• 한국IT서비스학회지
• /
• 제11권sup호
• /
• pp.61-74
• /
• 2012

As the retail industry has been challenged by stiff competition, the retailer becomes more interested in better understanding consumers' in-store behavior to gain and sustain competitive advantage. Consumers' shopping paths provide valuable clues to understanding customers' in-store behavior, which has been a long standing research issue in business. This study is to explore the shopping path patterns in a grocery using RFID technology and clustering method. To this end, we designed the RFID systems, affixing active RFID tags to the bottom of grocery carts. The tag emit signal that is received by receptors installed at various location throughout the store. The RFID systems provide the time and location of the cart while consumers shop around the store. The point of sale data are matched with the cart movement records to provide a complete picture of each shopping path. To find the distinctive patterns of consumers' shopping paths, we proposed the distance-index matrix using dijkstra method and normalization method to conduct the clustering in order to handle the problem in measuring the similarity among shopping paths, which is raised by the spatial nature of consumer movement in a grocery. After analyzing the RFID data obtained in one of the groceries in a major Korean retailer, we could successfully identify several distinctive patterns of shopping paths, which prove to provide the valuable implications for store management.

• 한국식품조리과학회지
• /
• 제6권1호
• /
• pp.13-19
• /
• 1990

Cowpea, mung bean, Kidney bean and red bean are simular properties. In order to elucidate the similarity among these four starches, some physicochemical properties of starches were compared. Water binding capacity of kidney bean and red bean (199%) starches are higher than mung bean and cowpea. The solubility, swlling power and optical transmittance of the four starches showed a similar pattern, but kidney bean and red bean starches had a lower swelling power than cowpea starches. Cowpea, mung bean, kidney bean and red bean starches had the blue value of 0.41, 0.47, 0.42 and 0.50, the alkali content of 8.4, 8.0, 4.13, 4.13, the amylose content of amylose of 30,000, 29,268, 52, 173 and 33, 611 and glucose unit per segment of amylopectin of 27.6, 26.8, 18.35 and 12.9 respectively. The results of X-ray diffraction studies showed A pattern for four starches.

• 대한화학회지
• /
• 제41권2호
• /
• pp.105-112
• /
• 1997

건어물 중의 냄새나는 질소화합물을 증류동시 추출법으로 추출하여 GC-MS로 분석하였다. Amine의 equivalent chain length를 구하여 머무름시간으로부터 탄소수와 차수를 예측할 수 있었다. 새우, 멸치, 북어, 대구, 오징어, 문어, 쥐포, 병어포, 홍합, 조갯살 등 우리 나라에서 많이 식용되는 시료를 분석대상으로 하였다. Dimethylamine, trimethylamine, diethylamine 등은 건어물에서 검출되지 않았으나 methylamine, acetamide, thiazole, 2-hydroxy isopropylamine, N-methyl pyrroline, cyclohexylamine 같은 냄새나는 질소화합물들이 GC-MS로 확인되었다. 건어물의 냄새패턴을 식별하기 위하여 GC-MS 피크면적을 자료로 주성분분석을 적용하였다. 주성분분석에 의한 다변량해석은 건어물의 냄새패턴의 유사성과 이질성의 식별에 유익하다는 결론을 얻었다.

• Journal of Ginseng Research
• /
• 제4권1호
• /
• pp.55-64
• /
• 1980

The distribution pattern of mineral nutrients, among various Parts of Korea ginseng (Panax ginseng C.A. Meyer) was investigated to understand ginseng nutrition by simple correlation analysis. Five·year old ginseng plants grown under four different nutritional environments were sampled and separated into leaf, petiole, stem, rhizome, cortex and epidermis of tap foot, central part of tap root, cortex and epidermis of lateral root, central part of lateral root, fine root in the middle of truly, for chemical analysis. Between mineral nutrients in root, N and P showed highly significant positive correlation each other and with Mg and Cu while all other elements (K, Ca, Mg, Fe, Mn, Zn, Cu, B) showed highly significant positive correlation each other. In shoot, number of mineral nutrient pairs haying significant relation was much less than in root. (Negative: P with Ca or B, K with N, Fe, Mn or Cu, Positive: N with Mg, Fe, Mn or Cu, K with Zn, Ca with Mg, Zn, or B, Fe Mn Cu each other, Mn with B.) The number of pairs having significant correlation in whole plant was approximately the same as the number in root but three of them showed significant negative correlation. The distribution pattern similarity of mineral contents among various parts was also discussed in relation to physiological significance in Korea ginseng plant.

• 패션비즈니스
• /
• 제23권6호
• /
• pp.1-15
• /
• 2019

Appropriation is of considerable significance in a cultural trend of thought, as one of the means of realizing the post-modernism period. With the increasing use of appropriation techniques in modern fashion, it is necessary to study the external performance and internal aesthetic value of appropriation in fashion. In the book of cultural appropriation, American scholar James o young divides into three categories of appropriation in culture, namely: object appropriation, content appropriation, and subject appropriation. Based on James O Young's three types of appropriation techniques summarized in the theory of the cultural appropriation, the purpose of this study is through the appropriation of the poncho of traditional Mexican clothing in modern fashion as an example; analyzing the external appropriation characteristics and internal aesthetic significance of different appropriation type. The results are as follows. First, designers take the Originality in modern fashion by expressing Mexican Poncho's form, color, pattern, and material as it is through object appropriation technique. Second, through the Mexican folk poncho's style, designers used these to show the similarity produced by content appropriation in modern fashion. Third, designers used the poncho's design concept or poncho's culture, blending the theme of the collection, adding different color, pattern or materials such as fur, lace, and wool, and presenting a new image different from folk costumes through creative subject appropriation technique.

• Journal of Information Processing Systems
• /
• 제8권3호
• /
• pp.389-398
• /
• 2012

Texture is an important visual feature for image analysis. Many approaches have been proposed to model and analyze texture features. Although these approaches significantly contribute to various image-based applications, most of these methods are sensitive to the changes in the scale and orientation of the texture pattern. Because textures vary in scale and orientations frequently, this easily leads to pattern mismatching if the features are compared to each other without considering the scale and/or orientation of textures. This paper suggests an Orientation Matching Scheme (OMS) to ease the problem of mismatching rotated patterns. In OMS, a pair of texture features will be compared to each other at various orientations to identify the best matched direction for comparison. A database including rotated texture images was generated for experiments. A synthetic retrieving experiment was conducted on the generated database to examine the performance of the proposed scheme. We also applied OMS to the similarity computation in a K-means clustering algorithm. The purpose of using K-means is to examine the scheme exhaustively in unpromising conditions, where initialized seeds are randomly selected and algorithms work heuristically. Results from both types of experiments show that the proposed OMS can help improve the performance when dealing with rotated patterns.

• Journal of Information Processing Systems
• /
• 제14권4호
• /
• pp.851-876
• /
• 2018

Dynamic time warping (DTW) is the main algorithms for time series alignment. However, it is unsuitable for quasi-periodic time series. In the current situation, except the recently published the shape exchange algorithm (SEA) method and its derivatives, no other technique is able to handle alignment of this type of very complex time series. In this work, we propose a novel algorithm that combines the advantages of the SEA and the DTW methods. Our main contribution consists in the elevation of the DTW power of alignment from the lowest level (Class A, non-periodic time series) to the highest level (Class C, multiple-periods time series containing different number of periods each), according to the recent classification of time series alignment methods proposed by Boucheham (Int J Mach Learn Cybern, vol. 4, no. 5, pp. 537-550, 2013). The new method (quasi-periodic dynamic time warping [QP-DTW]) was compared to both SEA and DTW methods on electrocardiogram (ECG) time series, selected from the Massachusetts Institute of Technology - Beth Israel Hospital (MIT-BIH) public database and from the PTB Diagnostic ECG Database. Results show that the proposed algorithm is more effective than DTW and SEA in terms of alignment accuracy on both qualitative and quantitative levels. Therefore, QP-DTW would potentially be more suitable for many applications related to time series (e.g., data mining, pattern recognition, search/retrieval, motif discovery, classification, etc.).

• Journal of Microbiology
• /
• 제41권4호
• /
• pp.327-334
• /
• 2003

This study employed two PCR-based 16S rDNA approaches, amplified rDNA restriction analysis (ARDRA) and denaturing gradient gel electrophoresis (DGGE), to characterize the bacterial community structure in groundwater. Samples were collected from groundwater for the use by private residences, as well as for industrial and agricultural purposes, in Ansan City. Each PCR product was obtained by PCR with eubacteria 16S rDNA and variable V3 region specific primer sets. After amplification, the 16S rDNA PCR products were digested with 4-base site specific restriction endonucleases, and the restriction pattern analyzed. The genetic diversity and similarity of the groundwater bacterial community was analyzed by eubacteria universal primer sets for the amplification of variable V3 regions of the bacterial 16S rDNA. The result of the bacterial community analysis, by ARDRA and DGGE, revealed the same pattern. The highest diversity was found in groundwater from site G1, which was used in residences. In the DGGE profile, a high intensity band was sequenced, and revealed to be Pseudomonas sp. strain P51.

• 정보보호학회논문지
• /
• 제13권4호
• /
• pp.151-159
• /
• 2003

인터넷이 일반화되면서, 컴퓨터 시스템을 침입으로부터 효과적이면서 종합적으로 보호하기 위해 침입 탐지 시스템이 필요하게 되었다. 본 연구에서는 이상행위 탐지 기법을 이용한 침입 탐지 시스템을 구축할 때, 수행하는 정상행위 프로파일링 과정에서 발생하는 자기설명모순이 존재함을 제시하고 이를 제어할 수 있는 침입 탐지 방안을 제안하였다. 또한, 연관규칙을 적용한 프로파일링 과정의 결과는, 많은 정상행위 패턴이 생성될 수 있기 때문에, 이를 위해 군집화를 통한 효과적인 적용방안을 제시한다. 마지막으로, 사용자의 행위 패턴에 대해 군집화된 정상행위 패턴 데이터베이스로부터 이상행위 여부를 판단할 수 있는 유사도 함수를 제안하였다.

• 생명과학회지
• /
• 제20권4호
• /
• pp.632-638
• /
• 2010

총 20개의 감 SSR primer set을 사용하여 완전단감(PCNA) 12품종, 불완전단감(PVNA) 13품종, 불완전 떫은감(PVA) 15품종, 완전 떫은감(PCA) 8품종 등, 총 48개 유전자원의 유전적 연관성을 분석하였다. 획득된 114개의 다형성 밴드를 이용하여 UPGMA 방식으로 유사도 및 집괴분석을 수행한 결과 48개 품종들은 크게 2개의 그룹(cluster)으로 나뉘어졌으며, 제 1 cluster는 다시 4개의 subcluster를 형성하였다. 이는 탈삽의 특성을 기준으로 분류한 품종군과 대체로 일치 함을 알 수 있고, 품종군간의 유연관계에 있어서는 완전단감군은 불완전 단감군과, 그리고 완전 떫은감은 불완전 떫은감군과 유연관계가 더욱 높은 것으로 관찰되었다. 평균 유사도의 값은 0.499였고 품종간 가장 높은 유사도 값(0.954)를 나타낸 것은 '청도반시'와 '함안반시'였고, 가장 낮은 유사도 값(0.192)를 나타낸 것은 '대마반'과 '애탕'이었다. 본 연구에 사용된 2SSR primer 들은 유럽 감품종으로부터 개발되어 보고되었지만, 일본 및 국내 품종의 연구에서도 효과적으로 사용될 수 있었고, 이들 마커들을 통해, 48개 품종 중 청도반시(Cheongdo-Bansi)와 경산반시(Gyeongsan-Bansi)를 제외한 모든 품종간 구별이 가능하였다. 이는 향후 신품종 개발시 품종보호를 위한 품종 특이적 마커로 효율적으로 사용될 수 있음을 보여준다.