industrial world, thanks to its ability to formalize and solve in a very natural way many problems that are very difficult to quantify at an analytical level. This paper shows a solution for treating membership function inside hardware circuits. The proposed hardware structure optimizes the memoried size by using particular form of the vectorial representation. The process of memorizing fuzzy sets, i.e. their membership function, has always been one of the more problematic issues for the hardware implementation, due to the quite large memory space that is needed. To simplify such an implementation, it is commonly [1,2,8,9,10,11] used to limit the membership functions either to those having triangular or trapezoidal shape, or pre-definite shape. These kinds of functions are able to cover a large spectrum of applications with a limited usage of memory, since they can be memorized by specifying very few parameters ( ight, base, critical points, etc.). This however results in a loss of computational power due to computation on the medium points. A solution to this problem is obtained by discretizing the universe of discourse U, i.e. by fixing a finite number of points and memorizing the value of the membership functions on such points [3,10,14,15]. Such a solution provides a satisfying computational speed, a very high precision of definitions and gives the users the opportunity to choose membership functions of any shape. However, a significant memory waste can as well be registered. It is indeed possible that for each of the given fuzzy sets many elements of the universe of discourse have a membership value equal to zero. It has also been noticed that almost in all cases common points among fuzzy sets, i.e. points with non null membership values are very few. More specifically, in many applications, for each element u of U, there exists at most three fuzzy sets for which the membership value is ot null [3,5,6,7,12,13]. Our proposal is based on such hypotheses. Moreover, we use a technique that even though it does not restrict the shapes of membership functions, it reduces strongly the computational time for the membership values and optimizes the function memorization. In figure 1 it is represented a term set whose characteristics are common for fuzzy controllers and to which we will refer in the following. The above term set has a universe of discourse with 128 elements (so to have a good resolution), 8 fuzzy sets that describe the term set, 32 levels of discretization for the membership values. Clearly, the number of bits necessary for the given specifications are 5 for 32 truth levels, 3 for 8 membership functions and 7 for 128 levels of resolution. The memory depth is given by the dimension of the universe of the discourse (128 in our case) and it will be represented by the memory rows. The length of a world of memory is defined by: Length = nem (dm(m)＋dm(fm) Where: fm is the maximum number of non null values in every element of the universe of the discourse, dm(m) is the dimension of the values of the membership function m, dm(fm) is the dimension of the word to represent the index of the highest membership function. In our case then Length=24. The memory dimension is therefore 128*24 bits. If we had chosen to memorize all values of the membership functions we would have needed to memorize on each memory row the membership value of each element. Fuzzy sets word dimension is 8*5 bits. Therefore, the dimension of the memory would have been 128*40 bits. Coherently with our hypothesis, in fig. 1 each element of universe of the discourse has a non null membership value on at most three fuzzy sets. Focusing on the elements 32,64,96 of the universe of discourse, they will be memorized as follows: The computation of the rule weights is done by comparing those bits that represent the index of the membership function, with the word of the program memor . The output bus of the Program Memory (μCOD), is given as input a comparator (Combinatory Net). If the index is equal to the bus value then one of the non null weight derives from the rule and it is produced as output, otherwise the output is zero (fig. 2). It is clear, that the memory dimension of the antecedent is in this way reduced since only non null values are memorized. Moreover, the time performance of the system is equivalent to the performance of a system using vectorial memorization of all weights. The dimensioning of the word is influenced by some parameters of the input variable. The most important parameter is the maximum number membership functions (nfm) having a non null value in each element of the universe of discourse. From our study in the field of fuzzy system, we see that typically nfm 3 and there are at most 16 membership function. At any rate, such a value can be increased up to the physical dimensional limit of the antecedent memory. A less important role n the optimization process of the word dimension is played by the number of membership functions defined for each linguistic term. The table below shows the request word dimension as a function of such parameters and compares our proposed method with the method of vectorial memorization[10]. Summing up, the characteristics of our method are: Users are not restricted to membership functions with specific shapes. The number of the fuzzy sets and the resolution of the vertical axis have a very small influence in increasing memory space. Weight computations are done by combinatorial network and therefore the time performance of the system is equivalent to the one of the vectorial method. The number of non null membership values on any element of the universe of discourse is limited. Such a constraint is usually non very restrictive since many controllers obtain a good precision with only three non null weights. The method here briefly described has been adopted by our group in the design of an optimized version of the coprocessor described in [10].

• 지능정보연구
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• 제27권3호
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• pp.231-252
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• 2021

인공지능(Artificial Intelligence)은 미래를 가장 크게 변화시킬 핵심 동력으로 산업 전반과 개인의 일상생활에 다양한 형태로 영향을 미치고 있다. 무엇보다 활용 가능한 데이터가 증가함에 따라 더욱더 많은 기업과 개인들이 인공지능 기술을 이용하여 데이터로부터 유용한 정보를 추출하고 이를 의사결정에 활용하고 있다. 인공지능에 관한 기존 연구는 모방 가능한 업무의 자동화에 초점을 두고 있으나, 인간을 배제한 자동화는 장점 못지않게 알고리즘 편향(Algorithms bias)으로 발생되는 오류나 자율성(Autonomy)의 한계점, 그리고 일자리 대체 등 사회적 부작용을 보여주고 있다. 최근 들어, 인간지능의 강화를 위한 증강 지능 (Augmented intelligence)으로서 인간과 인공지능의 협업에 관한 연구가 주목을 받고 있으며 기업도 관심을 가지기 시작하였다. 본 연구는 의사결정을 위해 조언(Advice)을 제공하는 조언자의 유형을 인간, 인공지능, 그리고 인간과 인공지능 협업의 세 가지로 나누고, 조언자의 유형과 의사결정자의 성격 특성이 의사결정에 미치는 영향을 살펴보았다. 311명의 실험자를 대상으로 사진 속 얼굴을 보고 나이를 예측하는 업무를 진행하였으며, 연구 결과 의사결정자가 조언활용을 하려면 먼저 조언의 유용성을 높게 인지하여하는 것으로 나타났다. 또한 의사결정자의 성격 특성이 조언자 유형별로 조언의 유용성을 인지하고 조언을 활용하는 데에 미치는 영향을 살펴본 결과, 인간과 인공지능의 협업 형태인 경우 의사결정자의 성격 특성에 무관하게 조언의 유용성을 더 높게 인지하고 적극적으로 조언을 활용하는 것으로 나타났다. 인공지능 단독으로 활용될 경우에는 성격 특성 중 성실성과 외향성이 강하고 신경증이 낮은 의사결정자가 조언의 유용성을 더 높게 인지하고 조언을 활용하는 것으로 나타났다. 본 연구는 인공지능의 역할을 의사결정과 판단(Decision Making and Judgment) 연구 분야의 조언자의 역할로 보고 관련 연구를 확장하였다는데 학문적 의의가 있으며, 기업이 인공지능 활용 역량을 제고하기 위해 고려해야 할 점들을 제시하였다는데 실무적 의의가 있다.

• Applied Biological Chemistry
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• 제11권
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• pp.1-27
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• 1969

우리나라에서 알려진 젓갈 30여종(餘種)에서 그중(中) 대표적(代表的)인 것으로 알려진 조기젓. 조개젓(고식(高食) 염성(鹽性)인 20%내외(內外))과 굴젓, 오징어젓(저식염성(低食鹽性)인 10%내외(內外))의 4종(種)을 시료(試料)로하여 일반성분(一般成分) 분석(分析), microflora, 주요발효미생물(主要醱酵微生物)의 동정(同定) 및 효소(酵素)의 특성(特性)을 조사(調査)하는 동시(同時)에 숙성(熟成)에 관여(關與)하는 미생물(微生物)의 효소작용(酵素作用)이 정미성(呈味性) 5’-mononucleotide 및 amino 산(酸)의 생성(生成)에 미치는 영향(影響)을 조사(調査)하여 다음과 같은 결과(結果)를 얻었다. (1) 4종(種) 젓갈에 대(對)한 microflara를 조사(調査)한 결과(結果)는 다음과 같다. a) 젓갈담금 $1{\sim}2$개월(個月)의것은 생균수(生菌數) total counts가 $10^7$이었으며 담금후(後) 6개월(個月)의것은 $10^4$이였다. b) 젓 갈 담금 $1{\sim}2$개월(個月)의것은 Micrococcus 속(屬)이 $10{\sim}20%$, Brevibacterium 속(屬)이 $10{\sim}20%$, Sarcina 속(屬)이 $0{\sim}30%$, Leuconostoc 속(屬) $20{\sim}30%$, Bacillus 속(屬)이 30%내외(內外) Pseudomonas 속(屬)이 $0{\sim}10%$ Flavobacterium 속(屬)이 $0{\sim}10%$ Yeast가 $0{\sim}20%$인 분포상(分布相)을 나타냈다. c) 젓갈숙성(熟成)에 관여(關與)하는 미생물(微生物)로서 초기이후(初期以後)에는 주(主)로 내염성(耐鹽性) Bacillus subtilis, Leuconostoc mesenteroides, Pediococcus halophilus, Sarcina litoralis 등(等)임을 동정(同定)하였고 이들의 효소활성(酵素活性)이 젓갈숙성(熟成)을 지배(支配)하는 요소(要素)임을 알 수 있었다. d) 숙성(熟成)에 관여(關與)하는 세균중(細菌中)에 Sarcina litoralis 8­14 및 8-16. 양균주(兩菌株)는 영양요구성(榮養要求性)이 현저(顯著)하여 전자(前者)는 purine, pyrimidine base 및 cystine 후자(後者)는 purine, pyrimidine base 및 glutamic acid가 공존(共存)하여야 생육(生育)이 가능(可能)하였다. (2) 젓갈원료(原料) 및 젓갈에서 분리(分離)한 관여미생물(關與微生物)에 대(對)하여 효소특성(酵素特性)을 검토(檢討)한 결과(結果)는 다음과 같다. a) 젓갈원료중(原料中)에 protease는 소량(少量) 존재(存在)하나 식염농도(食鹽濃度) 7%에서 protease 활성(活性)이 현저(顯著)하게 조해(阻害)를 받아 그 효소활성(酵素活性)의 $30{\sim}60%$나 감소(減少)하였다. b) 내염성세균(耐鹽性細菌)인 Bacillus subtilis 7-6, 11-1, 3-6 9-4 등(等) 4 균주(菌株)는 complete media에서 생성(生成)한 protease 활성(活性)은 식염농도(食鹽濃度) 7%에서 약간 조해(阻害)를 받아 활성(活性)이 $10{\sim}30%$가 감소(減少)하였고 Sarcina litoralis 8-14 및 8­16 양균주(兩菌株)는 동배지(同培地)에서 생성(生成)한 protease 활성(活性)은 식염농도(食鹽濃度) 7%에서 그 발효활성(醱酵活性)의 $10{\sim}20%$가 감소(減少)하였다. c) 젓갈 원료중(原料中)의 단백질(蛋白質)은 자가효소(自家酵素)에 의한것보다 주(主)로 젓갈숙성중(熟成中) 관여미생물(關與微生物)의 protease에 의(依)한 가수분해(加水分解)로 유리(遊離) amino 산(酸)이 생성(生成)됨을 알 수 있었다. d) 젓갈원료(原料) 및 젓갈의 RNA-depolymerase는 젓갈중(中) RNA를 nucleoside 및 유리인산(遊離燐酸)까지 분해(分解)하므로 정미성(呈味性) 5'-mononucleotide로서 축적(蓄積)되기 어렵다 e) 조개젓에서 분리(分離)한 Bacillus subtilis 3-6 균주(菌株)가 생성(生成)한 효소(酵素)는 RNA를 분해(分解)하여 5’-mononucleotide로 축적(蓄積)하므로 이 균주(菌株)가 생성(生成)한 RNA 분해효소(分解酵素)는 5’-phosphodiesterase임을 밝혔다. f) Bacillus subtilis 3-6 strain의 효소생성배지중(酵素生成培地中)에 corn steep liquor 0.5% 농도(濃度)로 첨가(添加)한 구(區)와 조개젓 0.5% 농도(濃度)로 첨가(添加)한 구(區)에서 5’-phosphodiesterase 생성증가(生成增加)를 보았으므로 corn steep liquor 및 조개젓 성분(成分)이 각각(各各) 5’-phosphodiesterase 생성증가제(生成增加劑)가 됨을 밝혔으며 또한 이 효소(酵素)는 10%의 식염농도(食鹽濃度)에서 활성조해(活性阻害)를 받아 $10{\sim}30%$에 해당(該當)되는 활성(活性)이 감소(減少)되었고 식염농도(食鹽濃度) 20%에서 이 효소활성(酵素活性)의 $40{\sim}60%$가 감소(減少)함을 나타냈다. 그리고 이 균주(菌株)의 5’­phosphodiesterase에 의(依)하여 젓갈중(中) 5’-mononucleotides가 생성(生成)되는 것이라고 생각된다. (3) 젓갈의 유리(遊離) amino 산(酸)을 Autoanalyzer로 정량(定量)한 결과(結果)는 다음과 같다. a) 조개젓은 산성(酸性) amino 산(酸)인 glutamic acid, asp artic acid 함량(含量)이 다른 젓갈보다 $2{\sim}10$배(倍) 정도(程度)로 현저하게 많아서 조개젓의 구수한 맛이 발현(發現)되는 것이라고 생각(生覺)된다. b) 조기젓에는 basic amino acid인 arginine, histidine함량(含量)이 다른 젓갈보다 특이(特異)하게 많았다. c) 오징어젓은 함류황(含硫黃) amino산(酸)인 cystine함량(含量)이 다른 젓갈의 $17{\sim}130$배(倍), methionine함량(含量)이 $7{\sim}17$배정도(倍程度)로 현저하게 많았다. d) 굴젓에는 필수(必須) amino 산(酸)인 lysine, threonine iso leucine, leucine 함량(含量)이 다른 젓갈보다 현저하게 많을 뿐아니라 또한 감미성(甘味性) amino 산(酸)인 alanine 함량(含量)이 다른 젓갈들보다 4배(倍), glycine 함량(含量)이 $3{\sim}14$배정도(倍程度)로 함유(含有)하고 있어 이것이 굴젓 특유(特有)의 단맛을 발현(發現)하는 것이라 생각(生覺)된다. (4) 4종(種) 젓갈에 대(對)한 5'-mononucleotide를 ion exchange column chromatography로 측정(測定)한 결과(結果)는 다음과 같다. a) 조개젓에는 5'-adenylic acid, 3’-adenylic acid 가 많이 들어있고 5'-inosinic acid가 미량(微量)들어 있다. b) 굴젓에는 5'-adenylic acid와 3’-adenylic acid가 다른 mononucleotides보다 현저하게 많았다. c) 오징어젓에는 5'-adenylic 및 3'-adenylic acid만이 함유(含有)되어 있는데 이것은 패류(貝類)의 젓갈들과 같 이 무척추연체동물(無脊椎軟體動物)이며 이것들은 adenylic deaminase가 결여(缺如)되어 있어 mononucleotide중(中) adenylic acid의 함량(含量)이 높아 adenylic acid-type 임을 알았다. d) 조기젓 중(中)에는 5'-inosinic acid 함량(含量)이 다른젓갈보다 현저하게 많았으므로 이것은 다른 척추동물(脊椎動物)의 어육(魚肉)이나 수육(獸肉)과 같이 adenylic deaminase가 있어 5'-inosinic acid가 많은 inosinic acid-type임을 알았다. (5) 정미성(呈味性) amino 산(酸) 및 5'-mononucleotide의 조성(組成)과 함량(含量)으로 맛의 조화성(調和性)을 비교(比較)하여 보면 다음과 같다. a) 조기젓은 glutamic acid와 aspartic acid가 풍부(豊富)하고 소량(小量)의 5'-inosinic acid가 공존(共存)된 상태(狀態)이므로 정미성분조성(呈味成分組成)과 함량(含量)이 잘 조화(調和)되어 구수한 맛의 상승작용(相乘作用)이 적당(適當)하게 발현(發現)됨을 구명(究明)하였다. b) 조개젓의 맛은 정미성(呈味性) 5’-mononucleotides에서 유래(由來)되는것 보다는 현저하게 많이 들어있는 glutamic acid 및 aspartic acid에 기인됨을 알았다.