• 한국잡초학회지
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• 제31권2호
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• pp.119-133
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• 2011

2010년까지 국내 논에서 설포닐우레아(sulfonylurea : SU)계 제초제들에 대한저항성잡초로 확인된 잡초들 1998년도에 충남서산 간척지 논에서 물옥잠이 확인이후 일년생 물달개비, 올챙이고랭이, 알방동사니 등 7초종, 다년생 올미, 새섬매자기 등 다년생 잡초 3초종이 발생하여 총 10초종이다. 그리고 2009년 ACCase 및 ALS 저해제들에 대한 저항성 피가 담수직파 논의 서 남부지역에서 처음 확인되었다. 초기에는 SU계 제초제들에 대한 저항성잡초들인 물달개비, 올챙이고랭이, 알방동사니 등은 하나의 논 필지에 하나의 초종들이 발생을 하였으나 최근에는 하나의 필지에 다수의 초종들이 동시적으로 발생하고 있다. 2008년도에 전국 861필지의 논에서 채취한 토양에서 발생하고 있는 물달개비 및 올챙이고랭이의 저항성 비율은 각각 42% 및 23%로 나타났다. 저항성잡초들의 생체중을 50% 억제한 농도($GR_{50}$)는 저항성 계통이 감수성 계통에 비해 수 십배에서 수 천배 높게 나타났다. ACCase 및 ALS 저해 제초제들인 cyhalofopbutyl, pyriminobac-methyl, penoxsulam 저항성 강피에 대한 저항성 계통의 $GR_{50}$은 감수성 계통에 비해 각각 14, 8, 11배나 높게 나타났다. 한국의 논에서 제초제 저항성의 다발생과 확산의 원인은 크게 잡초측면과 제초제 측면으로 구분할 수 있다. 잡초측면에서는 종자생산량과 발아율이 높은 잡초들 즉 물달개비, 올챙이고랭이 등이 저항성잡초로 변화한다. 그리고 제초제 측면은 저항성잡초 유발의 원인인 선택성이 탁월하고 약효지속성이 매우 긴 SU계 제초제들의 광범위한 사용이다. SU계 제초제들의 생산 품목들과 처리 논 면적의 비율은 각각 69%와 96%이다. 그리고 2003년까지 처리면적으로 본 선호도 10위까지 제초제들은 대부분 SU계 제초제들이 혼합된 "일발처리제"들이다. 직파재배 논에서 ACCase 및 ALS들이 혼합된 제초제들의 연용은 제초제 저항성 피를 유발하였고, 이는 피에 효과적인 SU계 제초제들인 pyrazosulfuron-ethyl 및 imazosulfuron과 무관하지 않다. SU계 제초제들에 대한 물옥잠의 저항성 계통의 $I_{50}$은 감수성 계통에 비해서 14배에서 76배 높았는데, 이는 제초제의 흡수 및 이행에 의한 차이보다는 ALS 유전자의 점 돌연변이(point mutation)에 의한 것으로 나타났다. 즉 ALS 유전자 아미노산 197번째 proline이 serine로 변화되었기 때문이다. 제초제 저항성잡초 방제로 benzobicyclone, bromobutide 등은 광엽 및 방동사니과 잡초들을 동시에 방제가 가능하다. 그리고 ACCase 및 ALS 저항성 피의 방제는 mefenacet, fentrazamide, cafenstrole로 2엽기까지 방제가 가능하다. 그러나 앞으로 국내 논에서 제초제 저항성잡초 및 관리에 대해서는 많은 문제점들을 내포하고 있다. 첫째, 현재까지 제초제 저항성 유발 약제들인 ALS 및 ACCase 저해제들의 사용량이 증가하기 때문에 제초제 저항성 잡초들은 계속 발생할 뿐만 아니라 더욱 빠른 속도로 확산할 것이다. 둘째, 미국, 유럽, 호주 등 선진국들과 같은 제초제 저항성잡초를 연구할 수 있는 전문 연구기관과 인력이 부족하다.

• Asia pacific journal of information systems
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• 제17권4호
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• pp.31-59
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• 2007

We frequently use search engines to find relevant information in the Web but still end up with too much information. In order to solve this problem of information overload, ranking algorithms have been applied to various domains. As more information will be available in the future, effectively and efficiently ranking search results will become more critical. In this paper, we propose a ranking algorithm for the Semantic Web resources, specifically RDF resources. Traditionally, the importance of a particular Web page is estimated based on the number of key words found in the page, which is subject to manipulation. In contrast, link analysis methods such as Google's PageRank capitalize on the information which is inherent in the link structure of the Web graph. PageRank considers a certain page highly important if it is referred to by many other pages. The degree of the importance also increases if the importance of the referring pages is high. Kleinberg's algorithm is another link-structure based ranking algorithm for Web pages. Unlike PageRank, Kleinberg's algorithm utilizes two kinds of scores: the authority score and the hub score. If a page has a high authority score, it is an authority on a given topic and many pages refer to it. A page with a high hub score links to many authoritative pages. As mentioned above, the link-structure based ranking method has been playing an essential role in World Wide Web(WWW), and nowadays, many people recognize the effectiveness and efficiency of it. On the other hand, as Resource Description Framework(RDF) data model forms the foundation of the Semantic Web, any information in the Semantic Web can be expressed with RDF graph, making the ranking algorithm for RDF knowledge bases greatly important. The RDF graph consists of nodes and directional links similar to the Web graph. As a result, the link-structure based ranking method seems to be highly applicable to ranking the Semantic Web resources. However, the information space of the Semantic Web is more complex than that of WWW. For instance, WWW can be considered as one huge class, i.e., a collection of Web pages, which has only a recursive property, i.e., a 'refers to' property corresponding to the hyperlinks. However, the Semantic Web encompasses various kinds of classes and properties, and consequently, ranking methods used in WWW should be modified to reflect the complexity of the information space in the Semantic Web. Previous research addressed the ranking problem of query results retrieved from RDF knowledge bases. Mukherjea and Bamba modified Kleinberg's algorithm in order to apply their algorithm to rank the Semantic Web resources. They defined the objectivity score and the subjectivity score of a resource, which correspond to the authority score and the hub score of Kleinberg's, respectively. They concentrated on the diversity of properties and introduced property weights to control the influence of a resource on another resource depending on the characteristic of the property linking the two resources. A node with a high objectivity score becomes the object of many RDF triples, and a node with a high subjectivity score becomes the subject of many RDF triples. They developed several kinds of Semantic Web systems in order to validate their technique and showed some experimental results verifying the applicability of their method to the Semantic Web. Despite their efforts, however, there remained some limitations which they reported in their paper. First, their algorithm is useful only when a Semantic Web system represents most of the knowledge pertaining to a certain domain. In other words, the ratio of links to nodes should be high, or overall resources should be described in detail, to a certain degree for their algorithm to properly work. Second, a Tightly-Knit Community(TKC) effect, the phenomenon that pages which are less important but yet densely connected have higher scores than the ones that are more important but sparsely connected, remains as problematic. Third, a resource may have a high score, not because it is actually important, but simply because it is very common and as a consequence it has many links pointing to it. In this paper, we examine such ranking problems from a novel perspective and propose a new algorithm which can solve the problems under the previous studies. Our proposed method is based on a class-oriented approach. In contrast to the predicate-oriented approach entertained by the previous research, a user, under our approach, determines the weights of a property by comparing its relative significance to the other properties when evaluating the importance of resources in a specific class. This approach stems from the idea that most queries are supposed to find resources belonging to the same class in the Semantic Web, which consists of many heterogeneous classes in RDF Schema. This approach closely reflects the way that people, in the real world, evaluate something, and will turn out to be superior to the predicate-oriented approach for the Semantic Web. Our proposed algorithm can resolve the TKC(Tightly Knit Community) effect, and further can shed lights on other limitations posed by the previous research. In addition, we propose two ways to incorporate data-type properties which have not been employed even in the case when they have some significance on the resource importance. We designed an experiment to show the effectiveness of our proposed algorithm and the validity of ranking results, which was not tried ever in previous research. We also conducted a comprehensive mathematical analysis, which was overlooked in previous research. The mathematical analysis enabled us to simplify the calculation procedure. Finally, we summarize our experimental results and discuss further research issues.

• 자원환경지질
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• 제46권4호
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• pp.313-327
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• 2013

본 연구에서는 캐나다 아사바스카 지역의 맥머레이층에 대한 3차원 지구통계 모사를 실시하였으며 모사 결과를 바탕으로 심부지열회수방법을 통한 경제적 산출 가능 지역을 가늠하고자 하였다. 비투멘의 효율적인 생산을 위하여 SAGD 공법의 최적 입지를 선정하는데 있어 스팀챔버의 충분한 수직적 연장성을 확보하는 것은 중요한 사항이다. 연구지역에서 획득한 110개의 시추공 자료에 대하여 마르코프 전이 확률 기반의 분석을 실시하였으며 이를 바탕으로 맥머레이층 구성 암상에 대한 추계론적 예측을 실시하였다. 추계론적 모사를 통하여 획득한 다중재현을 기반으로 앙상블 확률 분포도를 제작하였으며 이는 각 암상이 분포 할 수 있는 포텐셜을 보여준다. 앙상블 확률 분포도를 이용하여 투수성 퇴적층(역질 퇴적층 및 사질 퇴적층)에 대한 누적 층후도를 구성하였으며 이를 바탕으로 SAGD 공법이 적용될 수 있는 최적 입지를 선정하였다. SAGD 최적 입지 선정을 위한 추가적인 분석을 실시하기 위하여 전이율을 바탕으로 한 단일 퇴적층의 평균적인 수직 및 수평적 연장성을 산정하였다. 투수성 퇴적층의 평균적인 수직적 연장성은 대체로 투수성 퇴적층에 대한 누적층후도 분포도와 유사한 분포 양상을 보이나 일부 누적 층후가 큰 위치에서 유사하지 않은 양상을 보인다. 이는 누적 층후도와 평균적인 수직적 연장성 분포 양상이 유사하지 않은 지역은 투수성 퇴적층과 다른 암상과의 교호성은 매우 크나 투수성 퇴적층의 수직적인 연장성은 좋지 않음을 의미한다. 따라서 누적층후도 뿐 만 아니라 투수성 퇴적층의 수직적 연장성 또한 충분히 고려하였을 때 건전한 SAGD 최적 입지를 선정하는데 충분히 신뢰성 있는 결론을 도출 할 것으로 판단된다.

• 한국지구과학회지
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• 제39권2호
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• pp.178-192
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• 2018

본 연구의 목적은 야외지질답사 장소를 개발하고 과학적 모델의 사회적 구성을 야외지질학습에 적용하는 것이다. Orion(1993)의 가상의 공간(Novelty Space)과 2015 개정 교육과정 성취기준을 고려하고 답사 장소를 개발하였다. G 영재 교육원 과학과 8명 학생을 대상으로 '관악산 형성과정'이라는 것을 주제로 하여 총 5차시 분량의 과학적 모델의 사회적 구성을 활용한 야외지질학습을 실시하였다. 야외지질학습 전후로 1차시 분량의 설문 검사를 통해 학생들의 개념 이해 정도를 파악하고, 심층 면담에서는 개념 확인과 야외지질학습의 정의적인 면을 다루었다. 연구 결과는 다음과 같다. 첫 번째, 야외 답사 장소는 계곡 하류와 상류로 각각 명명하였고 변성암, 화강암, 절리, 포획암, 광물 입자를 관찰하도록 구성하였다. 두 번째, 사전 조사에서 관악산은 화산으로 만들어졌다고 응답한 학생이 7명이었다. 반면, 야외지질학습이 종료된 이후에는 7명 학생이 화강암의 형성과정을 설명하고 변성암을 예시로 지질시대를 이야기 하는 것으로 시간적인 스케일을 이해했음을 보여주었다. 더욱이 심층면담에서 지질학에 대한 낮은 성취를 보여주는 학생이 야외지질학습에 대해 긍정적인 답변을 주었다. 즉, 학습의 정의적인 면을 고려하였을 때 야외지질학습에 과학적 모델의 사회적 구성 활용이 효과적일 수 있다는 것을 보여준다. 이번 연구는 지질교육에 모델을 적용한 사례이고 동시에 교사에게 야외답사 장소를 제공할 수 있을 뿐만 아니라 야외지질학습에 과학적 모델의 사회적 구성을 적용한 사례로서 의의가 있다.

• 한국동물번식학회:학술대회논문집
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• 한국동물번식학회 2000년도 국제심포지움
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• pp.10-12
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• 2000

Members of the glycoprotein family, which includes CG, LH, FSH and TSH, comprise two noncovalently linked $\alpha$- and $\beta$-subunits. Equine chorionic gonadotropin (eCG), known as PMSG, has a number of interesting and unique characteristics since it appears to be a single molecule that possesses both LH- and FSH-like activities in other species than the horse. This dual activity of eCG in heterologous species is of fundamental interest to the study of the structure-function relationships of gonadotropins and their receptors. CG and LH $\beta$ genes are different in primates. In horse, however, a single gene encodes both eCG and eLH $\beta$-subunits. The subunit mRNA levels seem to be independently regulated and their imbalance may account for differences in the quantities of $\alpha$ - and $\beta$ -subunits in the placenta and pituitary. The dual activities of eCG could be separated by removal of the N-linked oligosaccharide on the $\alpha$-subunit Asn 56 or CTP-associated O-linked oligosaccharides. The tethered-eCG was. efficiently secreted and showed similar LH-like activity to the dimeric eCG. Interestingly, the FSH-like activity of the tethered-eCG was increased markedly in comparison with the native and wild type eCG. These results also suggest that this molecular can implay particular models of FSH-like activity not LH-like activity in the eCG/indicate that the constructs of tethered molecule will be useful in the study of mutants that affect subunit association and/or secretion. A single-chain analog can also be constructed to include additional hormone-specific bioactive generating potentially efficacious compounds that have only FSH-like activity. The LH/CG receptor (LH/CGR), a membrane glycoprotein that is present on testicular Leydig cells and ovarian theca, granulosa, luteal, and interstitial cells, plays a pivotal role in the regulation of gonadal development and function in males as well as in nonpregnant and pregnant females. The LH/CGR is a member of the family of G protein-coupled receptors and its structure is predicted to consist of a large extracellular domain connected to a bundle of seven membrane-spanning a-helices. The LH/CGR phosphorylation can be induced with a phorbol ester, but not with a calcium ionophore. The truncated form of LHR also was down-regulated normally in response to hCG stimulation. In contrast, the cell lines expressing LHR-t63I or LHR-628, the two phosphorylation-negative receptor mutant, showed a delay in the early phase of hCG-induced desensitization, a complete loss of PMA-induced desensitization, and an increase in the rate of hCG-induced receptor down-regulation. These results clearly show that residues 632-653 in the C-terminal tail of the LHR are involved in PMA-induced desensitization, hCG-induced desensitization, and hCG-induced down-regulation. Recently, constitutively activating mutations of the receptor have been identified that are associated with familial male-precocious puberty. Cells expressing LHR-D556Y bind hCG with normal affinity, exhibit a 25-fold increase in basal cAMP and respond to hCG with a normal increase in cAMP accumulation. This mutation enhances the internalization of the free and agonist-occupied receptors ~2- and ~17-fold, respectively. We conclude that the state of activation of the LHR can modulate its basal and/or agonist-stimulated internalization. Since the internalization of hCG is involved in the termination of hCG actions, we suggest that the lack of responsiveness detected in cells expressing LHR-L435R is due to the fast rate of internalization of the bound hCG. This statement is supported by the finding that hCG responsiveness is restored when the cells are lysed and signal transduction is measured in a subcellular fraction (membranes) that cannot internalize the bound hormone.

• 농업과학연구
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• 제41권2호
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• pp.85-99
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• 2014

Sulfonylurea (SU)-resistant weeds of eight annual weeds, Monochoria vaginalis, Scirpus juncoides and Cyperus difformis, etc., and four perennial weeds, Scirpus planiculmis, Sagittaria pigmaea, Eleocharis acicularis and Sagittaria trifolia as of 2013 since identification Monochoria korsakowii in the reclaimed rice field in 1998. And the resistant Echinochloa oryzoides to ACCase and ALS inhibitors has been confirmed in rice fields of the southern province, Korea in 2009. In the beginning, the M. vaginalis, S. juncoides and C. difformis of these SU-resistant weeds were rapidly and individually spreaded in different fields, however, these resistant weeds have been occurring simultaneously in the same filed recently. The resistant biotype by weed species demonstrated about 10-to 1,000-fold resistance, based on $GR_{50}$ values of the SU herbicides tested. And the resistant biotype of E. oryzoides to cyhalofop-butyl, pyriminobac-methyl, and penoxsulam was about 14, 8, and 11 times more resistant than the susceptible biotype base on $GR_{50}$ values. The products and applied area of SU-included herbicides have been increased rapidly, and have accounted for about 69% and 96% in Korea, respectively. In Korea, the main cause of SU-resistant weed is extensive use of these herbicides. The top ten herbicides by applied area were composed of all SU-included herbicides by 2003. The concentrated and successive treatment of ACCase and ALS inhibitors for control of barnyardgrass in rice led up to the resistance of E. oryzoides. Also, SU-herbicides like pyrazosulfuron-ethyl and imazosulfuron which effective to barnyardgrass can be bound up with the resistance of E. oryzoides. The ALS activity isolated from the resistant biotype of M. korsakowii to SU-herbicides tested was less sensitive than that of susceptible biotype. The concentration of herbicide required for 50% inhibition of ALS activity ($I_{50}$) of the SU-resistant M. korsakowii was 14-to 76-fold higher as compared to the susceptible biotype. No differences were observed in the rates of [$^{14}C$]bensulfuron uptake and translocation. Acetolactate synthase (ALS) genes from M. vaginalis resistant and susceptible biotypes against SU-herbicides revealed a single amino acid substitution of proline (CCT), at 197th position based on the M. korsakowii ALS sequence numbering, to serin (TCT) in conserved domain A of the gene. Carfentrazone-ethyl and pyrazolate were used mainly to control SU-resistant M. vaginalis by 2006 in Korea. However, the alternative herbicides such as benzobicyclone, to be possible to control simultaneously the several resistant weeds, have been developing and using broadly, because the several resistant weeds have been occurring simultaneously in the same fieled. The top ten herbicides by applied area in Korea have been occupied by products of 3-way mixture type including herbicides with alternative mode of action for the herbicide resistant weeds. Mefenacet, fentrazamide and cafenstrole had excellent controlling effects on the ACCase and ALS inhibitors resistant when they were applied within 2nd leaf stage.

• 농촌지도와개발
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• 제20권3호
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• pp.777-822
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• 2013

이 연구의 목적은 한국 농업 농촌의 쇠퇴와 공동화 위기에 대응하기 위한 새로운 농업경영 주체로서 마을단위 농업경영체의 조직전략 및 운영요소를 도출하는데 있다. 연구의 목적을 달성하기 위해 지역농업조직화 이론의 틀 속에서 마을 단위 공동경영에 대한 한국과 일본의 최신 논의 동향을 검토하였으며, 마을단위 공동경영 사례에 대한 조직관리 및 경영관리 실태를 조사였다. 이를 통해 한국 농업 농촌의 현실 여건에 적합한 조직전략 및 운영요소를 도출하고자 하였다. 이 연구의 주요 결과는 다음과 같다. 첫째, 마을단위 농업경영체는 농업생산의 효율화만을 추구하는 단순한 협업조직이 아니며 '농업생산력 유지, 농업소득 증진, 농촌사회 유지'라는 복합적 목적을 달성하기 위한 공동 경영체이다. 이러한 관점을 반영하여 본 논문에서는 마을단위 농업경영체를 '농업생산력 유지, 농업소득 증진, 농촌사회 유지 등을 달성하기 위해 다수의 농업인과 주민이 협조적, 집단적, 조직적 의사결정을 통해 개별적으로 보유한 농업자원을 마을 단위로 공동으로 이용하거나 공동 자본을 조성하여 운영하는 법인'으로 정의하였다. 둘째, 마을단위 공동경영을 실천하는 국내 사례에 대한 조사 결과 공동경영의 영역은 '생산'보다는 '가공, 유통. 체험' 등 2~3차 영역에 집중되어 있었다. 소규모 전업농이 다수를 차지하는 국내 농업구조에서는 일본 수도작 지역의 집락영농 유형과 같이 '1마을 1농장' 방식의 경영통합은 쉽지 않은 상황이다. 또한 마을단위 농업경영체는 '생활공동체' 성격과 '농업경영체' 성격을 동시에 갖고 있기 때문에 조직운영 방식과 의사결정 체계도 두 가지 틀 속에서 구성되어야 한다. 이러한 관점을 반영하여 본 논문에서는 마을단위 농업경영체의 추진체계, 최고의사결정기구의 조직관리 요소, 사업조직 관리 요소, 단계별 운영요소, 공동 농작업 관리 요소, 조직전략 수립요소 등을 제시하였다. 셋째, 마을단위 농업경영체를 활성화하기 위한 정책지원 방향에 대해서는 한국 농업 농촌의 사회문화적 특성, 각각의 마을 여건 등을 고려하여 획일화된 지원보다는 마을단위 농업경영체를 설립하고 운영해나가는 일련의 과정을 지원하고 활동을 촉진할 수 있는 퍼실리테이션(facilitation) 방식의 지원 시스템을 제안하였다.

• 지능정보연구
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• 제17권2호
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• pp.97-107
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• 2011

본 논문에서는 2차원 바코드를 이용한 오디오 워터마킹 알고리즘을 제안하였다. 삽입되는 워터마크 정보로는 2차원 바코드인 QR 코드를 변형하여 이용하였다. 2차원 바코드가 1차원 바코드에 비하여 많은 정보를 표현할 수 있고, 코드자체가 에러 보정능력을 내재하고 있는 장점을 이용하여 워터마킹 알고리즘의 견고성을 높였다. 또한 부분적인 워터마크 정보의 손실에 대응하기 위하여 직교코드를 이용하여 삽입대역을 확산했으며, 삽입강도 0.7에서 50dB 이상의 우수한 품질을 확보할 수 있었다.

• Asia pacific journal of information systems
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• 제19권2호
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• pp.139-155
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• 2009

For the last few decades, many studies have tried to explore and unveil venture companies' success factors and unique features in order to identify the sources of such companies' competitive advantages over their rivals. Such venture companies have shown tendency to give high returns for investors generally making the best use of information technology. For this reason, many venture companies are keen on attracting avid investors' attention. Investors generally make their investment decisions by carefully examining the evaluation criteria of the alternatives. To them, credit rating information provided by international rating agencies, such as Standard and Poor's, Moody's and Fitch is crucial source as to such pivotal concerns as companies stability, growth, and risk status. But these types of information are generated only for the companies issuing corporate bonds, not venture companies. Therefore, this study proposes a method for evaluating venture businesses by presenting our recent empirical results using financial data of Korean venture companies listed on KOSDAQ in Korea exchange. In addition, this paper used multi-class SVM for the prediction of DEA-based efficiency rating for venture businesses, which was derived from our proposed method. Our approach sheds light on ways to locate efficient companies generating high level of profits. Above all, in determining effective ways to evaluate a venture firm's efficiency, it is important to understand the major contributing factors of such efficiency. Therefore, this paper is constructed on the basis of following two ideas to classify which companies are more efficient venture companies: i) making DEA based multi-class rating for sample companies and ii) developing multi-class SVM-based efficiency prediction model for classifying all companies. First, the Data Envelopment Analysis(DEA) is a non-parametric multiple input-output efficiency technique that measures the relative efficiency of decision making units(DMUs) using a linear programming based model. It is non-parametric because it requires no assumption on the shape or parameters of the underlying production function. DEA has been already widely applied for evaluating the relative efficiency of DMUs. Recently, a number of DEA based studies have evaluated the efficiency of various types of companies, such as internet companies and venture companies. It has been also applied to corporate credit ratings. In this study we utilized DEA for sorting venture companies by efficiency based ratings. The Support Vector Machine(SVM), on the other hand, is a popular technique for solving data classification problems. In this paper, we employed SVM to classify the efficiency ratings in IT venture companies according to the results of DEA. The SVM method was first developed by Vapnik (1995). As one of many machine learning techniques, SVM is based on a statistical theory. Thus far, the method has shown good performances especially in generalizing capacity in classification tasks, resulting in numerous applications in many areas of business, SVM is basically the algorithm that finds the maximum margin hyperplane, which is the maximum separation between classes. According to this method, support vectors are the closest to the maximum margin hyperplane. If it is impossible to classify, we can use the kernel function. In the case of nonlinear class boundaries, we can transform the inputs into a high-dimensional feature space, This is the original input space and is mapped into a high-dimensional dot-product space. Many studies applied SVM to the prediction of bankruptcy, the forecast a financial time series, and the problem of estimating credit rating, In this study we employed SVM for developing data mining-based efficiency prediction model. We used the Gaussian radial function as a kernel function of SVM. In multi-class SVM, we adopted one-against-one approach between binary classification method and two all-together methods, proposed by Weston and Watkins(1999) and Crammer and Singer(2000), respectively. In this research, we used corporate information of 154 companies listed on KOSDAQ market in Korea exchange. We obtained companies' financial information of 2005 from the KIS(Korea Information Service, Inc.). Using this data, we made multi-class rating with DEA efficiency and built multi-class prediction model based data mining. Among three manners of multi-classification, the hit ratio of the Weston and Watkins method is the best in the test data set. In multi classification problems as efficiency ratings of venture business, it is very useful for investors to know the class with errors, one class difference, when it is difficult to find out the accurate class in the actual market. So we presented accuracy results within 1-class errors, and the Weston and Watkins method showed 85.7% accuracy in our test samples. We conclude that the DEA based multi-class approach in venture business generates more information than the binary classification problem, notwithstanding its efficiency level. We believe this model can help investors in decision making as it provides a reliably tool to evaluate venture companies in the financial domain. For the future research, we perceive the need to enhance such areas as the variable selection process, the parameter selection of kernel function, the generalization, and the sample size of multi-class.

• 대한간호학회지
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• 제27권2호
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• pp.411-422
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• 1997

The purpose of this study is twofold : (i) to investigate how much effort the married couples are making for the good health of both the pregnant woman and her unborn child from the time of their marriage to and during the period of conception : and (ii) to comprehensive investigate socio-cultural back-grounds which affect prenatal effort. Result of this study provide a basis for the prenatal care program which will be appropriate to our culture. This study has been done by the ethnographic research method. The subjects of this study are 53 people in all consisting of 33 pregnant women and 20 husbands. In order to investigate socio-cultural factors which influence Taegyo, producers of Taegyo music were interviewed. In addition the researcher surveyed the markets of Taegyo music, participated in special courses of prenatal education, analyzed the content of the books and periodicals dealing with Taegyo, and collected the concept of Taegyo distributed by the mass media. The full-fledged study continued for eight months from February to August.1996. The data were analyzed as soon as they were collected. Spradly's(1979, 1980) developmental, sequential method of domain analysis. taxonomic analysis, componential analysis, and theme analysis in this order was adopted as the procedure of analyzing the data. To obtain the exactness of study, Sandelowski's (1986) four criteria, that is, Credibility, Fittingness, Auditability, and Confirmability were applied to all stages of data collection, data analysis, the interpretation of the result, and the description of the result. The following are the result : 1. The couples' Taegyo at the stage of preconception was related to their physical, psychological, spiritual conditions under which a healthy baby will be born. Specific methods they prefer are : "the choice of one's spouse." "physical check-up," "physical good health, " "praying, " and so on. 2. When the marriod couple have sex in order to conceive, their Taegyo was related to the imposition of their physical, psychological, and environmental conditions. Specific methods they prefer are : "having sex at specific time, " "having sex in nice place." "to purify their minds while having sex," and so on. 3. The married couples' Taegyo while they are in pregnancy was related to the imposition of their physical. psychological, emotionmental. environmental, social and spiritual conditions. Specific methods they prefer are : "listening to music. " "reading," "looking at beautiful things only," "to avoid looking at or listening to bad things." "to eat food in good shape, " "to avoid drugs," "eating Korean herbal medicine." "sexual abstinence," "to avoid dangerous places," "to keep emotional tranquility," "moderate exercises and rest." "leading a pure life." "praying." "being aware of their words and behavior." "for the couple to keep a good relationship." "interaction with their unborn child," "to support Taegyo for pregnant women," and so on. 4. The married couple put Taegyo into practice on the basis of the following principles : the principle of respecting an unborn child, the principle of forming a good disposition. the principle of top-down parental love, the principle of synergy between a pregnant woman and her unborn child, the principle of expecting a good child, the principle of forming a good habit, and the principle of acquiring a parental role. 5. The practice of Taegyo is influenced by such factors as the married couple, the supporting system, and the mass media. As the husband -and-wife factor, their information of Taegyo, the degree of importance is assigned to their characters, their time to spare, their healthiness, the age of pregnant woman, their conception plan, their religion, their belief of the Taegyo effects, and the birth of a baby in this order. The factor of the supporting system consists of her husband's support, her family support, and her neighbor's support. The mass media factors include the broadcasting media, books specialized in Taegyo, periodicals for pregnant women, booklets for advertizing powdered milk, Taegyo music of record manufacturing companies, and the teaching materials for gifted children. Among these the mass media is especially taking advantage of Taegyo as its main source of economic profits are leading the public behavior pattern to a prodigal one. Taegyo is a self-control behavior which requires practice for the following : the physical and psychological good health of the pregnant woman and her unborn child, the development of the unborn child's good character, the development of the unborn child's intelligence and talents, the expectation of the unborn child's good features. shape a good habit, the expectation of the unborn child's bright future, and the learning of a parental role, the expectation of male birth. Above all it is a type of our good cultural tradition which pursues a value higher than the one that the prenatal care does. The principles of pregnancy care inherent in the habit of Taegyo will provide us a guideline for the development of the prenatal care.